AI/ML Engineer

Company: GlaxoSmithKline
Location: San Francisco
Posted on: November 11, 2024

Job Description:

Site Name: USA - California - San Francisco, USA - Massachusetts - Cambridge, USA - Pennsylvania - Upper ProvidencePosted Date: Nov 7 2024At GSK we see a world in which advanced applications of Machine Learning and AI will allow us to develop transformational medicines using the power of genetics, functional genomics and machine learning. AI will also play a role in how we diagnose and use medicines to enable everyone to do more feel better and live longer. It is an ambitious vision that will require the development of products at the cutting edge of Machine Learning and AI.The AI/ML Medical Imaging Team applies advances in machine learning and AI with an emphasis on deep learning to established medical imaging modalities including CT/MRI/PET that provide both anatomical and functional information used for development and discovery of novel biomarker/phenotypes and imaging endpoints in clinical trials. Our team builds products that aim to extract these insights from public and internal datasets of clinical trial imaging data.This is an exciting opportunity at the intersection of medical image analysis and computer vision.We're looking for a highly skilled AI/ML Engineer to join our team. As an AI/ML Engineer in this role, you will:

• Carry out product-driven research on novel machine learning methods to medical imaging data.
• Leverage internal high performance computing system to train and productionize our models at scale.
• Work closely with domain experts on cross-disciplinary teams to generate actionable insights that impact phenotype, biomarker and clinical endpoint development.
• Contribute to our developing codebase with well-tested, production-ready code.Competitive candidates will have in-depth knowledge of machine learning with a track record of developing machine learning and especially deep learning models for solving challenging real world scientific problems. They should be comfortable with writing quality, well-documented, and well-tested code in the AI/ML space and operate in an agile environment.Why you?Basic Qualifications:

• Masters in computer science, engineering, math or biological sciences.
• Experience with Machine learning and software engineering.
• Experience Working in a collaborative CI/CD software development environment, including use of git, peer code review.
• Developing, troubleshooting, and validating deep learning models for diverse computer vision tasks (e.g., segmentation, recognition, classification, domain adaptation) using PyTorch, TensorFlow, or other deep learning frameworks.
• Experience in one or more open-source computer vision libraries such as Pillow, scikit-image, and OpenCV.Preferred Qualifications:If you have the following characteristics, it would be a plus:
  • Experienced in working with clinical imaging data from any medical imaging modality.
  • Knowledge in disease biology.
  • Track record of writing software in a team in industrial environments or open-source projects.
  • Track record of projects or peer-reviewed publications at the intersection of computer vision and medical imaging.
  • Mentality of commit early and often, metrics before models, and shipping.The annual base salary for new hires in this position ranges from $130,900 to $177,100 taking into account a number of factors including work location within the US market, the candidate's skills, experience, education level and the market rate for the role. In addition, this position offers an annual bonus and eligibility to participate in our share based long term incentive program which is dependent on the level of the role. Available benefits include health care and other insurance benefits (for employee and family), retirement benefits, paid holidays, vacation, and paid caregiver/parental and medical leave.Please visit to learn more about the comprehensive benefits program GSK offers US employees.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. 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).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.If you require an accommodation or other assistance to apply for a job at GSK, please contact the GSK Service Centre at 1-877-694-7547 (US Toll Free) or +1 801 567 5155 (outside US).GSK is an Equal Opportunity Employer and, in the US, we adhere to Affirmative Action principles. This ensures that all qualified applicants will receive equal consideration for employment without regard to race, color, national origin, religion, sex, pregnancy, marital status, sexual orientation, gender identity/expression, age, disability, genetic information, military service, covered/protected veteran status or any other federal, state or local protected class.
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Keywords: GlaxoSmithKline, Tracy , AI/ML Engineer, Engineering , San Francisco, California