2 дня назад
AI/ML Engineer (CAE)
150 000 - 250 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI/ML Engineer (CAE): Building and deploying AI/ML systems that accelerate simulation, improve engineering accuracy, and automate computer-aided engineering workflows with an accent on physics-informed data, generative design, and reduced-order modeling. Focus on designing AI/ML algorithms, integrating models into high-fidelity simulation pipelines, optimizing system performance, and taking projects from research through production with MLOps.
Location: On-site in San Francisco, CA, United States; candidates must work from the San Francisco office
Salary: $150,000–$250,000 USD annually
Company
is an early-stage, venture-backed AI startup developing computer-aided engineering solutions for the AI era.
What you will do
- Research, design, and develop AI/ML algorithms for simulation, design automation, and computer-aided engineering.
- Build scalable AI solutions and integrate models into CAE workflows and infrastructure.
- Improve model accuracy, analyze outputs, and address system-level performance bottlenecks.
- Guide AI/ML projects from research and prototyping through production deployment.
- Contribute to MLOps practices and robust end-to-end AI/ML systems.
- Collaborate with applied AI and mechanical engineering experts to improve simulation and design workflows.
Requirements
- 4+ years of experience developing and deploying AI/ML models, with impact in applied engineering or scientific domains.
- 2+ years of technical leadership guiding AI/ML projects from research to production.
- Proficiency in Python and modern AI/ML frameworks such as PyTorch, JAX, or TensorFlow.
- Experience with sequential, spatial, or physics-informed data, including time series, mesh data, or simulation outputs.
- Familiarity with MLOps and end-to-end AI/ML system development, from prototyping to scalable deployment.
- Strong understanding of simulation, modeling, and optimization, plus a bachelor's or advanced degree in Computer Science, Mechanical Engineering, Electrical Engineering, or a related field.
Nice to have
- Experience with CAE, CAD, or PLM tools such as Ansys, Abaqus, COMSOL, SolidWorks, or NX.
- Experience working in a fast-paced startup environment.
Culture & Benefits
- Opportunity to make a foundational impact at an early-stage, venture-backed startup.
- Close collaboration with applied AI and mechanical engineering experts.
- Visa sponsorship available.
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