Infosys
Infosys

IT Delivery

RoleData And Analytics
LevelMid Level
LocationBangalore, India
WorkOn-site
TypeFull-time
Posted2 months ago
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About the role

Key Responsibilities:

  • Lead the design, development, and deployment of end-to-end machine learning solutions using Python.

  • Translate business requirements into well-defined ML/NLP problems, solution approaches, and technical roadmaps.

  • Build, train, evaluate, and optimize ML models, ensuring robustness, scalability, and performance in production environments.

  • Architect and implement data preprocessing, feature engineering, and model evaluation pipelines.

  • Guide the implementation of NLP-based solutions (e.g., text classification, entity extraction, sentiment analysis) where applicable.

  • Review code, establish coding standards, and promote best practices in Python and ML development across the team.

  • Collaborate with cross-functional stakeholders (product, data, engineering) to align technical solutions with business goals.

  • Mentor and support junior team members, providing technical guidance and fostering a culture of continuous learning.

  • Monitor models in production, analyze performance drift, and drive continuous improvement and retraining strategies.

  • Document solution designs, experiments, and decisions to ensure transparency and maintainability.

  • Primary skills:Technology->Big Data->Natural language processing(NLP),Technology->Machine Learning->Azure ML,Technology->Machine Learning->Python,Technology->Open System->Python

  • Open System

  • Knowledge of more than one technology

  • Basics of Architecture and Design fundamentals

  • Knowledge of Testing tools

  • Knowledge of agile methodologies

  • Understanding of Project life cycle activities on development and maintenance projects

  • Understanding of one or more Estimation methodologies, Knowledge of Quality processes

  • Basics of business domain to understand the business requirements

  • Analytical abilities, Strong Technical Skills, Good communication skills

  • Good understanding of the technology and domain

  • Ability to demonstrate a sound understanding of software quality assurance principles, SOLID design principles and modelling methods

  • Awareness of latest technologies and trends

  • 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

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