AI Performance Architect, AI Hardware jobs in United States
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Tesla · 1 day ago

AI Performance Architect, AI Hardware

Tesla is revolutionizing artificial intelligence through cutting-edge hardware innovation. The AI/ML Performance Architect will drive the design, modeling, and optimization of next-generation tensor compute hardware, collaborating with various teams to create highly efficient hardware designs and validate performance models.

AutomotiveElectric VehicleEnergyManufacturingRenewable EnergyTransportation
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H1B Sponsor Likelynote

Responsibilities

Collaborate closely with system architects, micro architects, ML model designers, and compiler engineers to create highly efficient hardware designs on accelerated timelines
Develop and validate sophisticated performance models to evaluate architecture and microarchitecture tradeoffs, guiding informed decision-making
Define comprehensive workload suites and key performance metrics to benchmark and evaluate hardware capabilities
Analyze and assess implementations of machine learning algorithms on Tesla AI hardware, identifying bottlenecks and opportunities for improvement
Participate in hardware/software co-design efforts to align future hardware capabilities with evolving algorithmic demands
Contribute to code reviews, testing, and debugging processes to maintain exceptional code quality and reliability
Stay abreast of cutting-edge advancements in AI workloads, domain-specific languages, computer architecture, and simulation methodologies to inform strategic directions

Qualification

Computer architecturePerformance modelingAI workloadsDeep learning frameworksLarge Language ModelsMicroarchitecturesC/C++ programmingPython programmingProblem-solvingCommunication skills

Required

Degree in Engineering, Computer Science, or a related field, or equivalent practical experience demonstrating exceptional ability
In-depth knowledge of Large Language Models (LLMs), transformer architectures, including their training, inference processes, and optimization techniques
Strong expertise in CPU, GPU, and/or ML accelerator microarchitectures, with hands-on experience in performance characterization
Proficiency with deep learning frameworks such as PyTorch, JAX, Pallas, or similar tools
Robust programming skills in C/C++, Python, or other relevant languages
Solid understanding of physical design constraints, including power, performance, and area (PPA) tradeoffs in hardware development
Exceptional problem-solving abilities, capable of dissecting complex issues and devising innovative, practical solutions
Excellent communication and interpersonal skills, fostering effective collaboration across teams, including leadership and engineering stakeholders
Demonstrated experience in performance analysis, including the use of simulation frameworks and profiling tools
Ability to work on-site at Tesla's Palo Alto office, with flexibility for hybrid arrangements as needed

Benefits

Medical plans > plan options with $0 payroll deduction
Family-building, fertility, adoption and surrogacy benefits
Dental (including orthodontic coverage) and vision plans, both have options with a $0 paycheck contribution
Company Paid (Health Savings Accounts) HSA Contribution when enrolled in the High-Deductible medical plan with HSA
Healthcare and Dependent Care Flexible Spending Accounts (FSA)
401(k) with employer match, Employee Stock Purchase Plans, and other financial benefits
Company paid Basic Life, AD&D
Short-term and long-term disability insurance (90 day waiting period)
Employee Assistance Program
Sick and Vacation time (Flex time for salary positions, Accrued hours for Hourly positions), and Paid Holidays
Back-up childcare and parenting support resources
Voluntary benefits to include: critical illness, hospital indemnity, accident insurance, theft & legal services, and pet insurance
Weight Loss and Tobacco Cessation Programs
Tesla Babies program
Commuter benefits
Employee discounts and perks program

Company

Tesla is an electric vehicle and clean energy company that provides electric cars, solar, and renewable energy solutions.

H1B Sponsorship

Tesla has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (2796)
2024 (2113)
2023 (1304)
2022 (1227)
2021 (1102)
2020 (723)

Funding

Current Stage
Public Company
Total Funding
$20.12B
Key Investors
Societe GeneraleEuropean UnionPennDOT
2024-10-05Post Ipo Debt· $783M
2023-09-13Grant· $159.6M
2023-08-15Grant· $0.23M

Leadership Team

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Vaibhav Taneja
Chief Financial Officer
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Tom Zhu
SVP of Automotive
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Company data provided by crunchbase