Ning has spent last ten years supporting and leading analytical and operational engagement with various clients in life science industry. Her areas of expertise include targeting, call planning, incentive compensation, sales team structure and optimization, marketing science, brand analytics, campaign ROI evaluation and resource allocation. With a comprehensive understanding and hands-on experience of customers’ analytical needs, she leads the KMK onshore and offshore analytics group providing managed services in the full spectrum of sales force effectiveness, marketing science, advanced brand and commercial analytics, and reporting. Ning holds masters degree from Lehigh University in both Statistics and Electrical Engineering.
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