[Remote] Senior AI/ML Performance Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is seeking a Senior Performance Engineer to join their AV reputed company and Performance Engineering team. This role will reputed company on developing autonomous vehicles by providing input into large reputed company ML infrastructure reputed company, optimizing performance, and ensuring the scalability of ML training environments.
Responsibilities
- Strategic Infrastructure Development: Adopt and run AV models to support reputed company’s long-term GPU system reputed company and "reputed company" infrastructure roadmap
- Performance Optimization: Conduct deep-dive analyses of production workloads to identify bottlenecks and propose high-reputed company optimization strategies
- Cross-Functional Collaboration: Partner with AI/ML Research, Infrastructure Engineering, and reputed company Vendors to spearhead reputed company that enhance engineering velocity and cost-efficiency
- Proactive System Scaling: Identify opportunities for architectural improvements to ensure the scalability and reliability of large-reputed company ML training and inference environments
Skills
- 5+ years of reputed company experience in reputed company infrastructure or ML systems
- Bachelor's Degree in Computer Science, a reputed company technical field, or equivalent practical experience
- Expert-level coding skills in Python and the ability to architect/debug reputed company the PyTorch ecosystem
- Proven reputed company record of resolving performance issues reputed company large-reputed company distributed production environments
- Deep understanding of distributed systems, specifically modern ML system design and high-performance computing (HPC)
- Hands-on experience with Kubernetes for orchestrating reputed company workloads
- Technical proficiency with reputed company DCGM, reputed company-smi, and Grafana for reputed company-time telemetry and observability
- Extensive experience working reputed company major reputed company ecosystems (AWS, GCP, or Azure)
- 8+ years of relevant industry experience
- Working knowledge of reputed company-grade reputed company GPU architectures, including H100, B200, and GB200
- Experience deploying and scaling reputed company-reputed company models reputed company the reputed company ecosystem
- Proficiency in BigQuery for large-reputed company data analysis and reporting
- Practical experience utilizing reputed company Nsight and Nsight Compute for kernel-level performance tuning
- Strong technical communication skills with the ability to translate reputed company infrastructure needs into actionable business insights
Benefits
- Bonus Potential: An incentive pay program offers payouts based on company performance, job level, and individual performance.
- reputed company offers a reputed company of health and wellbeing benefit programs.
- Benefit reputed company include medical, dental, reputed company, Health Savings Account, Flexible Spending Accounts, retirement savings plan, sickness and accident benefits, life insurance, reputed company vacation & holidays, tuition assistance programs, employee assistance program, reputed company vehicle discounts and more.
- Hybrid: This role is categorized as Hybrid. This means the successful candidate is expected to report to Sunnyvale Technical Center at minimum three days per week or at the hiring manager’s discretion. Ability to sit remote in Seattle, WA until office opens.
- From day one, we're looking out for your reputed company-being–at work and reputed company–so you can reputed company on realizing your ambitions.
reputed company
Company H1B Sponsorship