Novartis Data Science Expert Role For Computational Biology, Apply Online
Expert Data Science
Job ID REQ-10012872
Sep 02, 2024
India
Summary
Artificial Intelligence and Computational Sciences: Biomedical Research.
The AI & Computational Sciences (AICS) is the dedicated AI team at Novartis Biomedical Research (BR) whose mission is to apply AI to accelerate discoveries of transformative medicines for patients worldwide. AICS is seeking highly motivated junior level AI engineers and researchers to help us in the journey. At AICS, you will take on a hands-on role at the intersection of AI, computer science, and biological and chemical sciences using extensive internal and external data for realistic applications. You will have the opportunity to be a part of the next wave of disease understanding and drug discovery, combining insights from a wealth of data modalities including diverse omics types like genomics, transcriptomics (such as single-cell RNA sequence data), proteomics, compound structures, compound activity, protein structures, measurements from cellular experiments and safety studies, histopathology, clinical imaging, and clinical readouts. You will be a part of a unique organization made up of accomplished scientists who are at the forefront of various AI disciplines and will benefit from on-the-job learning where there are gaps. Our
About the Role
- Hands-on role developing and implementing innovative AI methods (use of an AI model on a specific dataset for a specific purpose) under supervision as well as independently to deliver on highly visible projects.
- Advanced development skills in Python and the ability to understand and internalize AI models from published papers and repositories.
- Train, test, and evaluate AI models on realistic internal and external data, and present results in an organized manner for team evaluation and input.
- Develop and deliver various biological and chemical insights and outcomes from applying AI models for broader communication.
- Stay up to date in the latest developments of evolving AI methods through self-learning and using on-the-job opportunities.
- Understand and manage run time requirements of AI models, visualizations, and cloud-based computation to increase the efficiency and quality of AI approaches.
- Develop new AI models from scratch using TensorFlow or PyTorch, understanding and modifying learning objectives and training methods of the models.
Essential Requirements:
- Extensive classroom learning as well as on-the-job, hands-on experience of advanced AI models, selecting and applying suitable AI models for a given purpose.
- Experience with AI is expected not just at the level of running the code but deeper understanding of models, their purpose, and the ability to interpret the functioning of a model on given data.
- Demonstrable deep experience in one or more of the specific AI focus areas we are hiring: NLP and Generative Models (LLMs), and AI for medicinal chemistry and the design of biological medicines.
- Strong skills in Python, and relevant Deep Learning frameworks such as Transformers, and advanced AI model training methods.
- Experience with high-performance computing systems and cloud-based services involving large and diverse biomedical data.
- Running AI models using GPU is a must, and the ability to scale a model to multi-GPUs is a big plus.
- Strong communication skills to explain technical details, decisions, consequences, and results to senior researchers and non-data science communities.
- Deep understanding of biological and chemical datasets, and knowledge repositories in areas such as Gene Ontology.
- A humble and curious mind that can continuously learn while recognizing and applying internal resources to the overall vision and purpose of the team.
Desirable Requirements:
- Bachelor’s degree (master’s or PhD is desirable) in a computational field including, but not limited to: AI, Computer Science, Applied Mathematics, Computational Biology/Chemistry, Engineering, Statistics, and Physics.
- 1 – 3 years of deep, hands-on experience working on AI projects and either clear evidence of significant projects personally developed and delivered and/or a publication track record.
- 1 – 3 years of experience in working with large scale, realistic data sets and analyzing results towards specific business/scientific outcomes.
- Experience in pharma, biotech, or healthcare is a big plus but a strong tech background with the willingness to adapt to pharma is equally acceptable.
To apply for this position, click here.
Keywords: Data Science, AI, Computational Sciences, Biomedical Research, Natural Language Processing, Python, Deep Learning. Novartis Data Science Expert Role For Computational Biology, Apply Online. Please ensure you are subscribed to the Biotecnika Times Newsletter and our YouTube channel to be notified of the latest industry news. Follow us on social media like Twitter, Telegram, Facebook
