Full Stack Developer

2 years

3 - 16 Lacs

Posted:2 hours ago| Platform: GlassDoor logo

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Job Type

Full Time

Job Description

Role: Full-Stack Developer (Python + React + Agentic AI)

Experience: 2-6 years

You will build complete AI-powered applications—from frontend screens to backend services, agents, LangGraph pipelines, knowledge graph reasoning, and cloud deployment on AWS and Azure.

Key Responsibilities1. Full-Stack Development (Mandatory)

  • Build production-grade applications using FastAPI/Flask and React/Next.js.
  • Create enterprise dashboards, workflows, secure login systems (RBAC), and multi-screen interfaces.
  • Develop modular UI components for complex AI tasks (generated insights, workflows, exports, reviews).

2. Agentic AI Integration (Mandatory)

  • Work with multi-agent frameworks such as LangGraph, CrewAI, or custom orchestrators.
  • Implement LLM tools, memory systems, evaluator agents, and deterministic workflows.
  • Build RAG pipelines, embeddings, vector search, and tool-based agent orchestration.

3. Knowledge Graph + Ontology Engineering (Mandatory)

Hands-on experience required in at least two of the following:

  • Graph databases: Neo4j, Azure Cosmos DB (Gremlin), AWS Neptune
  • Ontology design (OWL/JSON-LD), schema creation, triples, relationships
  • Creating graph-based reasoning flows (GraphRAG, entity grounding, relationship inference)
  • Integrating knowledge graphs with LLMs for retrieval + reasoning
  • Designing semantic layers / metric definitions linked to graph schemas

This is a mandatory capability, as all Humigent systems rely on ontology-driven reasoning.

4. Backend Engineering & APIs (Mandatory)

  • Build secure microservices and APIs in Python (FastAPI/Flask).
  • Strong SQL (PostgreSQL/MySQL), indexing, query tuning.
  • Implement PDF/document/Excel ingestion pipelines.
  • Build async flows, background tasks (Celery/Redis/RabbitMQ).

5. Cloud Engineering – AWS + Azure (Mandatory)

You must be comfortable deploying and managing workloads on both platforms.

AWS (Mandatory)

  • EC2, ECS/EKS, Lambda
  • API Gateway, S3, RDS, DynamoDB
  • IAM, VPC, Secrets Manager
  • CloudWatch, CloudFormation/Terraform preferred

Azure (Mandatory)

  • Azure App Service, Azure Functions
  • Azure OpenAI
  • Azure Blob Storage, Azure SQL/PostgreSQL
  • Virtual Machines, VNet, Key Vault
  • Azure Monitor, Workbooks, Pipelines

DevOps (Mandatory)

  • Docker, GitHub Actions
  • CI/CD pipelines
  • Secure secrets, environment strategy, logging & monitoring

6. AI/ML & Data Engineering Skills

  • Integrate OpenAI, Azure OpenAI, Amazon Bedrock LLMs.
  • Use vector DBs: Pinecone, Chroma, Qdrant, Weaviate.
  • Familiarity with embeddings, token optimization, semantic caching.
  • ETL skills for structured/unstructured data (PDF, tables, Excel, APIs).

Required Skills (Mandatory)Strong Hands-On

  • Python + FastAPI/Flask
  • JavaScript/TypeScript + React/Next.js
  • Agentic AI (LangGraph/CrewAI)
  • Knowledge Graphs + Ontology Engineering
  • Vector DB + RAG implementation
  • AWS + Azure cloud deployments
  • SQL (PostgreSQL preferred)
  • Docker, CI/CD, GitHub
  • Clean code, modular architecture, scalability

Soft Skills

  • Ownership mindset
  • Strong analytical thinking
  • Product-first approach
  • Ability to learn quickly
  • Collaboration & communication skills
  • Passion for AI + problem solving

Nice-to-Have (Bonus)

  • Experience with pharma or food-tech datasets (TRx/NRx, FSSAI ingredients)
  • Domain experience with clinical data or FDA PDFs
  • Experience with cognitive science-based modeling
  • GraphRAG, Knowledge Graph visualization, Ontologies like OBI/SNOMED
  • Data visualization frameworks (Plotly, ECharts, D3.js)
  • Working on high-scale SaaS enterprise applications

Job Type: Full-time

Pay: ₹388,525.00 - ₹1,627,207.67 per year

Work Location: In person

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