AI/ML Engineer
On-site · Shanghai, Shanghai, China
Job Summary
As an AI/ML Engineer, you will design and implement novel scientific approaches to analyze biological data, producing robust predictions for key biological and clinical tasks. Responsibilities include leveraging data insights, applying latest advancements in AI/ML, developing automated processes for predictive model validation, and collaborating with subject matter experts in biology and medicine. The role requires a master's degree in relevant fields, proven machine learning engineering experience, proficiency in Python, familiarity with deep learning frameworks, and the ability to tackle complex problems independently and with teams.
Required Qualifications
- A minimum of a master’s degree in computer science, applied math, statistics, physics, systems biology, computational biology, bioinformatics, or related field
- Proven experience in machine learning engineering
- Extensive experience in Python programming and knowledge in machine learning and statistics
- Demonstrated proficiency working with clinical trial 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
- Ability to work both autonomously and collaboratively on complex projects
Desired Qualifications
- Academic or industry experience in the biomedical sciences especially in respiratory diseases
- Prior experience working in clinical trials
- Experience with real world evidence
- Expertise developing machine learning models within the PyTorch framework
- Experience with theory & applications in software engineering; training and operating algorithms at scale; production deployment of ML services
- Ability to digest, synthesize, and implement innovative methods from scientific literature
Additional Requirements
- GSK does not accept referrals from employment businesses and/or employment agencies for this vacancy
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