Data Science Lead

3 weeks ago

Pune, Maharashtra, India Absolutdata Full time

About the Role


We are seeking an experienced analytics professional to lead our data science efforts. The ideal candidate will have a strong background in machine learning and be able to drive business impact through data-driven insights.


Key Responsibilities



  • Conceptualize, design, and deliver high-quality solutions and insightful analysis on a variety of projects.
  • Conduct research and prototyping innovations, data and requirements acquisition, solution scoping and architecture.
  • Collaborate with product managers in defining clear business problems and corresponding metric definition.
  • Partner with Data Engineering, Frontend Engineering, and Web Design teams to collaborate and improve the product solutions.
  • Lead and groom the pool of data scientists for solving complex problems using data science.
  • Manage the development of NAVIK suite of products and NAVIK AI Platform.

Requirements



  • 4-8 years of rich experience in implementing Machine/Statistical Learning solutions to complex business problems at scale.
  • Rich experience in various Machine Learning techniques like Regression, Classification, Ensemble of Decision Trees, Support Vector Machines, Artificial Neural Networks, Clustering, Dimension Reduction, etc.
  • Intermediate-level proficiency in Python or R.

Preferred Qualifications



  • Bachelor's/Master's degree in Computer Science or Master's degree in Statistics/Economics/Business Economics/Econometrics/Operations Research.
  • Experience in implementing advanced techniques/methods like Recommender Systems, Association Rule Learning, Convolutional Neural Network, Recurrent Neural Network, Natural Language Processing, Reinforcement Learning, Time-series Analysis, and Bayesian methods.
  • Experience in productionizing machine learning models for analytics-based SaaS products.
  • Familiarity with A/B site testing and evaluation.
  • Expert-level proficiency in Python or R or both.

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