Lead Engineer - Data Scientist

Quest Global Technologies

5 - 9 years

11 - 16 Lacs

bengaluru

Posted:-1 days ago| Platform:

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Skills Required

python natural language processing data security neural networks data pipeline huggingface knowledge management machine learning data engineering artificial intelligence sql deep learning tensorflow automation computer vision keras ml ocr

Work Mode

Work from Office

Job Type

Full Time

Job Description

AI/ML Solution Design & Development

Architect and implement document understanding pipelines (structured + unstructured data).
Build
retrieval-augmented generation (RAG)
systems and
LLM-based copilots
for enterprise knowledge management.
Develop
agentic AI workflows
(using LangChain Agents, Semantic Kernel, AutoGen, etc. ) for multi-step reasoning and automation.
Integrate
OCR, computer vision, and NLP models
to process scanned PDFs, engineering drawings, invoices, and P&ID diagrams.
Fine-tune and optimize LLMs and VLLMS (OpenAI, Azure OpenAI, Hugging Face, LLaMA, Yolo etc. ) for enterprise use.

Cloud & Data Engineering

Build scalable AI solutions on
Azure tech stack
(Azure AI Search, Cognitive Services, Azure OpenAI, Azure Functions, Blob Storage, AKS).
Implement
vector databases
(e. g. , Pinecone, Weaviate, Azure AI Search, FAISS) for semantic and multimodal search.
Design and manage efficient
data pipelines
using Python, SQL, and distributed processing frameworks.

Full-Stack Collaboration

Work with front-end developers (React) to integrate AI services into user-friendly applications.
Ensure smooth API design and deployment of AI services.

Performance & Governance

Ensure system scalability, low latency, and cost efficiency.
Apply best practices for
responsible AI
(bias mitigation, data security, compliance).

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