Senior Research Engineer

2 weeks ago

London, Greater London, United Kingdom Unlikely Artificial Intelligence Limited. Full time

As a Senior Research Engineer at Unlikely AI, you will play a key role in delivering model prototypes to production and designing and implementing new ML features on our platform. This includes managing model deployments, ensuring stability, and optimizing our vector search capabilities.

You should have a strong understanding of ML fundamentals and be up to date with the latest LLM models to undertake evaluation of new implementations.

This role involves implementing, deploying, and monitoring deep learning models, including LLMs. You will also be responsible for conducting comprehensive performance evaluations, focusing on latency and accuracy across different implementations.

Required:

  • 5+ years experience in a Machine learning/Research Engineer role
  • Experience utilising & deploying deep learning models
  • Strong coding skills in Python, including the use of PyTorch or TensorFlow
  • Experience with MLOps, with strong expertise in Docker for containerization and orchestration
  • Knowledge of ML model deployment including technologies such as Torchserve, Sagemaker or VertexAI
  • Understanding of modern best practices for agile software development
  • Knowledge of the latest developments in NLP including LLMs and the transformer architecture
  • SRE: An understanding of how to keep models stable and performant in production settings

Desirable:

  • Experience with building CI/CD workflows
  • Experience working in a startup
  • Experience with retrieval augmented generation for LLMs and semantic vector search
  • Experience optimising model deployments in terms of latency and throughput
  • Infrastructure-as-code tools, such as Terraform

We are committed to having a truly diverse team where everyone is encouraged to be their authentic selves. We do not discriminate in employment based on gender, race, religion, sexual orientation, national origin, political affiliation, disability, age, marital status, medical history, parental status or genetic information.

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