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Job Location | Gurugram |
Education | Not Mentioned |
Salary | Not Disclosed |
Industry | Recruitment Services |
Functional Area | DBA / Datawarehousing |
EmploymentType | Full-time |
- Modelling research hypotheses and assumptions of financial experts by pulling all the necessary data from disparate sources and designing and validating models that transform that data into actionable insights- Developing and testing the most predictive and robust statistical, machine learning, and deep learning methods to forecast factors, features, metrics, drivers, etc. - Tackle the challenges of featurizing and modelling large and unstructured data using machine learning and statistical techniques- Manage all aspects of the research and execution process including methodology selection, data collection and quality, modelling and analysis, and performance monitoring- Iterating quickly to test the additive impact of new data and research findings on alpha generation- Deliver research findings to investment teams, portfolio managers, and partnersWhat s required:- Advanced degree in computer science, machine learning, applied mathematics, or another technical discipline- Experience in text mining/NLP in a relevant field researching real-world data problems (though not necessarily in finance)- 3+ years of experience in data analysis and utilizing statistical modeling techniques (e.g. machine learning, deep learning, or signal processing)- Ability to extract data from varied stores (t-sql, hadoop) and write code for models that can stand up to large datasets (python, spark) - Creative thinker excited by the prospect of ideating and evaluating experiments- Background in time series analysis and interest in time series-related machine learning research- Excited by a high learning curve in the field of financial technology- Excellent written and oral communicator of data-driven findingsCompany s culture:The company is driven by the mission of shaping the future of investment management. They have an international and multicultural team of creative and open-minded problem solvers.Combining the best talents from physics, computer science, mathematics, social sciences and finance, the company all together are striving for constant innovation.For your valuable work, the company offers:- Highly dynamic, innovative, passionate and entrepreneurial team- Open and inclusive company culture- Autonomous and self-managed agile teams,
Keyskills :
machinelearningpythondataanalysissqlanalyticstimeseriesanalysisdatacollectioncomputerscienceimeseriesdatasciencedeeplearningsocialsciencesunstructureddatacommercialmodelstfoliomanagersappliedmathematics