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3 Weeks ago

Data Scientist-Gen AI

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Information Technology
Other
Infosys Limited

Overview

Job Description:


  • Technical skills
  • Programming Python R SQL
  • ML algorithms
  • Statistical ML algorithms
  • Deep Neural Network architectures
  • Model ensembling
  • Generative AI models
  • ML for Responsible AI
  • AI domains NLP speech computer vision structured data
  • Learning patterns supervised unsupervised reinforcement learning
  • Tools for data analysis auto ML model deployment scaling model fine tuning
  • Knowledge of different Model fine tuning approaches for Large models
  • Knowledge of datasets pre built models available in open community and 3rd party providers
  • Knowledge of software development architectures
  • Knowledge of hyperscalers their AI capabilities Azure AWS GCP
  • Knowledge of Model Quantization and Pruning
  • Past experience playing a Data Scientist role

Key Responsibilities:


  • Responsibilities
  • Anchor ML development track in a client project
  • Data collection profiling EDA data preparation
  • AI Model development experimentation tuning validation
  • Present findings to business users project management teams
  • Propose ML based solution approaches estimates for new use cases
  • Contribute to AI based modules in Infosys solutions development
  • Explore new advances in AI continuously and execute PoCs
  • Mentoring Guide junior team members evangelize AI in organization

Preferred Skills:

Technology->Machine Learning->Python,Technology->Data Science->Machine Learning
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