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Senior Analyst - Data Science

Senior Analyst - Data Science

Infosys

3 - 6 years

6 - 10 Lacs

bengaluru

Posted:None| Platform:

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Skills Required

microsoft azure machine learning data science gcp aws python data analysis eda natural language processing data collection sql r predictive modeling computer vision model development statistical modeling logistic regression ml statistics

Work Mode

Work from Office

Job Type

Full Time

Job Description

Educational Requirements
Bachelor of Engineering Service Line
AI & Automation Service Line 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 organizationTechnical skills

ProgrammingPython, R, SQL

ML algorithmsoStatistical ML algorithmsoDeep Neural Network architecturesoModel ensemblingoGenerative AI modelsoML 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-Machine Learning-Accord Technology-Data Science-Machine Learning Technology-Machine Learning-Generative AI

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Senior Analyst - Data Science