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JPMorgan Data Science - Machine Learning Associate 
India, Maharashtra, Mumbai 
533447350

17.08.2024

As ain our, you will spend each day defining, refining and delivering set goals for our firm.


Job Responsibilities

:

  • Implement various exploratory data analysis techniques . Analyze for Trends and Patterns .
  • Identify key data sources that can make business impacts.
  • Scope, prioritize and co-ordinate activities with the product owners. Partner with product teams to identify strategic solutions.
  • Design and develop datamining queries from large data sets (Both Structured and Unstructured) . Experienced in conversion of data into information.
  • Proficient in Visualization and story telling which can make an impact to the business .
  • Employs scalable automation solutions for faster and robust data preparation
  • Transform model outputs into formats that is understandable to the end users through visualization, clear tables, and/or thoughtful presentations. Assist technical and non-technical end users in how to leverage and interpret the analysis.

Required qualifications, capabilities and skills

  • Bachelor’s Degree in, Data science Computer Science, or Engineering. Different field of study, with significant professional experience in Analytics and BI development, is acceptable.
  • Experience Required: 8+ years in Data related projects and 3+ years in data science
  • Self-starter, attention to details and results orientated, able to work under minimal guidance. Uses pertinent data and facts to identify and solve a range of problems within area of expertise.
  • Having mandatory experience in Statistics along with Exploratory and regression data analysis. Strong proficiency in LLM, embedding, vectorization, vector stores, database optimization, performance tuning, and relevant query languages.
  • Familiarity with embedding, retrieval algorithms, RAG based agents, data modelling for vector development graphs.
  • Experience with LLM and other related frameworks like Langchain, LLamaIndex.Experience in model development using Machine Learning techniques [Data Analysis /Model Tuning}.
  • Good communication and analytical skills

Preferred qualifications, capabilities and skills

  • SSIS/Alteryx exposure for complex ETL development is an added advantage.
  • Preferred data querying skills on SQL (Snowflake, Databricks) and , Python (packages and libraries like Scikit , Kera’s, Gradio, Pandas, PySpark/PySQL).