Senior Analyst - Data Science

Infosys Limited

0 years

0 Lacs

Bengaluru Karnataka India

Posted:3 days ago| Platform: Foundit logo

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Skills Required

ML for Responsible AI AI capabilities auto ML datasets reinforcement learning structured data R Model fine tuning approaches for Large models pruning Generative AI models Statistical ML algorithms pre built models model deployment Model ensembling Scaling hyperscalers Speech Deep Neural Network architectures software development architectures Model Quantization model fine tuning

Work Mode

On-site

Job Type

Full Time

Job Description

Key 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 organization
Technical skills
Programming Python R SQL
ML algorithms
o Statistical ML algorithms
o Deep Neural Network architectures
o Model ensembling
o Generative AI models
o 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->Data Science->Machine Learning,Technology->Machine Learning->Accord,Technology->Machine Learning->Generative AI

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