
1001 - 5000 employees
Founded 1913
🏦 Banking
💸 Finance
💳 Fintech
Banking • Finance • Fintech
UMB Bank is a financial services company that provides a variety of banking solutions for personal, business, and institutional clients. They offer personal banking products such as checking accounts, savings accounts, credit cards, loans, and wealth management services. For businesses, UMB Bank provides cash flow management, lending, credit cards, capital finance, and employee benefit solutions. The company also delivers institutional solutions, including capital markets, fund services, and institutional and fintech banking. UMB Bank focuses on delivering tailored banking services with expertise across various sectors, leveraging their understanding of the financial industry's complexities.
🕒 September 16
🏈 Alabama, Arizona, +42 more states – Remote
💵 $98.2k - $144.7k / year
⏰ Full Time
🟡 Mid-level
🟠 Senior
📊 Data Scientist
🦅 H1B Visa Sponsor
👻 Ghost score 10%
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1001 - 5000 employees
Founded 1913
🏦 Banking
💸 Finance
💳 Fintech
Banking • Finance • Fintech
UMB Bank is a financial services company that provides a variety of banking solutions for personal, business, and institutional clients. They offer personal banking products such as checking accounts, savings accounts, credit cards, loans, and wealth management services. For businesses, UMB Bank provides cash flow management, lending, credit cards, capital finance, and employee benefit solutions. The company also delivers institutional solutions, including capital markets, fund services, and institutional and fintech banking. UMB Bank focuses on delivering tailored banking services with expertise across various sectors, leveraging their understanding of the financial industry's complexities.
• Decompose business processes with line-of-business partners • Determine whether the appropriate solution is an AI agent, machine learning model, deterministic rule, or combination • Design and build multi-step agentic AI systems using tool and function calling, orchestration, retrieval, and memory • Build solutions far enough to prove their value in a development environment • Engineer prompts and context for accurate natural-language business answers • Apply large language models to automate, augment, and replace manual workflows • Partner with business teams to identify processes and manual work suitable for AI modernization • Own solutions from discovery through validated results and communicate tradeoffs and outcomes • Build, evaluate, and reason about machine learning models end to end • Build evaluation harnesses and define quality metrics, including failure analysis and regression testing • Implement guardrails, human-in-the-loop checks, and security, compliance, and governance controls • Build reusable skills, workflows, tools, and patterns for the data science team • Define data, pipeline, and integration requirements • Hand off solutions to engineering with documented designs, evaluation results, and acceptance criteria • Work with a Principal Data Scientist and partner engineering teams across multiple initiatives
• At least 3 years of experience across data science, machine learning, AI engineering, applied research, or enterprise software development • Bachelor’s degree in a related field or an equivalent combination of education and experience • Strong proficiency in Python and SQL • Solid machine learning skills • Git, testing, documentation, and APIs • Built at least one multi-step LLM workflow involving tool or function calling, orchestration, retrieval, structured outputs, state, or human approval paths • Ability to evaluate AI and model outputs using repeatable tests, meaningful quality metrics, and failure analysis • Ability to translate ambiguous business problems into AI solutions, scope them with stakeholders, and explain tradeoffs to non-technical audiences • Applicants must have legal authority to work in the United States • Work Visa sponsorship is not available for this position
• Paid Time Off • 401(k) matching program • Annual incentive pay • Paid holidays • Company sponsored medical, dental, vision, and other insurance coverage • Health savings, flexible spending, and dependent care accounts • Adoption assistance • Employee assistance program • Fitness reimbursement • Tuition reimbursement • Associate wellbeing program • Associate emergency fund • Various associate banking benefits
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