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Senior Data Scientist / Data Scientist_ 3 to 9yrs

Senior Data Scientist / Data Scientist_ 3 to 9yrs

FractalBengaluru
30+ days ago
Job type
  • Full-time
Job description

It's fun to work in a company where people truly BELIEVE in what they are doing!

Job Title : Senior Data Scientist / Data Scientist

Job Location : Bangalore, Pune, Mumbai, Gurgaon, Chennai

Job Description :

  • Lead a small group of DS developers in collaborate / streamline data science work with product, BA, MLOps. Cover tasks in DS model development / redevelopment and support the deployment into multiple markets for production purpose.
  • Leading the collaboration with MLOps to understand the need for industrialization, ensure smooth transition from DS development to industrialization by providing sufficient DS support.
  • Code development / redevelopment planning, provide direct support to DS developers in the execution.
  • Leading model tunning.
  • Ensure proper code standard are enforced, complete documentation is created and strong code management through version control. Leading regular code review together with the data scientist project lead.
  • Leading the testing / evaluation planning with the data scientist project lead. Establishing model evaluation and validation framework in the context of deployment. Creating standard test report structure.
  • Ensure production grade code is developed and maintained for quick roll-out purpose. High level of transparency and replicability is achieved.
  • Leading the planning of RCA for any issue identified.
  • Creating the monitoring plan for production.
  • Support the activities in the UAT with the end users.
  • Working as the contingency resource for development to ensure timely delivery.
  • Ensure a common code base is created for efficient roll-out in new market with highly modular architecture, well designed data abstraction, high configurability and high level of parameterization.

Technical Skills :

  • Brings 3+ years of deep data science experience.
  • Strong knowledge of machine learning and statistical modeling techniques in a in a clouds-based environment such as GCP, Azure, Amazon, Databricks
  • Experience with programming languages such as Python, R, Spark
  • Strong understanding of data structures, algorithms, and software design principles, highly sensitive to algorithm complexity.
  • Experience with GCP platforms and services such as Big Query, Cloud ML Engine, and Cloud Storage
  • Experience in configuring and setting up the version control on Code, Data, and Machine Learning Models using GitHub.
  • Strong experience in development planning.
  • Good knowledge in coding standard, building re-useable services.
  • Experience in end-to-end data science project delivery

    • Non-Technical Skills :

  • Solution Designing
  • Critical Thinking
  • Ecommerce Domain Understanding (Good to Have)

    • EDUCATION :

  • B.E / B.Tech / M.Tech in Computer Science or related technical degree OR Equivalent.

    • If you like wild growth and working with happy, enthusiastic over-achievers, you'll enjoy your career with us!

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