LLM Edge Case Tester & Prompt Architect

Globik AI; United States; Hybrid; USD 220 - 290; Full time

Benefits offered by this job

Flexible scheduling

Job summary

Globik AI is seeking an LLM edge case testing specialist to design boundary prompts, document unexpected outputs, and help prioritize fixes. You will systematically probe model behavior across rare scenarios and reproduce issues for verification.

Work logs will be organized by type and impact, guiding engineering priorities. This role requires meticulous attention to detail, clear reporting, and collaboration with product and QA teams.

Qualifications

• Experience designing robust prompts and edge-case prompts.
• Ability to reproduce and verify reported issues.
• Strong documentation and logging skills.

Responsibilities

• Design unusual, ambiguous, or boundary-condition test prompts.
• Systematically probe model behavior across edge cases and rare scenarios.
• Document unexpected, inconsistent, or incorrect model outputs.
• Categorize edge-case failures by type and potential impact.
• Reproduce and verify reported issues before submission.
• Prioritize findings based on severity and likelihood of real-world occurrence.
• Maintain a structured log of tested scenarios and outcomes.

Skills

Edge-case design

Prompt testing

Bug reproduction

Issue documentation

Job description

Globik AI is seeking an LLM edge case testing specialist to design boundary prompts, document unexpected outputs, and help prioritize fixes. You will systematically probe model behavior across rare scenarios and reproduce issues for verification.

Work logs will be organized by type and impact, guiding engineering priorities. This role requires meticulous attention to detail, clear reporting, and collaboration with product and QA teams.