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Senior AI/ML Engineer

  • Source: Naukri
  • Purpletalk
  • On-site
  • Hyderabad
  • Full-Time
  • Senior

Job Description

We are looking for a hands-on AI/ML Engineer with deep, practical experience across Computer Vision, Vision-Language Models (VLMs), and Large Language Models (LLMs). The ideal candidate is well-versed in the full AI SDLC from problem framing and data through model selection, fine-tuning, evaluation, deployment, and monitoring – and has a proven track record of delivering AI projects both through zero-touch/no-code AI platforms and through full end-to-end custom coding. This role requires someone who can move fluidly between rapid, low-code experimentation and production-grade engineering.

Key Responsibilities

  • Design, build, and deploy Computer Vision, VLM, and LLM-based AI applications end-to-end.
  • Own the full AI SDLC: problem framing, data collection/labeling, model selection and fine-tuning, evaluation, deployment, and monitoring.
  • Build and integrate Vision-Language Models for multimodal use cases – image/video understanding, document AI, OCR combined with reasoning.
  • Develop LLM-powered applications, including RAG pipelines, AI agents, chatbots, and copilots.
  • Deliver solutions both via zero-touch/no-code AI platforms (e.g., Azure AI Foundry,Vertex AI, Bedrock) and via full custom code when the use case            demands it.
  • Fine-tune and optimize vision and language models for accuracy, latency, and cost efficiency.
  • Develop REST APIs and AI microservices to productionize and integrate models into applications.
  • Collaborate with Product, Data, and Engineering teams to scope, build, and ship AI use cases.
  • Implement responsible AI practices, including security, privacy, and model governance.
  • Evaluate model performance and drive continuous improvement in accuracy, latency, and cost.

Required Technical Skills

Computer Vision & VLM

  • Image/video classification, detection, and segmentation
  • Vision-Language Models (e.g., GPT-4V, LLaVA, Gemini Vision, Claude Vision, CLIP, BLIP)
  • OCR and document understanding
  • Multimodal embeddings

LLM / Generative AI

  • Large Language Models (OpenAI GPT, Claude, Gemini, Llama, or similar)
  • Prompt engineering
  • Retrieval-Augmented Generation (RAG) and semantic search
  • AI agents and fine-tuning concepts

Programming

  • Python
  • SQL

AI Frameworks & Libraries

  • LangChain, LlamaIndex
  • Hugging Face Transformers
  • PyTorch or TensorFlow
  • OpenCV

Vector Databases

  • Pinecone, FAISS, ChromaDB, or Weaviate

Cloud & AI Platforms

  • Azure AI Foundry / Azure OpenAI
  • AWS Bedrock
  • Google Vertex AI
  • OpenAI APIs

APIs & Backend

  • FastAPI or Flask
  • REST APIs, JSON

DevOps & MLOps

  • Git, Docker, CI/CD
  • MLflow (preferred)
  • Model monitoring

Preferred Skills

  • Demonstrated delivery of AI projects using both zero-touch/no-code AI platforms and full end-to-end coding.
  • Experience with AI Agents and multi-agent frameworks (LangGraph, CrewAI, AutoGen, or similar).
  • Experience with MCP (Model Context Protocol) is an added advantage.
  • Experience building enterprise-grade AI copilots or chatbots.
  • Understanding of Responsible AI, AI security, and prompt injection mitigation.
  • Familiarity with Kubernetes and cloud deployment.

Skills

  • document-ai
  • microsoft-azure
  • vertex
  • bedrock
  • Gemini
  • claude-by-anthropic
  • meta-llama
  • llama
  • Python
  • LangChain
  • LlamaIndex
  • hugging-face
  • Transformers
  • PyTorch
  • Tensorflow
  • opencv
  • FAISS
  • amazon-web-services
  • FastAPI
  • Flask
  • JSON
  • Docker
  • ml-flow
  • mlflow
  • LangGraph
  • crewai
  • Kubernetes

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