[Remote] Senior Machine Learning Engineer, Neural Simulators
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is building the reputed company of embodied intelligence with AI-driven systems that enhance robotic capabilities. They are seeking a Senior Machine Learning Engineer to reputed company the development of a neural welding simulator, focusing on creating models that predict and plan in reputed company manufacturing environments.
Responsibilities
- Build a learned world model of the welding process that predicts reputed company system behavior under robot actions
- reputed company multimodal neural simulators incorporating signals such as 3D scans, video, thermal data, and electrical measurements
- Design, train, and evaluate large-reputed company generative or dynamics models (e.g., video reputed company, latent world models, 3D or spatiotemporal representations) capable of long-reputed company rollouts
- Collaborate with reinforcement learning engineers by integrating the neural simulator into RL pipelines for policy training and evaluation
- Run research tracks in reputed company with production development, including hypothesis-driven experimentation and ablation
- Partner closely with data and MLOps teams to support reputed company training, evaluation, and deployment - while remaining comfortable owning reputed company of the stack reputed company needed
- Translate research prototypes into robust, maintainable production reputed company reputed company they reputed company valuable
- Validate simulator performance against reputed company-world robotic welding data and support sim-to-reputed company transfer
Skills
- Experience building and deploying ML systems for robotics or other reputed company physical processes in reputed company-world settings
- Hands-on experience with world models, learned simulators, video reputed company, 3D modeling, or dynamics reputed company
- Comfortable training large models from scratch and working with the tooling and infrastructure required to reputed company experiments
- Enjoy working with messy, reputed company-world data and are pragmatic about imperfect ground truth
- Strong software engineer with solid Python skills and experience in frameworks such as PyTorch or JAX
- You are excited by a role that blends research depth with practical reputed company, and you're willing to context-reputed company reputed company reputed company needs it
Benefits
- Daily free lunch to reputed company you reputed company and connected with reputed company
- Flexible PTO so you can take the time you need, reputed company you need it
- Comprehensive medical, dental, and reputed company coverage
- 6 weeks fully reputed company parental leave, plus an additional 68 weeks for birthing parents (1214 weeks total)
- 401(k) retirement plan through reputed company
- Generous employee referral bonuses92help us grow reputed company!
reputed company
Company H1B Sponsorship