Data Scientist - Medical Imaging
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Søborg
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? Our dynamic team of scientists and engineers not only discover new therapies and technologies, but also lead an aspirational charge to pioneer scientific breakthroughs that have the potential to prevent and ultimately cure chronic disease. Apply and join us as we drive change to defeat chronic disease. The Position The Data Scientist – Medical Imaging 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. In this position you will bring elements of data collection, preparation, and engineering as well as software engineering in a data science context. Your tasks will include the following: Develop and validate algorithms based various computer vision approaches in the medical image analysis space.
Implement and maintain local and cloud-based data and computational environments and platforms to enable the work.
Perform data pipelines (data acquisition, preparation, cleaning, and consolidation) as an integral part of data science activity.
Utilize AI/ML (Artificial Intelligence/Machine Learning) to develop complex methodologies and analyses, all around various medical imaging modalities.
Collaborate with team members, 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.
Occasionally show initiative in recognizing and addressing unmet patient needs using data.
This is a hybrid position with 2-3 days a week in our Denmark/Søborg office. Qualifications In this role, it is necessary to have either a master’s degree with 3+ years’ relevant experience or PhD degree with 1+ years’ relevant direct non-academic professional experience. Degree within computer science, mathematics, (medical)engineering, physics, statistics, or a related quantitative discipline is preferred. Relevant experience includes: Hands-on non-academic industrial experience with deep learning for computer vision using deep/machine learning frameworks like TensorFlow, PyTorch, Sklearn, etc.
Experience with modern software development toolset (CI/CD, AWS, git, JIRA) which includes writing high quality code processing vision/imaging data using Python.
Strong understanding of deep learning theory: CNN, Transformers, RNN, GANs etc. and its various applications: classification, object detection, segmentation, etc.
Ability to develop and validate algorithms against clinical data, ensuring appropriateness of fit for data science processes.
Ability to perform in-depth data analysis and present results and conclusions to engineering and leadership teams.
Preferred experience includes: Experience in medical image analysis in multiple medical imaging modalities (X-ray, US, MRI, CT, Digital Pathology) is highly preferred.
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.
Excellent written and oral communication skills.
About the department
The Imaging Analytics department within AI and Analytics department 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. Our competitive compensation package and support of a healthy work-life balance all add to a best-in-class employee experience. Working at Novo Nordisk At Novo Nordisk, we don’t wait for change. We drive it. We’re a dynamic company in an even more dynamic industry, and we know that what got us to where we are today is not necessarily what will make us successful in the future. We embrace the spirit of experimentation, striving for excellence without fixating on perfection. We never shy away from opportunities to develop, we seize them. From research and development to manufacturing, marketing, and sales – we’re all working to move the needle on patient care. Contact If you would like more information about the position, please reach out to Majd Zreik, Director AI & Medical Imaging at [email protected]. Deadline 08 March 2024. You do not need to attach a cover letter to your application, but please include a few lines about your motivation in your resume or CV. Please assist us in maintaining a fair and inclusive selection process by not attaching a photo to your application. We commit to an inclusive recruitment process and equality of opportunity for all our job applicants. At Novo Nordisk we recognize that it is no longer good enough to aspire to be the best company in the world. We need to aspire to be the best company for the world and we know that this is only possible with talented employees with diverse perspectives, backgrounds and cultures. We are therefore committed to creating an inclusive culture that celebrates the diversity of our employees, the patients we serve and communities we operate in. Together, we’re life changing.
The Imaging Analytics department within AI and Analytics department 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. Our competitive compensation package and support of a healthy work-life balance all add to a best-in-class employee experience. Working at Novo Nordisk At Novo Nordisk, we don’t wait for change. We drive it. We’re a dynamic company in an even more dynamic industry, and we know that what got us to where we are today is not necessarily what will make us successful in the future. We embrace the spirit of experimentation, striving for excellence without fixating on perfection. We never shy away from opportunities to develop, we seize them. From research and development to manufacturing, marketing, and sales – we’re all working to move the needle on patient care. Contact If you would like more information about the position, please reach out to Majd Zreik, Director AI & Medical Imaging at [email protected]. Deadline 08 March 2024. You do not need to attach a cover letter to your application, but please include a few lines about your motivation in your resume or CV. Please assist us in maintaining a fair and inclusive selection process by not attaching a photo to your application. We commit to an inclusive recruitment process and equality of opportunity for all our job applicants. At Novo Nordisk we recognize that it is no longer good enough to aspire to be the best company in the world. We need to aspire to be the best company for the world and we know that this is only possible with talented employees with diverse perspectives, backgrounds and cultures. We are therefore committed to creating an inclusive culture that celebrates the diversity of our employees, the patients we serve and communities we operate in. Together, we’re life changing.
Information og data
Denne ledige stilling har jobtypen "Softwareudvikler", og befinder sig i kategorien "Informationsteknologi".
Arbejdsstedet er beliggende i Søborg.
Jobbet er oprettet på vores service den 14.2.2024, men kan have været deaktiveret og genaktiveret igen.
Dagligt opdateret: Dette job opdateres dagligt ud fra jobudbyderens hjemmeside via vores søgemaskineteknologi og er aktivt lige nu.
- Softwareudvikler
- Søborg
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