Axelera
Senior/Staff AI Application Engineer - Heterogeneous Computing
Hybrid/Remote - Europe (incl. UK). Posted 19 days ago
The role
You will build a model enablement platform and decide how models run across the Metis or Europa AIPU, the host CPU, and host accelerators. The role involves architecture and hands-on work across the model frontend, graph compiler, runtime, and application pipeline.
What you will do
- Build the model enablement platform and agent harness
- Create reusable tools to partition, compile, run and profile
- Own how a PyTorch or ONNX model is captured, analysed and split across units
- Extend heterogeneous execution to large models, cascades and multi-model pipelines
- Bring each model to its best end-to-end performance
- Profile device time, host time and data movement
- Study critical models to turn lessons into platform improvements
Required qualifications
- 8+ years of engineering experience in systems, compilers, runtimes or performance, including system-level design ownership
- Hands-on experience with heterogeneous computing across CPU, GPU, DSP, NPU or FPGA
- Solid fundamentals in computer architecture, operating systems and parallel programming
- Familiarity with ML graph representations and compiler concepts: graph capture (torch.export, FX, ONNX), lowering, operator fusion, partitioning, memory planning
- Strong C++ and Python
- Daily use of AI coding agents on real engineering work
Nice to have
- Hands-on experience with MLIR or another compiler framework (TVM, XLA, TorchInductor, IREE)
- Experience with an inference runtime or execution engine (ONNX Runtime execution providers, a custom NPU or DSP runtime)
- Experience with GPU compute (CUDA, OpenCL, Vulkan) or SIMD optimization on Arm or x86
- Experience with large-model execution techniques such as offloading, expert caching, speculative decoding, pipelining across devices
- Experience building agent environments, evaluation harnesses or verification frameworks (differential testing, regression detection), or MCP-based tooling
Benefits
- Pension plan
- Extensive employee insurances
- Option to get company shares
About the company
Axelera AI is a deep-tech company creating a next-generation AI platform. It has a team of 250+ employees and is headquartered at the High Tech Campus in Eindhoven, Netherlands.