Site Name: USA – California – San Francisco
Posted Date: Mar 21 2023
At GSK we see a world in which advanced applications of machine learning and AI will allow us to develop novel therapies to existing diseases and to quickly respond to emerging or changing diseases with personalized drugs, driving better outcomes at reduced cost with fewer side effects. It is an ambitious vision that will require the development of products and solutions at the cutting edge of machine learning and AI. If that excites you, we’d love to chat.
The AI/ML Sequence Learning Team applies machine learning and AI methods to biological sequence (DNA, RNA, protein) data from large-scale human genetic, functional genomic and single cell experiments. Models operating directly on sequence data that can infer how variants alter protein/RNA abundance, structure and function have the potential to be transformative in drug discovery, empowering us to find new life saving medicines.
We are looking for a Senior AI/ML Engineer to help us make this vision a reality. Competitive candidates will have a track record in developing SOTA deep learning models for solving challenging real world scientific problems. You should be an outstanding scientist with in-depth knowledge in modern machine learning. You can convert vaguely described biological/drug discovery challenges into well-defined machine learning problem. You can independently execute and deliver full AI/ML driven solution from sourcing training data, design and implementing SOTA machine learning models, testing, benchmark and product driven research for model performance improvement, to shipping stable, tested, performant code and services in an agile environment.
The AI/ML team is built on the principles of ownership, accountability, continuous development, and collaboration. We hire for the long term, and we’re motivated to make this a great place to work. Our leaders will be committed to your career and development from day one.
Why you?
Basic Qualifications:
We are looking for professionals with these required skills to achieve our goals:
- Graduate studies in Computer Science or Applied Math.
- Experienced in developing deep learning models.
- Experience with deep learning algorithms and model architectures.
- Experience with deep learning literature and math of machine learning.
- Experience in machine learning best practices, scalable training and deployment, model introspection and evaluation.
- Experience in PyTorch, Tensorflow, or other deep learning frameworks.
- Experienced in software engineering with advanced skills in python and/or C++
- Experience with devop stacks: version control, CI/CD, containerization, etc.
- At least one peer reviewed publication.
Preferred Qualifications:
If you have the following characteristics, it would be a plus:
- PhD in Machine Learning.
- Knowledge in disease biology, molecular biology and biochemistry.
- Experience with biological data (e.g., genomics, transcriptomics, epigenomics, proteomics).
- Peer reviewed publications in major AI conferences.
- Experience in design, development and deployment of commercial AI/ML software.
- Mentality of commit early and often, metrics before models, and shipping high quality production code.
Why GSK?
GSK is a global biopharma company with a special purpose – to unite science, technology and talent to get ahead of disease together – so we can positively impact the health of billions of people and deliver stronger, more sustainable shareholder returns – as an organisation where people can thrive. Getting ahead means preventing disease as well as treating it, and we aim to impact the health of 2.5 billion people around the world in the next 10 years.
Our success absolutely depends on our people. While getting ahead of disease together is about our ambition for patients and shareholders, it’s also about making GSK a place where people can thrive. We want GSK to be a place where people feel inspired, encouraged and challenged to be the best they can be. A place where they can be themselves – feeling welcome, valued and included. Where they can keep growing and look after their wellbeing. So, if you share our ambition, join us at this exciting moment in our journey to get Ahead Together.
Find out more:
Annual Report 2021
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GSK offers a competitive compensation package inclusive of the following: Competitive base salary, annual bonus based on company performance, access to healthcare and wellbeing programs, retirement savings program, paid time off, and employee recognition programs which reward exceptional achievements. The salary range for this role is: $148,308 to $200,652
GSK is a global biopharma company with a special purpose – to unite science, technology and talent to get ahead of disease together – so we can positively impact the health of billions of people and deliver stronger, more sustainable shareholder returns – as an organisation where people can thrive. Getting ahead means preventing disease as well as treating it, and we aim to impact the health of 2.5 billion people around the world in the next 10 years.
Our success absolutely depends on our people. While getting ahead of disease together is about our ambition for patients and shareholders, it’s also about making GSK a place where people can thrive. We want GSK to be a workplace where everyone can feel a sense of belonging and thrive as set out in our Equal and Inclusive Treatment of Employees policy. We’re committed to being more proactive at all levels so that our workforce reflects the communities we work and hire in, and our GSK leadership reflects our GSK workforce.
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