Senior Optimization Engineer
2 days ago
Barcelona
ppbAt Lace Lithography, we’re scaling up our team and looking for a passionate and sharp talent to join us. We’re on a mission to do something really, really small. You’ll craft the masks that bring our patterns to life. /b /ppbIn our company we build chip lithography technology that will enable the next 100 years of chip manufacturing. Founded in 2023, we’re based in Bergen (Norway) and Barcelona (Spain), and backed by some of the world’s most ambitious investors. /b /ppLace Lithography is seeking a highly experienced bSenior Optimization Engineer /b to join our Mask Design team. In this high-impact role, you will architect and deploy the advanced nonlinear optimization engines that define the theoretical limits of our lithography systems. /ppYou will be responsible for defining how we solve high-dimensional, nonlinear problems, mentoring the team on advanced numerical methods, and establishing the standards for optimization reliability. Working alongside physicists and developers, you will deliver high-performance solutions to critical manufacturing challenges. /ppbThis role is based in Barcelona /b, and will involve regular travel between our two locations throughout the year. /ph3What you’ll do /h3ulliAdvanced Algorithm Engineering: Design and engineer custom, large-scale nonlinear optimization algorithms. You will move beyond standard implementations to develop specialized heuristics and globalization strategies that exploit the specific structure of our problem. /liliComplex Mathematical Formulation: Translate intricate multiphysics phenomena into rigorous, differentiable optimization problems, ensuring well-posedness and numerical stability for complex engineering objectives. /liliDeep Solver Integration Customization: Go beyond basic API interfacing to deeply customize solver behaviors. You will modify linear algebra backends, Hessian approximations, and callback structures to maximize solver performance. /liliCode Implementation: Write highly optimized, modular, and testable scientific code in Julia, Python, or C++. /liliGPU-Accelerated Optimization: Implement distributed and GPU-accelerated optimization routines. You will apply parallelization strategies (MPI, CUDA/Kernel abstractions) required to solve problems with millions of degrees of freedom in viable timeframes. /liliAlgorithmic Tuning Profiling: Conduct deep-dive performance analysis on critical loops. You will profile memory access patterns and algorithmic complexity to eliminate bottlenecks and resolve numerical instabilities. /liliTesting and Validation: Design comprehensive validation frameworks that stress‑test optimization convergence and ensure robustness against real‑world edge cases. /liliCross-Disciplinary Collaboration: Work closely with physics and hardware teams to ensure strong alignment between mathematical models and real-world systems. /liliTechnical Standards Best Practices: Serve as a Subject Matter Expert (SME) on numerical optimization. You will elevate the team's technical bar by conducting rigorous code reviews and championing best practices in numerical computing. /li /ulh3Who you are /h3h3Required /h3ulliEducation Experience: PhD in Applied Mathematics, Computer Science, Computational Physics, or Operations Research (or a Master’s degree with extensive industrial experience in numerical computing). /liliExpert Optimization Theory: Deep command of nonlinear optimization theory, including KKT conditions, duality, and the mechanics of Interior Point or Trust‑Region methods. /liliLarge-Scale Solving: Proven track record of formulating and solving massive-scale optimization problems (1M+ variables) in production or high-performance research contexts. /liliScientific Coding Mastery: Advanced proficiency in Julia, C++, or Python, with a strong focus on type stability, memory allocation, and vectorization. /liliNumerical Linear Algebra: Deep knowledge of sparse matrix factorizations, iterative linear solvers, and preconditioning techniques. /liliSolver Expertise: Hands‑on experience tuning and interfacing with large-scale solvers (e.g., IPOPT, KNITRO, SNOPT) at a low level. /liliDebugging Stability: Ability to diagnose complex convergence failures (singularities, scaling issues) and re‑formulate problems for numerical stability. /liliSoftware Engineering Rigor: Strong discipline in modern software practices, including version control (Git), unit testing for numerical code, and CI/CD workflows. /liliTechnical Communication: Ability to distill complex mathematical trade‑offs into clear engineering decisions. /li /ulh3Preferred /h3ulliExposure to GPU programming, high-performance computing, or parallel algorithms. /liliExperience contributing to scientific software projects or open-source tools. /li /ulh3Our team here at Lace /h3p…consists of amazing people who’ve joined us from all over the world, driven by intense curiosity, the urge for exploration, and a desire to push the limits of physics. We promise to offer you a place among highly motivated Lacers, present you with extremely difficult problems—and have a lot of fun solving them. /ph3Workplace culture /h3pLace operates out of two beautiful, vibrant, and strong-willed cities. Although we are cities apart, we strive to make the team feel as one. /ppWe don’t define values—but we have one universal expectation: /ppBe the best team player you can be. /ph3Perks and Benefits /h3h3Part of the team, part of the company /h3pCompetitive salary + equity through our incentive plan. /pp€50 monthly gym allowance, weekly team lunches, monthly social events, and annual off‑site with the whole team. /ph3Personal Development /h3pQuarterly development goals with your manager and your own budget to learn and grow. /ph3No journey without traveling /h3pWe support relocation and immigration to make joining Lace as smooth as possible. /p /p #J-18808-Ljbffr