Backend AI/ML Engineer(Strong Python)
3 days ago
Position: Backend AI/ML Engineer(Strong Python)
Location- Indore, MP (Hybrid , 3 Days a week)
Experience: 3–8 years
Full-time
About the Role:
This role transcends traditional backend development. We're seeking a highly skilled
Backend AI/ML Engineer with strong Python expertise
and a working understanding of
Full Stack systems.
You'll architect and scale backend infrastructures that power our
AI-driven products
, while also collaborating across f
rontend, blockchain, and data science layers
to deliver end-to-end, production-grade solutions. You will engineer the backbone for advanced AI ecosystems — building robust
RAG pipelines, autonomous AI agents, and intelligent, integrated workflows.
Your work will bridge the gap between foundationa
l ML models
and scalable, high-performance applications.
Key Responsibilitie
s
Architect & Build Scalable AI Systems
● Design, develop, and deploy high-performance, asynchronous APIs using Python and FastAPI.
● Ensure scalability, security, and maintainability of backend systems powering AI workflows.
Develop Advanced LLM Workflows
● Build and manage multi-step AI reasoning frameworks using Langchain and Langgraph for stateful, autonomous agents.
● Implement context management, caching, and orchestration for efficient LLM performance.
Engineer End-to-End RAG Pipelines
● Architect full Retrieval-Augmented Generation (RAG) systems — including data ingestion, embedding creation, and semantic search across vector databases such as Pinecone, Qdrant, or Milvus.
Design and Deploy AI Agents
● Construct autonomous AI agents capable of multi-step planning, tool usage, and complex task execution.
● Collaborate with data scientists to integrate cutting-edge LLMs into real-world applications.
Workflow Automation & Integration
● Implement system and process automation using n8n (preferred) or similar platforms.
● Integrate core AI services with frontend, blockchain, or third-party APIs through event-driven architectures.
Full Stack Collaboration (Good to Have)
● Contribute to frontend integration and ensure smooth communication between backend microservices and UI layers.
● Understanding of React, , or TypeScript is a plus.
● Collaborate closely with full stack and blockchain teams to align AI services with user-facing applications.
Optimize & Deploy ML Models
● Serve and maintain a variety of ML models in production.
● Implement robust monitoring, logging, and testing practices for AI-driven systems.
Required Skills & Qualifications
●
Expert-level Python
for scalable backend system development.
● Strong experience with
FastAPI, async programming, and RESTful microservices.
● Deep hands-on experience with
Langchain and Langgraph for LLM workflow orchestratio
n.
●
Proficiency in Vector Databases (
Pinecone, Qdrant, Milvus) for semantic search and embeddings.
● Production-level
RAG implementation
experience.
● Experience integrating
ML models with backend APIs.
● Strong understanding of containerization (Docker, Kubernetes) and CI/CD workflows.
● Excellent problem-solving, architecture, and debugging skills
Preferred / Good-to-Have:
●
Frontend Familiarity
: Basic to intermediate knowledge of or similar frameworks for integration testing and full-stack alignment.
●
Workflow Automation:
Experience with n8n, Airflow, or equivalent orchestration tools.
●
Blockchain Awareness
: Understanding of blockchain integration with AI/ML workflows is a strong plus. (At CCube, Blockchain = Full Stack + AI — cross-functional collaboration is highly valued.)
●
Broad ML Knowledge
: Familiarity with classical ML models (SVM, GBM, Clustering) and deep learning architectures (CNNs, RNNs, Transformers).
●
Protocol Design:
Experience defining custom communication protocols (e.g., MCP – Model Context Protocol).
● DevOps/MLOps
: Hands-on with AWS / GCP / Azure, pipelines, and model deployment tools.
●
Data Engineering Basics:
Exposure to ETL pipelines, Kafka/RabbitMQ, or streaming architectures.
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