Talent.com
Senior AI / ML Engineer

Senior AI / ML Engineer

ConfidentialMohali
10 days ago
Job description

AI / ML Architecture Development

  • Implement and deploy machine learning models in production environments
  • Work with generative AI models and NLP techniques (e.g., OpenAI, Claude APIs)
  • Apply prompt engineering and retrieval-augmented generation (RAG) techniques
  • Build end-to-end ML workflows from data preprocessing to model evaluation
  • Contribute to the development of conversational AI solutions

Software Engineering Data Pipeline Development

  • Design, build, and maintain data pipelines and end-to-end ML workflows.
  • Build and deploy web services that integrate ML models
  • Implement APIs using frameworks like FastAPI or Flask
  • Work with databases (preferably MySql) and data processing tools
  • Ensure code quality, performance, and security in all implementations

    • Deployment Integration

  • Build production-grade ML models and APIs and deploy them on cloud platforms with the help of the DevOps team.
  • Ability to Monitor, analyze, and optimize the performance of deployed models and data workflows with the help of Devops team

    • Collaboration

  • Work closely with cross-functional teams including data scientists and software engineers
  • Contribute to a culture of learning and innovation
  • Adapt to challenges even when requirements are ambiguous

    • Technical Requirements :

    Programming Frameworks :

  • Strong proficiency in Python with hands-on experience in TensorFlow, PyTorch, Keras, and related ML libraries / Ecosystem.
  • Experience with data science tools (pandas, NumPymatplotlib, scikit-learn)

    • Generative AI Expertise :

  • Knowledge of generative AI models and frameworks, including OpenAI APIs,
  • LangChain, LangGraph, Hugging Face Transformers, and related technologies.
  • Experience in fine-tuning large language models (LLMs) and implementing RAG systems leveraging vector databases like Pinecone or similar.
  • Experience in developing multi-agent Retrieval-Augmented Generation (RAG) applications, integrating automated workflows to streamline data retrieval,processing, and response generation.

    • API Development :

  • Experience in developing and deploying APIs using frameworks like FastAPI or Flask.

    • Qualifications :

  • Bachelor s degree in Computer Science, Engineering or related field.
  • 5+ years of hands-on experience in AI / ML engineering, with expertise in generative AI and data engineering.
  • Excellent problem-solving, analytical, and communication skills.
  • Ability to work independently in a fast-paced, dynamic environment while effectively collaborating with cross-functional teams.

    • Skills Required

    Tensorflow, FastAPI, Python

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