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AI Prototyping Engineer
Brady Martz. Turn early-stage business ideas and loosely defined concepts into working prototypes using AI-enabled development tools and rapid experimentation .
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates the ability to transform business ideas into functional AI prototypes while applying strong problem-solving skills and effective communication with diverse stakeholders. Proficient in using AI development tools, version control, and API integrations to ensure successful prototype delivery and transition to production environments.
Highest-signal resume keywords
AI Development ToolsPrototype DevelopmentVersion ControlAPI IntegrationsProblem-Solving 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
Prototype DevelopmentSoftware DevelopmentTypeScriptReactPythonAPI IntegrationsVersion ControlData Privacy PracticesAI-Enabled FeaturesPrompt Design
Soft Skills
Effective CommunicationCollaborationCuriosityAdaptabilityJudgment
Industry Keywords
Data ScienceSoftware EngineeringInformation SystemsRapid ExperimentationFunctional Solutions
Tech Stack
Tools & technologiesPythonReactTypeScript
About the role
Key responsibilities & impact- Turn early-stage business ideas and loosely defined concepts into working prototypes using AI-enabled development tools and rapid experimentation
- Partner with business users, AI prototypers, and developers to clarify objectives, translate needs into functional solutions, and determine when a prototype has sufficiently proven a concept
- Build and refine AI-enabled features, including prompt design, agent workflows, API integrations, and methods for evaluating the quality and reliability of AI-generated output
- Package successful prototypes for effective handoff to the development team using clear structure, version control, and documentation
- Apply firm data, privacy, and security practices during prototyping so solutions can transition appropriately to live firm data and production environments
- Use AI tools as a primary part of the prototyping and development process while independently reviewing, testing, and validating generated output
- Evaluate prototypes critically, identifying limitations, edge cases, and risks and determining whether to refine, hand off, or discontinue them
- Stay current with evolving AI development tools and techniques and apply new capabilities to improve speed, quality, or business value
Requirements
What you’ll need- Bachelor’s degree in computer science, software engineering, information systems, data science, or a related field, or equivalent demonstrated experience
- Demonstrated ability to take an idea from concept to a working, usable prototype through coursework, internships, hackathons, side projects, or professional experience
- Strong comfort using current AI development tools to create and refine working solutions, with the judgment to recognize when AI-generated output is incomplete, inaccurate, or unreliable
- Working knowledge of version control, APIs, integrations, hosting, and deployment concepts needed to move a prototype toward a deployable solution
- Foundational software development skills; experience with TypeScript, React, Python, or similar technologies is preferred but not required at an advanced level
- High degree of initiative and comfort working through ambiguity, changing requirements, unfamiliar tools, and problems without an established playbook
- Strong judgment and practical problem-solving skills, including the ability to balance speed with quality and recognize when a prototype has achieved its intended purpose
- Ability to communicate and collaborate effectively with both technical and non-technical stakeholders and translate between business needs and development requirements
- Curiosity, adaptability, and a willingness to experiment, learn quickly, and move on from prototypes that do not demonstrate sufficient value
- A portfolio or examples of working projects that demonstrate the ability to build and ship functional solutions is strongly preferred
Benefits
Comp & perks- Health insurance
- Dental insurance
- Vision insurance
- An employer funded profit-sharing plan with a 401(k) option (upon meeting eligibility requirements)
- Group term life insurance
- Disability insurance
- Flexible spending accounts
- Flexible time off and paid leave program