Forward Deployed Engineer – Physical AI

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🔥 0 minutes ago

🏄 California, Texas – Remote

🏄 California – Remote 🤠 Texas – Remote

💵 $169.9k - $254.9k / year

⏰ Full Time

🟡 Mid-level

🟠 Senior

🤖 AI Engineer

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Nebius Group

WebsiteLinkedInAll Job Openings

1001 - 5000 employees

🏢 Enterprise

☁️ SaaS

AI • Enterprise • SaaS

Nebius Group is building one of the world’s leading AI infrastructure companies, focusing on providing the necessary compute, storage, and tools for developers in the AI space. Based in Europe and listed on Nasdaq, Nebius has a global presence with R&D centers across Europe, North America, and Israel. The company's primary offering is an AI-centric cloud platform designed for intensive AI workloads, complemented by various other businesses involved in generative AI development, edtech, and autonomous technology.

📋 Description

• End-to-End Ownership Inside Strategic Accounts: Own discovery, technical scoping, system design, build, and production rollout for each design partner and ISV engagement. • Physical AI Workflows & Pipelines: Build and own physical AI workflows across real-world data, synthetic data, model training, evaluation, deployment, and failure capture. • Evaluation & Failure Loops: Design scenario-based evaluation workflows, regression testing, failure analysis, and before-versus-after model comparisons. • Customer Data & Integration: Work with customer datasets including video, images, telemetry, annotations, simulation outputs, and deployment logs. • ISV Integration Development: Stand up custom technical integrations with key Physical AI ecosystem partners. • Pattern Codification & Productization: Identify which prototypes contain generalizable abstractions worth hardening into modular product components. • Rapid Engineering Velocity: Use modern AI coding tools as primary leverage. • Field Enablement Contributions: Co-author high-value technical artifacts that arm the broader Nebius SA and sales field. • Feedback Loops to Product: Maintain structured channels to ensure customer learnings flow back to the Field CTO, Product, and Engineering teams. • Technical Eminence: Represent Nebius at customer engineering deep-dives, ISV technical co-build sessions, and industry events.

🎯 Requirements

• 6+ Years of Hands-On Engineering: Experience in applied ML, physical AI, computer vision, robotics, simulation, autonomy, or AI/ML platforms, with at least two years in a customer-facing or deployment-oriented technical role. • Real ML Systems Beyond Notebooks: Demonstrated track record building data pipelines, training pipelines, evaluation harnesses, model versioning, deployment, and monitoring that real users have depended on at meaningful scale. • Strong Python & ML Frameworks: Strong Python engineering skills and hands-on experience with PyTorch or similar ML frameworks. • Evaluation & Model Improvement Instinct: Practical understanding of evaluation, metrics, failure analysis, data quality, and model improvement loops. • Multimodal Data Fluency: Experience working with video, image, telemetry, annotation, and multimodal datasets. • AI-Native Development Workflow: Fluent in modern AI coding tools and treat them as primary leverage. • GPU & Distributed Systems Fluency: Strong working knowledge of GPU compute, distributed training infrastructure, high-throughput storage systems, and orchestration frameworks. • Customer-Facing Engineering Maturity: Comfort working directly inside customer environments, shipping code on someone else's infrastructure. • Prototype Mindset: Strong instinct for the 80/20 of prototype engineering. • High Agency: Navigate ambiguity in complex organizations without waiting for permission. • Communication: Strong written and verbal communication skills.

🏖️ Benefits

• Health Insurance: 100% company-paid medical, dental, and vision coverage for employees and families. • 401(k) Plan: Up to 4% company match with immediate vesting. • Parental Leave: 20 weeks paid for primary caregivers, 12 weeks for secondary caregivers. • Remote Work Reimbursement: Up to $85/month for mobile and internet. • Disability & Life Insurance: Company-paid short-term, long-term, and life insurance coverage.