AI/ML Engineer - Sequence Learning

$130,900 - $177,100/Yr

GlaxoSmithKline - San Francisco, CA

Full-time - Mid Level

San Francisco, CA

Chemical Manufacturing

About the position

The AI/ML Engineer - Sequence Learning role at GSK focuses on applying advanced machine learning and AI techniques to biological sequence data, aiming to develop innovative therapies for diseases. The position involves working with large-scale genetic and genomic data to create models that can transform drug discovery processes. The ideal candidate will have a strong background in AI/ML product development and software engineering, contributing to the mission of delivering personalized medicine and improving health outcomes.

Responsibilities

• Apply machine learning and AI methods to biological sequence data.
• Develop models that infer how genetic variants affect protein/RNA abundance, structure, and function.
• Collaborate with cross-functional teams to integrate AI/ML solutions into drug discovery processes.
• Ensure the delivery of high-performing AI/ML products in production environments.
• Write stable, tested, and performant code in an agile setting.

Requirements

• Graduate studies in Computer Science or Applied Mathematics, or equivalent work history in AI/ML techniques.
• Experience in software engineering with Python.
• Proficiency with deep learning frameworks such as PyTorch or TensorFlow.
• Experience with the machine learning stack.

Nice-to-haves

• PhD in Computer Science.
• Knowledge in disease biology, molecular biology, and biochemistry.
• Experience with biological data such as genomics and transcriptomics.
• Understanding of best practices in machine learning.
• Track record of contributing to open-source projects.

Benefits

• Health care and insurance benefits for employee and family.
• Retirement benefits.
• Paid holidays and vacation.
• Paid caregiver/parental and medical leave.