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Senior Applied Research Engineer - Machine Learning

sgi • Spain
Relocation
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Lead the development and optimization of large-scale distributed training pipelines for enterprise AI models. Responsible for profiling GPU bottlenecks, implementing model scaling techniques, and driving productionization of research models. Requires deep expertise in modern ML architectures, distributed training on multi-GPU systems, and advanced Python programming.

Key Highlights
Focus on large-scale model development and distributed training optimization
Direct influence on architectural decisions for efficiency and reliability
Bridge the gap between ML research and production serving
Key Responsibilities
Profile end-to-end distributed training runs to identify bottlenecks across compute, GPU memory, and inter-GPU communication.
Influence architectural decisions to improve efficiency and reliability of large-scale training jobs, including developing Triton/CUDA kernels when needed.
Design and implement model scaling, parallelisation, and memory optimisation techniques for training workloads with very large context sizes.
Collaborate closely with ML Researchers to diagnose architectural inefficiencies and ensure research ideas scale efficiently.
Drive productionisation and serving of models from the research side, including improving inference efficiency via quantisation.
Technical Skills Required
Python Distributed Training ML Architectures
Benefits & Perks
Competitive base salary
Equity
Comprehensive benefits
Relocation support
Nice to Have
Familiarity with NCCL, MPI, and distributed communication primitives
Knowledge of PyTorch and Triton internals
Programming experience with C++ and CUDA

Job Description

Senior Applied Research Engineer - Machine Learning | Remote (UK / EU)

We are partnered with a cutting-edge AI company shaping the future of enterprise decision-making. Founded by experienced technologists from leading research environments, the firm has developed a market-leading platform purpose-built for the structured data that underpins critical business decisions. Backed by top-tier investors and trusted by some of the world’s largest organisations, the company helps enterprises unlock significant value by enabling more accurate, forward-looking decision-making.

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