Senior Analyst - Data Science
- Infosys
- 3 - 6 years
- Bengaluru
- 3 months ago
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Job Description
Educational Requirements
Bachelor of Engineering
Service Line
AI & Automation Service Line
Responsibilities
ResponsibilitiesAnchor 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 Programming: Python, R, SQL ML algorithms: o Statistical ML algorithmso Deep Neural Network architectureso Model ensemblingo Generative AI modelso 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->Machine Learning->Accord
Technology->Data Science->Machine Learning
Technology->Machine Learning->Generative AI
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Analytics - OtherRole: Data Science & Analytics - OtherEmployement Type: Full timeContact Details:
Company: InfosysLocation(s): Bengaluru+ View Contact
Keyskills: python machine learning artificial intelligence data science aws algorithms data analysis eda natural language processing microsoft azure data collection sql r ml algorithms gcp predictive modeling computer vision model development ml statistics
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