Senior AI Performance and Efficiency Engineer

Artificial IntelligenceArtificial IntelligenceFull TimeRemoteSeniorTeam 10,001+Since 1993H1B SponsorCompany SiteLinkedIn

Location

California + 2 moreAll locations: California, New York, Washington

Posted

27 days ago

Salary

$152K - $241.5K / year

Seniority

Senior

Bachelor Degree5 yrs expExperience acceptedEnglishAWSAzureCloudGoogle Cloud PlatformPythonGo

Job Description

• Collaborate closely with our AI/ML researchers to make their ML models more efficient leading to significant productivity improvements and cost savings • Build tools, frameworks, and apply ML techniques to detect & analyze efficiency bottlenecks and deliver productivity improvements for our researchers • Work with researchers working on a variety of innovative ML workloads across Robotics, Autonomous vehicles, LLM’s, Videos and more • Collaborate across the engineering organizations to deliver efficiency in our usage of hardware, software, and infrastructure • Proactively monitor fleet wide utilization patterns, analyze existing inefficiency patterns, or discover new patterns, and deliver scalable solutions to solve them • Keep up to date with the most recent developments in AI/ML technologies, frameworks, and successful strategies, and advocate for their integration within the organization.

Job Requirements

  • BS or similar background in Computer Science or related area (or equivalent experience)
  • Minimum 5+ years of experience designing and operating large scale compute infrastructure
  • Strong understanding of modern ML techniques and tools
  • Experience investigating, and resolving, training & inference performance end to end
  • Debugging and optimization experience with NSight Systems and NSight Compute
  • Experience with debugging large-scale distributed training using NCCL
  • Proficiency in programming & scripting languages such as Python, Go, Bash
  • Familiarity with cloud computing platforms (e.g., AWS, GCP, Azure)
  • Dedication to ongoing learning and staying updated on new technologies and innovative methods in the AI/ML infrastructure sector
  • Excellent communication and collaboration skills, with the ability to work effectively with teams and individuals of different backgrounds

Benefits

  • Competitive salaries
  • Comprehensive benefits package
  • Equity

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