FAQs
What is the purpose of the AI/ML Engineer role at GSK?
The AI/ML Engineer role focuses on applying machine learning and AI technologies, particularly deep learning, to medical imaging modalities such as CT, MRI, and PET to extract insights for the development of novel biomarkers and imaging endpoints in clinical trials.
What qualifications are required to apply for this position?
A Master's degree in computer science, engineering, math, or biological sciences is required, along with experience in machine learning, software engineering, and developing deep learning models for computer vision tasks.
What specific skills are preferred for candidates applying for this role?
Preferred qualifications include experience with clinical imaging data, knowledge of disease biology, a track record in collaborative software development, and experience in projects or publications at the intersection of computer vision and medical imaging.
What programming frameworks and libraries are relevant for this position?
Experience with deep learning frameworks such as PyTorch and TensorFlow is essential, along with familiarity with open-source computer vision libraries like Pillow, scikit-image, and OpenCV.
Is there a focus on teamwork and collaboration in this role?
Yes, the role involves working closely with domain experts on cross-disciplinary teams to generate actionable insights that impact phenotype, biomarker, and clinical endpoint development.
What are the compensation and benefits like for this position?
The annual base salary for this position ranges from $130,900 to $177,100, with additional annual bonuses and eligibility for a share-based long-term incentive program. Benefits include health care, retirement plans, paid holidays, vacation, and parental leave.
What is GSK's vision related to AI and machine learning?
GSK envisions using advanced applications of machine learning and AI to develop transformational medicines and improve diagnosis and medication use to enhance overall health and longevity.
How does GSK approach diversity and inclusion in hiring?
GSK is committed to being an Equal Opportunity Employer and adheres to Affirmative Action principles, ensuring that all qualified applicants receive equal consideration without regard to various protected characteristics.
Is there an opportunity to work with high-performance computing systems in this role?
Yes, the role involves leveraging internal high-performance computing systems to train and productionize models at scale.
How does GSK support the professional development of its employees?
GSK aims to create a workplace where individuals feel inspired, encouraged, and challenged to grow, emphasizing employee wellbeing and personal development opportunities.