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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in building AI applications, integrating them with business systems, and validating outputs while ensuring confidentiality. Strong communication skills and the ability to train team members are essential for success in this role.
Highest-signal resume keywords
Bachelor’s Degree In Computer ScienceStrong Python SkillsExperience With APIsHands-On Experience Building AI ApplicationsExperience Validating AI Outputs
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Software DevelopmentAutomation ExperienceBuilding AI ApplicationsSQLDocument ProcessingRetrieval-Augmented Generation (RAG)
Soft Skills
Strong English Communication SkillsTeam Training
Tools & Technologies
OpenAI APIsAnthropic APIsCRM Platforms
Industry Keywords
Financial Services Experience
Tech Stack
Tools & technologiesPythonSQL
About the role
Key responsibilities & impact- Build AI solutions for company research, document analysis, meeting summaries, and reporting
- Integrate AI with internal systems, CRM platforms, and company data
- Automate recurring tasks and measure improvements in efficiency and accuracy
- Validate AI outputs, implement human review where needed, and protect confidential information
- Maintain solutions and document processes
- Train team members
- Walk shortlisted interviewers through personally built work
Requirements
What you’ll need- Bachelor’s degree in Computer Science, Software Engineering, Data Science, or a related field, or equivalent practical experience
- 2–4 years of software development or automation experience, including at least 1 year building AI applications
- Strong Python skills
- Experience with APIs and SQL
- Hands-on experience building AI applications using OpenAI or Anthropic APIs
- Experience integrating AI applications with business systems
- Experience validating AI outputs
- Familiarity with document processing and retrieval-augmented generation (RAG)
- Strong English communication skills
- Availability during US business hours
- Financial services experience is a plus
- Résumé and a link to a personally built AI solution via GitHub, portfolio, or recorded demonstration
- A project example is required, including the problem solved, personal contribution, and results
- Ability to provide accessible links for review
- Ability to complete a brief practical assessment if shortlisted
Benefits
Comp & perks- Opportunity to build practical AI tools and automation across investment banking, research, and operations
- Opportunity to work with investment banking, research, and operations teams
- Training team members