[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 reputed company-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

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