We are seeking a highly skilled AI / ML Developer with expertise in Python and a strong background in developing machine learning and LLM-based AI applications. You will work on cutting-edge technologies including Retrieval Augmented Generation (RAG), Lang Chain, and Vector Databases, helping to build scalable AI systems for production use.
Key Responsibilities :
- Design and implement ML models for various tasks, including classification, regression, clustering, NLP, and deep learning.
- Develop and deploy AI applications with LangChain, RAG architectures, and LLMs (such as OpenAI and Huggingface).
- Implement vector database solutions (e.g., FAISS, Pinecone, Milvus) for efficient semantic search and data retrieval.
- Work on prompt engineering, retrieval chains, and enhance AI-driven automation for real-world applications.
- Write clean, modular, production-ready Python code with high scalability and performance.
- Collaborate closely with cross-functional teams, including data scientists, software engineers, and product managers.
- Optimize AI models for inference and deployment in - cloud environments (AWS, Azure, GCP).
- If interested, contribute to - React.js- front-end development for AI-powered applications.
Required Skills & Qualifications :
7+ years of experience in AI / ML development with PythonStrong expertise in Machine Learning algorithms including XGBoost, SVM, Random Forests, and Logistic Regression.Deep learning proficiency with Ns, RNNs, Transformers (BERT, GPT).Unsupervised learning techniques (e.g., K-Means, PCA).Hands-on experience with :
RAG architectures, LangChain, and prompt engineeringVector search & semantic retrieval (e.g., BM25, DPR)Python ML libraries : scikit-learn, TensorFlow / PyTorch, Huggingface TransformersFamiliarity 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)