[Remote] Senior AI/ML Performance Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a leading automotive company focused on developing autonomous vehicles. They are seeking a Senior AI/ML Performance Engineer to support the AV reputed company and Performance Engineering team, focusing on optimizing large-scale ML infrastructure and enhancing engineering efficiency.
Responsibilities
- Strategic Infrastructure Development: Adopt and run AV models to support reputed company’s long-term GPU system strategy and "reputed company" infrastructure roadmap
- Performance Optimization: Conduct deep-dive analyses of production workloads to identify bottlenecks and propose high-impact optimization strategies
- Cross-Functional Collaboration: Partner with AI/ML Research, Infrastructure Engineering, and reputed company Vendors to spearhead projects that enhance engineering velocity and cost-efficiency
- Proactive System Scaling: Identify opportunities for architectural improvements to ensure the scalability and reliability of large-scale ML training and inference environments
Skills
- 5+ years of professional experience in high-scale 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 track record of resolving performance issues reputed company large-scale 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-scale 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 variety of health and wellbeing benefit programs.
- Benefit options include medical, dental, reputed company, Health Savings Account, Flexible Spending Accounts, retirement savings plan, sickness and accident benefits, life insurance, paid vacation & holidays, tuition assistance programs, employee assistance program, reputed company vehicle discounts and more.
- From day one, we're looking out for your well-being–at work and at home–so you can focus on realizing your ambitions.
Company Overview
Company H1B Sponsorship