CIB- R&A- ML Data Annotator- Analyst Job at JP Morgan Chase in Mumbai, Maharashtra
Data Science Business SME- Analyst
The Data Analytics team at JPMorgan Corporate Investment Bank combines cutting edge machine learning techniques with the company’s unique data assets to optimize all the business decisions we make. In this role, you will be part of our world-class data analytics team, and advance the state-of-the-art in financial applications ranging from pricing and credit models to natural language processing to the various asset classes in the Corporate Investment Bank and other lines of business.
The successful candidate will assess the business needs, define the problem statement and shape the data analytics deliverables. The job will require understanding of data analytics methods to banking applications including risk assessment, trading, client relationship management, and pricing models.
Conduct research and bring clarity in business definitions and concepts
Sift through structured and unstructured documents of varied length; identify the right content and annotate with the appropriate label.
Effectively communicate model results to both technical and business audiences
Structure and work on multiple related projects to deliver the book of work, from creation of training data to validation of results of a production-level machine learning application
Create training sets for machine learning models from structured and unstructured data
Understand and define the relationship among labelled entities in unstructured documents
Validate model results from the business perspective and provide feedback for the improvement on the model. (Manual and semi-manual validation)
BA and Master’s degree
1-2 experience in the role of business analyst/data analyst
Should be able to work both individually and collaboratively across various teams in the front office, technology and operations, in order to achieve project goals
Must be curious, hardworking and detail-oriented, and genuinely interested in the data analytics techniques
Should be able to develop a working level domain knowledge on machine learning concepts
Should be able to develop an understanding of model scoring parameters such as precision, recall and f-score
Ability to identify the right label(s) from the complex business language will be required
Ability to understand and define relationship among business entities will be required
Ability to create and maintain business level ground truths across multiple projects
Experience in roles dealing with data extraction from financial documents is preferred
Company: JP Morgan Chase
Company Location: Mumbai, Maharashtra