C G Vak Softwares & Exports Limited
C G Vak Softwares & Exports - Lead AI Engineer - Agentic Systems
- Hybrid
- Full-time
- AI / ML
Bangalore, भारत
Vacancy description
Tech Matters Technology
Bangalore, भारत
Who We Are : The infrastructure layer that sits between shipping code and confident releases. We're not a test automation tool. We're the system that understands your application, learns from every test run, and tells engineering teams exactly what's at risk before anything breaks in https://jobeax.com/link/QSlET2skWZuTD02l This Role Is : You will be one of the first engineers building the core agent layer of the platform. This is not a role for someone who chains LLM API calls and calls it agentic. The systems you'll build have deterministic rule layers, multi-stage reasoning pipelines, confidence scoring under ambiguity, feedback loops that improve over time, and escalation logic that knows when to stop and ask a https://jobeax.com/link/rF4OF3LHwu2YsE4b You'll Build : - Multi-agent orchestration systems : agents that plan, execute, self-correct, and escalate.- Context Graph infrastructure : a living knowledge graph that connects requirements, DOM elements, test cases, code functions, and user behavior signals.- Browser crawl agents : Playwright-based agents that understand a running application semantically.- Agentic evaluation frameworks : building the eval layer to verify agent decisions.- LLM integration at production scale : prompt engineering, structured output, context window management, and confidence calibration.- Feedback loops : systems that get measurably smarter with every test https://jobeax.com/link/PYkHNbgfSa3ZEttF You Need to Have Done Before : - Built and shipped multi-agent systems in production.- Worked with LangGraph, LangChain, CrewAI, AutoGen, or equivalent orchestration frameworks.- Designed and queried knowledge graphs or graph databases (Neo4j).- Built systems that detect absence : not just what's wrong, but what's missing.- Written production Python (async, typed, modular, observable).- Worked with Playwright, browser-use, or equivalent browser https://jobeax.com/link/dL6exQkAOjNprh2h Tech Stack : Python (async, typed, strict), FastAPI, Celery, https://jobeax.com/link/ehFCzfP4BDMuEfOa We'll Evaluate You : Beyond the standard interview, we give candidates a take-home assignment that we think is the truest signal of the skills this role demands. You'll be asked to build a working agent that crawls a live web application, ingests a product requirements document, constructs a knowledge graph, and uses that graph to reason about the blast radius of a code https://jobeax.com/link/DBPRuOT5c6IZFj7y We Offer : - Competitive compensation benchmarked to top-of-market.- Meaningful equity.- Direct access to the founding team and genuine influence over product direction.- The chance to be a core architect of a category-defining platform. (ref:hirist.tech)
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