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Prognova Linkedin · Posted 23d ago

Senior Developer – AI/ML & Agentic AI

India

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Indexed description

Senior Developer – AI/ML & Agentic AI

Job Details

  • Job Title: Senior Developer – AI/ML & Agentic AI

  • Experience: 4–6 Years

  • Employment Type: Full-Time

  • Work Mode: Work From Office

  • Work Location: Coimbatore

  • Shift: 1:00 PM – 10:00 PM IST

  • Notice Period: Immediate Joiners Preferred

  • Education: B.E. / B.Tech / M.Tech in Computer Science, Data Science, Electronics, or a related field

  • Openings: 1

Job Summary

We are looking for a technically strong Senior Developer – AI/ML & Agentic AI with hands-on experience in designing, developing, and deploying AI-powered applications. The ideal candidate should have expertise in Machine Learning, Large Language Models (LLMs), Agentic AI frameworks, NLP, and scalable AI solution development. Experience in Finance or Supply Chain domain projects will be an added advantage.

Key Responsibilities

AI/ML Development

  • Design, develop, and deploy end-to-end AI/ML solutions.

  • Build machine learning models for classification, regression, NLP, and predictive analytics.

  • Develop scalable ML pipelines from data ingestion to production deployment.

  • Perform feature engineering, model training, evaluation, and optimization.


Generative AI & Agentic AI

  • Develop AI-powered applications using Large Language Models (LLMs).

  • Design and implement Retrieval-Augmented Generation (RAG) pipelines.

  • Build intelligent AI agents using Agentic AI frameworks such as LangGraph, CrewAI, and AutoGen.

  • Implement multi-agent workflows, memory management, tool calling, and reasoning capabilities.

  • Fine-tune and optimize open-source and proprietary LLMs for domain-specific use cases.


API Development & Data Engineering

  • Develop RESTful APIs using FastAPI.

  • Work with SQL and NoSQL databases for AI applications.

  • Perform data preprocessing using Pandas and NumPy.

  • Integrate AI solutions with enterprise applications and cloud platforms.


Deployment & Collaboration

  • Manage model deployment, monitoring, versioning, and retraining pipelines.

  • Participate in code reviews and mentor junior developers.

  • Prepare technical documentation and reusable AI components.

  • Collaborate with cross-functional teams to deliver scalable AI solutions.

  • Stay updated with the latest developments in AI, Machine Learning, LLMs, and Agentic AI.

Mandatory Skills

AI & Machine Learning

  • Python (Advanced)

  • Scikit-learn

  • TensorFlow or PyTorch

  • Supervised & Unsupervised Learning

  • Feature Engineering

  • Model Training & Evaluation

  • Regression & Classification

  • NLP Fundamentals

  • ML Pipeline Development


Generative AI

  • Large Language Models (GPT, Claude, or equivalent)

  • Prompt Engineering

  • Retrieval-Augmented Generation (RAG)

  • LangChain / LlamaIndex

  • Vector Databases (FAISS, Pinecone)

  • LLM Fine-tuning (LoRA / QLoRA)


Agentic AI

  • LangGraph

  • CrewAI

  • AutoGen

  • AI Agent Design

  • Multi-Agent Systems

  • Tool Calling / Function Calling

  • Memory Management

  • ReAct & Chain-of-Thought Patterns


Development & Infrastructure

  • FastAPI

  • REST APIs

  • SQL & NoSQL Databases

  • Pandas

  • NumPy

  • Git

  • Docker

  • Cloud Platforms (Azure, AWS, or GCP)

Preferred Skills
  • Hugging Face Transformers

  • MLflow

  • Weights & Biases

  • MLOps

  • CI/CD for Machine Learning

  • Azure OpenAI

  • Microsoft Copilot Studio

  • Power Automate

  • UiPath

  • Streamlit

  • Gradio

  • Kubernetes

  • Knowledge Graphs

  • OpenAI Assistants API

  • Speech & Vision Models

  • Responsible AI Principles

  • AI/ML or Cloud Certifications (AWS, Azure, Google Cloud)

Preferred Candidate Profile
  • 4–6 years of experience in AI/ML development.

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