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Helpcare AI Logo Helpcare AI · IT - Software Development

Software Engineer (Backend/AI)

India, Bengaluru · Job Posted June 29, 2026
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Job Description

Raven is a YC-backed startup building AI for heavy industries. We’re building Cursor for industrial work — data infrastructure for process plants and AI agents that work on top of this data. We work with manufacturing, chemicals, oil & gas, and other industrial teams to help engineers access, understand, and act on complex plant information faster. We’re a small, focused team based in Bangalore, building for teams that work in some of the toughest operational environments.

Job Responsibility

  • Building the plant data/model layer that brings together P&IDs, SOPs, datasheets, historian data, maintenance records, logs, and other plant context
  • Building pipelines to extract structured, reliable data from industrial documents and systems
  • Making plant data usable by AI agents with grounding, traceability, and review workflows
  • Building Python/Go backend services for data ingestion, search, orchestration, and agent workflows
  • Working on knowledge graphs, entity resolution, event timelines, and plant topology
  • Building agents that work on top of this data to help engineers answer questions, investigate issues, and execute operational workflows
  • Working directly with customers to understand real plant workflows and turn them into shipped product

Requirements

  • 2–4+ years of experience building production backend systems
  • Strong Python and/or Go skills
  • Experience building APIs, services, data pipelines, or backend infrastructure
  • Ability to own technical problems end-to-end and ship working systems
  • Comfortable working in ambiguity, iterating fast, and solving real customer problems

Nice to have

  • Experience with AI systems, document extraction, search/retrieval, workflow automation, or evaluation pipelines
  • Interest in industrial data like P&IDs, SOPs, datasheets, historian data, and maintenance records
  • Interest in knowledge graphs, entity resolution, traceability, and grounded AI outputs
  • Startup experience or experience working in small, high-ownership teams
  • Comfortable working directly with customers and wearing multiple hats

What we offer

  • 0.1–1% equity
  • Impact: work on real-world industrial problems where better systems can improve safety, reliability, and efficiency
  • Depth: work across backend systems, data pipelines, document intelligence, plant data, and AI agents
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