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Annotation Specialist, LearnWith.AI (Remote) - $30,000/year USD

CrossoverPatna, Bihar, IndiaPosted 20 May 2026

LearnWith.AI, via Crossover, is seeking an Annotation Specialist to label student session data for AI model improvement. The role involves reviewing recorded sessions, applying strict classification rubrics, and refining LLM-generated pre-annotations. Candidates must demonstrate high accuracy and consistency in behavioral classification. This is a full-time, remote position focused on high-quality dataset creation for edtech applications.

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Experience

1+ years

Function

Research

Work mode

Remote, India

Company

Tier 2

What you will work on

LearnWith.AI, via Crossover, is seeking an Annotation Specialist to label student session data for AI model improvement. The role involves reviewing recorded sessions, applying strict classification rubrics, and refining LLM-generated pre-annotations. Candidates must demonstrate high accuracy and consistency in behavioral classification. This is a full-time, remote position focused on high-quality dataset creation for edtech applications.

TAL's take

Quality 45/1005/5 clarityTier 2 company3 watchout

Clear role definition and rubric-based work, though it is a contract-based position through a staffing platform.

The JD provides an extremely clear set of responsibilities, specific protocols, and what the role explicitly does not involve.

Watchouts

  • contractor-style posting
  • fixed low compensation
  • independent contractor agreement

Must haves

  • 1 year experience in data annotation or QA evaluation
  • Excellent English reading comprehension
  • Ability to adhere to detailed written instructions
  • Capacity to maintain focus during 4-6 hours of video review daily
  • Experience reviewing and enhancing AI/LLM-produced annotations

Tools and skills

data annotationcontent moderationqa evaluationllm-produced annotation review

About the company

Crossover is a well-known global talent platform/staffing firm for remote work, treated as a mid-tier entity.

Posts mentioning Crossover

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My favourite cross over https://www.reddit.com/r/funny/comments/10v6f9h/michael_scott_in_mass_effect/

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How to block a company from appearing in LinkedIn jobs?

Is there a way to block a company from appearing in ur job alert? I know u can remove particular job posting from appearing but some companies like crossover simply spam job listing and it’s very annoying. Any idea how to block these companies?

Misc63

I joined the gym one month ago

I joined the gym one month ago. My budget does not allow PT so I am doing exercise based on suggestions of the common trainer. Now I have learned equipment names and a few exercises. My gym's trainers don't focus much on the core. I have to pull that one. I have noted my last week's routine. I would like to have your suggestions. 1. Back - Chin Ups Machine 12 Rep * 2 - Pull Ups(Chin Dip Assist Machine) 12 Reps * 2 - Seated Row Machine 12Reps * 4 - Pull Down Leverage Machine 12 Reps * 4 - V-Group Lat Pull Down with Crossover machine 12 * 4 - Reverse Grip Back Row machine 12 * 3 2. Biceps - Straight Dumbbell 12 Rep * 4 - Hammer Dumbbell 12Reps, 10 Reps, 10 Reps, 8 Reps - Reverse Grip Cable Curls 12 Reps, 10 Reps, 10 Reps, 8 Reps - Rope Cable Biceps Curls 12 Reps, 10 Reps, 10 Reps, 8 Reps - Cumber Curl Machine 12 Reps, 8 Reps, 8 Reps, 6 Reps - Abs Crunch Machine 30 Reps, 20 Reps 3. Chest - Push Ups 15 Reps, 12 Reps, 10 Reps, 5 Reps, 5 Reps - Bench Press 12 Reps, 12 Reps, 10 Reps, 6 Reps, 5 Reps - Incline Bench Press 12 Reps, 12 Reps, 8 Reps, 8 Reps - Butter Fly 12 Reps, 12 Reps, 8 Reps, 4 Reps, 4 Reps - Dumbbell Pullover 12 Reps, 12 Reps, 10 Reps, 10 Reps 4. Tricpes - Diamond Pushup 15 Reps, 11 Reps, 10 Reps, 5 Reps, 5 Reps - Rope Triceps Extension 12 Reps, 12 Reps, 12 Reps, 12 Reps, 8 Reps - Triceps Pushdown with cable and straight bar 12 Reps, 12 Reps, 12 Reps, 10 Reps - Over Head Dumbbell single hand 12 Reps * 4 - Over Head Dumbbell both hands 12Reps, 10 Reps, 8 Reps, 8 Reps - Bench Dip 14Reps, 12 Reps, 10 Reps, 10 Reps 5. Legs/Core - Squats 12 Reps * 4 - Smith Machine Squats 12 * 3 - Leg Extension Machine 12Reps * 4 - Crunches(open hand) 12*4 - Abs Crunch Machine 20 Reps * 4 - Roller Coaster 20Reps * 4 - Plank 1.5 Mins, .5 Mins, .5 Mins

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