Note: The job is a remote job and is open to candidates in USA. Aptino, Inc. is seeking an AI/ML Engineer to design and implement intelligent agent and machine learning solutions using Google Cloud and Vertex AI. The role focuses on agent development, enterprise data integration, real-time ML pipelines, RAG solutions, model productionization, and translating business requirements into scalable AI/ML architectures.
Responsibilities
- Build intelligent agents and multi-agent solutions using Vertex AI and ADK
- Integrate AI agents with enterprise data using MCP Toolbox, BigQuery, and Spanner
- Develop real-time ML pipelines using Dataflow and Vertex AI endpoints
- Implement RAG/grounding solutions using BigQuery or AlloyDB vector capabilities
- Support model training, evaluation, tuning, deployment, and productionization
- Translate business requirements into scalable AI/ML architectures
- Collaborate with stakeholders and provide clear technical updates
Skills
- We are looking for an AI/ML Engineer with strong hands-on experience in Google Cloud, Vertex AI, Agentic AI, and data engineering
- Key Skills: Vertex AI, Agent Development Kit (ADK), BigQuery, Python, SQL, Dataflow, GCS, Vertex AI Pipelines, Model Garden, MCP, and AI/ML model deployment
- Must Have: Strong Vertex AI, Python, SQL/BigQuery, ML engineering, cloud infrastructure, and agentic AI experience
- Preferred: Financial Services/Retail experience and knowledge of PII privacy, masking, and compliance
Company Overview