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Posted: 10/20/2026Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in optimizing machine learning workloads on TPUs, with a strong focus on performance optimization from model code through kernels to hardware execution. Proficient in profiling, debugging, and validating performance improvements while collaborating with researchers and engineers on new model architectures.
Highest-signal resume keywords
TPU OptimizationMachine Learning WorkloadsKernel DevelopmentPerformance ProfilingQuantization Techniques
About the role
Key responsibilities & impact- Optimize model execution on TPUs across the complete forward pass and interactions between model code, kernels, and hardware
- Profile workloads, identify bottlenecks, and improve latency, throughput, and hardware utilization
- Develop and optimize kernels
- Explore quantization techniques to improve inference efficiency while preserving model quality
- Build benchmarks and tools to measure performance, validate correctness, and guide optimization
- Partner with researchers and engineers to support new model architectures and bring performance improvements into production
- Own performance optimization from model code through kernels to hardware execution
Requirements
What you’ll need- Practical experience optimizing machine learning workloads on TPUs through training, inference, or both
- Understanding of modern model architectures and how computation maps onto accelerator hardware
- Ability to connect detailed kernel behavior to complete-model performance across stack layers
- Strong software engineering skills
- Systematic approach to profiling, debugging, and validating performance improvements
- Experience with quantization or attention kernels would be especially useful
- Ability to work from the San Francisco office three days per week
- Authorization to work in the country where the job is located
Benefits
Comp & perks- Equity
- Performance-related bonus(es) for eligible employees
- Medical, dental, and vision insurance for you and your family, with employer contributions to Health Savings Accounts
- Pre-tax accounts for Health FSA, Dependent Care FSA, and commuter expenses (parking and transit)
- 401(k) retirement plan with employer match
- Paid parental leave (up to 24 weeks for birth parents and 20 weeks for non-birthing parents)
- Paid medical and caregiver leave (up to 8 weeks)
- Flexible PTO for exempt employees and up to 15 days annually for non-exempt employees
- 13+ paid company holidays
- Multiple paid coordinated company office closures throughout the year
- Paid sick or safe time
- Mental health and wellness support
- Employer-paid basic life and disability coverage
- Annual learning and development stipend
- Daily meals in offices and meal delivery credits as eligible
- Relocation support for eligible employees
- Charitable donation matching and wellness stipends may also be provided
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Model OptimizationKernel DevelopmentPerformance BenchmarkingDebuggingQuantization
Soft Skills
Systematic ApproachCollaboration
Industry Keywords
Model ArchitecturesInference EfficiencyHardware UtilizationLatency ImprovementThroughput Improvement