Novo Nordisk Senior Machine Learning Scientist - Protein Prediction in Seattle, Washington
About the Department
At Novo Nordisk Research Center Seattle, Inc. (NNRCSI) our scientists apply cutting-edge technologies to early R&D projects with the goal of bringing real change to People with Diabetes and Obesity. Your skills, dedication and ambition will help change lives for the better and you will work with extraordinary talent, continuously learn and develop, and drive changes to defeat serious chronic conditions. We recognize the importance of an enjoyable workplace, which stimulates a strong culture of ingenuity and innovation and our support of a healthy work-life balance adds to a best-in-class employee experience. As a new focus area, we aim to build up a dynamic computational team, which will leverage structure-based design, computational biology and machine learning expertise to the drug discovery process. Our aim is to strengthen target identification and drug design processes at NNRCSI and through global collaboration across our R&D sites. This team will implement state-of-the-art structural modelling and machine learning technologies to improve functional and biophysical properties of proteins, peptides and new molecular format for future therapies. They will build up bioinformatics expertise spanning areas from sequence analysis, computer vision and different omics and pathway analysis. This team will work in a flexible, cross-functional setting in close collaboration with experimentalists to drive pre-clinical projects with very ambitious scientific goals. They will have external collaborations with academic and biotech partners within computational drug discovery in North America. We are changing lives for a living. Are you ready to make a difference?
The Senior Machine Learning (ML) Scientist will contribute to the Department of Computational Drug Discovery to invent and create the next generation pharmaceuticals through familiarity with state-of-the-art algorithms and relevant engineering techniques. The Senior Machine Learning Scientist – Prediction will apply state-of-the-art algorithms to protein prediction and refinement across the organization and incorporate experimental results to refine and improve protein models. The senior scientist will establish, build, and expand protein structure prediction and refinement capabilities within Novo Nordisk. The person will build machine learning capabilities in protein structure prediction of single domain proteins and protein complexes to accelerate drug discovery in research projects. This role will ensure that the department can execute state-of-the-art, cutting-edge machine learning algorithms and relevant engineering techniques while establishing the department as world leading within this field by published articles, patents, or through presenting research.
The Senior Machine Learning Scientist will report to the Director in Computational Drug Discovery. The role will interact with people in various projects as well as departments involved with computational and experimental research as well as IT infrastructure. External stakeholders include commercial and academic collaborators.
Apply state-of-the-art machine learning algorithms to problems in computational protein/peptide design and structure prediction, for protein and complex prediction and refinement; or for design of de novo peptides and peptide interactions
May develop and design machine learning platform for de novo protein design or for protein and complex prediction and design or for design of functional de novo peptides
Develop, design, and implement cutting-edge machine learning algorithms
May develop scalable protein prediction pipeline to assist scientists in projects across the organization
Demonstrate ability to combine data from different sources and analyze these or incorporate these into multidimensional optimization of peptide design
Lead a technical team to implement ML algorithms in protein and peptide design, engineering, or prediction
Critically evaluate experimental data and incorporate this knowledge into design of experiments to improve predictability and learnings of machine learning algorithms
Collaborate with leading external partners from academia and industry to ensure leadership within the fields of machine learning or computational protein and/or peptide design
Prepare and present research in top-leading journals or conferences
Prepare and present written and oral reports/dashboards to scientists/non-scientists
May identify new applications or areas for machine learning within protein and peptide engineering or prediction and apply these to improve predictions
0-10% overnight travel required.
PhD required. Degree within machine learning, statistical modeling, computational biology/chemistry/physics, or mathematic modeling or other relevant areas required
6+ years of relevant experience required either from academia and/or industry
Relevant experience includes:
Experience of applying machine learning to structure prediction and refinement
Experience in Reinforcement Learning, Deep Learning, or Natural Language Processing
Experience with cloud and high-performance computing for machine learning (e.g. AWS, GCP)
Experience with deep learning neural networks in computational protein prediction and refinement
Working knowledge of bioinformatics and databases.
Publications in the form of high-profile papers or patents within machine learning; or protein/peptide engineering; or protein prediction; or de novo protein design; or design of peptides required
Working knowledge of de novo protein design, antibodies, or nanobodies preferred
Knowledge of preparing and applying experimental data to optimize machine learning algorithms preferred
Knowledge of structure guided, or data driven design of peptides preferred
Ability to work independently and in teams, and to collaborate with external parties
Excellent written and oral communication skills
Novo Nordisk is an equal opportunity employer. Qualified applicants will receive consideration for employment without regard to race, ethnicity, color, religion, sex, gender identity, sexual orientation, national origin, disability, protected veteran status or any other characteristic protected by local, state or federal laws, rules or regulations.
If you are interested in applying to Novo Nordisk and need special assistance or an accommodation to apply, please call us at 1-855-411-5290. This contact is for accommodation requests only and cannot be used to inquire about the status of applications.