Analytics

We leverage our industry-leading analytics capabilities to address your biggest commercial strategy and patient finding challenges.


We are committed to providing our clients with real-world, data-backed insights that are actionable and drive results. We understand that every biopharma company faces unique challenges, and we work closely with our clients to understand their needs and develop customized solutions that meet their specific goals. Our Analytics team offers high-quality, timely, and actionable insights that enable our clients to make informed decisions and achieve their objectives.


We have extensive experience working with rare and specialty diseases, which present unique challenges and require specialized expertise. At Ambit, we pride ourselves on our ability to leverage patient-level claims and affiliation data to provide our clients with valuable insights across a range of areas. Our analytics capabilities include market sizing, patient journey analysis, source of business identification, forecasting, sales force sizing, compliance-persistency analysis, and payer analytics. We leverage advanced analytics techniques such as artificial intelligence (AI), machine learning (ML), and deep learning techniques to derive insights and drive better decision-making.


We also use our analytics capabilities for patient finding, which is critical for clinical trial recruitment and commercial operations. By analyzing patient and healthcare provider (HCP) networks, we can identify key opinion leaders (KOLs) and segment customers based on their needs and behavior. Our KPI dashboard provides our clients with real-time insights into the performance of their campaigns and initiatives, enabling them to adjust as needed and achieve their goals.

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Contact us to learn more about how our data analytics services can help you address your most pressing strategic challenges.

Interested in joining the analytics team?

learn more about open roles on our careers page

meet the analytics team

Aakash is collaborative and technically-minded, with 3+ years of experience in the field of Business Intelligence & Data Science, known for providing employers with valuable and actionable data. At Ambit, he has worked on building pipelines, ML models, data constellations, and data visualization. Prior to his work at Ambit, he worked as a BI Developer, developing databases, analyzing, and creating dashboards for business users. Aakash holds an MS in Information Systems and a Graduate Certification in BIA from Stevens Institute of Technology, New Jersey. He was born and raised in Mumbai, India, currently he lives in Jersey City, NJ.
Aakash Rathod
Data Scientist
Birnur Ozbas-Erdem has 10+ years of experience in strategy and analytics consulting in the pharmaceutical industry, with 15+ years of experience with U.S. and global data analytics and modeling. She enjoys designing and leading advanced analytics and Machine Learning and Artificial Intelligence project and data products on complex disease areas. Additional to her analytics and modeling experience, Birnur also brings extensive experience in cross-functional team management and employee development. Birnur holds a BS in Systems Engineering and PhD in Industrial Engineering. She currently resides in NJ.
Birnur Ozbas-Erdem
Head of Analytics and Data Products
Brooke brings almost seven years of marketing experience to the team, with a focus in digital and content marketing, including lead generation, marketing automation, email marketing, and social media marketing. Prior to joining Ambit, Brooke worked in the biotech and publishing industries, serving both B2B and B2C audiences. Brooke holds a BS in Brand Management and Marketing with minor in Business from North Carolina State University. She currently lives in Raleigh, NC with her boyfriend and their German Shepherd mix, Kaiser.
Brooke Sanders

Marketing Manager

Chen has 7+ years of data scientist experience in marketing and healthcare industry. She has extensive experience of leading commercial strategy projects with leverage of healthcare data sources and advanced analytics techniques. She has in-depth knowledge and serves as analytics project manager for various types of projects, including marketing sizing, patient journey, patient finding, physician targeting and segmentation, etc.. She enjoys working with cross functional team members and providing business solutions to help with clients’ business needs with data-driven approaches. Chen holds a BS in Economics and two MAs in both Statistics and Economics.
Chen Chen
Lead Data Scientist
Dan Kim is a senior analyst with 10+ years of experience in research, advanced data analysis, and cognitive science. She enjoys projects that are innovative and require a data-driven mindset. Before joining Ambit, Dan was a postdoctoral researcher at The Ohio State University, where she earned a PhD in developmental psychology. She currently lives in Houston, TX, and loves searching for the best restaurants in town with her husband.
Dan Kim
Senior Analyst
Larry leverages his solid knowledge in machine learning, statistics and computer science to help clients generate insights from massive healthcare datasets. Larry holds an MA in statistics from Columbia University and he is pursing MS in computer science at Georgia Institute of Technology. Larry currently resides in New York, NY.
Larry Le

Data Scientist