Freelance Software Developer (Ruby) / Quality Assurance (AI Trainer)
Mindrift • India
Education
Master's
Type
Hourly
Pay
$12/hr equivalent
Mindrift pays per task and shows the pay as an hourly rate.
Last checked
5d ago
Checked
About this role
From the Mindrift listing
This opportunity is only for candidates currently residing in the specified country. Your location may affect eligibility and rates. Please provide your resume in English and specify your proficiency level. At Mindrift , innovation meets opportunity. We believe in using the power of collective intelligence to ethically shape the future of AI. What we do The Mindrift platform connects specialists with AI projects from major tech innovators. Our mission is to unlock the potential of Generative AI by tapping into real-world expertise from across the globe. About the Role GenAI models are improving very quickly, and one of our goals is to make them capable of addressing specialized questions and achieving complex reasoning skills. If you join the platform as an AI Tutor in Coding, you’ll have the opportunity to collaborate on these projects. Although every project is unique, you might typically: Code generation and code review Prompt evaluation and complex data annotation Training and evaluation of large language models Benchmarking and agent-based code execution in sandboxed environments Working across multiple programming languages (Python, JavaScript/TypeScript, Rust, SQL, etc.) Adapting guidelines for new domains and use cases Following project-specific rubrics and requirements Collaborating with project leads, solution engineers, and supply managers on complex or experimental projects Note: Flexibility and quick adaptation to new requirements are essential. 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
- Must be eligible to work in India
- Fluent proficiency in English (Written & Verbal)
- Reliable high-speed internet connection
Educational Software Developer interview prep
Questions Educational Software Developer interviewers often ask. They aren't taken from this listing.
How do you design a learning interface that works for both a first-time user and a returning student who wants speed?
I design a default path with clear guidance for new users, then let usage patterns unlock shortcuts, like keyboard navigation or skip-ahead options, once the system detects familiarity. Onboarding and efficiency are different needs, so I avoid forcing every session through the same slow first-time flow.
What signals do you use to decide when an adaptive learning system should increase or decrease difficulty?
I look at response accuracy over a rolling window rather than a single answer, combined with response time, since a fast wrong answer suggests guessing while a slow wrong answer suggests a real gap. Adjusting on a single data point causes the system to feel erratic to the learner.
How do you keep educational content aligned with a curriculum standard while still allowing content authors flexibility?
I tag content against the standard at the objective level rather than the lesson level, so authors can restructure lessons freely as long as each objective is still covered somewhere. A rigid one-to-one mapping between lessons and standards breaks the moment a curriculum team wants to reorganize material.
What's your approach to testing whether an adaptive algorithm is actually improving learning outcomes, not just engagement metrics?
Engagement and learning can diverge, so I run controlled comparisons against outcome measures like retention on delayed assessments, not just time on task or completion rate. A feature that increases engagement but doesn't move outcomes needs a different justification before it ships.
Why this role
At $12/hr equivalent, this Freelance Software Developer (Ruby) / Quality Assurance (AI Trainer) position pays for what you know about Software Engineering. Onboarding covers the AI training side.
Skills and categories
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Common questions
Who is Mindrift good for?
Freelance writers, editors and generalist AI tutors with strong English and good research skills. You don't need a tech degree. Mindrift is built by the data company Toloka, and it also opens better-paid projects in fields such as cybersecurity, medicine and law to verified experts.
How much does Mindrift pay?
General evaluation tasks, such as fact-checking and tone checks, pay $15-30/hr and don't need an advanced degree. Verified experts can earn $40-100+/hr on specialized projects, so you can start as a generalist and move to a specialist track.
Can I choose my own hours?
Usually, yes. You log in when you want, pick up a task, finish it and submit it, with no meetings. Other people work from the same pool of tasks, so some days there may be no work until more is added.
Do task-based AI training roles require an interview?
Most use an online assessment or a test task instead of a live interview. When the listing says which, it's in the role details on this listing.
What does Software Engineering work look like for a Freelance Software Developer (Ruby) / Quality Assurance (AI Trainer)?
You check AI answers to Software Engineering questions, correct their errors and write expert reasoning. As a Freelance Software Developer (Ruby) / Quality Assurance (AI Trainer), you're hired for that judgment, so hands-on Software Engineering experience matters.
How much does this specific role pay?
This listing is posted at $12/hr equivalent, an hourly rate. Pay can change after we check the listing, so confirm the rate on the platform's application page.
Do I need a Master's to qualify?
This role lists a master's degree. The domain assessment usually matters more, and if you pass it the degree is often secondary. Some platforms check credentials, so list your qualifications accurately.
Can I apply from outside India?
This role is open only to people based in India. The limit is usually about where the platform can legally hire, so applying from elsewhere rarely leads to an offer. Check the description for tax or right-to-work rules before you apply.