Full Stack Developer – AI/ML Integration
Metaplore · metaplore.com
BengaluruMid level4+ yrs
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The job in short
Full-stack AI and ML integration development.
PythonTypeScriptReactNode.jsDjangoAWSAzureGCPKubernetesDockerGraphQLLLMs
Details
- Found
- 37 d ago · posted 2026-08-04
- Location
- Bengaluru, KA
Full description
We're looking for a Full Stack Developer with strong experience across React, TypeScript/Node.js, Python, Django, and PostgreSQL, who can also integrate AI/ML capabilities into production applications. This role blends traditional full-stack engineering with applied AI/ML integration — ideal for someone who enjoys building end-to-end products and connecting them with intelligent features (LLMs, ML models, APIs).
Key Responsibilities
• Design, develop, and maintain scalable web applications using React (frontend) and Node.js/TypeScript or Django/Python (backend)
• Build and optimize RESTful/GraphQL APIs and integrate them with frontend applications
• Design and manage relational database schemas using PostgreSQL, ensuring performance and data integrity
• Integrate AI/ML models and APIs (e.g., OpenAI, Anthropic, Hugging Face, custom ML models) into existing applications and workflows
• Collaborate with data science/ML teams to productionize models (model serving, inference pipelines, embeddings, vector databases)
• Write clean, maintainable, well-tested code following best practices (unit tests, code reviews, CI/CD)
• Optimize application performance, scalability, and security across the stack
• Participate in architecture discussions and technical decision-making
• Debug and resolve production issues across frontend, backend, and data layers
Required Skills & Experience
• 4+ years of professional software development experience
• Strong proficiency in React.js (hooks, state management, component architecture)
• Solid experience with TypeScript and Node.js for backend/API development
• Hands-on experience with Python and Django framework
• Strong understanding of PostgreSQL (schema design, query optimization, migrations)
• Practical experience integrating AI/ML models or APIs into applications (LLMs, embeddings, RAG pipelines, vector search, or similar)
• Familiarity with RESTful API design and third-party API integrations
• Understanding of Git version control and collaborative workflows
• Experience with cloud platforms (AWS/GCP/Azure) is a plus
Good to Have
• Experience with vector databases (Pinecone, Weaviate, pgvector, etc.)
• Familiarity with LangChain, LlamaIndex, or similar AI orchestration frameworks
• Docker/Kubernetes experience
• Experience with CI/CD pipelines
• Exposure to Django REST Framework (DRF)
Soft Skills
• Strong problem-solving and analytical thinking
• Ability to work independently and in cross-functional teams
• Good communication skills to collaborate with product, design, and data science teams