Senior Data Scientist

Infosys

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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 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

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