Senior Software Engineer

2 weeks agoSeniorSalary: 260K - 352KGdańsk, Pomeranian Voivodeship, Poland Engineering Jobs by Graphcore

Skills

C#Computer Architecture Debugging Heterogeneous Systems Machine Learning Memory Hierarchy Ml Accelerator Parallelism Performance Model Profiling Python Pytorch Simulator

Candidate Availability

Gdańsk · Required Poland · Required Pomeranian Voivodeship · Required

Required and preferred rules are kept separate and reflect the wording in the original posting.

About the Role

You design and evolve an application-level simulator for machine learning workloads, model execution and resource usage, translate real workloads into simulation models, validate results against system measurements, build scalable components, collaborate with performance and ML teams, and drive adoption of the simulator for technical decisions.

Requirements

Strong C++ development experience in performance-sensitive or large-scale systems
Strong Python skills
Familiarity with machine learning frameworks such as PyTorch and execution graphs
Understanding of computer architecture, memory hierarchy and heterogeneous systems
Familiarity with machine learning accelerator concepts
Understanding of modern machine learning architectures such as transformers and MoE
Experience with simulators or performance models
Knowledge of parallelism models and hardware mapping
Experience profiling and debugging complex multi-layer systems

Responsibilities

Design and evolve an ML application-level simulator
Model workload execution, system behaviour and resource usage
Translate real-world workloads and benchmarking data into simulation models
Validate simulator outputs against real system measurements
Build scalable and maintainable components
Collaborate with performance engineers, ML teams and silicon architects
Drive simulator adoption as a decision-making tool

Benefits

Annual leave
Medical health plan
Dental health plan
Gym card
Employee pension matched up to 4%