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AI / ML Developer - Python

AI / ML Developer - Python

NPG ConsultantsPune
30+ days ago
Job description

Job Description :

We are seeking a highly skilled AI / ML Developer with expertise in Python to build scalable AI systems for production. You will develop machine learning and LLM-based AI applications using cutting-edge technologies like Retrieval Augmented Generation (RAG), LangChain, and vector databases.

Key Responsibilities :

  • Design and implement ML models for classification, regression, clustering, NLP, and deep learning tasks.
  • Develop and deploy AI applications using LangChain, RAG architectures, and LLMs (e.g., OpenAI, Hugging Face).
  • Implement vector database solutions (e.g., FAISS, Pinecone, Milvus) for semantic search and data retrieval.
  • Develop prompt engineering and retrieval chains to enhance AI-driven automation.
  • Write clean, modular, production-ready Python code optimized for scalability and performance.
  • Collaborate with cross-functional teams (data scientists, software engineers, product managers).
  • Optimize AI models for cloud deployment (AWS, Azure, GCP).
  • Optionally contribute to React.js front-end development for AI-powered applications.

Required Skills & Qualifications :

  • 3+ years of AI / ML development experience with Python.
  • Strong expertise in machine learning algorithms (XGBoost, SVM, Random Forests, Logistic Regression).
  • Deep learning proficiency with CNNs, RNNs, Transformers (BERT, GPT).
  • Experience with unsupervised learning techniques (K-Means, PCA).
  • Hands-on experience with RAG architectures, LangChain, and prompt engineering.
  • Experience with vector search & semantic retrieval (e.g., BM25, DPR).
  • Proficiency in Python ML libraries : scikit-learn, TensorFlow / PyTorch, Hugging Face Transformers.
  • Familiarity with cloud-based AI development (AWS, Azure, or GCP).
  • Nice to Have :

  • Experience with React.js for integrating AI models into web applications.
  • Exposure to MLOps tools (MLflow, Kubeflow, Airflow).
  • Knowledge of contrastive / self-supervised learning (SimCLR, CLIP).
  • (ref : hirist.tech)

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    Python Developer • Pune

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