Data Scientist - Risk Management
Responsibilities:
- Documenting data requirements, data collection, data cleaning, and exploratory data analysis using statistical models and data visualization techniques.
- Collating (including websites and writing crawlers) and integrating data from various data sources and form relationships between various data sources to combine them in an accurate and meaningful way.
- Creating frameworks to monitor data quality and ML algorithm performance.
- Understand investment risk statements and challenges and translate it into data science problem to find solution.
- Running Asset Management Risk oriented research projects and models; creation of tools, techniques and practices.
- Liaise with IT to maintain and enhance technical tools including development of the analytics data warehouse.
- Documentation of all efforts put in developing risk project along with its outcome.
Expected Candidate Skills:- 3+ years of experience as Data Specialist.
- Research oriented attitude with good knowledge of R/Python/PowerBi.
- Knowledge of machine learning techniques such as supervised and un-supervised machine learning, decision trees, logistic regression etc.
- Knowledge of Indian Equity and Fixed Income markets along with operations research, econometrics and predictive analytics is an advantage.
- Relevant experience in Big Data platforms.
- Ability to work with unstructured data.
Educational qualification : - Post-Graduate with strong focus on statistics and coding.