Kernel Engineer (Compute / Accelerator)

About the role

You will write, evaluate, and profile specialized compute kernels that run on a custom AI accelerator. This is the critical interface between high-level ML workloads and silicon — your code directly determines how effectively the hardware performs. You'll work closely with the architecture and compiler teams to define the kernel programming model, implement core tensor operations, and drive the performance profiling workflow that validates silicon design decisions.

What you'll do

Write and optimize compute kernels for a custom AI accelerator — tensor operations, data movement patterns, memory hierarchy exploitation

Develop and maintain profiling infrastructure to measure kernel performance against architectural targets

Define and document shuffle patterns for ML kernel primitives across CPU-like control, tensor cores, and CUTLASS-style operations

Drive kernel DSL design decisions — thread spawn mechanisms, register passing conventions, and memory management strategies

Enable end-to-end kernel execution on the architectural simulator

Collaborate with the compiler team on the MLIR dialect — your kernels are the primary validation target

Create onboarding documentation and kernel writing guides for the broader team

What we're looking for

C/C++ — production-grade systems code, not scripted glue. You'll write performance-critical kernels

CUDA or equivalent accelerator programming — deep experience writing GPU kernels, understanding warp/wavefront execution, memory coalescing, shared memory optimization. The mental model transfers directly

Computer architecture — you need to reason about pipelines, memory hierarchies, data movement costs, and how software maps to hardware

Performance profiling and optimization — you live in profilers. Identifying bottlenecks, measuring throughput, and iterating until kernels meet targets is the core loop

Tensor operations — practical understanding of GEMM, convolution, attention, reduction, and scatter/gather as they map to hardware

Python — for scripting, DSL integration, and profiling automation

(Optional) RISC-V, x86, or ARM64 ISA experience

(Optional) MLIR or LLVM compiler infrastructure

(Optional) HPC or scientific computing background (large-scale parallel compute intuition)

(Optional) FPGA or Verilog/SystemVerilog (ability to read RTL and reason about the hardware you're targeting)

(Optional) Familiarity with CUTLASS, Triton, or similar kernel libraries

Compensation

Final offers depend on level, location, and skills relevant to the role. Additional compensation: equity grant per company guidelines; medical / dental / vision; 401(k); standard PTO.

Visa Sponsorship

DensityAI sponsors qualified candidates for H-1B, O-1, TN, E-3, and other employment-based visas, and we welcome applicants on F-1 OPT and STEM-OPT. Work authorization is required at start; we provide immigration support to secure or transfer status.

Equal Opportunity

DensityAI is an Equal Opportunity Employer. We do not discriminate on the basis of race, color, religious creed, national origin, ancestry, physical or mental disability, medical condition, genetic information, marital status, sex, gender, gender identity, gender expression, age (40+), sexual orientation, military or veteran status, pregnancy, or any other status protected by law. We comply with the California CROWN Act and provide reasonable accommodations on request.

Full compensation packages are based on candidate experience and relevant certifications.

California pay range

$250,000 — $320,000 USD

Compensation

Final offers depend on level, location, and skills relevant to the role. Additional compensation: equity grant per company guidelines; medical / dental / vision; 401(k); standard PTO.

Visa Sponsorship

DensityAI sponsors qualified candidates for H-1B, O-1, TN, E-3, and other employment-based visas, and we welcome applicants on F-1 OPT and STEM-OPT. Work authorization is required at start; we provide immigration support to secure or transfer status.

Export Controls

Aspects of this role may involve access to information subject to U.S. export controls (EAR/ITAR). We may discuss licensing or scope adjustments during the interview.

Equal Opportunity

DensityAI is an Equal Opportunity Employer. We do not discriminate on the basis of race, color, religious creed, national origin, ancestry, physical or mental disability, medical condition, genetic information, marital status, sex, gender, gender identity, gender expression, age (40+), sexual orientation, military or veteran status, pregnancy, or any other status protected by law. We comply with the California CROWN Act and provide reasonable accommodations on request.