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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in investment banking workflows and the application of AI to enhance financial processes. Capable of translating client needs into actionable AI solutions while maintaining strong relationships with stakeholders.
Highest-signal resume keywords
Investment Banking ExperienceGenerative AI ToolsFinancial Workflow OptimizationClient Relationship ManagementPresentation Skills
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
OriginationTransaction ExecutionMarket ResearchValuationDiligence ProcessesAI Solution DevelopmentData AnalysisWorkflow AutomationTest Case DevelopmentClient Feedback Synthesis
Soft Skills
InitiativeOrganizationCollaborationJudgmentCommunication
Tools & Technologies
AI-Powered SolutionsDiligence ToolsData RoomsFinancial Analysis ToolsPresentation Software
Industry Keywords
Investment BankingPrivate EquityFinancial ServicesClient SuccessCommercial Judgment
About the role
Key responsibilities & impact- Translate investment banking deal experience into agentic financial workflows
- Identify where AI can be implemented across origination, sourcing, diligence, and execution
- Build and test AI solutions with tier 1 financial institutions
- Collaborate with product teams to develop a library of AI-powered solutions tailored to financial institutions
- Turn recurring deal tasks into repeatable AI workflows and define required data, automation steps, and banker outputs
- Identify how data rooms, diligence tools, and market data can leverage AI
- Help prioritize use cases and sequence delivery across products based on client value, dependencies, and feasibility
- Define usable AI answer standards and build test cases from real deal scenarios
- Flag outputs requiring source checks or professional review
- Run discovery sessions, demonstrations, and pilots with leading investment banks and private equity firms
- Explain AI capabilities and adapt workflows to client processes
- Gather and document client feedback and synthesize recommendations for product teams
- Work with marketing to develop content reflecting financial professionals' language and priorities
- Partner with sales and client success teams on workflow guides and onboarding
- Maintain client check-ins and track adoption, ROI, and output quality
- Research AI in financial services and assess competing solutions
Requirements
What you’ll need- At least two years of relevant experience in front-office investment banking, including direct involvement in origination and live transaction execution
- Ability to describe personal contributions spanning several deals
- Strong understanding of investment banking workflows, including company and market research, pitches, valuation, diligence processes, and coordination
- Hands-on experience using generative AI tools in financial research, analysis, deal workflows, or self-directed experimentation
- Ability to discuss tested AI tools, delivered value, and limitations
- Judgment regarding source quality, accuracy, confidentiality, and the need for professional review
- Ability to run impromptu whiteboard sessions and polished presentations and demonstrations for financial professionals
- Ability to explain complex financial processes to colleagues without a banking background
- Ability to turn client needs into clear requirements
- Ability to engage senior stakeholders and navigate internal hierarchies within financial institutions
- Ability to build long-term relationships with key decision-makers
- Initiative, organization, follow-through, and comfort owning a workstream with guidance
- Ability to collaborate across product, engineering, sales, and client success
- Client and commercial judgment, including connecting workflow improvements to measurable client outcomes
Benefits
Comp & perks- Health insurance (medical, dental, vision)
- A retirement savings plan
- Paid time off
- Other employee benefits
- Potential bonuses, commissions, or overtime if applicable