Master Thesis: Spec-to-Code AI Development
Core
Investigate and improve a specification-to-code loop using AI-assisted engineering in a large-scale Fintech environment.
Role type
Master's thesis researcher (AI-assisted software development)
Builds
Spec-to-Code pipeline improvements and empirical evaluation of development workflows
Domain
Financial Technology (Fintech) + Generative AI + Software Engineering
Deliverable
research
Required skills
software engineering, generative AI, requirements engineering, Git, empirical evaluation
Preferred skills
REST/OpenAPI, PlantUML, code generation, CI/CD, AI coding assistants
Responsibilities
Map effort and lead time across specification authoring, code generation, and validation; Compare specification-driven vs code-first approaches; Experiment with generator coverage, guardrails, and validation gates; Define and measure lead time, rework, consistency, and defects; Implement and demonstrate improvements; Present conclusions to the development team
