Cloud Data Migration & AI Systems Engineer for Agentic Evaluation

Ampstek is a leading company in AI and cloud solutions, and they are seeking a Cloud Data Migration & AI Systems Engineer for Agentic Evaluation. The role involves working with researchers to enhance LLM Agent performance through data migration and integration of AI components.

Responsibilities:

• Data migration workflows across cloud platforms (AWS, GCP, Azure)
• Data migration strategies, considering trade-offs (online vs offline, performance, scalability)
• Creation & upkeep of data pipelines and ETL/ELT workflows in distributed environments
• Integrate and evaluate LLM/Generative AI components within workflows
• Perform system testing and validation:
• Execute test scenarios
• Identify edge cases and failure points
• Debug and analyze issues across systems
• Ensure data integrity, consistency, and performance across systems
• Document findings, insights, and recommendations clearly for stakeholders
• Collaborate with cross-functional teams across engineering, data, and product

Requirements:

• 5+ years of relevant experience with cloud platforms (GCP, AWS, or Azure) and data/storage systems
• Strong understanding of data migration processes and associated trade-offs
• Experience with data pipelines, ETL/ELT workflows, or distributed systems
• Hands-on exposure to LLMs / Generative AI (prompting, evaluation, or integration)
• Experience in system testing, validation, or QA
• Strong debugging and problem-solving skills
• Excellent written communication skills
• Background in storage administration, SRE, or cloud infrastructure operations
• Experience with MLOps, model evaluation frameworks, or AI testing workflows
• Familiarity with Google Cloud Storage (GCS) or similar platforms
• Experience working in Agile environments with cross-functional teams