Senior Data Scientist

4 weeks ago

Bengaluru India Infosys Limited Full time

Job Description

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

Key Responsibilities:

- 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

Preferred Skills:

Technology->Machine learning->data science,Technology->Machine Learning->Generative AI,Technology->Machine Learning->Python

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