09 Oct
|
MarketScope
|
India
• Develop, test, and deploy AI/ML applications using Python and contemporary Generative AI technologies.
• Work with Large Language Models (LLMs) such as OpenAI, Azure OpenAI, Claude, and Gemini to build intelligent applications.
• Develop and implement Retrieval-Augmented Generation (RAG) pipelines to retrieve relevant information and generate context-aware responses.
• Design and optimize prompts to improve the accuracy, relevance, and reliability of LLM outputs.
• Build and integrate REST APIs using FastAPI or Flask to connect AI/ML models with applications.
• Apply fundamental machine learning techniques, including model training, inference, feature engineering, and model evaluation.
• Use frameworks such as LangChain and LlamaIndex to develop LLM-powered applications and workflows.
• Work with basic AI agent frameworks such as LangGraph or CrewAI to build task-oriented AI solutions.
• Process and analyze structured and unstructured datasets using Pandas and NumPy.
• Implement embeddings and vector search to support semantic search and RAG applications.
• Work with SQL and vector databases such as FAISS, Pinecone, Weaviate, or Chroma.
• Assist with deploying AI applications using cloud platforms such as AWS, Azure, or GCP, and containerization tools such as Docker.
• Use Git, Jupyter Notebook, and other development tools to maintain code quality, collaborate with team members, and document solutions.
• Troubleshoot, test, and optimize AI/ML applications for performance, accuracy, and scalability.
Requirements
B.E./B.Tech in Computer Science, Information Technology, Artificial Intelligence, Data Science, or a related engineering discipline from a Tier 1 or Tier 2 college/university.
• 0–3 years of experience in AI/ML development, Generative AI, or software development, including relevant internships and projects.
• Strong programming skills in Python and a good understanding of data structures, algorithms, and object-oriented programming.
• Basic under
📌 AI/ML Developer (India)
🏢 MarketScope
📍 India