Talent.com
Evaluation Scenario Writer - AI Agent Testing Specialist

Evaluation Scenario Writer - AI Agent Testing Specialist

MindriftKolkata, WB, IN
7 days ago
Job type
  • Remote
  • Quick Apply
Job description

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.

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

What we do

The Mindrift platform, launched and powered by Toloka , connects domain experts with cutting-edge AI projects from innovative tech clients. Our mission is to unlock the potential of GenAI by tapping into real-world expertise from across the globe.

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.

Although every project is unique, you might typically :

  • Designing structured test scenarios based on real-world tasks.
  • Defining the golden path and acceptable agent behavior.
  • Annotating task steps, expected outputs, and edge cases.
  • Working with devs to test your scenarios and improve clarity.
  • Reviewing agent outputs and adapting tests accordingly

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 Degreein 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.
  • You are ready to learn new methods, able to switch between tasks and topics quickly and sometimes work with challenging, complex guidelines.
  • Our freelance role is fully remote so, you just need a laptop, internet connection, time available and enthusiasm to take on a challenge.
  • 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

    Contribute on your own schedule, from anywhere in the world. This opportunity allows you to :

  • Get paid for your expertise, with  rates that can go up to $15 / 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.
  • Create a job alert for this search

    Testing • Kolkata, WB, IN

    Related jobs
    • Promoted
    Product AI Agent Developer – Copilot Studio, LLMs & Reinforcement Learning

    Product AI Agent Developer – Copilot Studio, LLMs & Reinforcement Learning

    VARSA SolutionsKolkata, IN
    Job Type : Part Time / Contract initially which can be converted to Full Time Later.We’re looking for a forward-thinking AI Agent Developer to help us build intelligent business agents using Microsoft...Show moreLast updated: 1 day ago
    • Promoted
    Technical Content Writer – Cybersecurity & AI (ThreatLens)

    Technical Content Writer – Cybersecurity & AI (ThreatLens)

    ThreatLensKolkata, IN
    ThreatLens is an innovative cybersecurity solutions company specializing in advanced threat intelligence powered by AI and Large Language Models (LLMs). Our state-of-the-art platform enables organiz...Show moreLast updated: 1 day ago
    • Promoted
    Conversational AI Developer

    Conversational AI Developer

    Infinijith Apps & Technologies Pvt LtdKolkata, IN
    Bangalore / Coimbatore / Remote.Conversational AI Developer & Tester.You will design, develop, and test conversational flows for. Conversational AI platforms such as.Dialogflow CX, Rasa, Cognigy AI,...Show moreLast updated: 1 day ago
    • Promoted
    AI Agent Architect

    AI Agent Architect

    LuxoftKolkata, IN
    We are seeking a hands-on and qualified AI Agent Architect to design and deploy advanced Agentic AI systems—comprising task-specific autonomous tools governed by a master agent—to support complex t...Show moreLast updated: 2 days ago
    • Promoted
    Applied AI Engineer

    Applied AI Engineer

    Strategic Talent PartnerKolkata, IN
    Design and deploy advanced multi-agent pipelines for credit analysis.Optimize inference and prompt chains using frameworks like DSPy, GEPA, and LangChain. Implement reasoning techniques (CoT, ToT, G...Show moreLast updated: 8 days ago
    • Promoted
    AI Content Analyst

    AI Content Analyst

    TuringKolkata, Republic Of India, IN
    Join us as an Research Analyst and help shape the future of large language models (like GPT).You’ll work on fascinating analytical questions, research real-world scenarios, and create structured co...Show moreLast updated: 30+ days ago
    • Promoted
    AI Agent Developer

    AI Agent Developer

    Sikich IndiaKolkata, IN
    Sikich is seeking a talented and driven developers with 3-5 years of experience to help us design, build, and deploy intelligent agents using Microsoft’s ecosystem. This role involves working with M...Show moreLast updated: 30+ days ago
    AI Agent Evaluation Analyst

    AI Agent Evaluation Analyst

    MindriftKolkata, WB, IN
    Remote
    Quick Apply
    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 En...Show moreLast updated: 30+ days ago
    • Promoted
    Ai Agent Developer

    Ai Agent Developer

    Sikich IndiaKolkata, Republic Of India, IN
    Sikich is seeking a talented and driven developers with 3-5 years of experience to help us design, build, and deploy intelligent agents using Microsoft’s ecosystem. This role involves working with M...Show moreLast updated: 23 days ago
    • Promoted
    Responsible AI

    Responsible AI

    EXLKolkata, IN
    We are seeking a highly skilled and principled Responsible AI Evaluator to assess, audit, and ensure the ethical development and deployment of AI models across the enterprise.This role spans tradit...Show moreLast updated: 30+ days ago
    Evaluation Scenario Writer - QA

    Evaluation Scenario Writer - QA

    MindriftKolkata, WB, IN
    Remote
    Quick Apply
    We believe in using the power of collective human intelligence to ethically shape the future of AI.The Mindrift platform, launched and powered by. AI projects from innovative tech clients.Our missio...Show moreLast updated: 30+ days ago
    • Promoted
    Language Model Evaluation Analyst

    Language Model Evaluation Analyst

    TuringKolkata, Republic Of India, IN
    Join us as an Research Analyst and help shape the future of large language models (like GPT).You’ll work on fascinating analytical questions, research real-world scenarios, and create structured co...Show moreLast updated: 6 days ago
    • Promoted
    Ai Agent Architect

    Ai Agent Architect

    LuxoftKolkata, Republic Of India, IN
    We are seeking a hands-on and qualified AI Agent Architect to design and deploy advanced Agentic AI systems—comprising task-specific autonomous tools governed by a master agent—to support complex t...Show moreLast updated: 2 days ago
    • Promoted
    Applied AI Engineer (Contract-to-Hire)

    Applied AI Engineer (Contract-to-Hire)

    AdspirerKolkata, IN
    Adspirer is redefining marketing automation with its autonomous marketing agent, capable of independently executing tasks ranging from research to campaign creation and optimization without any sup...Show moreLast updated: 3 days ago
    • Promoted
    Applied Ai Engineer

    Applied Ai Engineer

    Strategic Talent PartnerKolkata, Republic Of India, IN
    Design and deploy advanced multi-agent pipelines for credit analysis.Optimize inference and prompt chains using frameworks like DSPy, GEPA, and LangChain. Implement reasoning techniques (CoT, ToT, G...Show moreLast updated: 8 days ago
    • Promoted
    Responsible Ai

    Responsible Ai

    EXLKolkata, Republic Of India, IN
    We are seeking a highly skilled and principled Responsible AI Evaluator to assess, audit, and ensure the ethical development and deployment of AI models across the enterprise.This role spans tradit...Show moreLast updated: 23 days ago
    • Promoted
    Product Ai Agent Developer – Copilot Studio, Llms & Reinforcement Learning

    Product Ai Agent Developer – Copilot Studio, Llms & Reinforcement Learning

    VARSA SolutionsKolkata, Republic Of India, IN
    Job Type : Part Time / Contract initially which can be converted to Full Time Later.We’re looking for a forward-thinking AI Agent Developer to help us build intelligent business agents using Microsoft...Show moreLast updated: 1 day ago
    • Promoted
    Generative AI Engineer

    Generative AI Engineer

    Philodesign Technologies IncKolkata, IN
    Retrieval-Augmented Generation) or.Generative AI solution performance.Show moreLast updated: 2 days ago