🕒 16 days ago
Post-train open-source LLMs for specialized customer tasks by turning domain-specific data into reward functions, agent environments, evaluations, and training pipelines that improve production models.
Reinforcement Learning Researcher | Learned-Policy Group
🕒 yesterday
Reinforcement LearningDeep LearningNeural Network Design And TrainingPolicy Architectures
📜 Description
- Research and develop reinforcement-learning planning algorithms, including policy architectures, reward design, training objectives, and optimization methods.
- Train and evaluate policies for difficult, interactive driving scenarios using learning-based planners and classical components.
- Develop metrics for safety, progress, comfort, and interaction quality to guide experiments and analyze failures.
- Build simulation-based training and closed-loop evaluation workflows.
- Turn research ideas into reliable components of the driving stack and validate improvements on the road.
🛠️ Requirements
- M.Sc. or Ph.D. in Computer Science, Electrical Engineering, or a related field.
- 3+ years of hands-on industry experience in deep learning, including designing and training neural networks.
- Hands-on reinforcement-learning experience through research or practical application.
- Experience in autonomous driving, robotics, motion planning, simulation, or closed-loop evaluation is an advantage.
Full job description
Build the intelligence behind the next driving decision.
We’re building a reinforcement-learning driving planner for complex, interactive road scenarios. We’re looking for a researcher to help take it from simulation to real vehicles.
You’ll develop policy models, rewards, and training methods. You’ll define how driving behavior is evaluated, analyze failures in closed loop, and validate improvements on the road. You’ll work in a small team at Mobileye and collaborate with control and other algorithm teams.
This is a high-impact role with direct influence on a core part of Mobileye’s
driving technology and its future products.
What will your job look like?
All you need is:
Similar jobs
Search more Research Scientist jobs
Research Scientist - Human-AI Systems
🕒 28 days ago
Snorkel AI👥 1001 - 5000 employees🏢 Computer Software
🕒 28 days ago
As a Research Scientist, you'll advance frontier AI by creating high-quality data and environments, optimizing pipelines, and collaborating with experts to enhance model performance.
Analista de Pesquisa e Desenvolvimento II
🕒 2 days ago
Vagasfarmax👥 501 - 1000 employees🏢 Pharmaceuticals
🕒 2 days ago
Conduz projetos de pesquisa e desenvolvimento de produtos, formulações e testes, produzindo documentação técnica e científica e apoiando áreas internas para atender a requisitos de qualidade e regulatórios.
Research Scientist Position in LISA Data Analysis
🕒 4 days ago
CRESST II👥 10,000+ employees🏢 Higher Education
🕒 4 days ago
The successful applicant will develop algorithms for gravitational wave data analysis and contribute to NASA's Science Ground Segment efforts while mentoring interdisciplinary teams.
Scientist II (Contract), Analytical Development
🕒 11 days ago
Vaxcyte👥 501 - 1000 employees🏢 Biotechnology
🕒 11 days ago
Develop and optimize analytical methods, execute biochemical testing, troubleshoot assays and instruments, and communicate data-driven findings while supporting compliant laboratory operations and cross-functional project delivery.