AL & ML Engineer

3 weeks ago

India LEAPX AI Full time

Job Description

AI Engineer Multi-Agent Systems & NLP/ML

Location: Gurugram, India (On-site, Full-time)

Experience: 24 years

About LeapX

LeapX is building the next generation of AI-powered advertising platforms. Our products are redefining how brands run campaigns with speed, precision, and intelligence.

We're looking for an AI Engineer (Multi-Agent Systems & NLP/ML) to design, train, and productionize intelligent multi-agent workflows that form the backbone of our platform. This role is ideal for someone who thrives at the intersection of machine learning, NLP, and systems engineering.

What You'll Do

- Design & Build Multi-Agent Workflows: Architect agentic environments (e.g., LangGraph or similar frameworks) with robust orchestration, memory, retries, and guardrails.
- Develop ML/NLP Models: Train, fine-tune, and deploy PyTorch-based models for NLP tasks such as intent detection, summarization, embeddings, and structured reasoning.
- Integrate Agents with ML Pipelines: Connect model outputs with decision-making agents, ensuring smooth handoffs between reasoning, planning, and execution steps.
- Infrastructure & Deployment: Scale AI services on AWS (ECS/EKS/Lambda, S3, CloudWatch) using Docker and CI/CD workflows.
- Observability & Evaluation: Set up eval harnesses, logging, tracing, and performance monitoring (Langfuse, Phoenix, or equivalent).
- Cross-team Collaboration: Work closely with backend, product, and AI research teams to integrate multi-agent workflows into customer-facing products.
- Innovation & Research: Stay ahead of emerging multi-agent frameworks, ML architectures, and optimization techniques to bring cutting-edge capabilities into production.

What We're Looking For

- Core Skills:
- 24 years in AI/ML engineering with strong Python and PyTorch expertise.
- Solid experience in NLP (transformers, embeddings, fine-tuning, sequence modeling).
- Hands-on exposure to agent frameworks (LangGraph, Haystack Agents, AutoGen, or equivalent).
- Systems Knowledge:
- Understanding of multi-agentic environments, state management, and inter-agent communication.
- Familiarity with RAG pipelines and vector databases (Postgres/pgvector, Pinecone, Weaviate, etc.).
- Deployment & Ops:
- Proven ability to deploy and scale ML services in production using cloud infrastructure (AWS preferred).
- Mindset:
- Strong problem-solving skills with ability to move from prototype production.
- Curiosity to explore new approaches in agent orchestration and ML research.

Bonus:

- Experience with ad-tech APIs (Google Ads, Meta).
- Knowledge of LoRA/QLoRA fine-tuning or GPU inference frameworks (vLLM, TGI).
- Contributions to open-source agent frameworks or ML libraries.

What We Offer

- Opportunity to shape the multi-agent intelligence stack that powers LeapX products.
- A fast-moving, high-ownership environment where your work directly impacts global brands.
- Close collaboration with experienced founders and technologists.
- Competitive Salary + ESOP + potential to lead the AI agents/ML charter in the future.
- Work from our Gurugram office with a culture of speed, creativity, and excellence.

If you are interested in this role, please fill this below form. It will take 15/20 mins, hence kindly be prepapred accordingly.

https://docs.google.com/forms/d/e/1FAIpQLSeNijd_9E4rGsxM3fF5ihv4rlomoyUomsc1IUbZem5ijzXa6w/viewformusp=sharing&ouid=102945188276931555953

Also do note, if you just apply using Easy Apply button, we wont be able to move ahead with your candidature.

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