Senior Data Scientist - AI/ML
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Søborg
Are you enthusiastic about applying your skills in causal and semi-parametric inference to drive the design of next generation healthcare solutions that will change the life of patients with cardiovascular and other serious chronic diseases? If yes, then this opportunity could be right for you, so apply today! The Position In the role of Senior Data Scientist, you will leverage your expertise in causal inference and statistical machine learning to support therapeutic area specific activities and help improving the design and implementation of future trials. Key responsibilities will include working collaboratively across multiple disciplines to spearhead innovation and applying cutting-edge targeted learning techniques. You will collaborate closely with other data scientists, medical specialists, and epidemiologists. It is therefore important that you have the ability to clearly communicate advanced methods and ideas to all our stakeholders and regulatory authorities. You will be involved in developing prognostic models to predict disease endpoints based on both clinical trial and observational real-world data. The role requires a deep understanding of the data we work with and it is expected that you can contribute to transforming and harmonizing data across multiple sources. These tasks involve: Obtaining an overview of the trial protocols and the disease areas
Understanding potential limitations with real-world data sources and ways to analysis the data in a statistically robust and efficient way
Based on state-of-the-art targeted learning techniques you will create novel insights on how treatment affects disease endpoints through sub-group and mediation analysis
The Senior Data Scientist AI/ML role, based in Søborg, Capital Region of Denmark, reports directly to the Senior Director of the corresponding research area. This position involves liaising with a diverse array of both internal and external stakeholders and team members across the United States, Denmark, and the United Kingdom. This role is an excellent opportunity for an individual looking to utilize and expand their skills in a challenging and rewarding environment. The candidate will have the chance to contribute significantly to our ongoing projects, and in doing so, make a real difference in the field of healthcare. Qualifications The ideal candidate for this role would possess the following qualifications: A strong background in mathematics and statistics, equivalent to a PhD level of knowledge and understanding.
A minimum of two years' experience in clinical or theoretical research, with a particular emphasis on causal inference and targeted learning / semi-parametric inference.
Preferred qualifications for this position include experience in: Collaborating across multiple disciplines to drive innovation
Applying estimators based on efficient influence functions, including (augmented) inverse probability weighting estimators or TMLE with stacked generalization and cross-fitting techniques
Working with longitudinal data and applying modern mediation analysis techniques
Analyzing event history data and working with randomized designs
Analyzing clinical data and working in a pharmaceutical company
It will be a strong advantage if you have: Good programming skills in Python / R
Experience with version control, unit testing, and deployment
Proficiency in data integration and manipulation
About the department The 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 novel 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. Working at Novo Nordisk 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. Contact Rishi Kavir ([email protected]), Senior Director, AI&ML Sciences Novo Nordisk
Klaus Holst ([email protected]), Principal Data Scientist, AI&ML Sciences Novo Nordisk
Deadline 3 March 2024. Please note that applications will be reviewed continuously, and interviews will be planned as soon as a suitable candidate is identified. You do not need to attach a cover letter to your application, but please include a few sentences about why you are applying in your resume or CV. To ensure an efficient and fair recruitment process, please refrain from adding a photo in your CV. 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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