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Senior Analyst - Data Science

3 - 6 years

6 - 10 Lacs

bengaluru

Posted:2 days ago| Platform: Naukri logo

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Skills Required

python machine learning artificial intelligence data science aws algorithms data analysis eda natural language processing microsoft azure data collection sql r ml algorithms gcp predictive modeling computer vision model development ml statistics

Work Mode

Work from Office

Job Type

Full Time

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
  • Programming: Python, R, SQL
  • ML algorithms: o Statistical ML algorithmso Deep Neural Network architectureso Model ensemblingo Generative AI modelso 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

    • Preferred Skills:

    Technology->Machine learning->data science
    Technology->Machine Learning->Accord
    Technology->Data Science->Machine Learning
    Technology->Machine Learning->Generative AI

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