- Familiarity with collaboration environments (e.g. Jupyter notebooks,gitlab ,github etc)
Data Scientist - Hyderabad, India - Zelis
Description
Essential Duties and Functions
· Understand the business objective and directly participate in the delivery of data science solutions to solve business problems.
· Extract and analyze data: assessing quality, profiling, cleansing, exploratory data analysis and the transformation of large and complex datasets to be utilized for developing the statistical models.
· Design and develop different statistical modeling techniques such as regression, classification models, anomaly detection models, clustering models, deep learning models and feature reduction etc. to derive actionable insights.
· Build, test, validate models through various relevant methodologies, error metrics and calibration techniques.
· Validate the post-production model performance and calculate the ROI
· Work with cloud analytic platforms on AWS/ Azure using Sagemaker, Snowflake etc.
· Proactively provide recommendations to the business based on the insights derived from data science modeling techniques to resolve business problems.
· Communicate data science models' complex results and the insights to the non-technical audiences.
· Interact with cross-functional technical teams and multiple business stakeholders to support integration of data science solutions into the business processes.
Experience, Qualifications, Knowledge, and Skills
· Advanced degree in data science, statistics, computer science, or equivalent with a background in statistics.
· Experience with healthcare and/or insurance data is a plus.
· Proficiency in SQL, Python/R, NLP and LLM
· 3-6 years of relevant work experience including 5 years of experience in developing algorithms using data science technologies to evaluate data scenarios and future outcomes.
Competent in machine learning principles and techniques.
Experience with cloud-based data and AI solutions.