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Master's Thesis Proposal AI-Assisted Extraction and Validation of Business Logic from Legacy Systems (AI)

Формат работы
onsite
Тип работы
project
Грейд
trainee
Английский
b2
Страна
Sweden
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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TL;DR
Master's Thesis Proposal AI-Assisted Extraction and Validation of Business Logic from Legacy Systems (AI): Developing an AI-assisted pipeline to extract business rules from legacy software and validate them against observed system behavior with an accent on trustworthy, reviewable specifications. Focus on representing rules as decision tables, executable specifications, test cases, or knowledge graphs, and evaluating their correctness, completeness, and maintainability.

Location: Solna, Sweden

Company

hirify.global is a defense and security company developing and maintaining advanced systems in aeronautics, weapons, command and control, sensors, and underwater systems.

What you will do

  • Conduct a literature review on business rule extraction and software modernization.
  • Develop an AI-assisted pipeline for extracting business logic from legacy software.
  • Extract business rules from a legacy or open-source system.
  • Represent extracted rules as decision tables, specifications, or knowledge graphs.
  • Generate executable specifications and automated test cases.
  • Evaluate the correctness, completeness, and maintainability of the extracted logic.

Requirements

  • Be in the final stage of a degree in Software Engineering, Artificial Intelligence, Machine Learning, Program Analysis, or an equivalent field.
  • Be about to begin a 30 hp master's thesis project.
  • Have an interest in the intersection of software engineering, artificial intelligence, and legacy system modernization.
  • Pass security vetting under current security protection regulations; additional citizenship obligations may apply for positions requiring security clearance.

Culture & Benefits

  • Collaborate with experienced engineers and specialists.
  • Receive support and guidance while translating theoretical knowledge into practical solutions.
  • Contribute to technology development in a defense and security environment.
  • Work on a master's thesis project designed for one student.

Hiring process

  • Applications are reviewed on an ongoing basis, and the position may be filled before the closing date.
  • The closing date is 1 November 2026.

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