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AI Cloud Data Engineer
AI Cloud Data EngineerUMB Bank • Kansas City, Kansas, USA
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AI Cloud Data Engineer

AI Cloud Data Engineer

UMB Bank • Kansas City, Kansas, USA
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UMBs Artificial Intelligence (AI) team is responsible for driving automation data-driven decision making and software modernization using AI centric tools. Currently we leverage machine learning natural language processing predictive analytics and generative AI to enhance customer experience and improve operational efficiency. This includes utilizing fraud protection software to ensure regulatory and system availability.

As the AI Cloud Data Engineer you will be responsible designing building and optimizing cloud-based data pipelines and platforms that support enterprise AI / ML workloads. This role combines cloud engineering and data engineering expertise to deliver secure scalable and compliant data solutions in hybrid and multi-cloud environments. The AI Cloud Data Engineer works closely with architects data scientists and application teams to ensure data quality governance and performance for AI-driven initiatives across payments fraud detection compliance and customer experience. This is a subset of the overall responsibilities which will include multiple initiatives as assigned by IT leadership.

This role is hybrid (Mon through Thu on-site / Fri remote) at the UMB Tech Center located in downtown Kansas City MO.

How youll spend your time :

  • Design and develop cloud-native data pipelines to support AI / ML training validation and inference.
  • Build and optimize data lakes warehouses and lakehouse environments (e.g. Delta Lake Apache Iceberg) in the cloud.
  • Collaborate with AI Data Architect and AI Cloud Architect to ensure data platforms meet enterprise standards.
  • Automate ETL / ELT workflows and orchestration using tools such as Airflow Glue and Dataflow.
  • Ensure compliance with financial data security governance and regulatory requirements (GLBA GDPR OCC FFIEC).
  • Integrate structured unstructured and streaming data sources from banking systems payment hubs and customer channels.
  • Implement monitoring and observability solutions for cloud-based data pipelines.
  • Optimize data workflows for performance scalability and cost efficiency in cloud environments.
  • Support disaster recovery resiliency and data availability strategies for AI platforms.
  • Troubleshoot data pipeline integration and cloud deployment issues.

Were excited to talk with you if :

  • You have a Bachelors degree in Computer Science Data Engineering Cloud Computing or related field and at least 3 years of experience in cloud data engineering or enterprise data integration OR equivalent combination of education and work experience.
  • You have proficiency with at least one major cloud platform (AWS Azure GCP).
  • You have experience with SQL and programming languages such as Python Scala or Java.
  • You have familiarity with containerization and orchestration (Docker Kubernetes).
  • You have expertise in data pipeline frameworks (Apache Spark Kafka Flink Dataflow).
  • You have knowledge of cloud-native data services (AWS Redshift Glue Snowflake BigQuery Azure Synapse).
  • You have familiarity with MLOps and integrating data workflows with AI model lifecycle.
  • You have strong understanding of data governance lineage and metadata management.
  • You have the ability to design fault-tolerant secure and scalable data workflows in the cloud.
  • Bonus Points If :

  • You have a Masters degree in Data Science Cloud Engineering or related discipline and at least 5 years of experience in cloud data engineering within financial services or regulated industries.
  • You have any of the following certifications : AWS Certified Data Analytics Specialty Google Professional Data Engineer or Microsoft Azure Data Engineer Associate.
  • You have experience with regulatory reporting and AI-ready data pipelines.
  • You have a background in high-volume financial data systems or real-time payments.
  • You have hands-on experience with Lakehouse technologies (Delta Lake Apache Iceberg Hudi).
  • You have knowledge of distributed data architectures and data mesh patterns.
  • You have familiarity with AI observability tools and data drift monitoring.
  • You have experience with privacy-preserving technologies and secure data-sharing frameworks.
  • You have deep understanding of cloud cost optimization for data-intensive AI workloads.
  • Applicants must have legal authority to work in the United States. Work Visa sponsorship is not available for this position.

    Compensation Range :

    $69230.00 - $149000.00

    The posted compensation range on this listing represents UMBs standard for this role but the actual compensation may vary by geographic location experience level and other job-related addition this range does not encompass the full earning potential for this role. Please see the description of benefits included with this job posting for additional information

    UMB offers competitive and varied benefits to eligible associates such as Paid Time Off; a 401(k) matching program; annual incentive pay; paid holidays; a comprehensive company sponsored benefit plan including medical dental vision and other insurance coverage; health savings flexible spending and dependent care accounts; adoption assistance; an employee assistance program; fitness reimbursement; tuition reimbursement; an associate wellbeing program; an associate emergency fund; and various associate banking benefits. Benefit offerings and eligibility requirements vary.

    Are you ready to be part of something more

    Youre more than a means to an enda way to help us meet the bottom line. UMB isnt comprised of workers but of people who care about their work one another and their community. Expect more than the status quo. At UMB you can expect more heart. Youll be valued for exactly who you are and encouraged to support causes you care about. Expect more trust. We want you to do the right thing no matter what. And expect more opportunities. UMBers are known for having multiple careers here and having their voices heard.

    UMB and its affiliates are committed to inclusion and diversity and provide employment opportunities to all employees and applicants for employment without regard to race color religion sex (including gender pregnancy sexual orientation and gender identity) national origin age disability military service veteran status genetic information or any other status protected by applicable federal state or local law. If you need accommodation for any part of the employment process because of a disability please send an e-mail to to let us know the nature of your request.

    If you are a California resident please visit our Privacy Notice for California Job Candidates to understand how we collect and use your personal information when you apply for employment with UMB.

    Key Skills

    Apache Hive,S3,Hadoop,Redshift,Spark,AWS,Apache Pig,NoSQL,Big Data,Data Warehouse,Kafka,Scala

    Employment Type : Full-Time

    Experience : years

    Vacancy : 1

    Monthly Salary Salary : 69230 - 149000

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