Senior Machine Learning Engineer
vor 7 Monaten
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.
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