AI/ML Backend Developer ( Gen AI, API, Agentic AI & RAG, Python) (Bengaluru)

AI/ML Backend Developer ( Gen AI, API, Agentic AI & RAG, Python) (Bengaluru)

16 Sep
|
CGI
|
Bengaluru

16 Sep

CGI

Bengaluru

Position: AI/ML Backend Developer (Gen AI,API, Agentic AI & RAG, Python)

Experience: 4-7 years

Category: Software Development/ Engineering

Shift: 12:00 PM-9:00 PM

Location: Bangalore/Hyderabad/Chennai/Pune/Mumbai

Employment Type: Full Time

Education Qualification: Bachelors degree in computer science or related field or higher with minimum 3 years of relevant experience.

We are seeking an experienced AI/ML Backend Developer with equal focus on software development to join our dynamic technology team. The ideal candidate will have a strong background in developing and deploying APIs, microservices, Gen AI models, and managing backend systems and integrations. You will play a key role in shaping the future of our technology by integrating cutting-edge AI/ML techniques into scalable backend solutions, including Retrieval-Augmented Generation (RAG) based applications, Agentic workflows using LangGraph, and autonomous Agentic AI systems.

Your future duties and responsibilities

- Develop, optimize, and maintain backend services for AI/ML applications.
- Design and implement Retrieval-Augmented Generation (RAG) based applications for intelligent data retrieval and response generation.
- Implement and deploy Gen AI and embedding models to production environments.
- Monitor and improve the performance, reliability, and scalability of existing AI/ML services.
- Design and implement robust data pipelines, RAG pipelines, Agentic Solutions using Langgraph, Langchain etc. and data processing workflows.
- Identify and solve performance bottlenecks and optimize AI/ML algorithms for production.
- Stay current with emerging AI/ML technologies and frameworks to recommend and implement improvements.
- Design, build, and orchestrate multi-agent architectures, tool-calling mechanisms, and autonomous agent workflows for complex problem-solving





Required qualifications to be successful in this role

Must to have Skills

- Minimum of 4 years of experience developing backend systems, specifically in Gen AI and AI/ML contexts.
- Proven hands-on experience designing and deploying Agentic AI systems and multi-agent workflows in production environments.
- Deep understanding of agentic concepts, including function calling/tool execution, dynamic task decomposition, multi-agent orchestration (especially using LangGraph), and persistent state management.
- Proven experience in deploying machine learning models and RAG-based AI applications in production.
- Hands-on experience with vector databases (Pinecone, Weaviate, FAISS) and semantic search implementations.
- Proficiency in writing productive, maintainable, and scalable backend code with Python (essential).
- Experience with Backend development frameworks such as FastAPI, Celery, and batches.
- Extensive knowledge of GenAI / RAG Frameworks including LangChain, LlamaIndex, and Hugging Face.
- Experience working with cloud platforms (AWS, Azure, Google Cloud Platform).
- Experience with Containerization and orchestration (Docker, Kubernetes) and deployment.
- Experience with Data management and pipeline tools (Apache Kafka, Apache Airflow, Spark).
- Experience with SQL databases (PostgreSQL, MySQL) and NoSQL databases (MongoDB, Cassandra).
- Proficiency with Machine learning frameworks such as TensorFlow, PyTorch, or scikit-learn.
- Familiarity with Version Control (Git) and CI/CD pipelines (Jenkins, GitHub Actions, GitLab CI/CD).

• Strong analytical, problem-solving skills, and excellent communication and teamwork abilities.

Good-to-Have Skills:
- Front end (full stack) development experience.
- Experience with APISIX /API gateways.
- Identity providers like KeyCloak.

Preferred candidate profile

📌 AI/ML Backend Developer ( Gen AI, API, Agentic AI & RAG, Python) (Bengaluru)
🏢 CGI
📍 Bengaluru

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