HYDERABAD · FULLTIME
Senior Machine Learning Engineer
Infosys
Hyderabad · onsite · Posted 50d ago
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Undisclosed5–8 yrsfulltimeHyderabad
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Section · 01
About this role
Educational Requirements
- Bachelor of Engineering
- BCS
- BBA
- BCom
- MCA
- MSc
- Data Analytics Unit
- Machine Learning NLP Development
- Design, develop, and deploy Machine Learning and NLP solutions for business-critical applications.
- Build and optimize text classification, information extraction, sentiment analysis, entity recognition, summarization, and conversational AI systems.
- Develop and fine-tune Transformer-based models and LLM-powered applications.
- Evaluate model performance and implement improvements for accuracy, scalability, and efficiency.
- Generative AI LLM Applications
- Develop GenAI applications using Large Language Models (LLMs).
- Design and implement Retrieval-Augmented Generation (RAG) pipelines.
- Build AI copilots, chatbots, virtual assistants, and intelligent search solutions.
- Apply prompt engineering techniques to optimize model outputs.
- Develop agentic AI workflows using modern AI orchestration frameworks.
- Research Innovation
- Stay updated with advancements in NLP, Generative AI, LLMs, and Machine Learning.
- Evaluate emerging AI technologies and recommend adoption where appropriate.
- Conduct experiments and proof-of-concepts (POCs) to solve complex business problems.
- Leadership Mentoring
- Mentor junior ML engineers and data scientists.
- Conduct code reviews, model reviews, and design reviews.
- Promote best practices in machine learning engineering and AI development.
- Collaborate with business stakeholders, product teams, and engineering leaders.
- Data Preparation
- Process and analyze large-scale structured and unstructured datasets.
- Feature Engineering
- Perform text preprocessing, tokenization, feature extraction, and embedding generation.
- Model Deployment MLOps
- Deploy, monitor, and maintain ML models in production environments.
- MLflow
- Implement model versioning, tracking, and serving using MLflow.
- Develop CI/CD pipelines for machine learning workflows.
- Monitor model drift, performance metrics, and system reliability.
- AI-Traditional AI: Microsoft LUIS, NLP
- AI-Data science: Machine Learning
- AI-Generative AI: Generative AI - Basic
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Section · 02
Skills
CI/CD Pipelinesai developmentdata preparationai modelai technologiesclassificationfeature engineeringAnalyticsLarge Language Models (LLMs)Conversational AideploymentGenerative AiData PipelineData ScienceArtificial Intelligence
Section · Company
About Infosys
Infosys
IT Services & Consulting
323.6k+
employees
1981
45 years old
Bengaluru/Bangalore, Karnataka
India
About
Infosys is a global leader in next-generation digital services and consulting.
Industries
IT Services & ConsultingConsulting
Employee ratings
48,765 reviews
3.5/ 5
Culture
3.6
Career growth
2.6
Work-life
3.6
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