Data Scientist - Associate
J.P. Morgan
Bengaluru, Karnataka, India
5d ago

Key Requirements of the Role :

  • Bachelor's degree in a quantitative or related field
  • MS / PhD in a quantitative discipline such as Statistics, Physics, Economics, Applied Math, Computer Science, Operations Research, or Computational Sciences, with coursework and projects in machine learning and data analysis
  • 3+ years of related experience
  • Strong understanding of advanced data mining techniques, curating, processing and transforming data to produce sound datasets.
  • Strong understanding of the Machine Learning lifecycle - feature engineering, training, validation, scaling, deployment, scoring, monitoring, and feedback loop
  • Experience in analyzing complex problems and translating it into an analytical approach.
  • Experience in Supervised and Unsupervised Machine Learning including Classification, Forecasting, Anomaly detection, Pattern detection, Text Mining, using variety of techniques such as Decision trees, Time Series Analysis, Bagging and Boosting algorithms, Neural Networks, Deep Learning.
  • Experience with analytical programming languages, tools and libraries (Python ecosystem preferred, but R will be considered)
  • Experience in SQL and relational databases and Big Data technologies e.g. Spark / Hadoop / H2O
  • Good understanding of programming best practices and building for re-use
  • Fostering a collaborative and inclusive environment that supports growth and development
  • Proven ability to work in an extremely fast paced environment, meet deadlines, and perform at high standards with limited supervision.
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