AI Engineer (Gen AI, Gcp/ snowflake/aws)

Job Description:

• AI Engineer DBRX AWS Azure GCP Snowflake variants
• Core Skills
• Python SQL ETL ELT Data Modeling Data Quality Cloud native Development API Integration Data Engineering ETL Document Processing Workflow design knowledge of LLM development RAG
• Prompt Engineering AI Coding Assistants
• Advanced Skills
• RAG Data Pipelines LLM Data Integration AI Service Integration Scalable AI Deployments Agent Orchestration Tool Calling LangGraph LangChain
• Semantic Layers Data Governance Memory Management Autonomous Agents Agent Routing State Management Memory Handling Tool Integration

Key Responsibilities:

• Design develop and deploy Generative AI applications using LLMs and foundation models
• Develop AI solutions utilizing RAG Retrieval Augmented Generation architectures
• Build and optimize AI pipelines using Python LangChain LlamaIndex and vector databases
• Integrate AI solutions with AWS GCP and Snowflake environments
• Fine tune and evaluate LLMs for domain specific business use cases
• Create scalable APIs and microservices for AI model deployment
• Collaborate with data engineers ML engineers and business stakeholders
• Implement prompt engineering techniques and model performance optimization
• Ensure data security governance and compliance in AI applications
• Monitor and improve AI model performance in production environments

Technical Requirements:

• Strong programming experience in Python
• Hands on experience with Generative AI LLMs Prompt Engineering and RAG
• Experience with frameworks such as
• LangChain
• LlamaIndex
• Hugging Face
• OpenAI APIs
• Vertex AI Bedrock
• Strong cloud experience in AWS or GCP
• Hands on experience with Snowflake including data integration and optimization
• Experience with vector databases such as Pinecone FAISS ChromaDB or Weaviate
• Knowledge of REST APIs microservices and containerization Docker Kubernetes
• Familiarity with MLOps and CI CD practices

Preferred Skills:

Technology->AI-Data science->PYTHON,Technology->Cloud Platform->Amazon Webservices DevOps->Amazon CodeStar,Technology->Cloud Platform->GCP Data Analytics,Technology->Data on Cloud-DataStore->Snowflake