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Senior Analyst - Data Science @ Infosys

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 Senior Analyst - Data Science

Job Description

 Educational Requirements 
Bachelor of Engineering  Service Line 
AI & Automation Service Line
 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 organizationTechnical skills
  • ProgrammingPython, R, SQL
  • ML algorithmsoStatistical ML algorithmsoDeep Neural Network architecturesoModel ensemblingoGenerative AI modelsoML 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
     Preferred
    Skills:
  •   Technology-Machine learning-data science
    Technology-Machine Learning-Accord
    Technology-Data Science-Machine Learning
    Technology-Machine Learning-Generative AI
  • Job Classification

    Industry: IT Services & Consulting
    Functional Area / Department: Data Science & Analytics
    Role Category: Data Science & Analytics - Other
    Role: Data Science & Analytics - Other
    Employement Type: Full time

    Contact Details:

    Company: Infosys
    Location(s): Bengaluru

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    Keyskills:   microsoft azure machine learning data science gcp aws python data analysis eda natural language processing data collection sql r predictive modeling computer vision model development statistical modeling logistic regression ml statistics

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