30 Jul
|
PurpleTalk
|
Telangana
30 Jul
PurpleTalk
Telangana
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.
📌 Senior AI/ML Engineer (Telangana)
🏢 PurpleTalk
📍 Telangana