Senior Machine Learning Engineer

2 months ago


Uxbridge, United Kingdom Parexel Full time
About the Role

Parexel is seeking a highly skilled Senior Machine Learning Engineer to join our innovative team. As a key member of our AI Labs, you will be responsible for developing and deploying leading AI-driven solutions to improve workflows across Parexel and the life sciences industry.

Key Responsibilities
  • Leverage our proprietary technology stack to build custom machine learning models and design, implement, and document new ML/NLP modeling techniques and strategies.
  • Develop back-end/server-side software to support AI solution development and serving, and build internal frameworks, libraries, and infrastructure to improve machine learning and NLP capabilities.
  • Review and adapt recent research in ML and NLP into prototypes and production solutions, and review and improve the code of other engineers to enhance ML quality and security.
  • Understand business needs and user workflows and interpret in the context of potential AI solutions, and develop custom models and AI/NLP solutions to address business needs.
  • Lead experiment and evaluation design based on well-founded best practices in machine learning to ensure safe, effective, and principled AI development practices.
Requirements
  • Master's or PhD level in engineering or computer science with a focus on Machine Learning and NLP, or other equivalent qualification/experience.
  • Strong CS fundamentals including data structures, algorithms, and distributed systems, and theoretical and practical proficiency in probability, statistical NLP algorithms, and modern ML technologies.
  • Strong software engineering fundamentals, including the ability to write production-ready code, architect packages, and make sound architectural and procedural choices for effective shared codebases.
  • Python and scientific computing packages (pytorch, numpy, scikit-learn, tensorflow), and database technologies such as ElasticSearch, Neo4j, and SQL.
  • Excellent interpersonal, verbal, and written communication skills, and a flexible attitude with respect to work assignments and new learning.
About Parexel

Parexel is a leading biopharmaceutical services company that improves the world's health by providing a suite of services that help clients transform scientific discoveries into new treatments. We believe in our values and are committed to delivering high-quality solutions that meet the needs of our clients and stakeholders.



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