AI Engineer for Pharmaceutical Manufacturing

1 week ago


London, Greater London, United Kingdom Insight Global Full time
Job Description

We are seeking an experienced AI Engineer for Pharmaceutical Manufacturing to drive the future of drug development. This role involves collaborating with diverse teams to scale up exploratory work and transition solutions from notebooks to robust ML pipelines.

Key Responsibilities:
  • Collaborative Innovation: Work with AI/ML scientists on solution optimization and deployment, creating blueprints and transitioning ideas from prototype to production.
  • Taking Models into Production: Deploy machine learning models into production environments.
  • Data Exploration & Visualization: Explore and visualize data to understand differences in data distribution that affect model performance.
  • Data Quality Assurance: Verify data quality through data cleaning and ML validation strategies.
  • Building training pipelines and components for scalable ML solutions, addressing errors and educating teams.
  • Scaling up exploratory work and transitioning solutions from notebooks to robust ML pipelines.
Requirements:
  • Must Haves:
    • Experience as a Generative AI Engineer.
    • ML Engineering background.
    • Comfortable building ML infrastructure and deploying ML solutions.
    • Strong experience building LLMs, focusing on fine tuning, pretraining, inference, and RAG.
    • Using Llamaindex or Langchain.
    • NLP experience and Python programming skills with TensorFlow, PyTorch, HuggingFace.
    • Knowledge of data tools such as Kubernetes, Databricks.
    • Experience building AI agents.
    • Background working with technical data scientists, data engineers, and life scientists.
  • Plusses:
    • Previous experience working in the Pharmaceutical industry.
    • PhD focusing on Deep Learning, Neural Networks, Machine Learning or AI.

Estimated salary: $140,000 - $160,000 per year.



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