Senior ML Engineer
Role Overview
You will lead the creation and productionization of our AI-driven search pipeline — from building vector indexes and deploying RAG-based systems to designing scalable APIs. You’ll work closely with our engineering team to ingest structured legal data, vectorize it, and ensure seamless integration with our user-facing web application. This role requires both deep technical expertise, a product-focused mindset and an enthusiasm to learn new techniques in the rapid changing AI landscape.

Key Responsibilities
1. AI Based Search Development & Optimization
- Design and build AI-powered search models that improve retrieval and ranking of legal documents.
- Implement retrieval-augmented generation (RAG) workflows using pre-trained LLMs (e.g., OpenAI GPT-4).
- Fine-tune LLMs for legal use cases where necessary (experience with custom LLM training is a strong plus).
- Improve search quality through relevance testing, feedback loops, and query understanding.
- Research and implement any new techniques for improving search result relevancy.

2.



Data Processing & Vector Indexing
- Build pipelines to ingest, chunk, and vectorize legal texts (case law, statutes, etc.).
- Create and maintain indexes in Vector Databases, supporting fast and relevant results.
- Maintain an evolving legal search index by ingesting new documents on a weekly basis.

3. Model Deployment & API Development
- Deploy ML models into production using Azure cloud infrastructure.
- Develop REST APIs (with FastAPI or Flask) to expose model functionality to the application layer.
- Monitor and optimize latency, scalability, and reliability of deployed solutions.

4. Collaboration & Product Integration
- Work closely with product managers and full-stack engineers to ship ML-backed features.
- Participate in design reviews and own technical decisions around AI architecture.
- Track and improve system performance using user feedback, telemetry, and experimentation.

Tech Stack & Tools

📌 Senior ML Engineer (Lucknow)
🏢 EBC Technologies
📍 Lucknow