AI Automation

AI / ML Solutions Lead Role AI / ML Solutions Lead Experience 7 - 9 Years (min. 2 - 3 years in AI/ML lead roles) Location India Work Model WFO / Remote / Hybrid — flexible based on candidate profile Employment Type Full-Time Reporting To IT PM About the Role We are seeking an AI / ML Solutions Lead with proven hands-on experience in Agentic AI, LLMs, and enterprise-grade machine learning delivery. In this lead role, you will own the end-to-end AI solutions lifecycle — from opportunity identification and solution architecture through to production deployment and continuous improvement. You will lead and mentor a high-performing team of AI/ML engineers, engage directly with clients to shape AI transformation roadmaps, and drive pre-sales and delivery excellence across engagements. Domain expertise in Finance (AP/AR, P2P, cash flow) or Supply Chain Management (procurement, inventory, logistics) will be treated as a significant added advantage. Must-Have Skills Core AI / ML Python (Advanced) Machine Learning (Expert) Deep Learning — TF / PyTorch NLP & Text Analytics Feature Engineering Model Evaluation & Tuning Statistics & Probability Data Pipelines ML Pipeline Architecture Large Language Models & Generative AI LLM Design & Integration (GPT-4o / Claude / Gemini) Advanced Prompt Engineering RAG Architecture & Optimisation Vector Databases (FAISS / Pinecone / Weaviate) LangChain / LlamaIndex Fine-Tuning (LoRA / QLoRA / PEFT) Embeddings & Semantic Search Knowledge Base Design LLM Evaluation Frameworks Agentic AI (Proven Experience — Key Differentiator) Agentic System Design & Architecture LangGraph / AutoGen / CrewAI Tool Use & Function Calling ReAct / CoT / Plan-and-Execute Patterns Memory & State Management in Agents Multi-Agent Orchestration Human-in-the-Loop Workflows Guardrails & Safety for Agents Production Agent Deployment Data, APIs & Infrastructure REST API Design (FastAPI / Flask) SQL & NoSQL Databases Cloud AI Services (Azure / AWS / GCP) Docker & Containerisation Git & Version Control MLOps Fundamentals Leadership & Consulting AI Solution Architecture Pre-Sales & RFP / RFQ Response Client Stakeholder Management Team Leadership & Mentoring Delivery Governance & QA AI Roadmap & Strategy Consulting Estimation & Proposal Writing Agile / Scrum Delivery Risk & Dependency Management Good-to-Have Skills Skills below are not mandatory but will significantly strengthen the candidate’s profile. Finance / SCM domain experience is particularly valued for client-facing engagements. Category Skills / Tools Relevance MLOps MLflow, Weights & Biases, Model Registry, Drift Monitoring