
IT Delivery
About the role
Key Responsibilities:
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Lead the design, development, and deployment of end-to-end machine learning solutions using Python.
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Translate business requirements into well-defined ML/NLP problems, solution approaches, and technical roadmaps.
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Build, train, evaluate, and optimize ML models, ensuring robustness, scalability, and performance in production environments.
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Architect and implement data preprocessing, feature engineering, and model evaluation pipelines.
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Guide the implementation of NLP-based solutions (e.g., text classification, entity extraction, sentiment analysis) where applicable.
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Review code, establish coding standards, and promote best practices in Python and ML development across the team.
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Collaborate with cross-functional stakeholders (product, data, engineering) to align technical solutions with business goals.
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Mentor and support junior team members, providing technical guidance and fostering a culture of continuous learning.
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Monitor models in production, analyze performance drift, and drive continuous improvement and retraining strategies.
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Document solution designs, experiments, and decisions to ensure transparency and maintainability.
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Primary skills:Technology->Big Data->Natural language processing(NLP),Technology->Machine Learning->Azure ML,Technology->Machine Learning->Python,Technology->Open System->Python
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Open System
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Knowledge of more than one technology
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Basics of Architecture and Design fundamentals
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Knowledge of Testing tools
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Knowledge of agile methodologies
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Understanding of Project life cycle activities on development and maintenance projects
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Understanding of one or more Estimation methodologies, Knowledge of Quality processes
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Basics of business domain to understand the business requirements
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Analytical abilities, Strong Technical Skills, Good communication skills
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Good understanding of the technology and domain
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Ability to demonstrate a sound understanding of software quality assurance principles, SOLID design principles and modelling methods
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Awareness of latest technologies and trends
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Excellent problem solving, analytical and debugging skills
Education: MCA,MSc,MTech,Bachelor of Engineering,BCA,BSc,BTech
- Preferred skills: Technology->data science->PYTHON,Technology->AI Hyperscalers->Azure Agentic AI Services->Azure NLP,Technology->data science->Natural Language Processing,Technology->Open System->Python
- Open System->Python
About Infosys
BANGALORE
Headquarters