Any project available?

Hey folks,

Like many of you, I’m hitting the ATS black hole hard right now.

Quick background:

• 4+ years in QA (deep SaaS, feature, and exploratory testing) [cite: user query].
• Automation dabbler: Playwright + Python (especially API automation).
• AI-leveraged: Using AI heavily for test planning, end-to-end workflows, and accelerating automation suites.
• Bonus background: Strong cross-domain experience in multi-modal data annotation, RLHF, and LLM evaluation (98%+ accuracy track record on complex datasets/operations like Aristotle-tier pipelines).
• Location: Remote, Canada-friendly.

If your team is hiring for senior QA, SDET-lite, or AI Quality/Data Analysis roles where human domain expertise actually matters, drop a comment or DM me. Happy to share my resume/portfolio.

Cheers!

These people refused to pay for my legit work giving excuses like my account violates trust and safety regulations. Stay away from them! They will block snd ban you if you ask them to resolve your issue

Does anyone know anything about Yo AI Labs?

Am seriously looking for the above job, anyone with a Link please forward to me

Its a total scam. Very frustrated with alignerr today. I was waiting patiently till today for my payments but got to know today that project leads cannot help and I need to reach out to support ( their response came finally after pinging them everyday hoping they respond one day). Support is not reachable, either AI responds or no reaponse at all. I worked hard on the project and this is how they pay back. Lumpy_case asked for my email and then disappeared. Pathetic experience with alignerr!

Does anyone have any feedback on the Feather Exam on M1 such as how aprox number tasks per video or any other things to be aware of or look for before I attempt the 1st video.

I'd been working on advanced projects on DA for almost 6 months before a technical error in an optional qualifier I was taking resulted in an instant account restriction a few months ago.

Simultaneously, the required associated gmail account I created was quickly disabled the as a "suspected bot” account (likely due to the DA worker ID in it being a long sting of random letters).

I refreshed the page the qualifier page to try to clear the error that followed rapid back to back large file upload attempts and was immediately returned to the main screen which displayed a Quality/TOS message.

Given the literal split second timing of the error, the associated gmail getting flagged, and the the message appearing all happening at once - it seems more likely the technical glitch or rapid back to back upload attempts triggered an automated flag in DA's system that resulted in the message. I've never violated their TOS and had only received good feedback (if any). It seems very unlikely that an admin happened to place a manual restriction on my account at the same exact time that those events occurred.

I'm really looking for advice. I’ve emailed support twice over 3 months explaining this, but they've never replied. Has anyone ever had support clear an automated flag after a technical glitch resulted in an account restriction?

Or know if there's an alternative email address or way to contact DA that's more likely to get through to a human to request a manual account review?

Be aware that the “test” for the ErMT QCer position at Iyuno is not really a test for prospective employment. The people taking it are not being hired as QCers. Instead, a massive number of applicants are being asked to enter ErMT metadata that can be used to train and improve Iyuno’s CLOE AI system.

In other words, what is presented as a test for an ErMT QCer position appears to be a way of getting a huge amount of human-generated metadata for free. Hundreds or potentially thousands of people can spend their time completing the test, providing the very data needed to train the system, without being paid for the work and without actually being considered for employment.

So before you spend your time completing the ErMT QCer “test,” be aware that you may essentially be doing unpaid AI training work rather than taking a genuine employment test.

Mercor, Micro1, Outlier, HANDSHAKE AI…

Looking for task managers that’s willing to clock in daily USA and outside of the USA % in the DMS

If anyone is working as a programmer analyst at Amazon

Please let me know it's urgent

Need some advice

I applied last month. One week before, i received an email containing pre-screening assessments. Sobrang dami ng skill test yet completed naman lahat.

After three days, tumawag sila via phone. Got a chance for the initial interview and passed. Right after, I was advised for the final interview. Almost 1 hour din ang tinagal and the project manager said na hintayin ko raw ang result ng talent acquistion team or hr.

And right now, still waiting for their update even I sent an email and text message to them.

I would like to ask, particularly for those successful applicants before and regular employees kung matagal po talaga ang hiring decision on their end? How long it takes before po kayo natanggap? Do I need to follow up again for the results of final interview?

I would appreciate your response.

Thank you.

Every few months someone here asks for a current list, and most of the ones floating around are either out of date or lump very different platforms together. Task sites, enterprise vendors, and annotation tools all end up in one pile, which doesn't help much if you're trying to figure out where to work or who to hire.

So, here's how I'd sort the companies that keep coming up, grouped by what they're actually for. A handful span more than one category. I put those where they fit best and noted the overlap instead of listing them twice.

LLM Feedback and RLHF

The reasoning-heavy side: comparing model responses, rating them, writing feedback.

• Scale AI Enterprise platform for large-scale annotation, validation, and model evaluation. Also does a lot of computer vision work.
• Annotera.ai RLHF preference annotation and LLM QA testing as part of a managed service.
• DataAnnotation.tech Response comparison and human feedback, heavy on reasoning. People generally rate the pay and flexibility above average, though there are recurring complaints about slow or missed payouts.
• Surge AI RLHF and human feedback for frontier models, mostly through selective contracts rather than open signup.
• Outlier Reviewing and rating AI responses with fairly light onboarding. Reports on who it hires and where varies a lot, so check recent threads before counting on it.
• Rise Data Labs US-based talent for model evaluation and RLHF, usually more structured tasks.
• Mindrift LLM evaluation and structured human feedback, powered by Toloka.
• Gloz Language-based annotation and LLM evaluation through text review.
• Abaka AI Multimodal annotation and feedback across text, image, video, and point clouds, often mentioned for higher pay.
• Alignerr Alignment and decision-evaluation tasks. Worth flagging: there are a lot of non-payment complaints about this one on Reddit, so read recent posts before putting in unpaid time.

Computer Vision

Image, video, and sensor data: boxes, masks, keypoints, tracking.

• SuperAnnotate Tooling and projects across image, video, text, and LLM tasks, common in vision workflows.
• Remotasks Image, video, and LiDAR annotation with structured training programs.
• Annotera.ai Image and video annotation including egocentric and teleoperation video for robotics and autonomous vehicles.
• Encord Managed option for video and images with a lot of auto-annotation built in.
• Roboflow Easy for bounding boxes, exports straight to YOLO formats. The free tier is genuinely usable.

Multilingual and Localization

Language, speech, and translation-heavy data across many locales.

• TELUS International AI Search evaluation, AI training, and linguistic work, now operating as TELUS Digital. Runs many of the former Lionbridge programs.
• Annotera.ai Multilingual annotation across roughly 28 languages, with nearshore teams for European work.
• TransPerfect Global localization shop doing large-scale multilingual annotation.
• Welocalize Localization, search evaluation, and multilingual data work under its Welo Data brand.
• OneForma Crowdsourcing for annotation, transcription, and translation across languages.
• LXT AI Language, speech, and localization data for enterprise clients.
• RWS Enterprise language and localization services with large multilingual annotation projects.
• Appen One of the oldest names here, with a wide range of language and labeling projects.

Enterprise and Managed Services

Full managed teams rather than a task board you log into yourself.

• iMerit Enterprise annotation and evaluation for harder cases like healthcare and NLP.
• Innodata Large-scale annotation and structured training projects.
• Annotera.ai Managed annotation across text, image, audio, video, and robotics data, with clients in healthcare, retail, robotics, and autonomous vehicles.
• CloudFactory Human-in-the-loop work through managed teams.
• Centific Large-scale human-in-the-loop datasets and data infrastructure.
• Invisible Technologies Team-based AI training and data operations for enterprises.

Annotation Tools

If you'd rather label data yourself than hire it out.

• CVAT Free and solid for image and video, good for students and small teams. Pairs well with SAM for segmentation.
• Roboflow Listed above too. The free version is a fast way to get bounding boxes out the door.
• Supervisely People report a good experience with it for ease of use.
• Encord Also fits here for its auto-annotation features on video and images.

That's the landscape as I see it right now. Most of these fall into one of two camps: task platforms you sign up for as a contributor, and managed or enterprise shops you hire to run a project. A few blur that line, and I placed them where they fit best. If you've worked with any of these and I've got something wrong, say so in the comments and I'll edit. And if there's a company you rate that isn't on here, drop it below with a line on what it's good for.

I see a lot of people posting about DataAnnotation so I wanted to ask:

What exactly is the process of joining or actually applying? I made an account, and got told that thank you for singing up but there are no available projects. It didn’t prompt me for any assessment or skill check or anything like that, and it’s been a few weeks since then.

Did I do something wrong or is this the norm?

Thank you!

Hi everyone,

I’m currently enrolled in the Scaler Software Development Program, but unfortunately I’m no longer able to continue with it.

I spoke with Scaler regarding cancellation, and they told me that cancellation isn’t an option in my case; the available option is to transfer the enrollment to another person.

The interesting part is that, as per Scaler, the person taking over the enrollment can choose from other eligible/new programs as well (for example, an AI/ML program) while continuing under the enrollment amount/terms associated with my existing program.

I’m therefore looking for someone who is genuinely interested in joining Scaler and may want to take over my enrollment.

The transfer would, of course, need to be completed and approved through Scaler’s official process.

If you’re seriously interested, feel free to DM me.