Avp/vp, Ai/ml Model Validation Engineer, Data Management Office

Sumitomo Mitsui Banking Corporation

Singapore
On-site
Ai/ml model validation
Test strategies for ai/ml models
Automated test pipelines
The Sumitomo Mitsui Banking Corporation is seeking an AVP/VP AI/ML Model Validation Engineer to join their Data Management Office in Singapore. The role involves defining and executing test strategies for AI and ML models, conducting evaluations, and collaborating with data scientists to ensure model integrity and performance

Job Summary

  • Define and execute comprehensive test strategies covering statistical, ML, LLM and agentic AI models.
  • Conduct AI/ML evaluations including accuracy checks, bias/fairness assessment, robustness analysis and drift detection.
  • Design and maintain automated test and evaluation pipelines, including benchmarking and regression frameworks.

Matching Summary

Match Score: 85

The Sumitomo Mitsui Banking Corporation is seeking an AVP/VP AI/ML Model Validation Engineer to join their Data Management Office in Singapore. The role involves defining and executing test strategies for AI and ML models, conducting evaluations, and collaborating with data scientists to ensure model integrity and performance.

Skills & Requirements

Must-have

  • AI/ML model validation
  • test strategies for AI/ML models
  • automated test pipelines
  • bias and fairness assessment
  • LLM and agentic AI models
  • Python, R, and SQL proficiency

Nice-to-have

  • Responsible AI concepts
  • collaboration with data scientists
  • contribute to innovation

Key Requirements

  • Minimum 4 years of relevant experience
  • Proficiency in Python, R, SQL
  • Experience designing and executing test strategies
  • Ability to evaluate statistical, ML and LLM models
  • Experience troubleshooting using logs, traces and debugging tools

Work Rights

Not specified

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