About Ocean Friends
Ocean Friends is a quick-growing, profitable healthcare tech startup focused on empowering pediatric therapy centers (Speech, OT, PT) with powerful automation, AI agents, and data-driven insights. Our mission is easy but ambitious: use technology to give every child with special needs a greater sense of purpose, progress, and joy.
We build tools that help therapists, parents, and care teams work together effortlessly—so more time goes to the child, not paperwork.
Role Overview
We are looking for IIT graduate Software Engineer (AI & Business Systems) who is passionate about using AI to make a real-world difference in children's lives. This is not a “backend research” or “ML-only” role—it's a full-spectrum technology + business + product thinking position.
You will:
Build AI-powered agents, copilots, and automation workflows used daily by therapists and families
Stay on the cutting edge of the AI ecosystem (agents, RAG, speech models, multimodal, reasoning engines)
Translate business problems into elegant systems and intelligent tools




Work deeply with founders, users, and therapy centers to understand what actually moves the needle
Develop robust, scalable backend services (Python + GCP preferred) that power our core platform

Business understanding is nearly more significant than pure technical skill.
Your superpower should be connecting therapy workflows, parent journeys, and business needs to AI capabilities.
What You will Do
Build and maintain AI agents for scheduling, claims, parent journaling, therapist documentation, and more
Evaluate, experiment, and integrate new AI models and tools quickly
Design systems that combine deterministic rules with LLM reasoning
Create delightful experiences for therapists, parents, and admin teams

Engineering
Develop scalable microservices on GCP (Cloud Run, Firestore, BigQuery, Pub/Sub)
Write clean, maintainable Python or TypeScript code
Work with structured/unstructured data, PDFs, aud

📌 Software Engineer Kolkata
🏢 Ocean Friends
📍 Kolkata