KeyBank

Agentic AI Lead

KeyBank$116K — $216K *
Finance & Insurance
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Master's or Bachelor's degree in quantitative field plus 5-7 years relevant experience
  • Strong background in statistics and predictive modeling
  • Leadership skills with a focus on coaching and developing others
  • Proficient in SQL/NoSQL and advanced coding in Python/R/SAS
  • Capable of translating technical data into actionable business insights

Responsibilities

  • Develop and validate predictive and machine-learning models
  • Lead complex projects with broad implications for the business
  • Provide recommendations based on comprehensive data analysis
  • Coach team members on best practices and deliverables
  • Coordinate with data stewards to enhance data quality
  • Implement improvements to data procedures and efficiency
  • Identify optimal analysis methods for various scenarios

Benefits

  • Flexible work options in a home environment
  • Access to employee workspaces that prioritize in-office presence
  • Eligible for various incentive compensations including production and discretionary bonuses
  • Opportunities for professional development and coaching
  • Benefits tailored for career growth and personal well-being
Full Job Description
Location:
For Those Who Work At Home, Ohio

Job Title: Agentic AI Lead

Role Summary

The Agentic AI Lead is responsible for identifying, designing, and deploying AI-powered agents that transform business workflows across the bank. This role sits at the intersection of business, technology, and risk-owning the end-to-end lifecycle of agent-driven use cases, from opportunity identification through production deployment and adoption.

The Agentic AI Lead partners closely with Product, Engineering, Risk, and Business leaders to embed AI agents into core processes (e.g., client onboarding, underwriting, sales enablement), driving measurable improvements in productivity, cycle time, and client experience.

Key Responsibilities

1. AI Use Case Identification & Strategy
  • Identify and prioritize high-impact workflows for agentic AI automation across business domains (e.g., Commercial Banking, Credit, Operations)
  • Define clear value cases (efficiency, revenue lift, risk reduction)
  • Build and manage the AI agent roadmap aligned with domain strategy


2. Agent Design & Workflow Transformation
  • Design AI agents and multi-agent systems to automate and augment business processes
  • Define agent behaviors, decision logic, and escalation pathways (human-in-the-loop)
  • Reimagine workflows to maximize autonomy while maintaining appropriate controls
  • Partner with business leaders to redesign operating models around AI capabilities


3. Cross-Functional Delivery Leadership
  • Collaborate with AI Engineering, Data Science, and Product teams to translate use cases into technical solutions
  • Ensure alignment between business requirements and technical implementation
  • Guide prompt design, tool orchestration, and agent interaction models


4. Risk, Governance & Controls
  • Define and implement guardrails for AI agents (accuracy thresholds, explainability, bias mitigation)
  • Partner with Model Risk Management, Compliance, and Legal to ensure adherence to regulatory standards
  • Establish human oversight models, auditability, and fallback procedures for AI-driven actions


5. Deployment, Adoption & Change Management
  • Partner with Change Management Lead on providing advise/consultation on pilot programs and ways to scale adoption across the business
  • Partner with domain team to drive behavior change to ensure effective integration of AI agents into daily workflows


6. Performance Measurement & Continuous Improvement
  • Track and report on key success metrics:
    • Productivity gains
    • Cycle time reduction
    • User adoption and satisfaction
    • Output quality and accuracy
  • Continuously refine agents based on feedback, data, and evolving business needs


Required Qualifications

Experience
  • 8-12+ years experience in banking, consulting, product, or digital transformation roles
  • Experience leading cross-functional initiatives involving business and technology teams
  • Demonstrated track record and experience with AI/ML, GenAI, or automation technologies, preferably in enterprise settings


Preferred Qualifications
  • Experience in commercial banking, credit, underwriting, or operations
  • Familiarity with AI governance frameworks (model risk, responsible AI)
  • Experience working in Agile / product operating models
  • Background in consulting, digital transformation, or innovation roles


Core Skills
  • Model selection & evaluation (fit-for-purpose)
  • Prompt orchestration & workflow composition
  • Experimentation design & performance tuning
  • Reliability engineering (evals, guardrails, monitoring)
  • Business problem framing for AI use cases
  • Complexity management (avoid over-engineering)


COMPENSATION AND BENEFITS
This position is eligible to earn a base salary in the range of $116,000.00 - $216,000.00 annually. Placement within the pay range may differ based upon various factors, including but not limited to skills, experience and geographic location. Compensation for this role also includes eligibility for incentive compensation which may include production, commission, and/or discretionary incentives.

Please click here for a list of benefits for which this position is eligible.

Key has implemented an approach to employee workspaces which prioritizes in-office presence, while providing flexible options in circumstances where roles can be performed effectively in a mobile environment.

Job Posting Expiration Date: 08/14/2026

About KeyBank

Shockingly, nearly 9-in-10 people who get their real estate license in America fail. We're solving that problem; And doing it while increasing profitability for the brokerage. Through technology, business automation, and a team approach we have created a system where agents focus solely on working with clients and closing deals.

KeyBank Careers

Joining KeyBank means stepping into a world of professional growth and innovation, where job opportunities abound in an environment that values leadership, diversity, and forward-thinking. As a member of our team, you will be part of a company that's committed to empowering your career journey while contributing to the financial wellness of our communities.

Work You'll Do

At KeyBank, we're not just in the business of banking; we're in the business of helping individuals and communities thrive. By joining our team, you will have the chance to be part of a culture that celebrates diversity and fosters leadership and professional development. Whether you're looking for a position in customer service, IT, finance, or management, KeyBank offers a variety of roles suited to your skills and career aspirations.

Innovate and Lead

KeyBank stands at the intersection of finance and innovation. Our employees are encouraged to lead with creativity and integrity, driving solutions that make a real difference. With a focus on digital transformation and sustainable growth, your work at KeyBank will challenge the status quo and encourage you to explore new ideas.

Grow Your Career

Career growth at KeyBank is not just a possibility—it's a priority. We are dedicated to your professional development through comprehensive training programs, leadership workshops, and continuous learning opportunities. Our commitment to your growth is matched by our dedication to inclusion, ensuring all voices are heard and valued.

Be Part of a Great Team

Our team at KeyBank is our strongest asset. We believe in using our collective skills to foster an environment of innovation and collaboration. Join us and connect with colleagues who are just as passionate and driven as you are. Through teamwork, we achieve exceptional results and push the boundaries of what's possible in the banking sector.

Internship and Employment Opportunities

For those starting their careers, KeyBank offers robust internship and employment opportunities that provide a solid foundation in the financial industry. Interns at KeyBank gain hands-on experience, beneficial networking connections, and insights into our day-to-day operations, setting the stage for a successful career.

Benefits and Culture

KeyBank is committed to offering benefits that enhance your life and well-being. From healthcare to retirement plans, and flexible working conditions, we ensure our employees are well taken care of. More than just benefits, our company culture is built on respect, integrity, and accountability—values that guide us in making a positive impact on our clients and communities.

Join Our Team

Explore the job opportunities at KeyBank and find the right fit for your skills and interests. We are continuously hiring and looking for individuals who are curious, innovative, and ready to make a difference. Prepare your resume, ace your interview, and join a team that's dedicated to your success and to transforming the landscape of banking.

Stay Connected

Keep up to date with the latest career tips, industry insights, and company news by following our careers blog. Personalize your experience by subscribing to job alert emails tailored to your preferences, and discover the exciting and rewarding career opportunities that await at KeyBank.

Search KeyBank Jobs

Ready to take the next step in your career? Search open positions at KeyBank that match your skills and interests. We look for passionate, creative, and solution-driven team players who are ready to grow and succeed in a dynamic and supportive environment.

SEARCH KEYBANK JOBS

Join KeyBank and be part of a company where your career is as important to us as it is to you. Together, let's unlock opportunities for growth, innovation, and meaningful impact in the financial world.
Learn more about KeyBank
Size
17,110 employees
Market Cap
$16 billion
Industry
Net Income
$1.3 billion
Founded
1825
5 Year Trend
+5.6%
NASDAQ

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