Job Location: Mumbai (All Areas)
Job Detail:
Roles and Responsibilities
What this role offers:
- Opportunity to work on a large variety of human resource data (human resource information system (HRIS) and payroll outputs, management and employee surveys, exit interviews, employment records, government labor statistics, competitors practices, and other sources)
- Analyzes data and statistics for trends and patterns with attention to recruitment, hiring practices, motivation, turnover, and compliance with employment laws and regulations.
- Advanced cloud based infrastructure to solve data problems
- Opportunity to work closely with research and business teams and enhance your business knowledge in this domain
Primary Responsibilities
- Build and train production grade ML models on large-scale datasets to solve various business use cases.
- Identify, conceptualize, define, design and solve key business problem using data science, ML, AI and other statistical techniques
- Delivering on Modelling Priorities – Developing and enhancing statistical models by utilizing the best-in-class modelling techniques with available data
Desired Candidate Profile
- Graduate degree in Information Technology, Computer Science or related subject; alternatively, an equivalent education in one of these topics.
- 2-5 years experience with machine learning techniques and advanced analytics (e.g. regression, classification, clustering, time series, econometrics, causal inference, mathematical optimization)
- Well-versed in writing efficient, scalable and production quality code and understanding of programming best practices
- Excellent written and oral communication skills
- An understanding of financial markets, and banking, including retail and/or broker-dealer product knowledge
- SQL knowledge with experience in writing complex queries
- Experience in leveraging AI and ML frameworks/tools like TensorFlow, Keras
- Experience working with end-to-end pipelines consisting of Cloud services is preferred
- Experience with AWS ML ecosystem (i.e. Sagemaker, Glue etc.) is preferred
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