AI/ML Engineer

3 - 5 years

10 - 20 Lacs

Posted:3 hours ago| Platform: Naukri logo

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Work Mode

Hybrid

Job Type

Full Time

Job Description

We are seeking a Machine Learning Engineer with strong hands-on experience in LLMs, NLP, GenAI, and MLOps to design, fine-tune, deploy, and optimize machine learning and generative AI solutions. The role involves working with large-scale datasets, modern ML frameworks, and production-grade ML pipelines to deliver intelligent, data-driven applications.

Key Responsibilities

  • Design, train, fine-tune, and evaluate machine learning and LLM-based models using PyTorch, TensorFlow, Hugging Face, and vLLM.
  • Develop Generative AI solutions including summarization, classification, RAG pipelines, and prompt engineering using LLaMA, Qwen, Phi, and similar models
  • Implement MLOps best practices using MLflow for experiment tracking, model versioning, and reproducibility.
  • Build and deploy ML-powered applications using Flask, REST APIs, and Docker.
  • Perform data preprocessing, analysis, and feature engineering using Python and NumPy.
  • Collaborate with research and product teams to improve model explainability and performance, including integration with knowledge graphs.
  • Optimize models for GPU-based training and inference.
  • Develop and maintain CI/CD pipelines for ML workflows.
  • Work closely with frontend/backend teams to integrate ML models into web applications (React, Node.js).

Required Skills & Qualifications

  • Masters degree in computer science or related field.
  • Strong proficiency in Python and ML frameworks (PyTorch, TensorFlow).
  • Hands-on experience with LLMs, NLP, Transformers, Hugging Face, PEFT, LoRA, LangChain, and RAG.
  • Experience with MLOps tools such as MLflow and CI/CD pipelines.
  • Knowledge of Docker, Git, Linux, and cloud platforms (AWS preferred).
  • Experience building APIs and ML services using Flask / REST.
  • Strong understanding of ML model training, fine-tuning, benchmarking, and evaluation.

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