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UMB Financial Corporation Logo

Emerging Technology Cloud Data Scientist

UMB Financial Corporation

$69,230 - $149,000
Oct 1, 2025
Kansas City, MO, US
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The Bank Products and Services group is looking to solve the business and technical problem of developing, deploying, and optimizing AI/ML models on cloud-native platforms to support the financial organization’s digital and analytical transformation, ensuring scalable, secure, and compliant AI solutions for fraud detection, risk management, payments modernization, and personalized banking services.

Requirements

  • You have hands-on experience with at least one major cloud platform (AWS, Azure, or GCP).
  • You have in-depth programming skills in Python or R, with knowledge of AI/ML frameworks (Scikit-learn, TensorFlow, PyTorch).
  • You have strong understanding of statistics, probability, and applied mathematics.
  • You have proficiency in cloud-native AI/ML platforms and services (e.g., SageMaker, Bedrock, Vertex AI, Azure AI).
  • You have knowledge of data preparation, feature engineering, and model lifecycle management.
  • You have familiarity with SQL, data wrangling, and cloud-based data warehouses (Snowflake, Redshift, BigQuery, Synapse).
  • You have experience building cloud-native AI solutions for fraud detection, credit risk scoring, and compliance monitoring.

Responsibilities

  • Design, build, and validate AI/ML models on cloud-native platforms (AWS SageMaker/Bedrock, Azure AI, GCP Vertex AI).
  • Collaborate with AI Cloud Data Engineers to build scalable data pipelines for model training, validation, and inference.
  • Develop and maintain cloud-based MLOps pipelines for continuous integration, deployment, and monitoring of AI models.
  • Ensure AI/ML solutions meet regulatory requirements for fairness, explainability, and security in financial services.
  • Partner with data architects and governance teams to align models with enterprise data frameworks and compliance standards.
  • Conduct experiments with advanced techniques such as NLP, generative AI, and deep learning for financial applications.
  • Monitor and retrain cloud-deployed models to address data drift, performance degradation, or compliance changes.

Other

  • This role is hybrid (Mon through Thu on-site / Fri remote) and located in downtown Kansas City, MO.
  • Work closely with the Emerging Technology Product Manager to identify and build solutions.
  • Translate business requirements into scalable AI model solutions deployed in the cloud.
  • Stay current on advancements in AI/ML, cloud computing, and regulatory AI frameworks.
  • Applicants must have legal authority to work in the United States. Work Visa sponsorship is not available for this position.