Senior Quantization Specialist

3 weeks ago


London, Greater London, United Kingdom MBN Solutions Full time

About the Role

We're seeking a highly skilled Machine Learning Engineer to join our team at MBN Solutions. As a key member of our founding team, you'll have a crucial role in shaping the future of AI with our groundbreaking technology.

The Challenge

We're building an application to train and evaluate Large Language Models (LLMs) efficiently, protecting against vulnerabilities, reducing model failure, and aligning with human intent. Your expertise in SOTA research and quantization techniques will enable us to optimize ML pipelines, allowing our team to ship models faster and more efficiently.

About You

You'll have experience applying quantization techniques, pruning, distributed training, and optimizing ML pipelines for training and deploying on GPU, managed HPC clusters, implemented inference servers. You'll be able to define memory footprint, reduce memory consumption, and improve data loading for ML Pipelines.

Here are some of the things we'd expect you to have:

  • Experience in ML quantization, PEFT, DeepSpeed, ONNX, TensorRT, etc.
  • Experience in Deep Learning using PyTorch Library
  • Experience with Kubernetes
  • Familiar with inference servers such as multi-LoRa, LoRA Exchange, TitanML, etc.
  • Experience creating/managing multi-node HPC clusters
  • Experience with Workload Managers like SLURM, Kepler, Moab, etc.
  • Experience working with some of the more recent LLMs (OpenAI, Mistral, Claude, LLaMA, etc.)

What's in It for Me?

As a founding member, you'll receive substantial equity alongside a generous base salary of £125-£200k, 4% employer contribution towards pension, and 25 days holiday.



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