Ruby Developer (Remote)
Quik Hire Staffing · United States
- Hybrid
- Part-time
- $83,200 / year
- United States
Tailored resume — keyword-matched to this role.
Hiring manager — we find who's hiring.
Intro email — drafted to reach them directly.
Job highlights
- Evaluate AI agents across multiple LLMs and domains.
- Provide expert human feedback to leading AI organizations.
- Train Large Language Models for complex workflows.
- Assess production-grade software architecture and interactions.
- Flexible task assignments with weekly payments.
About the role
AI Agent Evaluator (Remote)
Help design and evaluate autonomous AI agents across multiple LLMs, spanning health, education, daily life, and other real-world domains. Shape the future of agentic AI systems by providing expert human feedback to leading AI organizations. Help train Large Language Models (LLMs) for complex, multi-step architectural workflows.
Key Responsibilities
AI Agent Evaluation
- Write evaluation rubrics with objective pass/fail criteria.
- Debug agent traces to identify failure patterns.
- Stress test agents against edge cases, prompt injection, and tool misuse.
Technical Assessment
- Assess production-grade modular software architecture.
- Analyse multi-turn system interactions and behaviours.
- Provide high-density technical feedback for LLM training.
Project Workflow
- Create an account and upload a resume/ID.
- Complete the onboarding assessment.
- Start earning through flexible task assignments.
Qualifications
- Experience in backend engineering, AI automation, or complex systems integration.
- Proven ability to build and maintain production-grade software with modular separation (e.g., distinct services for data parsing, logic processing, and reporting).
- Strong command of at least two major languages (e.g., Python, JavaScript, Go, or Java) and experience working with SQL databases.
- Practical experience building for live, non-mocked environments and handling multi-turn system interactions.
Preferred (Nice to Have)
- Experience integrating agents with live tools such as Supabase, Gmail, and other APIs.
- Familiarity with persistent state and session-tracking patterns.
- Experience identifying privacy leaks, authority escalation, or indirect prompt injection vulnerabilities.
Compensation
Hourly compensation ranges from USD $30–$50, depending on experience and task complexity. Payments are issued weekly via supported payout platforms (e.g., PayPal or AirTM). Full compensation details are provided prior to task acceptance.
Equal Opportunity Statement
Selection decisions are based solely on skills, qualifications, and project requirements. We are committed to inclusive and fair engagement practices and consider all qualified applicants without regard to legally protected characteristics.
Key skills/competency
- AI Agent Evaluation
- LLM Training
- Backend Engineering
- Software Architecture
- Technical Feedback
- Python
- JavaScript
- SQL Databases
- System Integration
- Automation
Skills & topics
- AI Agent Evaluator
- AI
- LLM
- Backend Engineering
- Software Development
- Remote Work
- Python
- JavaScript
- SQL
- Automation
How to get hired
- Tailor your resume: Highlight backend engineering, AI automation, and complex systems integration experience.
- Showcase technical skills: Emphasize proficiency in multiple programming languages and SQL databases.
- Demonstrate practical experience: Detail your work with live, non-mocked environments and multi-turn systems.
- Prepare for assessment: Be ready to demonstrate your problem-solving and technical evaluation abilities.
Technical preparation
Review AI agent evaluation frameworks.,Practice debugging complex code traces.,Understand modular software architecture.,Prepare to test edge cases and vulnerabilities.
Behavioral questions
Describe a complex system you debugged.,How do you provide constructive feedback?,How do you handle ambiguity in requirements?,How do you stress-test software?
Frequently asked questions
- How can I apply for the AI Agent Evaluator role at Quik Hire Staffing?
- To apply for the AI Agent Evaluator role at Quik Hire Staffing, you will need to create an account on their platform, upload your resume and ID, and complete an onboarding assessment. Follow the application instructions provided in the job posting.
- What are the key qualifications for an AI Agent Evaluator at Quik Hire Staffing?
- Key qualifications for this AI Agent Evaluator position include experience in backend engineering, AI automation, or complex systems integration. You should also have a proven ability to build production-grade software, strong command of at least two major programming languages, and experience with SQL databases.
- Is this AI Agent Evaluator role remote, and where can I work from?
- Yes, this AI Agent Evaluator role is fully remote and open to candidates in the United States, Canada, United Kingdom, and Australia.
- What kind of technical feedback is expected for LLM training in this role?
- For this AI Agent Evaluator role, you will be expected to provide high-density technical feedback for LLM training, which includes assessing production-grade modular software architecture and analyzing multi-turn system interactions and behaviors.
- How does compensation work for the AI Agent Evaluator position?
- Compensation for the AI Agent Evaluator role is hourly, ranging from $30–$50 USD, depending on your experience and task complexity. Payments are issued weekly via platforms like PayPal or AirTM.
- What preferred qualifications would make my application stronger for the AI Agent Evaluator job?
- Preferred qualifications for the AI Agent Evaluator role include experience integrating agents with live tools (e.g., Supabase, Gmail), familiarity with persistent state and session-tracking, and experience identifying privacy leaks or prompt injection vulnerabilities.