Senior Analyst - Data Science

Bethaluru, India

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:
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