AI Optimization Engineer

2 weeks ago


London, Greater London, United Kingdom MBN Solutions Full time

Company Overview

MBN Solutions is a young startup dedicated to building groundbreaking technology and shaping the future of AI. Our mission is to create an application that trains and evaluates Large Language Models (LLMs) efficiently, protecting against vulnerabilities and reducing model failure.

Salary

We offer a generous base salary of £150k-£200k per annum, plus substantial equity for our founding team members.

Job Description

We are seeking an experienced Machine Learning Engineer to implement SOTA research and quantization techniques to optimize ML pipelines. You will be responsible for enabling people to ship their models faster and more efficiently.

Required Skills and Qualifications

To succeed in this role, you will need:

  • Experience with ML quantization, PEFT, DeepSpeed, ONNX, TensorRT, and other relevant technologies.
  • Proficiency in Deep Learning using PyTorch Library.
  • Knowledge of Kubernetes and inference servers such as multi-LoRa, LoRA Exchange, TitanML, etc.
  • Experience creating and managing multi-node HPC clusters.
  • Familiarity with Workload Managers like SLURM, Kepler, Moab, etc.
  • Experience working with recent LLMs, including OpenAI, Mistral, Claude, LLaMA, etc.

Benefits

In addition to your salary and equity, you will enjoy:

  • A 4% employer contribution towards pension.
  • 25 days' holiday.


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