Remote Senior Machine Learning Engineer Job in UK Veeva Systems

Who you are

• 3+ years of experience as a Machine Learning Engineer
• 2+ years of experience in cloud development, ideally in AWS
• Professional in ML operationalization, including CI/CD pipelines and workflow/model management, stacks such as Airflow and MLfLow
• Professional in distributed computing platforms (Ray and Spark) as well as Kubernetes for inference
• Solid understanding and experience in deep learning frameworks (e.g., PyTorch, JAX,...)
• Hands-on experience in in-house training and inference of LLMs
• Strong collaboration skills as well as verbal and written communication skills

Desirables

• Experience in the life/health science industry
• Strong theoretical knowledge of NLP, ML, or Reinforcement Learning
• Experience with NoSQL databases
• Familiarity with architectural choices for ML systems
• Leadership skills and solid network for team growth

What the job involves

• Develop LLM-based agents specialized in extracting detailed information about Key Opinion Leaders (KOLs) in healthcare
• Build an end-to-end pipeline to analyze unstructured websites and medical documents, enabling semantic searches for KOL data in various languages
• Collaborate with software developers to deploy models for information extraction using cloud infrastructure, ensuring quality and scalability across different regions and specialties