Is this job worth applying to?

Pay

Below typicalTops out at $60/hr. The typical top rate across 237 priced coding listings is $90/hr.

Getting in

Some screeningVaries; several days to weeks. Expertise or language fluency matching a listed project.

Steady work

Work is patchyHours can be very low.

Payout record

Pays on timeSchedule: varies by project. Payment method not published.

Freshness

Older postPosted 2mo ago. Still listed on Invisible on Nov 6, 2026.

Where you live

Open worldwideOpen worldwide.

The job description

<< Insert Job Description Here>>

Project Overview We are sourcing experienced technical specialists in Machine Learning to audit tasks used to train and evaluate AI systems. The objective of this project is to ensure that AI training workflows and tasks are technically rigorous, practical, and highly accurate within your specific area of expertise.

Project Deliverables & Scope

Task Evaluation: Assess whether machine learning tasks are technically accurate, realistic, solvable, reproducible, and supported by reliable tests and evaluation criteria.
Technical Auditing & Feedback: Provide clear, actionable feedback on any identified data pipeline flaws, model training inefficiencies, or algorithmic logic errors within the tasks.

Required Expertise

Demonstrable professional experience and deep technical knowledge in Machine Learning (including model development, data preprocessing pipelines, and ML frameworks like PyTorch or TensorFlow). (Note: Candidates will be considered for one specialty based on their experience; expertise across other domains is not required).
Strong analytical and problem-solving skills to rigorously test, troubleshoot, and evaluate complex technical scenarios.

We offer a pay rate of $60 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. As a contractor you’ll supply a secure computer and high‑speed internet; company‑sponsored benefits such as health insurance and PTO do not apply.

Workplace type: Remote

How do you apply to Invisible?

Apply on Invisible

The Apply button opens this post on Invisible's own site. You apply with them, not with Rubric. Timing: varies; several days to weeks.

Get through screening

What Invisible asks for after you apply:

Browse open projects on Meridial
Join the network and complete your profile, including country
Take the skills assessment or interview for the project
Wait to be matched and onboarded to a project team

Start work and get paid

Pay schedule: varies by project. Ask how they pay you, too. You're paid for the work they hand out, not a fixed salary.

Invisible also needs

Expertise or language fluency matching a listed project
Reliable internet

Red flags

Red flagClients or projects disappearing for months with no update
Red flagSudden project cancellations

What is Invisible like to work for?

AI training and operations company that hires freelance AI trainers through its Meridial expert network, mostly onto team-based projects.

Advertised pay	$6–65/hr
Getting in	Some screening
Application takes	Varies; several days to weeks
How you get paid	Varies by project
Payout record	Pays on time
Countries	Each listing names the countries it accepts, some covering about 145 countries. Invisible has posted India-only roles (coding, Telugu, Tamil, Marathi, Hindi), with pay adjusted by location.

Listings show $6–65/hr and the rate depends on your country; many entry projects pay around $15–25/hr.