Senior Data Scientist

Department Icon Data Science Analytics & Machine Learning
Posted: 4 months ago
6-14 years
Bengaluru / Bangalore, Karnataka
Data Science Analytics & Machine Learning
work from office
Full Time

Posted: 4 months ago
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Job Description

Senior Data Scientist

Location-PAN India

  • We are looking for Senior Data Scientist work-ex who also has a deep expertise in
  • setting up Digital transformation projects specific to AI/ ML/DL. The ideal candidate is
  • adept at understanding large data sets to find opportunities for product and process
  • optimization and using models to test the effectiveness of different courses of action.
  • They must have strong experience understanding a variety of data mining/data
  • analysis methods, using a variety of data tools, building, and implementing models,
  • using/creating algorithms and creating/running simulations. They must have a proven
  • ability to drive business results with their assessment of as-is and to-be frameworks.
  • They must be comfortable working with a wide range of stakeholders and functional
  • teams. The right candidate will have a passion for discovering solutions hidden in large
  • data sets and working with stakeholders to improve business outcomes.
  • • Work with stakeholders throughout the organization to identify opportunities
  • for leveraging company data to drive business solutions.
  • • Mine and analyse data from company databases to drive optimization and
  • improvement of product development, marketing techniques and business
  • strategies.
  • • Create new insights within Supply by having data models and algorithms in
  • place to enable prediction, optimization, and simulation.
  • • Assess the effectiveness and accuracy of new data sources and data gathering
  • techniques.
  • • Understand predictive modelling to increase and optimize customer
  • experiences, revenue generation, ad targeting and other business outcomes.
  • Understand A/B testing framework and test model quality.
  • Coordinate with different functional teams to implement models and monitor
  • outcomes.
  • • Develop processes and tools to monitor and analyse model performance and
  • data accuracy.

Your Qualifications

  • • Extensive experience in Generative AI – The ideal candidate should have
  • comprehensive experience in full lifecycle implementations.
  • • Experience using statistical methods with Python to manipulate data and draw
  • insights from data sets.
  • • At least 6 to 14 years of experience in Python/ Pyspark with hands on delivery
  • experience; Pandas/ NumPy, TensorFlow, Flask/ FastAPI, scikit-learn
  • • 4+ years stakeholders management including the Executive teams, Product
  • teams, Data and Design teams to assist with data-related issues and support
  • their data explorations; Industrial domain work experience would be given
  • higher weightage.
  • • 4+ years of experience in Prediction, Machine learning, Artificial Intelligence:
  • Feature engineering, Model-training, Model-finetuning, model deployment
  • • Knowledge of a variety of machine learning techniques (clustering, decision
  • tree learning, artificial neural networks, etc.) and their real-world
  • advantages/drawbacks.

Skills

Artificial IntelligenceData MiningBusiness SolutionsPythonMachine LearningData ScientistFlaskAiMl

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About Company

Capgemini Invent is the global innovation and transformation consultancy of Capgemini Group. We combine strategy, technology and data to create tangible value for our clients. We help businesses solve their most complex challenges and seize new opportunities through innovation.

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