Principal Data Scientist
Role details
Job location
Tech stack
Job description
Our R&D Data, Data Science & AI, Real-World Evidence team at Johnson & Johnson Innovative Medicine is looking for a Principal Data Scientist to develop and implement evidence solutions using real-world data. This role collaborates with strategic partners in R&D Data, Data Science & AI, and multidisciplinary teams to support clinical programs and regulatory submissions., * Contribute to the development of a portfolio of RWE projects based on RWD that will provide key insights to our pipeline assets.
- Leverage emerging scientific and technological developments to generate new research ideas, solutions and initiatives using real-world data.
- End-to-end experience in RWE studies including conceptualizing the research questions, data feasibility, study design, analysis, programming and interpretation.
- Analyze and interpret data to support urgent requests from internal and external stakeholders.
- Ensure quality of design, execution and publication of real-world evidence studies, and quality of models & tools.
- Create study protocols, statistical analysis plans and statistical programming deliverables.
- Clearly articulate highly technical methods and results to diverse audiences and partners to drive decision-making.
- Ensure RWE generation is aligned with regulatory requirements and scientific standards.
Requirements
- A Ph.D. degree, or master's degree in a quantitative field (e.g., biostatistics, AI Data Science, Bioinformatics, similar).
- Relevant experience (2+ years for Ph.D., 4+ years for a master's) within biopharma companies, RWE consulting firms, or other healthcare industries.
- Experience designing and executing studies using real-world healthcare data, such as claims, electronic health records (EHRs), or registries.
- Extensive hands-on experience with data engineering and data analysis.
- Proven track record of consistently delivering high-impact data science projects.
- Expert proficiency in either R or Python, SPARQL, Cypher.
- Excellent interpersonal, communication and presentation skills.
- Experience delivering data science projects using predictive technologies such as machine learning/deep learning or forecasting.
- Familiarity with and exposure to drug discovery and clinical development processes in oncology, immunology, neuroscience, or specialty ophthalmology.
- Hands-on experience with graph neural networks and related graph ML methods for learning across large, heterogeneous, multi-domain graphs.
- Hands-on bioinformatics experience running and interpreting results in a biological/disease context, including pathway or functional enrichment analysis., * Deep neuroscience domain expertise: in-depth knowledge of neurodegenerative, neuropsychiatric and ophthalmic diseases, clinical development and trial design challenges.
- Experience in multi-omics including designing and interpreting large-scale proteomic studies, analyzing data from large biobanks to identify causal drivers and clinical relevance.
- Experience integrating multi-modal data for holistic disease understanding and patient subtyping., * Advanced Analytics
- Coaching
- Critical Thinking
- Data Analysis
- Data Privacy Standards
- Data Quality
- Data Reporting
- Data Savvy
- Data Science
- Data Visualization
- Digital Fluency
- Econometric Models
- Organizing
- Process Improvements
- Strategic Thinking
- Technical Credibility
- Workflow Analysis
Preferred Skills
- Advanced Analytics
- Coaching
- Critical Thinking
- Data Analysis
- Data Privacy Standards
- Data Quality
- Data Reporting
- Data Savvy
- Data Science
- Data Visualization
- Digital Fluency
- Econometric Models
- Organizing
- Process Improvements
- Strategic Thinking
- Technical Credibility
- Workflow Analysis
Benefits & conditions
The anticipated base pay range for this position is: €61,800.00 - €106,260.00., In addition to base pay, we offer an annual bonus with a set target (% of pay) based on the employee's and company's performance of the previous calendar year, or sales commissions. We also offer vacation days, parental leave for a minimum of 12 weeks, bereavement leave, caregiver leave, volunteer leave, well-being reimbursement, programs for financial, physical and mental health, service anniversary and recognition awards. Eligible employees and certain dependents may participate in several insurance plans.