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:
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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 Requirements:
---------------------------
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