Senior Data Scientist
Location
Bangalore, Karnataka, India
Job Type
Full-Time
Experience Level
Executive or Staff-level (10+ Years)
Salary Range
Not disclosed
Job Description
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 and Professional 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->data science->PYTHON Technology->Machine Learning->Generative AI
About Infosys
Infosys is a global leader in next-generation digital services and consulting. We enable clients in more than 50 countries to navigate their digital transformation. With over three decades of experience in managing the systems and workings of global enterprises, we expertly steer our clients through their digital journey. We do it by enabling the enterprise with an AI-powered core that helps prioritize the execution of change. We also empower the business with agile digital at scale to deliver unprecedented levels of performance and customer delight. Our always-on learning agenda drives their continuous improvement through building and transferring digital skills, expertise, and ideas from our innovation ecosystem.
Connections
Sai Charan
Senior Developer
Kalpana Sharma
Team Lead
Rahul Patel
Full Stack Developer
Priya Singh
Frontend Developer
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