Senior Data Scientist, RBQM Analytics
AbbVie
Summary
Risk Based Quality Management (RBQM) Analytics is an ambitious team of Data Scientists and Data Engineers with a unique blend of Business, Scientific, and Machine Learning expertise that seeks to unleash the full potential of AbbVie's data assets by bringing technology and/or data and insights to the forefront of decision making via fit-for-purpose solutions. The Senior Data Scientist role is a key role to enable application of advanced analytics techniques across clinical development continuum. Drives Analytics innovation and experimentation to enable data-driven insights for complex business problems across R&D by deploying advanced analytics techniques like Machine Learning and Visual Analytics.
Job description
Purpose
Risk Based Quality Management (RBQM) Analytics is an ambitious team of Data Scientists and Data Engineers with a unique blend of Business, Scientific, and Machine Learning expertise that seeks to unleash the full potential of AbbVie's data assets by bringing technology and/or data and insights to the forefront of decision making via fit-for-purpose solutions. The Senior Data Scientist role is a key role to enable application of advanced analytics techniques across clinical development continuum. Drives Analytics innovation and experimentation to enable data-driven insights for complex business problems across R&D by deploying advanced analytics techniques like Machine Learning and Visual Analytics.
Responsibilities
- Connects with cross-functional teams to design work product and as an analytics consultant. Anticipates and identifies issues that could affect timelines or quality and develops options and solutions
- Leads and helps establish the design principles and standards to ensure analytical work product is consistent across projects where appropriate and that user experience is optimized
- In addition to standard statistical methods, develops prototypes, test methods and algorithms. Leverages emerging statistical methodologies, ML and AI to drive innovative analytical solutions to create insights
- Enables data-driven insights to support of clinical development continuum, including precision medicine
- Ensures adherence to federal regulations and applicable local regulations, Good Clinical Practices (GCPs), ICH Guidelines, AbbVie Standard Operating Procedures (SOPs), and to functional quality standards. Stays abreast of new and/or evolving local regulations, guidelines and policies related to clinical development
- Identify business needs and support the creation of standard KPIs, reports, and statistical analyses
- Responsible for coaching and mentoring junior team members
- Work side by side with cross-functional teams as an analytics consultant to strategize on how analytics can help evaluate the progress of clinical trials, as well as facilitate discussions around emerging risks; Applies machine learning techniques to validate assumptions and predict future behavior
Requirements
- Bachelor's degree in statistics, analytics, bioinformatics, data science or equivalent field
- Master's degree preferred
- Must have 3-5 years of analytics-related experience in clinical research including demonstrated high-level analytics and leadership competencies
- Advanced career level proficiency in R, Python, SQL or other statistical packages
- Intermediate-level knowledge of statistical and data mining techniques
- Expert proficiency with visualization tools like Spotfire, Tableau, Microstrategy or equivalent
- Proven expertise with Machine Learning and other advanced analytics techniques
- Demonstrated effective communication skills
- Demonstrated ability to communicate analytical and technical concepts in layman's terms
- Demonstrated problem-solving and analytical skills
- Demonstrated history of successful execution in a fast-paced environment and in managing multiple priorities effectively
- Experience working in Cloud Computing environments (e.g., AWS, Azure, etc) is preferred
Benefits
- Paid time off
- Medical, Dental & Vision
- 401(k)
- Long-term incentive programs
Company overview
AbbVie is a global biopharmaceutical company that discovers, develops, and markets advanced therapies for some of the world's most complex and serious diseases. Founded in 2013 as a spin-off from Abbott Laboratories, AbbVie has established itself as a leader in immunology, oncology, neuroscience, eye care, and virology. The company's flagship product, Humira (adalimumab), was one of the world's top-selling drugs for treating autoimmune conditions like rheumatoid arthritis and Crohn's disease. AbbVie maintains a robust pipeline of innovative medicines and has expanded its portfolio through strategic acquisitions, including Allergan in 2020. With research facilities across the United States and globally, AbbVie focuses on advancing science to improve patient outcomes while maintaining strong commercial operations worldwide. The company operates with a patient-centric approach and invests significantly in research and development to address unmet medical needs across multiple therapeutic areas.