AI Writing Evaluator Jobs
AI Writing Evaluator jobs are open across technology, e-learning, media, and AI research firms, from entry-level contractor roles to senior quality lead positions, with specializations in prompt evaluation, RLHF data annotation, and content quality assessment. Find a role that fits below and apply directly.
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School-Based | Evaluations | Spanish & English | Atlanta, Georgia
¿Hablas español? Your bilingual skills can make the difference between a language difference and a disorder for a child. Pediatric Developmental Services (PDS) is hiring a Bilingual Speech-Language Pathologist Evaluator to complete Spanish/English speech and language evaluations for students in the Atlanta area. If you love the detective work of assessment, this role was made for you. Bilingual Clinical Fellows will also be considered!
Why You'll Love Working With PDS
- Focus on what you love: Spend your time on evaluations, assessment, and clear, meaningful reports.
- Make a bigger impact: Accurate bilingual evaluations help Spanish-speaking students get the right support, and help families understand their child's needs.
- Summers & holidays off: Follow the school calendar and enjoy real time to recharge.
- Flexible pay options: Customized agreements – 1099 or W2 and more! Let's build a package that works for you.
- Unlimited CEUs: Keep growing your skills, including bilingual and multicultural assessment, at no cost to you.
- Licensure & ASHA reimbursement: We help cover your state license and ASHA dues.
- We'll help you get licensed: No Georgia license yet? Our licensing team will walk you through the process.
- Materials stipend: Get the bilingual assessment tools and materials you need.
- Great mentorship program: Real support from experienced clinicians.
- A real person in your corner: One dedicated recruiter from your first chat to your first day, and all year long.
- W2 benefits: Health, dental & vision insurance with company contribution, plus a retirement account with company match.
What You'll Do
- Conduct comprehensive speech and language evaluations in Spanish and English for students referred for special education.
- Use bilingual and culturally responsive assessment practices to tell the difference between a language difference and a language disorder.
- Write clear, compliant evaluation reports on students' strengths and needs in speech, fluency, language, and oral motor skills, and help determine eligibility.
- Present results at eligibility and IEP meetings, and help Spanish-speaking families understand findings and next steps.
- Collaborate with school teams, ESOL staff, and families, and meet evaluation timelines.
What We're Looking For
- Proficiency in conducting evaluations in both Spanish and English
- Master's degree in Speech-Language Pathology or Communication Disorders
- Georgia SLP license, or eligibility to obtain one (we'll help!)
- ASHA certification (CCC-SLP) preferred; bilingual Clinical Fellows considered with supervision
- Experience with standardized and informal bilingual assessment preferred
- Strong report-writing and organizational skills
Ready to Apply?
Our application takes just 3 minutes and works on your phone. Apply today, and a member of our team will reach out to learn more about you. We look forward to meeting you!
About Pediatric Developmental Services
PDS connects public school districts, charter schools, and communities nationwide with highly qualified pediatric therapists, including speech, occupational, and physical therapists. We believe every child deserves the best care possible. That starts with finding and supporting great therapists through real mentorship, competitive compensation, and benefits that matter. When our therapists thrive, kids thrive.
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Find AI Writing Evaluator JobsAI Writing Evaluator Job Market
Who's Hiring
- MRG EXAMS11

- Family of Kidz9

- DATA QUEST INVESTIGATIONS8D
- Grand Canyon University6

- JPMorganChase5

Top Industries Hiring
- Technology & Software
- Healthcare & Medical Services
What Employers Look For
The qualifications that appear most often in AI writing evaluator jobs.
- Native or near-native English fluency with strong grammar and writing skills
- Demonstrated ability to follow detailed rubrics and evaluation guidelines consistently
- Bachelor's degree or equivalent in English, linguistics, communications, or a related field
- Experience with annotation platforms or content quality assessment tools
- Subject-matter expertise in at least one domain such as STEM, law, or medicine
- Reliable internet connection and availability for flexible or part-time contractor hours
Tips for Your AI Writing Evaluator Job Search
Tailor your resume for annotation work
Highlight any experience rating, ranking, or labeling text outputs, even if unpaid. Evaluators are assessed on consistency and rubric adherence, so name the specific frameworks or quality criteria you have applied to written content.
Show linguistic reasoning in your portfolio
AI writing evaluator roles require more than saying something is good or bad. Include writing samples or screenshots where you annotated why a response failed a criterion, demonstrating your ability to reason about coherence, accuracy, and tone.
Target postings that name the model type
Job listings that specify large language models, instruction-following tasks, or RLHF signal higher-quality, longer-term contracts. Prioritize these over generic content moderation postings, which often have different scope and advancement paths.
Apply early to roles that fit
Migrate Mate lists ai writing evaluator openings from across the United States in one place, so you can find roles that match and apply directly to each listing.
Prepare a calibration task before interviews
Many hiring teams send a paid calibration exercise before or instead of a traditional interview. Practice rating short model outputs against a simple rubric in advance so your first paid task scores reflect your real ability, not first-attempt variance.
Negotiate rate before accepting contractor terms
Contractor agreements for evaluator roles often present a fixed hourly rate as non-negotiable. That rate is frequently adjustable before you sign, especially if you can demonstrate domain expertise in a subject area the team is actively sourcing, such as STEM or legal writing.
AI Writing Evaluator Jobs: Frequently Asked Questions
Which companies are hiring the most ai writing evaluators?
The companies hiring the most ai writing evaluators right now include MRG EXAMS, Family of Kidz, and DATA QUEST INVESTIGATIONS, with the largest share of openings in New York, Texas, and Ohio, based on current listings on Migrate Mate as of November 2026. Demand is highest at AI research labs and data annotation platforms scaling human feedback pipelines.
How many ai writing evaluator jobs are remote?
About 33% of ai writing evaluator openings are fully remote or hybrid as of November 2026, making it one of the more location-flexible roles in the AI industry. Fully remote arrangements are most common for asynchronous annotation and rating tasks, while hybrid setups appear more often in senior quality lead positions that require team coordination.
How do you become an ai writing evaluator?
Start by building a foundation in writing quality assessment, which you can do through academic work in linguistics, editing, or technical writing. Next, complete publicly available annotation guidelines from AI research organizations to understand how rubrics work in practice. Apply to entry-level contractor roles that offer onboarding training, complete calibration tasks carefully, and build a record of consistent ratings to qualify for higher-complexity projects.
Can I get an ai writing evaluator job with little or no experience?
Yes, many ai writing evaluator roles are designed for candidates with strong writing instincts rather than formal annotation experience. Hiring teams look for people who can read instructions carefully, apply criteria consistently, and explain their reasoning. A background in editing, tutoring, journalism, or academic writing transfers well, and completing a sample calibration exercise before applying can demonstrate readiness even without a prior title in the field.
What does the ai writing evaluator interview process look like?
The process typically begins with a short application screening focused on writing ability and attention to detail. Candidates who pass are usually sent a paid calibration task, where you rate or rank a set of AI-generated responses against a provided rubric. Reviewers score your submissions for consistency and reasoning quality. Some employers follow up with a brief video or written interview before extending a contract offer.
Where can I find and apply to ai writing evaluator jobs?
You can find and apply to ai writing evaluator jobs on Migrate Mate, which lists current openings from across the United States. Find roles that match your background and apply directly to each listing.
See All 137+ AI Writing Evaluator Jobs
Find roles that match your experience and apply in just a few clicks.
Find AI Writing Evaluator Jobs