ML Engineer, HPC-Driven AI Platform Architect

Dex; Greater London; On-site; GBP 75,000 - 120,000; Full time

Job summary

Dex is seeking a role at the intersection of advanced ML and HPC architecture to shape platforms and tools used by quantitative researchers. You will evaluate, integrate, and optimize technologies that amplify research velocity, working with internal experts and external vendors.

Ideal candidates have a postgraduate ML degree (or equivalent), strong Python/PyTorch/NumPy skills, and deep expertise in ML/HPC domains such as optimization, profiling, or model inference.

Qualifications

• A postgraduate degree in Machine Learning or a related quantitative field, or equivalent commercial experience building ML systems at scale.
• Strong object-oriented programming skills, particularly with Python, PyTorch, and NumPy.
• Deep expertise in at least one of: advanced optimization methods, modern ML techniques, high-performance computing, profiling, or model inference.
• A demonstrated ability to evaluate and integrate novel ML/HPC technologies, engaging with external experts and vendors.

Responsibilities

• Evaluate and integrate cutting-edge ML accelerators and HPC technologies.
• Optimize model inference for extreme latency and throughput requirements.
• Benchmark distributed training setups, understanding networking and storage trade-offs.
• Engage directly with leading technology vendors, influencing their product roadmaps.

Skills

Python

PyTorch

NumPy

ML systems

Education

Postgraduate degree in ML or related field

Tools

Profiling tools

Job description

Dex is seeking a role at the intersection of advanced ML and HPC architecture to shape platforms and tools used by quantitative researchers. You will evaluate, integrate, and optimize technologies that amplify research velocity, working with internal experts and external vendors.

Ideal candidates have a postgraduate ML degree (or equivalent), strong Python/PyTorch/NumPy skills, and deep expertise in ML/HPC domains such as optimization, profiling, or model inference.