Vertex AI Specialist
carrier
Job Description
- Develop, and deploy ML, GenAI, and agentic AI solutions using Vertex AI
- Build and manage end-to-end ML pipelines using Vertex AI Pipelines
- Train, fine-tune, evaluate, and deploy models using Vertex AI Training and Prediction services
- Design and implement LLM-powered applications and AI agents using Vertex AI
- Build Retrieval-Augmented Generation (RAG) solutions using Vertex AI embeddings and vector search
- Develop and orchestrate single-agent and multi-agent workflows with tool/function calling
- Deploy scalable online and batch inference solutions using Vertex AI Endpoints
- Implement model monitoring, drift detection, and performance tracking using Vertex AI
- Integrate Vertex AI solutions with BigQuery, Cloud Storage, APIs, and enterprise systems
- Apply MLOps best practices including CI/CD, model versioning, and reproducibility
- Ensure security, governance, and cost optimization for AI workloads
- Collaborate with data engineers, cloud engineers, and business stakeholders
- Stay current with advancements in Vertex AI, LLMs, and agentic AI frameworks