Eric Kim
- Role
- Commercial Insights Manager - Patient Services, Value & Access Analytics at Amgen
- Location
- Chicago, IL, US
- LinkedIn followers
- 500 followers
About Eric Kim
As a data science manager, I help companies leverage their data to solve complex…
Experience
Commercial Insights Manager - Patient Services, Value & Access Analytics
Jul 2021 — Present
Create predictive models to forecast benefits needed for Amgen\'s patient support programs. ‣ Allocated over $2B for patient support programs in 2021 with the use of forecasting models. ‣ Design patient insurance type detectors to help various high deductible patients stay on therapy for Amgen\'s top therapeutical drugs: Enbrel, Otezla, Repatha, and Aimovig. ‣ Develop willingness-to-continue therapy algorithms based on Medicare Part D coverage gaps for patients on high-cost therapeutic drugs. ‣ Mentor 3 senior associates to strengthen their data science, critical thinking, and career development skills. ‣ Analyze and benchmark Amgen\'s portfolio of drugs to other companies using IQVIA/LAAD data.(LAAD is an all-inclusive master patient-centric dataset, which integrates Longitudinal Prescriptions (LRx), Lifecycle (FIA), and Professional Medical (Dx) transaction claims with the option also to include Institutional Medical (Hx) and Remittance claims.) ‣ Contribute to patient value/access programs by improving commercial and Medicare programs. Implement standards and improve patient utilization of copay card programs to help commercial patients access prescription drugs. Target adherence rates during donut hole coverage gap in Medicare Part D plans.(Machine learning) ‣ Create market penetration reports for Amgen\'s portfolio of drugs. Leverage IRS/Salesforce data to ensure less represented groups and geographic areas can access prescription drugs. ‣ Predict which payer and deductible plan would be most efficient for patients with top therapeutic drugs and any combination drugs if necessary. Assist in creating insights with with controller, PBM, and payer data acquired through internal/external data feeds.
Skills
- Bokeh
- Marketing
- D3.js
- R
- Machine Learning
- Academic Tutoring
- Medical Papers
- Natural Language Processing
- Statistics
- Research
- Web Scraping
- Surgery Research
- Neural Networks
- Microsoft Excel
- Hadoop
- Json
- Xml Databases
- Mapreduce
- Quality of Life Reseach
- Data Mining
- Leadership
- Publications
- Apache Spark
- Python
- Microsoft Office
- Sql
- Application Programming Interfaces
- Python Data Structures
- Algorithms
- Javascript
- Data Analysis
- Big Data
- Deep Learning
- Tableau
- Matlab
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