The Senior Data Scientist collaborates on projects, develops AI/Machine Learning solutions, and applies statistical methods in healthcare-focused data analysis.
Senior Data Scientist
Location: Germany, hybrid/remote
Job Overview
- Collaboration in projects of the European Data Science & Advanced Analytics Team.
- Concept, design, development and execution of complex innovative AI/Machine Learning solutions as well as execution and implementation of concept studies using advanced statistical methods.
- Productionalization of machine learning algorithms in Big Data platforms.
- Application of modern data mining and machine learning techniques in connection with Healthcare Big Data to
- Identify complex relationships and link heterogeneous data sources.
- Advanced usage of Large Language Models for summarization, chatbot, entity extraction etc.
- Develop foundational Deep Learning Models for assets and patients.
- Builds and trains new production grade algorithms that can learn from complex, high dimensional data in order to uncover patterns from which machine learning models and applications can be developed.
Qualifications
- Master degree in Computer Science, Mathematics/Statistics, Economics/Econometrics or related field.
- At least 5 years of professional experience in quantitative data analysis or PhD with at least 1 year of relevant professional experience with research in machine learning algorithms.
- Very good knowledge and in depth understanding of Machine Learning methods, both classical and deep learning models.
- Very strong technical capability in Python, SQL, Hadoop ecosystem.
- Experience applying AI/Machine Learning methods to business questions.
- Very good knowledge of the higher statistical and econometric methods in theory and practice.
- Experience with handling Big Data.
- Ability to write clean, reusable, production-level code
- Excellent communication skills (written and oral) including technical aspects of a project, ability to develop usable documentation, results interpretation and business recommendations.
- Strong analytic mindset and logical thinking capability, strong QC mindset.
- Knowledge of pharmaceutical market and experience with pharmaceutical data (medical, hospital, pharmacy, claims data) would be a plus, but not a must.
- Self-responsible for managing projects.
- Fluency in German and English.
IQVIA is a leading global provider of clinical research services, commercial insights and healthcare intelligence to the life sciences and healthcare industries. We create intelligent connections to accelerate the development and commercialization of innovative medical treatments to help improve patient outcomes and population health worldwide. Learn more at https://jobs.iqvia.com
Top Skills
Hadoop
Python
SQL
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