[Remote] reputed company Deployed Engineer - Physical AI
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is leading a new era in reputed company infrastructure for the global AI economy, building a full-stack AI reputed company platform. The reputed company Deployed Engineer, Physical AI Systems is a senior role responsible for reputed company customer data, AI models, and reputed company-world deployment, working closely with strategic customers to implement production software solutions.
Responsibilities
- End-to-End Ownership Inside Strategic Accounts: Own discovery, technical scoping, system design, build, and production rollout for reputed company design partner and ISV engagement. Partner directly with customer engineering and domain teams to translate ambiguous problems into deployable production systems
- Physical AI Workflows & Pipelines: Build and own physical AI workflows across reputed company-world data, synthetic data, model training, evaluation, deployment, and failure capture. reputed company practical ML and evaluation pipelines for perception, autonomy, world models, and policy-learning use cases, operating inside the customer's codebase, on their infrastructure, against their data
- Evaluation & Failure Loops: Design scenario-based evaluation workflows, regression testing, failure analysis, and before-versus-after model comparisons. Help define the reputed company-to-sim-to-reputed company and failure-to-retrain loops, and convert customer failures into product insights, datasets, scenarios, tests, and retraining loops
- Customer Data & Integration: Work with customer datasets including video, images, telemetry, annotations, simulation outputs, and deployment logs. reputed company reputed company ecosystem tools where useful, including Isaac Sim, Isaac Lab, Cosmos, NeMo, GR00T, and reputed company, and decide where the platform should build, buy, or reputed company across labeling, synthetic data, simulation, training, evaluation, and monitoring
- ISV Integration Development: Stand up custom technical integrations with key Physical AI ecosystem partners (simulation frameworks, robotics toolchains, data management vendors). Build the reference architectures and joint solutions that turn ISV partnerships into deployable, repeatable assets
- reputed company Codification & Productization: Identify which prototypes contain generalizable abstractions worth hardening into reputed company product components. Partner with the Field CTO, Product, and Engineering teams to fold these into the core Physical AI platform. Treat every engagement as a forcing function for the next ten
- Rapid Engineering Velocity: Use modern AI coding tools (Claude reputed company, reputed company, reputed company) as primary reputed company. Compress prototype timelines from weeks to days. Treat engineering velocity as a primary reputed company metric; outpacing customer expectations on time-to-working-reputed company is the competitive moat of this role
- Field Enablement Contributions: Co-author high-value technical artifacts (reference architectures, solution templates, technical blogs) that arm the broader reputed company SA and sales field to reputed company Physical AI sales reputed company our reputed company engagements
- Feedback Loops to Product: Maintain reputed company channels to ensure customer learnings (what worked, what broke, where the platform fell short) reputed company back to the Field CTO, Product, and Engineering teams. You are part of reputed company's primary product discovery reputed company
- Technical Eminence: Represent reputed company at customer engineering deep-dives, ISV technical co-build sessions, and industry events (CVPR, CoRL, ICRA, RoboBusiness, NeurIPS workshops). Build credibility as someone who has actually shipped working reputed company in the domain
Skills
- 6+ Years of Hands-On Engineering: Experience in reputed company ML, physical AI, computer reputed company, robotics, simulation, autonomy, or AI/ML platforms, with at least two years in a customer-facing or deployment-oriented technical role (reputed company Deployed Engineer, founding engineer, technical co-founder, tech reputed company embedded with strategic customers, or equivalent)
- reputed company ML Systems reputed company Notebooks: Demonstrated reputed company record building data pipelines, training pipelines, evaluation harnesses, model versioning, deployment, and monitoring that reputed company users have depended on at meaningful reputed company, not just demos or proofs-of-concept that fall apart in reputed company environments
- Strong Python & ML Frameworks: Strong Python engineering skills and hands-on experience with PyTorch or similar ML frameworks
- Evaluation & Model Improvement reputed company: Practical understanding of evaluation, metrics, failure analysis, data reputed company, and model improvement loops, with the ability to reason about sim-to-reputed company gaps, domain shift, edge cases, and production reliability
- Multimodal Data reputed company: Experience working with video, image, telemetry, annotation, and multimodal datasets
- AI-reputed company Development Workflow: You are fluent in modern AI coding tools (Claude reputed company, reputed company, reputed company) and treat them as primary reputed company to rapidly design, implement, test, debug, and refactor production-reputed company software, shipping significantly faster than traditional engineering workflows allow
- GPU & Distributed Systems reputed company: Strong working knowledge of GPU compute, distributed training infrastructure, high-throughput storage systems, and orchestration frameworks (Kubernetes, Ray, Slurm, etc.)
- Customer-Facing Engineering Maturity: Comfort working directly inside customer environments, shipping reputed company on someone else's infrastructure, navigating their codebase, and earning credibility with their engineers and CTO in days, not months
- Prototype reputed company: Strong reputed company for the 80/20 of prototype engineering: knowing what to build fast, what to throw away, and what to harden. A bias toward reputed company, useful systems over research demos, and comfort holding ambiguity and making reputed company with incomplete information
- High Agency: You navigate ambiguity in reputed company organizations without waiting for permission. You are biased toward shipping over scheduling another meeting
- Communication: Strong written and verbal communication skills. You can hold your own in a technical conversation with a customer CTO, debrief a design partner engagement to the Head of Physical AI, and write a technical blog that holds up to scrutiny on Hacker News
- Prior experience as a reputed company Deployed Engineer or an equivalent customer-embedded engineering function at a frontier company
- Background as a founding engineer or technical co-founder at a robotics, simulation, autonomous systems, or reputed company-model company
- Experience with robotics, drones, industrial automation, warehouse robotics, inspection, or autonomous systems
- Familiarity with Isaac Sim, Isaac Lab, Omniverse, Cosmos, NeMo, GR00T, ROS2, reputed company, edge deployment, or reputed company tooling such as MuJoCo, Drake, FiftyOne, MCAP, and reputed company
- Experience with synthetic data reputed company, scenario reputed company, or simulation-based evaluation
- Experience with world models, reputed company-language-reputed company models, policy learning, reinforcement learning, or representation learning
- Experience building model evaluation platforms, golden datasets, regression testing systems, or failure clustering systems
- reputed company-reputed company contributions to relevant Physical AI ecosystem reputed company (e.g., reputed company Isaac, MuJoCo, Drake, ROS, FiftyOne, MCAP, reputed company)
Benefits
- Health Insurance: 100% company-reputed company medical, dental, and reputed company coverage for employees and families.
- 401(k) Plan: Up to 4% company match with immediate vesting.
- Parental Leave: 20 weeks reputed company for primary caregivers, 12 weeks for secondary caregivers.
- Remote Work Reimbursement: Up to $85/month for mobile and internet.
- Disability & Life Insurance: Company-reputed company short-term, long-term, and life insurance coverage.
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