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Job DescriptionDescription: As a Banking Systems Application Manager, you will be responsible for managing key banking applications including the development, configuration and implementation of digital products/systems. This role involves both self-production tasks and the management of a team of System Application Analysts. You will work closely with various stakeholders, including business lines, operations, IT, and other cross-functional teams, to drive the creation and deployment of innovative solutions that enhance business value, internal and external client experience and operational efficiency. About Servbank Founded in 1994, Servbank is a banking institution with local roots and national reach. We were built on a foundation of community-orientation, which ensures that no matter who we serve, we do so with the human touch that marks the gold standard of service. We work with individuals, businesses, and communities, so that whether you’re a student, a homeowner, a small business owner, or a community leader, we can help you fulfill your goals. Come create excellence with Servbank. Principal Responsibilities: • Management of key banking applications, including but not limited to Deposit and Loan Core operating system, item processing systems, treasury management applications (including online banking, remote deposit, positive pay) and other banking systems., • Partner with business lines to determine their needs and identify, recommend, and configure solutions to improve processes and functionality related to internal applications, • Develop and write business and functional requirements for application changes, • Maintain comprehensive documentation of system configurations, procedures, and changes., • Manage, setup, configure the system along with documenting specific application configurations and business-as-usual (BAU) system changes, • Organize and oversee team testing methodology for test scripts and ensure comprehensive full-cycle testing, • Identify risks to the bank and its customers, and work with business partners to mitigate and eliminate these risks, • Assist in defining product vision, roadmap, and growth opportunities, and communicate with stakeholders throughout the project, • Create process documentation, project content, and inputs into project deliverables, assist with training for end-users and provide ongoing support for the banking systems, • Advocate for and socialize project deliverables with key stakeholders, • Support planning and facilitation of business working sessions, resulting in changes to the product backlog, • Participate, facilitate, or lead multiple aspects of technology and process delivery, including analysis, requirements, design, testing, training, release management, and support, • Conduct working sessions with extended field team members and subject matter experts to address gaps and open items in product creation, • Perform user testing sessions and recommend product improvements, • Facilitate proof-of-concept and pilot activities to validate solutions and benefits, • Align business and IT stakeholders on product functions and objectives through clear and concise communication, • Conduct regular performance evaluations to assess individual and team achievements, provide constructive feedback, and identify areas for improvement to enhance overall productivity., • Oversee and coordinate team responsibilities to ensure efficient workflow and achievement of project goals.Requirements:, • Bachelor's degree in Business, Information Technology, or a related field., • Proficiency in data migration, data cleansing, and data integration techniques., • Proven experience as a Business Systems Administrator or similar role in the banking industry., • Strong understanding of banking regulations, compliance, banking operations and digital product development., • Excellent analytical, problem-solving, project management skills, with the ability to troubleshoot complex technical issues., • Ability to communicate effectively with both technical and non-technical stakeholders., • Proficiency in business analysis tools and methodologies., • Ability to take initiative and prioritize tasks; good time-management, problem-prevention, problem-solving, and analytical skills., • Preferred experience with FISERV banking solutions, FISERV DNA Core, Commercial Center, SCO., • Recommended experience with banking acquisitions, data mapping and system integration. EEO Statement: We’re an equal opportunity employer. All applicants will be considered for employment without attention to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status.

Job Description Summary of Position Produce high quality video and digital content leveraging state-of-the-art studio facility, award-winning video department and Newsday staff journalists. Essential Duties & Function • Participate in story selection process,, • Help oversee daily deployment of video resources,, • Manage full range of studio and remote productions, including daily newscasts, interviews, live events, documentaries, multi-part series, special interest and other news-related programming., • Produce and write original content for tv and digital platforms, • Coordinate effectively with other editorial and interactive operations. Essential Job Knowledge & Skills • A bachelor’s degree required. A Degree in Journalism, Communications, or equivalent work experience is preferred, but not required., • 1-2 years of experience as line and/or field producer in commercial TV news production facility., • Excellent verbal and written communication skills required, • Writing ability - strong writing, editing and storytelling skills., • Solid news sense and knowledge of TV journalism,, • Familiarity with major newsroom systems., • Good leadership skills., • Ability to work creatively and smoothly across departments in large news organization., • Ability to coach and critique effectively., • Well informed on major issues., • Ability to work a flexible and varied schedule to include weekends, holidays and extended hours as needed to support business needs . Compensation • The annual salary for this position is $90,000.00, commensurate with experience. Physical Requirements • This is a hybrid position. Employees are generally required to work in the office a minimum of three (3) days per week., • Requires the ability to read files, scripts, presentations, theories, monitors and procedures., • Position requires standing or sitting for extended periods of time up to an entire work day., • Requires walking, stooping, kneeling, reaching, pushing, pulling, lifting, manual dexterity, grasping, seeing, conversing, hearing, and repetitive motions., • Must be able to exert up to 25 pounds of force occasionally, and/or up to 10 pounds of force frequently. Physical demand requirements are at levels of those of light to medium work. (Includes setting up and moving cameras, equipment…) Newsday Media Group is an equal opportunity employer. Applicants and incumbents are selected, placed, trained, compensated and promoted without regard to race, color, religion, sex, national origin, age, marital or veteran status, or disability or other classifications protected by applicable law. In addition, Newsday Media Group provides a reasonable accommodation for applicants/incumbents with disabilities. Please advise Human Resources if you require a reasonable accommodation.

$80 - $90/hourpaybiology expertisecritical evaluationscientific communicationattention to detailmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Biology Expert (PhD) Role Type: Contractor Location: Remote micro1 is engaging Biology Experts (PhD) to contribute to a dynamic customer project focused on advancing artificial intelligence capabilities. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work • Critically evaluate and provide detailed feedback on biology-related data, prompts, or content used in AI development workflows., • Create, review, and refine scientific scenarios, questions, or explanations reflecting complex, real-world biological problems., • Offer expert-level insights to ensure accuracy, relevance, and depth of AI training datasets and system outputs in the biological domain., • Collaborate with platform teams to clarify ambiguities and improve data quality, coverage, and representativeness for biological subject matter., • Document findings, methodologies, and rationale to support transparency and reproducibility in project deliverables., • Participate in iterative review cycles and ongoing evaluation to enhance the AI system’s capabilities in biology., • Engage in knowledge-sharing sessions with interdisciplinary experts, contributing to the enrichment of project outcomes. Preferred Qualifications • PhD in biology or a closely related life science discipline., • Demonstrated expertise in core biological principles with the ability to contextualize complex topics for diverse audiences., • Exceptional written and verbal communication skills, ensuring clear articulation of feedback and scientific reasoning., • Experience with scientific data analysis, critical evaluation of research, and synthesis of intricate subject matter., • Proven ability to work independently, consistently delivering high-quality outputs within defined project frameworks., • Prior contributions to interdisciplinary scientific or technology-focused projects (exposure to AI is a plus but not mandatory)., • Keen attention to detail, consistency, and a passion for promoting scientific rigor and accuracy. Compensation Structure Compensation is output-based; experts are paid per task that meets the project specifications. The time required to complete work may vary depending on the expert’s experience and workflow. Minimum submission requirements apply. Experts must submit a minimum of tasks per week. Start Timeline & Availability We typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24–48 hours of completing onboarding.

$60 - $130/hourpaymechanical engineeringsolid and structural mechanicsdynamics and vibration and controlthermal-fluidstechnical writingassessment designeducational content creationwritten communicationverbal communicationattention to detailtechnical accuracyremote collaborationself-motivationorganizationdigital workflow toolsmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Mechanical Engineering Professor Role Type: Contractor Location: Remote micro1 is engaging Mechanical Engineering Professors, adjuncts, and academic instructors to participate in a high-impact AI research project for a customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work • Design and author rigorous single-option (multiple-choice) assessment questions in your specialization within mechanical engineering, calibrated for graduate or postgraduate complexity., • Translate advanced concepts from Solid & Structural Mechanics, Dynamics & Vibration & Control, or Thermal-Fluids into challenging exam-quality content., • Develop detailed explanations and rationales for answer choices, maintaining the clarity and precision expected in academic settings., • Review and validate the technical accuracy and pedagogical quality of AI-generated mechanical engineering materials., • Collaborate asynchronously with other subject matter experts and project coordinators to refine and improve content quality., • Conduct quality checks, revisions, and enhancements on contributed materials based on feedback and project standards., • Maintain thorough records of assignments and submissions using digital workflow tools provided for the engagement. Preferred Qualifications • PhD or MS in Mechanical Engineering, with current or previous university-level teaching experience (professor, adjunct, lecturer, or TA) in one or more core areas: Solid & Structural Mechanics, Dynamics & Vibration & Control, or Thermal-Fluids., • Experience authoring, grading, or reviewing graduate-level exams, problem sets, or coursework., • Demonstrated ability to convert complex mechanical engineering principles into clear, exam-ready written content., • Background in assessment design, rubric development, or educational content creation., • Exceptional written and verbal communication skills; adept at articulating intricate concepts concisely and accurately., • Meticulous attention to detail and commitment to technical accuracy in all deliverables., • Self-motivated, organized, and comfortable working independently in a remote, asynchronous project environment; familiarity with collaborative digital platforms is a plus. Compensation Structure Compensation is output-based; experts are paid per task that meets the project specifications. The time required to complete work may vary depending on the expert’s experience and workflow. Minimum submission requirements apply. Experts must submit a minimum of tasks per week. Start Timeline & Availability We typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24–48 hours of completing onboarding.

$80 - $90/hourpayAdvanced physics knowledgescientific data analysistechnical writingverbal commsanalytical thinkingmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics (PhD) Role Type: Contractor Location: Remote micro1 is engaging Physics (PhD) experts to contribute their advanced knowledge to a high-impact AI development project for a customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. This opportunity is tailored for individuals who are passionate about physics, thrive in analytical environments, and excel at communicating complex concepts both in writing and verbally. As a contributor, your insights will directly influence the evolution of AI models by ensuring technical accuracy and scientific depth. Scope of Work • Analyze and evaluate real-world physics data, concepts, and scenarios to enhance AI model training., • Generate, review, and refine technical content and problem sets representing advanced physics subject matter., • Provide expert scientific feedback on complex questions and model outputs to ensure technical accuracy and relevance., • Translate intricate physics theories and phenomena into accessible explanations for AI interpretation., • Collaborate with project stakeholders to align deliverables with evolving project objectives., • Participate in quality assurance of training data by identifying gaps and recommending improvements. Preferred Qualifications • Doctorate (PhD) in Physics from an accredited institution., • Extensive background in advanced physical sciences, with strong foundations in both theoretical and applied physics., • Exceptional ability to communicate complex scientific topics clearly, both in writing and verbally., • Experience developing or reviewing educational or technical materials in physics., • Demonstrated analytical and problem-solving skills relevant to scientific research., • Adaptability to evolving project requirements and a proactive approach to new challenges., • Interest or familiarity with AI, data science, or digital training environments is a plus, but not required. Compensation Structure Compensation is output-based; experts are paid per task that meets the project specifications. The time required to complete work may vary depending on the expert’s experience and workflow. Minimum submission requirements apply. Experts must submit a minimum of tasks per week. Start Timeline & Availability We typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24–48 hours of completing onboarding.

$40 - $130/hourpayelectrical engineeringanalog circuitsdigital circuitsrfpower electronicsintegrated circuits (ic)educational content creationrubric designassessment developmentinstructional designtechnical writingverbal communicationasynchronous collaborationremote workindependent workmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Electrical Engineering Professor Role Type: Contractor. Location: Remote micro1 is engaging Electrical Engineering Professors to contribute expertise to a high-impact project advancing AI research and assessment technology. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work • Design and author graduate-level single-option (multiple-choice) exam questions within your area of electrical engineering specialization, ensuring rigor and authenticity., • Develop detailed explanations and precise grading rubrics for each question, consistent with academic standards and best practices in assessment., • Review and validate the technical accuracy and pedagogical strength of AI-generated content related to electrical engineering concepts., • Collaborate asynchronously with other subject matter experts to refine question quality, ensuring clarity, relevance, and academic rigor., • Evaluate AI model outputs, providing nuanced feedback that reflects your understanding of where models meet or diverge from human reasoning., • Clearly communicate complex technical concepts in written form, as for exam solutions or instructional content., • Contribute to a continually evolving, high-quality question bank that reflects advanced engineering reasoning. Preferred Qualifications • PhD or advanced Master's degree in Electrical Engineering with demonstrated teaching experience at the university level (professor, adjunct, lecturer, or TA)., • Experience authoring or reviewing graduate-level assessments, exams, or coursework in electrical engineering., • Deep subject matter knowledge in one or more of: Analog Circuits, Digital Circuits, RF, Power Electronics, with emphasis on Integrated Circuits (IC)., • Expertise in rubric design, assessment development, or educational content creation., • Exceptional written communication skills, with a strong emphasis on clarity and academic rigor., • Demonstrated capacity to work independently, meet project milestones, and deliver high-quality contributions remotely., • Comfort with asynchronous collaboration on remote research or content development projects. Compensation Structure Compensation is output-based; experts are paid per task that meets the project specifications. The time required to complete work may vary depending on the expert’s experience and workflow. Minimum submission requirements apply. Experts must submit a minimum of tasks per week. Start Timeline & Availability We typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24–48 hours of completing onboarding.

Extended team$20 - $40/hourpayRecruitment marketingProject ManagementCampaing performance monitoringmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Recruitment Marketing Specialist: Job Type: Full-time Location: Remote Job Summary: Join our team as a Recruitment Marketing Specialist and play a pivotal role in driving talent acquisition through innovative marketing strategies. You will spearhead the planning, execution, and analysis of recruitment marketing campaigns, ensuring our initiatives attract top talent and deliver measurable impact. This is a dynamic opportunity to leverage your expertise in recruitment marketing and project management within a collaborative, fully remote environment. Key Responsibilities: • Own and maintain the supply marketing team’s projects, keeping all initiatives organized, prioritized, and up to date., • Coordinate marketing projects from inception to execution, aligning stakeholders on deliverables and timelines throughout the process., • Manage the seamless production and delivery of both organic and paid content across acquisition channels., • Oversee the marketing content pipeline, working closely with content creators to ensure timely and quality output., • Track, analyze, and report on the performance of marketing campaigns across paid ads, job boards, social media, email, and other platforms., • Surface actionable insights from campaign and channel data, providing clear recommendations to optimize performance and achieve recruitment goals., • Champion effective communication across teams, ensuring alignment and transparency in all project stages. Required Skills and Qualifications: • Proven experience in recruitment marketing, employer branding, or talent acquisition marketing roles., • Strong project management skills with a history of coordinating multiple complex initiatives simultaneously., • Demonstrated expertise in campaign performance monitoring and data-driven optimization., • Exceptional written and verbal communication abilities, with an emphasis on clarity and stakeholder alignment., • Experience managing content calendars and collaborating with cross-functional teams including content creators and recruiters., • Proficiency with analytics tools and platforms such as Google Analytics, applicant tracking systems, and marketing dashboards., • Detail-oriented, highly organized, and able to thrive in a fast-paced, remote team environment. Preferred Qualifications: • Background in B2B or high-growth technology environments., • Familiarity with paid advertising for recruitment (e.g., job board ads, programmatic platforms)., • Experience with employer branding initiatives and creative recruitment campaigns.

$80 - $100/hourpaycontract draftingcommercial agreementslegal document reviewattention to detailwritten communicationverbal communicationremote collaborationlegal complianceindustry best practiceslegal technologymicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Contract Specialist Role Type: Contractor Location: Remote micro1 is engaging Contract Specialists to contribute to a customer's project focused on developing a suite of real-world commercial agreements. In this role, you'll apply your expertise to help train next-generation AI systems. We are seeking commercial attorneys who can provide or create practical contractual documents for a seeding project. Contributors will be paid per document delivered and are expected to produce agreements such as MSAs, lease agreements, IP licensing, marketing agreements, and licensing agreements. Scope of Work • Draft, review, and provide high-quality templates, samples, and annotated examples of the following agreement types:, • Master Service Agreements (MSAs), • Lease Agreements, • Intellectual Property (IP) Licensing Agreements, • Marketing Agreements, • Licensing Agreements, • Ensure all agreements reflect current legal standards, industry best practices, and practical commercial use cases., • Submit well-structured, high-quality documents that contribute to the project's AI training dataset., • Communicate promptly and professionally, both in writing and verbally, to clarify requirements and deliverables as needed. Preferred Qualifications • Practicing or recently qualified commercial attorney with exposure to contract drafting and negotiation., • Working knowledge of standard commercial agreements, including MSAs, lease agreements, IP and marketing contracts., • Strong written and verbal communication skills, with attention to clarity and accuracy in contractual language., • Demonstrated ability to create or adapt legal documents for practical, real-world scenarios., • Experience with remote collaboration and delivering assignments autonomously., • Detail-oriented approach to ensure agreements comply with relevant laws and best practices., • Interest or background in legal operations, technology, or AI-enabled platforms is a plus. Additional Info: This role is document-driven and centers on the provision of eligible transaction materials. You will be directly responsible for sourcing and supplying the documents. No confidential, NDA-protected, proprietary, or MNPI content can be accepted.

$100 - $200/hourpayPlaybookContract NegotiationContract DraftingContract Managementmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: General Counsel Role Type: Contractor Location: Remote micro1 is engaging General Counsels to support a customer's project with a particular focus on contract playbooks, negotiation, drafting, and management. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work • Create, review, and refine contract negotiation playbooks based on diverse real-world scenarios and company requirements., • Draft, analyze, and annotate a range of commercial agreements, ensuring clarity, precision, and compliance with relevant standards., • Provide expert commentary on best practices for contract management and negotiation strategies., • Curate and supply non-confidential, eligible transaction materials in support of the project’s documentation objectives., • Evaluate and optimize existing contract templates, identifying areas to improve efficiency and risk mitigation., • Collaborate with micro1’s team to ensure materials meet project guidelines and AI-training needs., • Deliver high-quality written and verbal feedback to enhance system understanding and output. Preferred Qualifications • Current or prior experience as a General Counsel, Deputy General Counsel, or Assistant General Counsel with a strong focus on contract negotiation playbooks., • Demonstrated expertise in commercial contract drafting, negotiation, and management within corporate environments., • Exceptional written and verbal communication abilities, with attention to detail and clarity., • Knowledge of industry-standard practices for contract review and risk assessment., • Experience developing or utilizing contract negotiation playbooks specifically designed for companies., • Familiarity with document-driven project assignments, including sourcing and submitting eligible materials., • Ability to work independently and deliver concise, actionable insights for AI training purposes. Additional Info: This role is document-driven and centers on the provision of eligible transaction materials. You will be directly responsible for sourcing and supplying the documents. No confidential, NDA-protected, proprietary, or MNPI content can be accepted

biological data analysisscientific reading comprehensionassessment and question creationwritten and verbal communicationremote team collaborationmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Biology Expert Job Type: Contractor Location: Remote Rate: 20$-50$ per task Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Key Responsibilities: • Analyze technical documents and extract key information relevant to your domain expertise, • Generate, review, and refine questions and solutions based on real-world mechanical engineering scenarios, • Collaborate with multidisciplinary teams to ensure accuracy and depth of data and analysis, • Provide detailed written and verbal feedback on document clarity, technical accuracy, and effectiveness, • Apply advanced subject matter knowledge to evaluate and solve complex engineering problems, • Work independently, managing your time to deliver high-quality outputs with minimal supervision, • Contribute to the continuous improvement of data quality and project processes Required Skills and Qualifications: • 2-6 years of professional or academic experience in mechanical engineering or a closely related field (lab, workplace, or academia), • Strong reading comprehension skills, with proven ability to analyze and interpret technical documents, • Exceptional English communication skills, both written and verbal, • Demonstrated experience in creating or evaluating technical content, such as reports, studies, or problem sets, • Ability to work independently and efficiently, with excellent self-management, • High attention to detail and commitment to data accuracy, • Experience interfacing with technical documentation and performing analytical tasks Preferred Qualifications: • Advanced degree (Master’s or PhD) in Mechanical Engineering, Chemistry, Physics, or Biology, • Previous experience contributing to interdisciplinary or research-driven projects, • Familiarity with data-driven analysis or training data preparation Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. Key Responsibilities: • Analyze, review, and interpret complex biological documents, research papers, and data sets to create high-quality assessment content., • Formulate and vet biology-related questions focused on data retrieval, computation, and critical analysis., • Deliver clear explanations and detailed feedback to enhance AI model understanding., • Collaborate with a remote, interdisciplinary team to ensure ongoing content accuracy and quality., • Contribute domain-specific expertise to support the continuous improvement of AI systems., • Work independently to meet deadlines and achieve high productivity with minimal supervision., • Uphold rigorous standards for written and verbal communication in English. Required Skills and Qualifications: • Minimum 2 years of professional experience in biology, either in academia, laboratory settings, or relevant industry roles., • Demonstrated ability to analyze and synthesize complex biological information from diverse sources., • Strong written and verbal English communication, with an emphasis on clarity and detail., • Excellent reading comprehension, particularly in interpreting research and technical documents., • Experience creating or reviewing problem sets, assessments, or scientific analyses., • Ability to work autonomously and efficiently in a remote environment., • High attention to detail and commitment to quality. Preferred Qualifications: • Advanced degree (Master’s or PhD) in Biology or closely related field., • Experience collaborating with multidisciplinary teams or involvement in cross-functional projects., • Familiarity with computational biology or data analysis tools.

chemistry expertisescientific document analysisanalytical reasoningdata interpretationresearch skillsquestion and assessment creationenglish written and verbal communicationcollaborationattention to detailindependent workmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Chemistry Expert Job Type: Contractor Location: Remote Rate: 20$-50$ per task Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Key Responsibilities: • Analyze and interpret complex scientific documents, datasets, and research papers related to chemistry., • Develop, review, and refine high-quality questions and answers that challenge and expand AI understanding., • Apply analytical techniques to assess and extract key insights from provided materials., • Collaborate with cross-functional teams to ensure scientific rigor and clarity in content., • Interface with documentation and contribute to continuous process improvement., • Provide feedback and domain expertise on model outputs and system performance., • Ensure the accuracy, relevance, and integrity of all chemistry-related data and input. Required Skills and Qualifications: • Bachelor’s degree or higher in Chemistry or a closely related field., • 2+ years of professional experience in academia, laboratory, or industry settings., • Proven ability to read, comprehend, and analyze technical documents and research studies., • Excellent English proficiency, with strong written and verbal communication skills., • Demonstrated experience in data retrieval, computation, and analytical reasoning., • Ability to work independently with minimal supervision, delivering high-quality results., • Strong attention to detail and scientific accuracy. Preferred Qualifications: • Advanced degree (MS, PhD) in Chemistry or related discipline., • Experience in creating educational or assessment materials., • Familiarity with interdisciplinary collaborations (e.g., physics, biology).

physics research analysisscientific writingcritical thinkingproblem-solvingdata analysisquestion and exam creationremote collaborationtime managementanalytical reasoningtechnical document synthesisai training content developmentinterdisciplinary teamworkattention to detailindependent workdigital content creationmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Physics Expert Job Type: Contractor Location: Remote Rate: 20$-50$ per task Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Key Responsibilities: • Thoroughly analyze, interpret, and summarize complex physics documents and research papers., • Create and review high-quality questions and problems related to diverse physics topics for AI model training., • Extract key data, perform detailed computations, and validate analytical solutions in various physics domains., • Deliver clear, concise written explanations and rationales for technical problems and solutions., • Collaborate with a multidisciplinary remote team while maintaining independence in daily work., • Leverage your specialist expertise to ensure accuracy and depth in all content generated or reviewed., • Maintain a high standard of quality and consistency while meeting ongoing deadlines. Required Skills and Qualifications: • 2+ years of professional experience in physics or a closely related field, either in academia or a lab/workplace setting., • Exceptional written and verbal English communication skills, with strong attention to detail., • Proven ability to read, analyze, and synthesize technical documents and research literature., • Demonstrated experience creating, editing, or reviewing scientific questions, exams, or technical exercises., • Ability to work independently and proactively with minimal supervision in a remote setting., • Excellent critical thinking and analytical skills for data evaluation and problem solving., • Strong time management abilities to handle multiple tasks efficiently. Preferred Qualifications: • Advanced degree (MSc, PhD) in Physics or a related discipline., • Experience interfacing with AI, EdTech, or digital content creation projects., • Familiarity with interdisciplinary scientific analysis and collaborative workflows.

$80 - $90/hourpayCalculusResearch MethodologyMathematicsmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Math Expert (PhD) Role Type: Contractor Location: Remote micro1 is engaging Math Experts (PhD) to contribute to an advanced AI training project for a customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work • Develop and provide comprehensive, accurate, and insightful responses to complex mathematics prompts spanning undergraduate and graduate curricula., • Review, refine, and deliver "golden responses"—high-quality model answers that exemplify subject mastery for use in AI training., • Collaborate with a distributed team of experts to ensure clarity, precision, and educational value in all mathematics content produced., • Analyze and interpret intricate mathematical problems, proofs, and concepts, distilling them into structured and accessible explanations., • Contribute feedback to improve project guidelines, response standards, and content workflows as the engagement evolves., • Adhere to project requirements regarding format, quality, and timeliness of deliverables. Preferred Qualifications • PhD in Mathematics or closely related discipline from an accredited institution., • Proven track record of academic excellence and subject-matter expertise, especially at the graduate level., • Exceptional written and verbal communication skills; ability to articulate complex concepts clearly and succinctly., • Experience authoring or reviewing mathematics materials, such as textbooks, exams, problem sets, or journal articles., • Familiarity with various branches of pure and applied mathematics., • Demonstrated attention to detail and commitment to producing precise, high-quality work., • Adaptability and openness to collaborative, iterative feedback in a remote expert network environment. Compensation Structure Compensation is output-based; experts are paid per task that meets the project specifications. The time required to complete work may vary depending on the expert’s experience and workflow. Minimum submission requirements apply. Experts must submit a minimum of tasks per week. Start Timeline & Availability We typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24–48 hours of completing onboarding.

mechanical engineeringtechnical document analysisproblem-solvingwritten and verbal communicationdata analysisattention to detailself-managementinterdisciplinary collaborationtechnical content creationdata quality assurancemicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Job Title: Mechanical Engineer Job Type: Contractor Location: Remote Rate: 20$-50$ per task Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Key Responsibilities: • Analyze technical documents and extract key information relevant to your domain expertise, • Generate, review, and refine questions and solutions based on real-world mechanical engineering scenarios, • Collaborate with multidisciplinary teams to ensure accuracy and depth of data and analysis, • Provide detailed written and verbal feedback on document clarity, technical accuracy, and effectiveness, • Apply advanced subject matter knowledge to evaluate and solve complex engineering problems, • Work independently, managing your time to deliver high-quality outputs with minimal supervision, • Contribute to the continuous improvement of data quality and project processes Required Skills and Qualifications: • 2-6 years of professional or academic experience in mechanical engineering or a closely related field (lab, workplace, or academia), • Strong reading comprehension skills, with proven ability to analyze and interpret technical documents, • Exceptional English communication skills, both written and verbal, • Demonstrated experience in creating or evaluating technical content, such as reports, studies, or problem sets, • Ability to work independently and efficiently, with excellent self-management, • High attention to detail and commitment to data accuracy, • Experience interfacing with technical documentation and performing analytical tasks Preferred Qualifications: • Advanced degree (Master’s or PhD) in Mechanical Engineering, Chemistry, Physics, or Biology, • Previous experience contributing to interdisciplinary or research-driven projects, • Familiarity with data-driven analysis or training data preparation

$50 - $90/hourpayChild SafetyCSAM-adjacent PolicyTeen SafetyCrisis-careMental-healthmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Child & Online Safety Expert Role Type: Contractor Location: Remote micro1 is engaging Child & Online Safety Experts to contribute to a high-impact customer project focused on online safety and mental-health support for young people. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. This opportunity centers on developing a robust mental-health safety evaluation framework for vulnerable youth online, leveraging your deep knowledge of crisis-care and digital risk assessment. Scope of Work • Develop comprehensive taxonomies related to self-harm, suicide prevention, eating disorders, and emotional dependency in digital contexts., • Establish best-practice standards for digital support and clinical safety regarding youth and adolescent mental health., • Create detection frameworks to identify, flag, and evaluate potentially harmful online content and advice related to mental-health crises for minors., • Design and refine clinical response rubrics and escalation protocols for at-risk individuals in digital environments., • Collaborate with project leads to ensure that all evaluation benchmarks and guidelines are grounded in current research and clinical best practices., • Offer insights on CSAM-adjacent policy and online exploitation dynamics, enhancing digital child safety protocols., • Deliver clear, actionable written and verbal feedback that shapes the ongoing development of AI safety tools and frameworks. Preferred Qualifications • Licensed therapist, psychiatrist, clinician, or mental-health professional with direct crisis-care experience., • 5+ years of focused work in adolescent mental health, suicide prevention, eating-disorder intervention, or related fields; 8–20 years welcomed for senior contributors., • Demonstrated expertise in clinical risk assessment and intervention in digital or online settings., • Advanced degree, specialized certification, or equivalent operational experience in mental-health or child safety domains., • Experience evaluating or implementing CSAM-adjacent policies, or working within child online exploitation prevention initiatives., • Strong written and verbal communication skills, with the ability to distill complex information for diverse audiences., • High credibility and a recognized track record of impact in clinical, crisis-response, or safety evaluation communities.

$80 - $90/hourpayadvanced chemistry knowledgescientific writingverbal commsattention to detaileducational content developmentmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Chemistry Expert (PhD) Role Type: Contractor Location: Remote micro1 is engaging Chemistry Experts (PhD) to contribute their advanced subject-matter expertise to a customer’s AI training initiative. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work • Produce authoritative, accurate, and well-explained responses to advanced chemistry queries aimed at AI model improvement, emphasizing clarity and depth rather than rubric-based scoring., • Review and evaluate chemistry data, questions, and solutions to guarantee scientific accuracy, completeness, and current best-practice alignment., • Develop comprehensive explanations and justifications across a wide array of chemical concepts, spanning foundational and specialized areas of chemistry., • Collaborate with annotation leads and project managers to refine requirements and uphold high standards for response quality., • Create exemplary “golden responses” that set benchmarks for future model outputs, ensuring consistency and reliability in training data., • Document context and rationale behind answers to assist model interpretability and future annotation efforts., • Participate in remote discussions or workshops to clarify objectives and maintain alignment across the contributor community. Preferred Qualifications • PhD in Chemistry or a closely related scientific field with robust expertise in both foundational and advanced topics., • Proven ability to communicate intricate chemistry concepts with precision in both written and verbal forms., • Experience in developing, reviewing, or publishing scientific, technical, or educational chemistry materials (such as research articles, curricula, industry reports, or peer reviews)., • Familiarity with multiple sub-disciplines within chemistry (organic, inorganic, physical, analytical, materials science, etc.) and the ability to adapt explanations for diverse audiences., • Exceptional attention to detail with a commitment to scientific accuracy and methodological rigor., • Experience with AI, data annotation, or digital content development projects is advantageous but not essential., • Strong collaboration skills, particularly in remote or cross-functional environments. Compensation Structure Compensation is output-based; experts are paid per task that meets the project specifications. The time required to complete work may vary depending on the expert’s experience and workflow. Minimum submission requirements apply. Experts must submit a minimum of tasks per week. Start Timeline & Availability We typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24–48 hours of completing onboarding.

$90 - $120/hourpaystatisticsPhDstatistical approachadvanced data analysisMySQLmicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Statistics Expert (PhD) Role Type: Contractor Location: Remote micro1 is engaging Statistics Experts (PhD) to contribute their advanced subject-matter expertise to a customer's AI training initiative. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work • Produce authoritative, accurate, and well-explained responses to advanced statistics queries aimed at improving AI model performance, emphasizing clarity and depth over score-based metrics., • Review and evaluate statistics data, queries, and solutions to ensure accuracy, completeness, and alignment with current best practices., • Develop comprehensive explanations and justifications across both foundational and specialized statistics concepts, tailored for a range of technical backgrounds., • Collaborate with annotation leads and project managers to refine project requirements and maintain high standards for response quality., • Create exemplary "golden responses" that serve as benchmarks for future AI model outputs, ensuring reliability and consistency in training datasets., • Document the context and rationale behind answers to enhance model interpretability and facilitate future annotation efforts., • Participate in remote discussions or workshops to clarify objectives and maintain alignment within the contributor community. Preferred Qualifications • PhD in Statistics or a closely related field with demonstrated expertise in both core and advanced statistical topics., • Exceptional written and verbal communication skills, with proven ability to convey complex statistical concepts with precision., • Experience creating, reviewing, or publishing scientific, technical, or educational materials in statistics (e.g., research articles, curricula, industry reports, peer reviews)., • Familiarity across various sub-disciplines of statistics, such as probability theory, statistical inference, Bayesian methods, biostatistics, experimental design, or computational statistics., • Strong attention to analytical detail and a commitment to methodological rigor., • Experience with MySQL and advanced data analysis techniques., • Background in AI, data annotation, or digital content development projects is a plus, though not required., • Demonstrated ability to collaborate effectively in remote and cross-functional project environments. Compensation Structure Compensation is output-based; experts are paid per task that meets the project specifications. The time required to complete work may vary depending on the expert’s experience and workflow. Minimum submission requirements apply. Experts must submit a minimum of tasks per week. Start Timeline & Availability We typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24–48 hours of completing onboarding.

$80 - $90/hourpayComputer SciencePhDPythonData Sciencemicro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Computer Science Expert (PhD) Role Type: Contractor Location: Remote micro1 is engaging Computer Science Experts (PhD) to contribute their advanced subject-matter expertise to a customer's AI training initiative. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work • Produce authoritative, accurate, and well-explained responses to advanced computer science queries aimed at AI model improvement, emphasizing clarity and depth rather than rubric-based scoring., • Review and evaluate computer science data, questions, and solutions to guarantee accuracy, completeness, and current best-practice alignment., • Develop comprehensive explanations and justifications across a wide array of computer science concepts, spanning foundational and specialized areas of the field., • Collaborate with annotation leads and project managers to refine requirements and uphold high standards for response quality., • Create exemplary "golden responses" that set benchmarks for future model outputs, ensuring consistency and reliability in training data., • Document context and rationale behind answers to assist model interpretability and future annotation efforts., • Participate in remote discussions or workshops to clarify objectives and maintain alignment across the contributor community. Preferred Qualifications • PhD in Computer Science or a closely related field with robust expertise in both foundational and advanced topics., • Proven ability to communicate intricate computer science concepts with precision in both written and verbal forms., • Experience in developing, reviewing, or publishing scientific, technical, or educational computer science materials (such as research articles, curricula, industry reports, or peer reviews)., • Familiarity with multiple sub-disciplines within computer science (algorithms and theory, systems, artificial intelligence and machine learning, databases, computer networks, security, etc.) and the ability to adapt explanations for diverse audiences., • Exceptional attention to detail with a commitment to analytical accuracy and methodological rigor., • Experience with AI, data annotation, or digital content development projects is advantageous but not essential., • Strong collaboration skills, particularly in remote or cross-functional environments. Compensation Structure Compensation is output-based; experts are paid per task that meets the project specifications. The time required to complete work may vary depending on the expert’s experience and workflow. Minimum submission requirements apply. Experts must submit a minimum of tasks per week. Start Timeline & Availability We typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24–48 hours of completing onboarding.

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