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5 дней назад

Thesis: Can AI Agents Replace the Tester? Comparing LLM Browser Agents and Scripted End-to-End Tests (AI Testing)

Формат работы
onsite
Тип работы
fulltime
Грейд
trainee
Английский
c1
Страна
Sweden
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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TL;DR
Thesis: Can AI Agents Replace the Tester? Comparing LLM Browser Agents and Scripted End-to-End Tests (AI Testing): Comparing AI-driven browser-agent exploration with scripted end-to-end testing on open-source web applications containing controlled faults, with an accent on bug detection, reliability, maintainability, and testing cost. Focus on building browser-connected LLM agents, injecting and categorizing 30–50 realistic bugs, comparing multiple exploration strategies and models, and measuring false alarms, reproducibility, resilience to UI changes, and total cost.

Location: Onsite at the hirify.global office in Sundsvall, Sweden. Start date: January or March 2027.

Company

hirify.global is a strategic partner in product and digital service development, formed through the combination of Semcon and Knightec.

What you will do

  • Set up one or two open-source web applications as test subjects, preferably in a regulated domain.
  • Build and compare scripted end-to-end tests with LLM-based agents that navigate, click, type, and read a real web browser.
  • Create and inject a controlled catalogue of 30–50 realistic faults covering functional logic, input validation, authorization, data integrity, and UI/usability.
  • Evaluate scripted baseline, free exploration, persona-driven exploration, and specification-guided exploration.
  • Compare at least two LLMs, including a larger capable model and a smaller cheaper model.
  • Measure bug detection, false alarms, reproducibility, resilience to UI changes, maintenance effort, and total cost over time.

Requirements

  • Bachelor’s or Master’s degree in Computer Science, Software Engineering, or a related field.
  • Graduation in June 2027.
  • Fluency in Swedish, both written and spoken.
  • Fluency in English, both written and spoken.

Culture & Benefits

  • Hands-on thesis work with real projects in a supportive and innovative environment.
  • Opportunity to develop practical skills in AI-driven testing, browser automation, and software quality evaluation.
  • Thesis placement at the Sundsvall office with a start in January or March 2027.

Hiring process

  • Submit the application through the careers page; applications are accepted until 2026-11-30.
  • Applications are not accepted by email due to GDPR requirements.

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