AI/ML Engineer (Generative AI, ML,AWS)

Job Description:

• We are looking for a skilled AI ML Engineer with a strong background in Generative AI Machine Learning and AWS Cloud to create, develop, implement, and enhance AI-driven solutions.
• The preferred candidate will possess hands-on experience in constructing scalable ML models, executing GenAI use cases with LLMs, and deploying AI applications on AWS.

Key Responsibilities:

• Design and implement ML pipelines and LLM-based agents, including RAG Agentic AI, utilizing AWS Bedrock, SageMaker, and LangGraph.
• Develop, train, and productionize ML models for churn prediction and forecasting while adhering to MLOps best practices.
• Construct RAG architectures, integrate LLM APIs, perform prompt engineering, and establish responsible AI guardrails.
• Demonstrate expertise in Python, Scikit-learn, TensorFlow, PyTorch, and hands-on experience with SageMaker, vector databases such as FAISS, Pinecone, and OpenSearch.
• Proficiency in Python, LangGraph, LangChain, Bedrock, and OpenAI integration is essential; familiarity with LLM fine-tuning, LangSmith, and AWS ML Specialty certification is a plus.

Technical Requirements:

• Robust proficiency in Python and AI ML libraries, including Pandas, NumPy, Scikit-learn, TensorFlow, or PyTorch.
• Practical experience with Generative AI and Large Language Models (LLMs).
• Familiarity with OpenAI, Claude, Gemini, Llama, or similar foundational models.
• Comprehensive understanding of Prompt Engineering, RAG, embeddings, and vector databases.
• Experience with frameworks like LangChain, LangGraph, LlamaIndex, or similar.
• Hands-on knowledge of AWS services, including:
• SageMaker
• Bedrock
• Lambda
• EC2
• S3
• Glue
• API Gateway
• CloudWatch
• Strong SQL and data processing capabilities.
• Experience with REST APIs and microservices architecture.
• Familiarity with Git, CI/CD, and Agile methodologies.

Preferred Skills:

Technology->AI-Data science->Machine Learning, Technology->AI-Generative AI->Generative AI for Data Analytics, Technology->AI-Data science->PYTHON