BriefCase
BriefCase

Data Scientist, Customer Dna Job in Rakuten India Development Center

Data Scientist, Customer Dna

Rakuten India Development Center 4+ weeks ago
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Job Summary


Responsibility:

  • Profiling tens of millions of customers with machine learning
  • Design and tuning machine learning algorithms
  • Work with the data engineering teams to support them in the design and implementation of frameworks to serve hundreds of models
  • Around 50% time in research and 50% in development
  • Work with the data engineering teams to create internal tools for monitoring, visualization and other automation process.

Requirements:

  • Masters/PhD in quantitative field (Computer Science, Mathematics, Machine Learning, AI, Statistics, or equivalent)
  • 5+ years of industry experience in predictive modelling, and data analysis
  • Solid understanding of foundational statistics concepts and ML algorithms: linear/logistic regression, random forest, boosting, GBM, NNs, etc
  • Experience or interest in creating Auto ML pipelines that facilitate the development and deployment of large number of models at scale.

  • Previous experience, preferably in product company, in a ML or data scientist role and a track record of building ML or DL models
  • Experience using Python and ML libraries, such as scikit-learn, pandas, numpy, scipy
  • Experience handling terabyte size structured and unstructured datasets using distributed frameworks such as Spark, Hive
  • Familiarity with using data visualization tools
  • Experience working with GPUs to develop deep learning models
  • Ability to develop experimental and analytic plans for data modelling processes, use of strong baselines, ability to accurately determine cause and effect relations
  • Demonstrable track record of dealing well with ambiguity, prioritizing needs, and delivering results in a dynamic environment
  • Along with product managers, own the business outcomes/metrics which the data science model/algorithm drives
  • Strong written and verbal communication skills
Experience Required :

6 to 8 Years

Vacancy :

2 - 4 Hires

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