AI Engineer

Goldcast; Bengaluru; On-site; INR 450,000 - 700,000; Full time

Job summary

Goldcast in Bengaluru seeks an AI/ML systems engineer to develop agentic, enterprise-grade AI platforms. You will design reasoning frameworks, memory systems, and evaluation pipelines to support robust decision-making across business contexts.

Responsibilities include integrating multiple LLM providers, building trust and lineage in AI decisions, and enabling continuous learning from human feedback within scalable cloud environments.

Qualifications

• Strong experience in Python, Agentic AI, LangGraph, LangChain, MCP, LLM APIs, and RAG.
• Knowledge of Knowledge Graphs, FastAPI, Docker, AWS, PostgreSQL and Redis.

Responsibilities

• Develop enterprise-grade agentic systems.
• Design reasoning frameworks for complex business decisions.
• Build enterprise memory and context.
• Design AI evaluation pipelines.
• Support multiple LLM providers.
• Build trustworthy AI with complete decision lineage.
• Enable continuous learning from human feedback.

Skills

Python

Agentic AI

LangGraph

LangChain

MCP

LLM APIs

RAG

Tools

Knowledge Graphs

FastAPI

Docker

AWS

PostgreSQL

Redis

Job description

Responsibilities:

• AI Runtime, Multi-Agent Framework, Enterprise Context Engine, Knowledge Graph, RAG and Hybrid Retrieval, Prompt Management, Tool Registry, Model Routing Layer, AI Evaluation Framework, Human-in-the-Loop Framework, AI Guardrails, Continuous Learning Framework

Engineering Challenges:

• Build enterprise-grade agentic systems.
• Design reasoning frameworks for complex business decisions.
• Build enterprise memory and context.
• Design AI evaluation pipelines.
• Support multiple LLM providers.
• Build trustworthy AI with complete decision lineage.
• Enable continuous learning from human feedback.

Requirements:

• Strong experience in several of the following: Python, Agentic AI, LangGraph, LangChain, MCP, LLM APIs, and RAG.
• Knowledge Graphs, FastAPI, Docker, AWS, PostgreSQL, Redis.