Modular · 1 month ago
AI Kernel Engineer
Modular is a company focused on revolutionizing AI infrastructure by rebuilding the AI software stack. As an AI Kernel Engineer, you will design and optimize high-performance kernels for GPUs, driving performance improvements and enabling developers to deploy AI models more efficiently.
AI InfrastructureArtificial Intelligence (AI)Generative AIMachine LearningSoftware
Responsibilities
Design and optimize high-performance ML numeric and data manipulation kernels
Benchmark kernel performance and conduct performance analysis
Diagnose performance bottlenecks and implement kernel improvements
Collaborate with framework and compiler teams to deliver end-to-end AI performance that fully utilizes new hardware or GPU capabilities
Ensure kernel correctness, maintainability, and test coverage
Qualification
Required
Experience in GPU programming and parallel computing
Solid understanding of CPU/GPU memory hierarchy and performance modeling
Proficiency in Python or C++
Familiarity with assembly language
Hands-on experience with GPU profiling and debugging tools
Strong foundation in algorithms and data structures
Deep interest in machine learning technologies and use cases
Creativity and curiosity for solving complex problems, a team-oriented attitude that enables you to work well with others, and alignment with our culture
Preferred
Experience with ML framework kernel development (Triton, PyTorch, TensorFlow XLA) and libraries (cuBLAS, CUTE etc.)
Knowledge of GPU ISA-level optimization (PTX, SASS, GCN)
Experience with multi-GPU communication frameworks (NCCL, RCCL, MPI)
Contributions to open-source GPU or HPC communities
Knowledge of AI algorithms and state-of-the-art LLMs
Benefits
Premier insurance plans
Up to 5% 401k matching
Flexible paid time off
Annual target bonus
Equity
Team Building Events
Company
Modular
Modular provides AI infrastructure for deployment, serving, and programming GPUs.
H1B Sponsorship
Modular 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 (10)
2024 (6)
2023 (8)
2022 (4)
Funding
Current Stage
Growth StageTotal Funding
$380MKey Investors
US Innovative Technology FundGeneral CatalystGoogle Ventures
2025-09-24Series C· $250M
2023-08-24Series B· $100M
2022-06-30Seed· $30M
Recent News
Greylock
2025-12-29
Crunchbase News
2025-10-15
Company data provided by crunchbase