About ****Health
****Health is a healthcare venture studio building the future of health technology. We incubate, build, and scale multiple portfolio companies that leverage AI to transform healthcare delivery, talent management, and patient outcomes.
Our portfolio includes products like Xponentiate (AI-powered recruitment platform) and the **** Agentic Platform (AI workflow orchestration engine with 8 LangGraph agents). We're a lean, rapid-moving team where engineers work across multiple products, ship frequently, and directly impact millions of lives.
Role Overview
We're looking for a Backend & DevOps-heavy Fullstack Engineer who can architect, build, and operate scalable AI-powered systems. You'll own backend services, data pipelines, and cloud infrastructure while being comfortable contributing to frontend when needed.
This role is ideal for someone who:
Loves building robust, scalable backend systems
Is excited about AI/ML infrastructure and LLM orchestration
Has strong DevOps instincts (automate everything, infrastructure as code)
Can context-switch between multiple products and tech stacks
Responsibilities
Primary (Backend & Infrastructure — 70%)
1. Backend Development:
Design and build async APIs using Python 3.12+ and FastAPI with Pydantic v2
Implement complex business logic with proper domain modeling and validation
Build event-driven architectures with Redis Streams and message queues
Develop durable workflow systems using Temporal or Inngest
Integrate with LLM providers using structured outputs, tool calling, and streaming
Build and maintain AI agent orchestration pipelines (LangGraph, multi-agent systems)
Implement real-time features using WebSockets, Server-Sent Events, and pub/sub
2. DevOps & Infrastructure:
Design and maintain CI/CD pipelines (GitHub Actions, GitLab CI)
Manage containerized deployments using Docker and Kubernetes
Set up and maintain cloud infrastructure on AWS and/or GCP
Implement Infrastructure as Code using OpenTofu/Terraform or Pulumi




Configure observability stack (OpenTelemetry, Prometheus, Grafana, Sentry)
Manage databases (PostgreSQL with pgvector, MongoDB, Redis Stack) in production
Ensure security best practices (secrets management, IAM, encryption, HIPAA)
3. AI & Data Infrastructure:
Build data pipelines for AI model inputs and outputs
Implement vector search using pgvector or Redis Stack
Set up embedding pipelines and RAG infrastructure
Optimize LLM API costs through intelligent caching, batching, and model routing
Deploy and manage AI agents with proper state management and recovery
Secondary (Frontend — 30%)
Contribute to React 19/Next.js 15 frontend when needed
Build internal tools and admin dashboards
Implement API integrations and data fetching with TanStack Query
Support frontend team with backend requirements and API design
Must Have
1. Python:
Python 3.12+, async/await, type hints
Modern Python patterns
2. Web Frameworks:
FastAPI, Pydantic v2
SQLAlchemy 2.x with async
Dependency injection
3. Databases:
PostgreSQL 16+ (advanced SQL, pgvector)
Redis Stack 7.x (cache, streams, vector search)
4. Workflow/Queues:
Temporal, Inngest, or Celery
Event-driven patterns
5. AI/LLM Integration:
Claude/OpenAI API integration
Structured outputs, tool calling, streaming
6. DevOps:
Docker, CI/CD (GitHub Actions)
Linux, basic Kubernetes
7. Cloud:
AWS (ECS/EKS, RDS, Lambda, S3, SQS) or GCP equivalent
Good to have
Kubernetes (EKS/GKE), Helm, ArgoCD, GitOps patterns
OpenTofu/Terraform, Pulumi, or AWS CDK
LangGraph, LlamaIndex, vector databases, RAG pipelines, agent frameworks
Pipecat, LiveKit, OpenAI Realtime API, WebRTC
React 19, Next.js 15, TypeScript (working knowledge)
OpenTelemetry, distributed tracing, Prometheus, Grafana
OAuth2/OIDC, secrets management (Vault, AWS Secrets Manager), HIPAA
Why join us?
Build AI-native backend systems from the ground up
Own infrastructure for multiple products across the portfolio
High ownership — you'll make critical architectural decisions
Work with cutting-edge AI orchestration (LangGraph, Pipecat, LLM agents)

📌 Full Stack Developer (Backend & Devops) (Bengaluru)
🏢 2070Health
📍 Bengaluru