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Location
In office (Bengaluru, Gurgaon)
Experience
3+ years exp

First seen by Alion on Oct 22, 2026.

Overview
Company
Impact
Profile match
Echos is a deep-tech engineering company delivering intelligent systems at scale by combining AI, advanced data platforms, and human expertise to turn complex data into actionable insights across industries.

Responsibilities:

  • Design, develop, and deploy production-grade AI-powered backend systems for enterprise applications.
  • Build and own agentic AI workflows, autonomous agents, multi-agent orchestration, and tool-calling pipelines.
  • Develop and integrate solutions using modern LLM platforms OpenAI, Anthropic, Gemini, or similar.
  • Build scalable RAG pipelines for intelligent document processing and contextual retrieval.
  • Develop robust backend services and REST APIs using Python to support AI inference and enterprise workflows.
  • Work with large-scale structured and unstructured datasets to generate actionable insights.
  • Develop and optimize ML models and AI workflows for production environments.
  • Contribute to MLOps practices: model deployment, monitoring, and lifecycle management.
  • Work closely with Palantir Foundry and enterprise data ecosystems to drive business outcomes.
  • Collaborate directly with global clients and cross-functional teams to translate business requirements into scalable AI solutions.


Requirements:

  • 4-8 years of experience in AI engineering, backend development, or ML engineering.
  • Strong hands-on Python (Mandatory).
  • Agentic AI experience (mandatory): hands-on building and deploying autonomous AI agents in production.
  • Experience with agentic frameworks LangGraph, LangChain, LlamaIndex, CrewAI, or AutoGen.
  • Deep understanding of RAG architectures, vector DBs, embeddings, and document pipelines.
  • Experience with LLM APIs like OpenAI, Anthropic, or similar.
  • Hands-on with vector databases Pinecone, Weaviate, Chroma, or pgvector.
  • Strong understanding of ML model development and deployment.
  • Experience with FastAPI or similar Python frameworks for building backend services.
  • Strong communication skills, comfortable working directly with enterprise clients and global stakeholders.
  • Comfortable working in a 4:00 PM - 1:00 AM IST shift to align with US business hours.


Good to Have:

  • Hands-on experience with Palantir Foundry (highly preferred).
  • Experience with Databricks, Snowflake, or similar data platforms.
  • Exposure to MLOps, LLMOps, and production monitoring frameworks.
  • Cloud platform experience in AWS, Azure, or GCP.
  • Background in data engineering or distributed systems.
  • Experience in client-facing or forward-deployed engineering roles.
  • Familiarity with Docker, Kubernetes, or CI/CD pipelines.

Skills

Agentic AI, MCP, multi agent, python

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