AI ML Engineer

**Role: AI ML Engineer position** **Location: Remote, USA** **Key Responsibilities:** * Design, develop, and deploy Generative AI solutions such as chatbots, virtual assistants, and enterprise search systems * Build and optimize RAG (Retrieval\-Augmented Generation) pipelines and LLM\-based intelligent applications * Develop scalable machine learning models for healthcare and enterprise use cases * Create end\-to\-end data and ML pipelines covering data ingestion, model deployment, and monitoring * Optimize models for performance, accuracy, and cost efficiency * Implement guardrails, evaluation frameworks, and testing strategies for GenAI systems * Collaborate with business and technical stakeholders to translate requirements into AI\-driven solutions * Ensure scalable and reliable deployments on cloud environments **Mandatory Skills:** * Strong programming experience in **Python and SQL** * Hands\-on experience in **Machine Learning** (XGBoost, NLP, Deep Learning) * Expertise in **Generative AI** (RAG, Prompt Engineering, Embeddings, Guardrails) * Experience with **LLM frameworks** such as LangChain and LlamaIndex * Cloud experience in **AWS (Bedrock, SageMaker, S3\)** or **GCP (Vertex AI, BigQuery, Dataflow)** * Exposure to **MLOps tools** (Airflow, CI/CD, Docker, Terraform) * Proven experience in building and deploying **production\-grade AI/ML systems**