AI/ML Expert

3 weeks ago

Pu Dong Xin Qu, China 10287 GlaxoSmithKline (China) R&D Company Limited Full time

Transforming Healthcare with AI and Machine Learning



About the Role



We are seeking a talented Ai/ml Expert to join our team at 10287 GlaxoSmithKline (China) R&D Company Limited. As a key member of our AI/ML group, you will play a crucial role in developing innovative machine learning solutions to drive breakthroughs in healthcare.



About You



To be successful in this role, you will have a strong background in machine learning and/or AI, with experience in developing and deploying AI models in production environments. You will be able to design, implement, and own AI/ML-driven solutions across the model development life cycle.



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.
  • Deploy your algorithms to production to identify actionable insights from large databases.


What We Offer



As a member of our team, you will have access to outstanding experts in biology, chemistry, engineering, data science, and machine learning; unrivaled data sources, and GSK's state-of-the-art laboratory and compute infrastructure to help you develop and validate your machine learning research.



Requirements




  • 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.
  • Ability to work both autonomously and collaboratively on complex projects.


Preferred Qualifications




  • 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.
  • Experience with theory and 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.


Why GSK?



We are a global biopharma company with a special purpose – to unite science, technology, and talent to get ahead of disease together. We prevent and treat disease with vaccines, specialty and general medicines. We focus on the science of the immune system and the use of new platform and data technologies, investing in four core therapeutic areas (infectious diseases, HIV, respiratory/immunology, and oncology).

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