About the job

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