Evaluation Scenario Writer - AI Agent Testing Specialist

Mindrift; Remoto; EUR 30.000 - 50.000; Part-time

Descrizione del lavoro

An innovative AI firm based in Milan seeks an entry-level candidate for a part-time role focused on designing and evaluating scenarios for AI agents. Responsibilities include creating structured test cases, defining expected behaviors, and analyzing logs. Candidates should possess a degree in relevant fields and have strong communication skills in English. This role offers flexible working conditions with competitive pay based on expertise, contributing to exciting AI projects that enhance professional portfolios.

Servizi

Flexible freelance project

Experience in advanced AI project

Competitive hourly rates up to $30

Competenze

• Background in QA, software testing, or data analysis.
• Good understanding of test design principles.
• Comfortable with structured formats like JSON/YAML.

Mansioni

• Create structured test cases simulating human workflows.
• Define gold-standard behavior and scoring logic.
• Analyze agent logs and decision paths.
• Ensure scenarios are production-ready and reusable.

Conoscenze

Analytical mindset

Attention to detail

Strong written communication skills in English

Curiosity about AI-generated content

Formazione

Bachelor's and/or Master's Degree in a relevant field

Strumenti

Python

JavaScript

Descrizione del lavoro

This opportunity is only for candidates currently residing in the specified country. Your location may affect eligibility and rates. Please submit your resume in English and indicate your level of English.

What We Do

At Mindrift, innovation meets opportunity. We believe in using the power of collective human intelligence to ethically shape the future of AI.

About The Role

We're looking for someone who can design realistic and structured evaluation scenarios for LLM-based agents. You'll create test cases that simulate human-performed tasks and define gold‑standard behavior to compare agent actions against. You'll work to ensure each scenario is clearly defined, well‑scored, and easy to execute and reuse. You'll need a sharp analytical mindset, attention to detail, and an interest in how AI agents make decisions.

Typical Responsibilities

• Create structured test cases that simulate complex human workflows
• Define gold‑standard behavior and scoring logic to evaluate agent actions
• Analyze agent logs, failure modes, and decision paths
• Work with code repositories and test frameworks to validate your scenarios
• Iterate on prompts, instructions, and test cases to improve clarity and difficulty
• Ensure that scenarios are production‑ready, easy to run, and reusable

How To Get Started

Simply apply to this post, qualify, and get the chance to contribute to projects aligned with your skills, on your own schedule. From creating training prompts to refining model responses, you'll help shape the future of AI while ensuring technology benefits everyone.

Requirements

• Bachelor's and/or Master's Degree in Computer Science, Software Engineering, Data Science / Data Analytics, Artificial Intelligence / Machine Learning, Computational Linguistics / Natural Language Processing (NLP), Information Systems or other related fields.
• Background in QA, software testing, data analysis, or NLP annotation
• Good understanding of test design principles (e.g., reproducibility, coverage, edge cases)
• Strong written communication skills in English
• Comfortable with structured formats like JSON/YAML for scenario description
• Can define expected agent behaviors (gold paths) and scoring logic
• Basic experience with Python and JS
• Curious and open to working with AI‑generated content, agent logs, and prompt‑based behavior

Nice to Have

• Experience in writing manual or automated test cases
• Familiarity with LLM capabilities and typical failure modes
• Understanding of scoring metrics (precision, recall, coverage, reward functions)

Benefits

• Get paid for your expertise, with rates that can go up to $30/hour depending on your skills, experience, and project needs
• Take part in a flexible, remote, freelance project that fits around your primary professional or academic commitments
• Participate in an advanced AI project and gain valuable experience to enhance your portfolio
• Influence how future AI models understand and communicate in your field of expertise

Seniority level

Entry level

Employment type

Part‑time

Job function

Other

Industries

IT Services and IT Consulting

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