US Citizen
Green Card
Corp-Corp
Consulting/Contract
UG :- - Not Required
PG :- - Not Required
No of position :- ( 1 )
Post :- 26th Oct 2022
· Work cross-functionally with other roles within the CX Analytics Team, Commercial Technology broadly to tune models and ensure value created from models.
· Collaborate with business process owners to validate model outputs and construct an appropriate training
· Design final model architecture with a production environment in mind; Work with Shop Engineering teams to maintain best practices for up time, integration and robust ness.
· Support models in the deployed production environment
· Lead development of production-ready models for delivery windows, product recommendations, inventory availability, search relevance optimization, customer segmentation, feature personalization, frequentist and Bayesian inference for experimentation, etc.
· Work directly with product management to identify and frame business problems that will likely respond to quantitative methods.
· Develop and test search relevancy models
· Offline search testing infrastructure design and implementation in collaboration with the data engineering team
· Collaborate with the search feature team to guide and conduct offline and online experiments
· Speed online and offline experiment cycle times through automated reporting and analysis tools.
· Support data analysts with statistical expertise, especially as relates to experimentation
· Communicate methodologies and results to less- and non-technical audiences.
Required Experience:
· 4+ years of experience accessing and manipulating data in SQL or NoSQL database environments
· 2+ years of experience with scientific scripting languages (e.g., Python, R, SAS) and/or object-oriented programming (e.g., C++, Java).
· 3+ years of experience with Bayesian statistics, regression analysis (beyond linear regression), supervised learning, unsupervised learning or time-series analysis required.
· 5+ years of overall analytics experience, can be inclusive of post-graduate work.
· Experience with event data, AWS cloud infrastructure, S3 data lake with a Presto/Athena interface and Optimizely’s online testing platform preferred.