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Tech Stack
Tools & technologiesPyTorch
About the role
Key responsibilities & impact- Define and drive the technical direction for physical AI algorithms
- Define and execute on a technical roadmap towards state-of-the-art reinforcement learning
- Design, implement, and improve ML / vision transformer models for 3D awareness and planning
- Architect multi-modal fusion approaches to build 3D environments
- Identify larger end-to-end models that should replace traditional approaches
- Apply advanced ML techniques to improve perception performance
- Lead structured experimentation and benchmarking
- Translate research ideas into reliable, scalable ML solutions
- Provide technical guidance and mentorship to perception engineers
Requirements
What you’ll need- 7+ years of experience in machine learning, vision transformers, diffusion, or computer vision
- Deep expertise in modern deep learning architectures
- Strong hands-on experience with PyTorch (or equivalent frameworks)
- Proven experience building and iterating on large-scale ML models
- Strong mathematical foundations in optimization and probabilistic modeling
- Track record of delivering measurable improvements in ML system performance
- Experience guiding technical decisions within a small engineering team
Benefits
Comp & perks- A competitive compensation package
- Time and resources to grow and develop
- Paid leave for learning days
- Paid access to e-learning resources
- Enhanced parental leave
- Paid leave to care for loved ones
- Work flexibility
- Setup budget for home office
- Monthly allowance for extra support
- Options to work from home country and abroad
- Competitive holiday plan
- Extra day off to celebrate your birthday
- Annual events like Hackathon and DevDays
- Inclusive global culture with diverse community
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
Reinforcement LearningML Model DevelopmentOptimization TechniquesProbabilistic Modeling3D Awareness and Planning
Soft Skills
MentorshipTechnical Guidance