Luminary Group

Senior Machine Learning Engineer - RWE - United States

Luminary Group United States
Luminary Group

Senior Machine Learning Engineer - RWE - United States

Luminary Group United States
3 months ago 118 applicants

See who Luminary Group has hired for this role

Luminary Group is currently in partnership with a world leading life science company who is currently seeking a highly skilled and motivated Senior Machine Learning Engineer with expertise in Real-World Evidence (RWE) to join their team. As a Senior Machine Learning Engineer, you will be responsible for developing and implementing cutting-edge machine learning models and algorithms to analyze RWE data and extract valuable insights for the healthcare industry.

Responsibilities:

  • Design, develop, and deploy machine learning models and algorithms to analyze complex RWE datasets
  • Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions
  • Preprocess and clean large-scale RWE data to ensure quality and integrity
  • Evaluate and select appropriate machine learning techniques, tools, and frameworks for specific use cases
  • Train, fine-tune, and validate machine learning models using state-of-the-art methodologies and techniques
  • Optimize machine learning models for scalability, performance, and accuracy
  • Monitor and maintain deployed machine learning models, ensuring their ongoing performance and relevance
  • Stay up-to-date with the latest trends and advancements in machine learning and real-world evidence
  • Communicate findings and insights to both technical and non-technical stakeholders


Requirements

  • Bachelor's degree in computer science, data science, or a related field; advanced degree preferred
  • Minimum of 4 years of experience in machine learning engineering or data science, with a focus on healthcare and real-world evidence (RWE)
  • Strong knowledge of machine learning algorithms, statistical modeling, and data mining techniques
  • Proficiency in programming languages such as Python or R for data preprocessing, analysis, and model implementation
  • Experience with machine learning libraries and frameworks, such as TensorFlow, PyTorch, or scikit-learn
  • Solid understanding of database systems and SQL for data manipulation and querying
  • Experience with big data technologies and distributed computing frameworks is a plus
  • Strong problem-solving and analytical skills, with the ability to find creative solutions to complex problems
  • Excellent communication and collaboration skills, with the ability to work effectively in a team environment
  • Experience in the healthcare industry and familiarity with healthcare data standards is preferred

  • Seniority level

    Mid-Senior level

  • Employment type

    Full-time

  • Job function

    Engineering and Information Technology

  • Industries

    Primary and Secondary Education and Non-profit Organizations

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