AI/ML Engineer
4 weeks ago
At GSK, we're pushing the boundaries of machine learning and artificial intelligence to revolutionize healthcare. Our global AI/ML group is dedicated to developing cutting-edge solutions that leverage the power of genetics, functional genomics, and machine learning to create transformational medicines.
Key Responsibilities:- Design, implement, and own AI/ML-driven solutions across the model development life cycle.
- Research and develop state-of-the-art machine learning models, including deep learning, for biomedical prediction tasks.
- Deliver robust, tested, and performant code in an agile environment.
- Collaborate with experts in biology, medicine, and experimentation to optimize data collection for training biomedical ML models.
- Develop and embed automated processes for predictive model validation, deployment, and implementation.
- A minimum of a master's degree in computer science, applied math, statistics, physics, systems biology, computational biology, bioinformatics, or related field.
- Experience in Python programming and knowledge in machine learning and statistics.
- Demonstrated proficiency working with biological/healthcare data in an academic or professional setting.
- Familiarity with at least one Deep Learning framework such as TensorFlow, Keras, or PyTorch.
- Proven ability to solve complex problems using creative approaches, state-of-the-art tools, and best engineering practices.
- A PhD in computer science, applied math, statistics, physics, systems biology, computational biology, bioinformatics, or related field.
- Academic or industry experience in the biomedical sciences, especially in respiratory diseases.
- Prior experience working in clinical trials.
- Experience with real-world evidence or clinical trial data.
- Expertise developing machine learning models within the PyTorch framework.
We're a global biopharma company with a special purpose – to unite science, technology, and talent to get ahead of disease together. Our success depends on our people, and we want GSK to be a place where people can thrive. We're committed to long-term career growth, diversity, and inclusion, and we're seeking talented individuals to join our AI/ML team in China.
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