Job Location: New York, NY
- Conduct statistical analysis, develop machine learning methodologies, model estimation and overseeing part of the research activities
- Explore current academia and market best practices in machine learning approaches
- Assess quality controls around different approaches as well as suggest new approaches in research
- Write quality ML research papers potentially published on top ML conferences/journals
- Work cross functionally with Product Managers, Senior Leaders in Enterprise Data, Engineering, and other Quant Research teams
Youll need to have:
- Masters degree in an applied numerical field: Physics, Mathematics, Statistics, Computer Science, Operations Research, etc.
- Quantitative analysis, programming, and statistical modeling skills
- Experience in Python and familiarity with distributed computing frameworks (e.g. Spark)
- Attention to data integrity and robustness of various models, and a detailed scientific/statistical approach
- Experience in independent research and writing research papers
- Understanding of different machine learning techniques: dimensionality reduction, representation learning, generative modeling, transfer learning, and missing value imputation, recommender system, causal inference
Wed love to see:
- Financial industry experience
- Publications on top machine learning conferences/journals
Does this sound like you? Apply if you think we’re a good match and we’ll get in touch with you to let you know next steps. In the meantime, check out http://www.bloomberg.com/professional. Enterprise Data page: https://data.bloomberg.com/ Bloomberg is an equal opportunity employer and we value diversity at our company. We do not discriminate on the basis of age, ancestry, color, gender identity or expression, genetic predisposition or carrier status, marital status, national or ethnic origin, race, religion or belief, sex, sexual orientation, sexual and other reproductive health decisions, parental or caring status, physical or mental disability, pregnancy or maternity/parental leave, protected veteran status, status as a victim of domestic violence, or any other classification protected by applicable law. Bloomberg is a disability inclusive employer. Please let us know if you require any reasonable adjustments to be made for the recruitment process. If you would prefer to discuss this confidentially, please email amer_recruit@bloomberg.net.
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