Data Science - Morningstar (Product Based MNC)
- Morningstar
- 3 - 5 yrs
- Mumbai
- 5 years ago
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Desired Candidate Profile
We have an urgent opening for Data Scientist position for Morningstar for Mumbai location.
Company profile - Morningstar (Product Based MNC)
Morningstar, Inc. is a leading provider of independent investment research in North America, Europe, Australia, and Asia. The company offers an extensive line of products and services for individual investors, financial advisors, asset managers, retirement plan providers and sponsors, and institutional investors in the private capital markets.
Morningstar provides data and research insights on a wide range of investment offerings, including managed investment products, publicly listed companies, private capital markets, and real-time global market data. Morningstar also offers investment management services through its investment advisory subsidiaries, with more than $200 billion in assets under advisement and management as of June 30, 2017. The company has operations in 27 countries.
http://www.morningstar.com/
Location Navi Mumbai (Vashi)
Job Profile -
The Group: Morningstars Quantitative Research Group creates independent investment research and data-driven analytics designed to help investors and Morningstar achieve better outcomes by making better decisions. We utilize statistical rigor and large data sets to inform the methodologies we develop. Our research encompasses hundreds of thousands of securities within a large breadth of asset classes including equities, fixed income, structured credit, and funds. Morningstar is one of the largest independent sources of fund, equity, and credit data and research in the world, and our advocacy for investors interests is the foundation of our company.
The Role: As a full stack Data Scientist you would be involved in development, deployment of Quant model for approved research products from prototype phase to a fully-fledged, scalable, and client-facing service. These research products leverage deep principles of Statistical, Machine Learning, AI and built on massive amounts of Financial datasets. Often, these services must be integrated into Morningstars platform of financial products, such as Direct, so that our clients can use these software tools in the investment decision-making process.
We are looking for an individual who possesses strong technical skills, problem solving capability, consulting skills and leverage them to build efficient model build frameworks for evolving FinTech solutions. Alongside the person should have a passion for investment research.
This position reports to Senior. Manager, Quantitative Research of the Quantitative Research team. Responsibilities:
Performing independent model development, deployment and review of all Quant models (Risk Models, Morningstar Equity/Fund Ratings) and back end data points.
E2E model development (data, models) for a variety of analytics and machine learning/AI projects.
Checking stability, conceptual soundness, model assumptions, mathematical, statistical logic.
Liaise between business, technical and modeling teams, senior management, and governance committees to build efficient model verification frameworks.
Develop codes in Python, SQL or similar languages and interface with Morningstars big databases to support model validation. Automate process to reduce human intervention.
Build rich dashboard to support Models (interactive/automated/visual) that improve the interpretability of predictive models and underlying data
Supporting model runs in model development process, research new methodologies.
Requirements:
3-4 yrs. experience working as a full stack Data Scientist.
E2E Experience experimenting & deploying Data Science projects is preferred.
Good working knowledge of Python, databases and SQL is desired.
Knowledge of quantitative (econometrics, statistics, mathematics, physics) finance.
Quantitative/statistical skills in areas like Regression analysis, Time series Forecasting, Machine learning (SVM, Random Forest, XGBOOST, Neural Networks), NLP, descriptive analytics etc.
Knowledge of AWS, machine learning, Mathematical & numerical computation Python packages and artificial intelligence is a plus
Interested candidates can apply on aa************i@mo*******r.com
Regards,
Aarti Chaudhari
022-61217467
Contact Details:
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Morningstar
Morningstar India (P) Ltd. Morningstar, Inc. (Ticker: morn) a US Based NASDAQ listed Company. It is a leading provider of independent investment research in the United States and in major international markets.
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