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Research Engineer - Physics Based Simulations, Mid-Level
Jobright.ai, Los Angeles, California, United States, 90079
Research Engineer - Physics Based Simulations, Mid-Level
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Research Engineer - Physics Based Simulations, Mid-Level
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Jobright.ai Research Engineer - Physics Based Simulations, Mid-Level
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Research Engineer - Physics Based Simulations, Mid-Level
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Jobright.ai Get AI-powered advice on this job and more exclusive features. Jobright is an AI-powered career platform that helps job seekers discover the top opportunities in the US. We are NOT a staffing agency. Jobright does not hire directly for these positions. We connect you with verified openings from employers you can trust. Job Summary: Machina Labs is a smart manufacturing company focused on building innovative solutions for industries such as aerospace and automotive. They are seeking a Research Engineer to develop physics-based simulation algorithms and collaborate with a team to enhance manufacturing capabilities through advanced computational techniques. Responsibilities: • Formulate and implement novel physics simulation algorithms tailored to robotic sheet metal forming, grounded in first-principles modeling • Develop and analyze advanced numerical methods for PDEs, contact modeling, deformation, and multi-physics coupling • Build high-performance simulation software leveraging GPU acceleration (CUDA, Warp, Taichi, or similar) • Collaborate with ML, robotics, and manufacturing engineers to ensure physical fidelity and integration with control and learning systems • Explore novel approaches, such as differentiable simulation, reduced-order modeling, and multi-scale methods, for enabling real-time decision-making • Contribute to high-quality, modular codebases that support reproducible research and production deployment • Disseminate results through publications in leading venues, bridging fundamental research and high-impact industrial applications Qualifications: Required: • PhD (or Master's with equivalent research experience) in Computer Science, Computational Mechanics, Applied Mathematics, or a related field • Strong research background in scientific computing, computer graphics, and robotic simulations • Proficiency in C++ and Python, with expertise in parallel computing and GPU acceleration • Knowledge of finite element methods, material point methods, or other physics-based solvers • Proven publication record in top venues such as SIGGRAPH, SIGGRAPH Asia, Journal of Computational Physics, Computer Methods in Applied Mechanics and Engineering, ICRA, IROS, RSS, CoRL, or related conferences and journals • Ability to work at the intersection of fundamental research and real-world system development Preferred: • Experience applying physics-based simulations in robotics, control, or manufacturing settings • Familiarity with NVIDIA Omniverse, Warp, or Taichi • Track record of advancing state-of-the-art algorithms from research prototypes to impactful engineering solutions Company: Machina Labs is a mechanical and industrial engineering and manufacturing company that automates metal forming and fabrication processes. Founded in 2019, the company is headquartered in Chatsworth, California, USA, with a team of 51-200 employees. The company is currently Growth Stage. Seniority level
Seniority level Mid-Senior level Employment type
Employment type Full-time Job function
Industries Software Development Referrals increase your chances of interviewing at Jobright.ai by 2x Inferred from the description for this job
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Torrance, CA $100,000.00-$145,000.00 2 months ago Torrance, CA $100,000.00-$145,000.00 2 months ago Northridge, CA $90,000.00-$120,000.00 1 month ago Los Angeles Metropolitan Area $99,461.00-$128,329.00 2 weeks ago Research Engineer - Physics Based Simulations
Los Angeles, CA $100,000.00-$190,000.00 3 weeks ago Don't see a job that matches your experience? Submit your resume here!
Santa Fe Springs, CA $85,000.00-$95,000.00 3 days ago Mechanical or Controls Senior Research Engineer
Associate Research Scientist, 3D Generative AI
Glendale, CA $138,900.00-$186,200.00 1 month ago Research Scientist - Expression of Interest
Pasadena, CA $59,800.00-$85,900.00 3 days ago Glendale, CA $167,700.00-$224,900.00 1 month ago Pasadena, CA $100,000.00-$190,000.00 4 days ago Senior Research Scientist, Quantum AI, Practical Techniques
Northridge, CA $95,000.00-$150,000.00 3 weeks ago Los Angeles, CA $90,000.00-$110,000.00 1 month ago We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.
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Join to apply for the
Research Engineer - Physics Based Simulations, Mid-Level
role at
Jobright.ai Research Engineer - Physics Based Simulations, Mid-Level
2 days ago Be among the first 25 applicants Join to apply for the
Research Engineer - Physics Based Simulations, Mid-Level
role at
Jobright.ai Get AI-powered advice on this job and more exclusive features. Jobright is an AI-powered career platform that helps job seekers discover the top opportunities in the US. We are NOT a staffing agency. Jobright does not hire directly for these positions. We connect you with verified openings from employers you can trust. Job Summary: Machina Labs is a smart manufacturing company focused on building innovative solutions for industries such as aerospace and automotive. They are seeking a Research Engineer to develop physics-based simulation algorithms and collaborate with a team to enhance manufacturing capabilities through advanced computational techniques. Responsibilities: • Formulate and implement novel physics simulation algorithms tailored to robotic sheet metal forming, grounded in first-principles modeling • Develop and analyze advanced numerical methods for PDEs, contact modeling, deformation, and multi-physics coupling • Build high-performance simulation software leveraging GPU acceleration (CUDA, Warp, Taichi, or similar) • Collaborate with ML, robotics, and manufacturing engineers to ensure physical fidelity and integration with control and learning systems • Explore novel approaches, such as differentiable simulation, reduced-order modeling, and multi-scale methods, for enabling real-time decision-making • Contribute to high-quality, modular codebases that support reproducible research and production deployment • Disseminate results through publications in leading venues, bridging fundamental research and high-impact industrial applications Qualifications: Required: • PhD (or Master's with equivalent research experience) in Computer Science, Computational Mechanics, Applied Mathematics, or a related field • Strong research background in scientific computing, computer graphics, and robotic simulations • Proficiency in C++ and Python, with expertise in parallel computing and GPU acceleration • Knowledge of finite element methods, material point methods, or other physics-based solvers • Proven publication record in top venues such as SIGGRAPH, SIGGRAPH Asia, Journal of Computational Physics, Computer Methods in Applied Mechanics and Engineering, ICRA, IROS, RSS, CoRL, or related conferences and journals • Ability to work at the intersection of fundamental research and real-world system development Preferred: • Experience applying physics-based simulations in robotics, control, or manufacturing settings • Familiarity with NVIDIA Omniverse, Warp, or Taichi • Track record of advancing state-of-the-art algorithms from research prototypes to impactful engineering solutions Company: Machina Labs is a mechanical and industrial engineering and manufacturing company that automates metal forming and fabrication processes. Founded in 2019, the company is headquartered in Chatsworth, California, USA, with a team of 51-200 employees. The company is currently Growth Stage. Seniority level
Seniority level Mid-Senior level Employment type
Employment type Full-time Job function
Industries Software Development Referrals increase your chances of interviewing at Jobright.ai by 2x Inferred from the description for this job
Medical insurance Vision insurance 401(k) Get notified when a new job is posted. Sign in to set job alerts for “Research Engineer” roles.
Torrance, CA $100,000.00-$145,000.00 2 months ago Torrance, CA $100,000.00-$145,000.00 2 months ago Northridge, CA $90,000.00-$120,000.00 1 month ago Los Angeles Metropolitan Area $99,461.00-$128,329.00 2 weeks ago Research Engineer - Physics Based Simulations
Los Angeles, CA $100,000.00-$190,000.00 3 weeks ago Don't see a job that matches your experience? Submit your resume here!
Santa Fe Springs, CA $85,000.00-$95,000.00 3 days ago Mechanical or Controls Senior Research Engineer
Associate Research Scientist, 3D Generative AI
Glendale, CA $138,900.00-$186,200.00 1 month ago Research Scientist - Expression of Interest
Pasadena, CA $59,800.00-$85,900.00 3 days ago Glendale, CA $167,700.00-$224,900.00 1 month ago Pasadena, CA $100,000.00-$190,000.00 4 days ago Senior Research Scientist, Quantum AI, Practical Techniques
Northridge, CA $95,000.00-$150,000.00 3 weeks ago Los Angeles, CA $90,000.00-$110,000.00 1 month ago We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.
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