Data Science Engineer(5-14 years) Infosys
- Infosys
- 5 - 10 years
- Pune
- 6 days ago
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Job Description
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
- 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
Soft Skills
- Good verbal & written communication skills articulate value of AI to business, project managers & other team members
- Ability to break complex problem into smaller problems and create hypothesis
- Innovation and experimentation
Academic background
- Degree in quantitative field mathematics/ statistics/ computer science/ engineering
- EXP-5-14 years
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data Science & Machine Learning - OtherEmployement Type: Full timeContact Details:
Company: InfosysLocation(s): Pune+ View Contact
Keyskills: Data Science Natural Language Processing Computer Vision Al Deep Learning Python Ml
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