ML Systems & Performance Engineer: High-Performance Compute

Westbury Partners

Sydney

On-site

AUD 150,000 - 230,000

Full time

10 days ago
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Job summary

Westbury Partners is seeking a Machine Learning Systems & Performance Engineer to build high-performance ML infrastructure spanning compilers, runtimes, optimizers and heterogeneous hardware. You will accelerate research and production workloads through deep systems-level engineering, collaborating with stakeholders to translate requirements into scalable solutions.

The role covers designing ML framework infrastructure, optimizing runtimes, and developing orchestration layers that push hardware

Qualifications

  • Strong analytical and problem-solving abilities.
  • Comfortable switching between multiple programming languages and technologies.
  • Able to collaborate effectively with several stakeholders across the organization.

Responsibilities

  • Design and develop machine learning framework infrastructure.
  • Optimize runtimes and compute pipelines for hardware performance.
  • Build tooling to accelerate research iteration and experimentation.
  • Work with compilers, code generation, runtime systems, and orchestration layers.
  • Profile hardware behavior to identify bottlenecks.
  • Improve hot paths to maximize hardware utilization.
  • Balance high-level architecture with low-level implementation details.
  • Learn new technologies independently and evaluate approaches.

Skills

Analytical ability
Problem-solving
Collaboration

Tools

C++
Rust
Python
MLIR
CUDA

Job description

Westbury Partners is seeking a Machine Learning Systems & Performance Engineer to build high-performance ML infrastructure spanning compilers, runtimes, optimizers and heterogeneous hardware. You will accelerate research and production workloads through deep systems-level engineering, collaborating with stakeholders to translate requirements into scalable solutions.

The role covers designing ML framework infrastructure, optimizing runtimes, and developing orchestration layers that push hardware

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