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Infra AI Automation Lead

Infra AI Automation Lead

Infosys Limited
  • Posted 10 hours ago
  • Be among the first 10 applicants

Job Description

Key Responsibilities:

  • As an Infra AI Automation Lead you will take ownership of building and delivering AI automation solutions while guiding a team of engineers
  • You will be expected to stay hands on designing developing and deploying AI systems using Python deep learning and generative models while also taking responsibility for the team s technical direction code quality and delivery outcomes
  • Beyond execution you will work closely with architects and business stakeholders to ensure what is built is aligned to real needs and built to last
  • Client Engagement and Needs Analysis
  • Lead client meetings and workshops to understand business objectives and identify Gen AI use cases
  • Assess client technology infrastructure data landscape and AI maturity to recommend adoption approaches
  • Translate business requirements into clear technical problem statements for internal teams
  • Gen AI Strategy and Solution Design
  • Design and deliver end to end Gen AI solutions LLM applications RAG pipelines fine tuned models and agentic workflows
  • Define Agentic AI architectures using frameworks such as LangChain LlamaIndex CrewAI AutoGen or Semantic Kernel
  • Recommend appropriate platforms tools and APIs based on client needs and develop implementation roadmaps with clear milestones
  • Ensure solutions are scalable and integrate effectively with existing enterprise systems ERP CRM Data Lakes
  • MLOps LLMOps and Model Lifecycle
  • Establish MLOps LLMOps practices CI CD model versioning observability and cost optimization
  • Oversee end to end model lifecycle from training through deployment and monitoring
  • Implement guardrails feedback loops and perform statistical analysis to drive continuous improvement
  • Technical Guidance and Implementation Support
  • Provide technical guidance to AI ML engineers and review code model configurations and solution designs
  • Mentor junior engineers through design reviews pairing and structured feedback
  • Collaborate with architects to break down high level designs into actionable engineering tasks
  • Drive data preparation fine tuning workflows validation strategies and model evaluation pipelines

Technical Requirements:

  • At least 5 years of programming experience in Python
  • Hands on experience delivering end to end Gen AI solutions
  • Strong experience with LLMs OpenAI Azure OpenAI Hugging Face Anthropic etc
  • Hands on experience with TensorFlow PyTorch LangChain LlamaIndex and Prompt Engineering
  • Experience building Agentic AI systems and multi agent frameworks LangGraph CrewAI AutoGen Semantic Kernel etc
  • Experience with vector databases FAISS Pinecone Weaviate Chroma and RAG pipelines
  • Working knowledge of MLOps LLMOps practices CI CD model versioning monitoring and deployment
  • Familiarity with cloud platforms Azure AWS GCP and containerization Docker Kubernetes
  • Experience mentoring or technically guiding junior engineers
  • Good knowledge of deep learning advanced NLP data structures SQL NoSQL
  • Understanding of responsible AI and ethical AI frameworks
  • Strong communication analytical and problem solving skills

Additional Responsibilities:

  • Besides the professional qualifications of the candidates we place great importance in addition to various forms personality profile
  • These include
  • High analytical skills
  • A high degree of initiative and flexibility
  • High customer orientation
  • High quality awareness
  • Excellent verbal and written communication skills

Preferred Skills:

Technology->AI-Agentic AI->AgentOps,Technology->AI-AI Engineering->MLOps,Technology->AI-Generative AI->Generative AI - Basic,Technology->AI-Traditional AI->TensorFlow,Technology->OpenSystem->Python - OpenSystem->Python

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Bengaluru, India
Skills:
Generative AI - BasicPython - OpenSystemTensorflowMLopsPythonAgentOpsAI-Generative AIAI-AI EngineeringTechnologyAI-Agentic AIAI-Traditional AIOpenSystem