MatX
Linkedin · Posted 6d ago
Runtime Engineer
Continue to application
Add your email once, then Caio opens the original posting.
Indexed description
What MatX Is BuildingMatX is building custom silicon for large-language-model inference and training, with HW/SW co-design across ISA, RTL, simulator, compiler, and kernels so each layer benefits from the others. The runtime owns the host-side stack and the contracts that bind those teams together.
What You'll Do Here
- Build the host-side interface library — device memory management, DMA, streams and events, sync primitives — that every compiler-emitted program runs on top of
- Own and extend the executable format: the compiler→runtime contract, its versioning, the weight and quantization layouts that let compiler and runtime evolve independently
- Design the custom-kernel ABI — calling convention, sync semantics, lifecycle — and the host-side marshaling layer (DLPack, the buffer protocol, numpy) that gets Python tensors to the device
- Build Python bindings via PyO3, with a C-ABI shim as the alternative integration path for downstream consumers
- Build the LLM inference serving stack — paged KV cache, continuous batching, request scheduling, token streaming — and the cluster orchestration primitives underneath it
- Bring up interconnect topology from the host and own the failure-detection and clean-teardown path for stop-restructure-resume recovery across racks
- Design what the chip exposes to host-side profilers and debuggers — perf counters, traces, and the Python surfaces ML engineers actually use — and hit measurable performance targets on runtime overhead and serving throughput
- Strong experience in a systems programming language — Rust, C, C++, or Go — including memory management, allocator design, and FFI/ABI work
- Have built Python interop layers in production (PyO3, ctypes, pybind11, or equivalent C-ABI bridging)
- Have designed and maintained API or ABI contracts between teams — versioning, evolution, breaking-change discipline — not just consumed someone else's
- Hands-on with at least one accelerator programming model (CUDA, ROCm, oneAPI Level Zero, TPU, or comparable) — enough to reason about device memory, async execution, and kernel launch
- ML-systems literate — comfortable with the training and inference loop, what collectives do, what a tensor layout is. Research depth not required.
- LLM inference internals — vLLM, TensorRT-LLM, or SGLang (paged attention, scheduler design)
- Rust at depth, including proc macros, unsafe with soundness reasoning, and complex lifetime/trait work
- Custom allocator design (slab, paged, arena) or other low-level memory work
- ML framework integration experience (PyTorch custom backends, JAX/XLA, ONNX runtime)
- Profiler or tracing infrastructure work (perfetto, Nsight, or a custom stack)
- Driver-adjacent or kernel-bypass work, or prior new-silicon bring-up
- Early Career - $120,000 - $250,000 + equity
- Mid Career - $175,000 - $362,500 + equity
- Senior Career - $250,000 - $475,000 + equity
- A Stake in our success A flexible cash equity compensation mix that fits your needs
- Health & Wellness Company subsidized Health, Dental, Vision, and Life insurance; Pre-tax Health Savings Accounts with generous company contribution (even if you don’t)
- Time To Recharge 4 weeks paid time off (accrued), 12 company holidays, and 3 weeks remote/flexible work per year
- Support to Parents Up to 12 weeks of paid parental leave, regardless of your path to parenthood
- Learning & Development $1,500 yearly towards your professional development e.g. conferences, courses, and other learning opportunities
- Team Connection Team Lunches, quarterly off-sites, and regular town halls
- Financial Wellbeing. 401K and/or Roth IRA, with 5% company contribution, even if you don’t!
- Flexible Spending Accounts Pre-tax spend accounts for medical, dental/vision, dependent care, parking, and transit expenses
- Commute On Us For those commuting up to 1 hour, put your rideshare cost on our company card and reclaim the drive-time to get work done!
- MatX E[x]tras $50 per month to use on the perks you care about most
- Remote Perks We work remotely Monday & Friday, supported by home-tech setup, and remote wifi expense reimbursement
Create a free Caio profile to unlock more results and save your role and location preferences.
Unlock free search
Want help applying to roles like this?
Search Caio for free. If repetitive applications get heavy, Managed Job Search adds supervised execution for $99/month.
View Managed Job Search