Data Scientist – Image Analysis

Data Science & AI Tilføjet 4. juni, 2022 SøborgNovo Nordisk

Are you enthusiastic about driving the design of next generation healthcare solutions that will change the life of patients with diabetes and other serious chronic diseases? Do you want to be on the cutting edge of science to discover novel therapies and delivery technologies that patients both need and want?


The Novo Nordisk research center Seattle serves as the foundation of the Novo Nordisk U.S. research and development efforts for diabetes, obesity, liver disease and other therapeutic areas. In addition to discovering new therapies and technologies, our dynamic team of scientists and engineers lead an aspirational charge to pioneer scientific breakthroughs that have the potential to prevent and ultimately cure chronic disease. It is where science and technology intersect, and a vision can become a clinical reality. Are you ready to make a difference?  Then join us as we drive change to defeat chronic disease.

About the department
The AI and Analytics Team is part of Novo Nordisk’s Data Science division, where we apply sophisticated algorithms and machine learning techniques to some of the hardest problems in the discovery and development of new healthcare solutions. By leveraging a blend of scientific, problem-solving, and quantitative skills, we provide superior data insights that empower Novo Nordisk to further develop and deliver life-changing treatments. We work in multidisciplinary teams with strong collaboration across all areas of the organization and engage in external collaborations to ensure access to cutting edge research and technology.

We believe in the value of a diverse and inclusive culture. Together, we build and grow talent to ensure the development of new solutions. The team is comprised of collaborative, diverse and passionate people who have a true sense of pride in their work.  We are committed to helping each other grow, and we are driven by the opportunity to make a difference in the lives of people living with chronic disease. Everything we do starts and ends with the patient. And, while changing the future of chronic disease treatment, such as diabetes and obesity, is no easy task, we also recognize the importance of an enjoyable workplace, which is why we’ve cultivated a culture of fun, ingenuity, and innovation. Our competitive compensation package and support of a healthy work-life balance all add to a best-in-class employee experience.

The Position

The Data Scientist – Image Analysis will contribute to the research team’s effort towards exploring and creating new technology and being a world leader in data science within our fields. The Data Scientist will bring elements of data collection, preparation, and engineering as well as software engineering in a data science context. Moreover, the Data Scientist II will, with guidance from more senior Data Scientists, contribute to the development and validation of Artificial Intelligence/Machine Learning (AI/ML) algorithms and models, and work closely with other engineers to build AI/ML-fueled products.

As Data Scientist – Image analysis you will develop and validate algorithms based various bioinformatics approaches in the Omics space; and implement and maintain local and cloud-based data and computational environments and platforms and help to integrate data from different sources. You will perform data pipelines (data acquisition, preparation, cleaning, and consolidation) as an integral part of data science activity; and develop web applications to visualize how AI/ML works which may include a complex data visualization as an integral part of data science activity. The Data Scientist – Image Analysis will collaborate with other Data Scientists, as well as engineers and/or scientists from other disciplines to complete daily tasks and will also collaborate with other data scientists to design, code, train, test, deploy, and iterate on machine learning systems. Furthermore, you will occasionally show initiative in recognizing and addressing unmet patient needs using data.

The Data Scientist – Image Analysis reports to the head of the related research area. Internal partners include data scientists, specialists, engineers, software developers, technology scouts & partnership developers, system engineers, designers, anthropologists, medical doctors, IT professionals, and others across US and Denmark. External relationships include commercial and academic collaboration partners.

Qualifications

  • A Bachelor’s degree with 3+ years’ relevant experience required or Master’s Degree with 1+ years’ relevant experience can be considered. Degree within computer science, mathematics, engineering, physics, statistics, or a related quantitative discipline is preferred.
  • Relevant experience includes
    • Experience with software development which includes writing high quality code processing data using Python, R, or Matlab
    • Ability to develop and validate algorithms against clinical data, ensuring appropriateness of fit for data science processes
    • Experience with modern computer vision and imaging and approaches including deep learning, segmentation, GANs, and more.
    • Ability to perform in-depth data analysis and present results and conclusions to engineering and leadership teams.
  • Preferred experience includes
    • Experience with containerization and standard cloud services such as AWS S3, EC2, and Lamba Function.
    • Experience in data management, database management system, and familiarity with NoSQL and/or Graph database.
    • Experience in pharmaceutical industry, healthcare industry, regulated medical device development or in another regulated field.
    • Experience in multiple medical imaging modalities
    • Excellent written and oral communication skills
    • Detail oriented with strong documentation skills
  • Tilføjet 4. juni, 2022