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Text Annotation Jobs (NOW HIRING)

Apex Systems

Data Labelers

Austin, TX · On-site

This role combines hands-on document annotation with structured validation of automated labeling ... Perform labeling across key IDP elements, including text recognition (handwriting), document ...

RWS Group

Data Annotator for AI Models (Dutch)

... curate text, video, and geographic data for AI models. The role involves collaboration with project managers and stakeholders to ensure quality and alignment in the annotation process.

RWS Group

Data Annotator for AI Models (Italian)

$56 - $72.75/hr

RWS Group is looking for USA-based Italian Data Annotators to annotate, evaluate and curate text ... Preferred : • Familiarity with the Appen Annotation Platform (ADAP) and machine learning ...

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Text Annotation information

What are typical day-to-day responsibilities for someone working in text annotation?

Text Annotation professionals spend much of their day reading and labeling text data according to specific guidelines, ensuring that information is correctly categorized and flagged. This can involve highlighting entities, identifying sentiments, tagging parts of speech, or annotating complex relationships within text documents. They frequently collaborate with project managers, data scientists, and quality assurance teams to clarify instructions and maintain data consistency. The role often involves independent work, but regular check-ins and feedback sessions help maintain accuracy and enhance understanding of evolving annotation requirements. This combination of independent and collaborative tasks makes the position dynamic and integral to successful AI or NLP project outcomes.

Are data annotations still hiring?

Data annotation roles, including those for text annotation, are still in demand as companies continue to develop AI and machine learning models. These jobs often require attention to detail and familiarity with annotation tools, and they can be available as remote or part-time positions. Hiring trends depend on industry needs and project pipelines, but opportunities remain consistent in this field.

What is a text annotation job?

A text annotation job involves labeling or tagging parts of text data to help train machine learning models, especially in natural language processing tasks. Workers typically review text and add labels such as entities, sentiments, or categories using specialized tools, often working remotely with flexible schedules.

What are the key skills and qualifications needed to thrive in the Text Annotation position, and why are they important?

Strong language proficiency, attention to detail, and critical thinking are essential skills for succeeding as a Text Annotation specialist, often supported by a bachelor's degree in linguistics, computer science, or a related field. Familiarity with annotation tools like Labelbox, Prodigy, or the Amazon Mechanical Turk platform, as well as knowledge of data privacy and handling protocols, is typically required. Excellent communication, self-motivation, and the ability to focus on repetitive tasks help individuals excel in this position. These capabilities ensure high-quality, consistent data labeling for machine learning models, supporting the development of cutting-edge AI solutions.

Is data annotation a legit job?

Data annotation is a legitimate job that involves labeling data such as images, text, or audio to help train machine learning models. It often requires attention to detail and familiarity with annotation tools, and it can be performed remotely or in-office. Many companies hire data annotators as part of their AI development teams.

What is a Text Annotation job?

A Text Annotation job involves labeling and categorizing text data to help train machine learning models. Annotators add tags, metadata, or classifications to text, enabling AI systems to understand language patterns. This work is essential for applications like chatbots, search engines, and sentiment analysis. Strong attention to detail and language proficiency are key skills for this role.

What qualifications do you need to be a data annotator?

To be a data annotator, basic qualifications typically include a high school diploma or equivalent, strong attention to detail, and good reading and comprehension skills. Familiarity with annotation tools and the ability to follow specific guidelines are also important, while prior experience or knowledge in the relevant domain can be beneficial but is not always required.
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Text Annotation jobs near you
Infographic showing various Text Annotation job openings in the United States as of July 2026, with employment types broken down into 70% Full Time, 20% Part Time, and 10% Contract. Highlights an 55% In-person, and 45% Remote job distribution.
Middle School Literacy- Instructional Coach

Middle School Literacy- Instructional Coach

RePublic Schools

Nashville, TN • On-site

$48K - $63K/yr

Full-time

PTO

Re-posted 22 days ago

Job description

Job Title:Middle School Literacy- Instructional Coach
Location: Nashville, TN; Jackson, MS
Position Type: Full-time
Who We Are
RePublic Schools serves more than 2,900 scholars across seven schools in Nashville and Jackson. We are the only charter network solely committed to reimagining public education in the South-rooted in love, achievement, and belonging, and grounded in equity-driven practices that honor scholars' identities and lived experiences.
We are seeking a Middle School Literacy Instructional Coach who believes deeply in adolescent literacy development, rigorous grade-level texts, and the power of strong teacher coaching to drive scholar achievement. At RePublic, our instructional beliefs align with The Opportunity Myth, which demonstrates that scholars thrive when they have access to grade-appropriate assignments, strong instruction, deep engagement, and educators who hold unwavering high expectations. The Middle School Literacy Instructional Coach is expected to model and champion these beliefs, ensuring teachers design learning experiences that honor scholar brilliance, cultivate critical reading and writing skills, and expand opportunities for academic success.
What You'll Do
Instructional Leadership & Coaching (Literacy Focus)
  • Develop and execute a strategic literacy coaching plan aligned to RePublic's ELA vision, middle school standards, and schoolwide academic priorities.
    Conduct regular classroom observations and provide targeted, actionable feedback on reading instruction, writing instruction, close reading routines, and literacy discourse.
  • Lead coaching cycles, including lesson modeling (e.g., read-alouds, shared reading, small-group instruction), co-teaching, and guided practice.
  • Build teacher capacity in foundational literacy routines such as text annotation, evidence-based writing, vocabulary development, and complex text analysis.

Instructional Planning & Professional Support
  • Support teachers in planning rigorous, standards-aligned ELA lessons and unit internalizations using the HQIMs.
  • Provide expertise on high-quality middle school literacy curriculum, novel studies, and reading/writing workshop components.
  • Facilitate weekly planning meetings and team PLCs focused on literacy priorities.
  • Support new or developing teachers in establishing effective literacy-based instructional routines and classroom culture systems.

Data-Driven Instruction
  • Lead teachers in analyzing reading and writing data, including exit tickets, common assessments, iReady/other literacy screeners, and benchmark data.
  • Identify scholar trends in fluency, comprehension, writing proficiency, and vocabulary development.
    Support teachers in designing targeted literacy interventions and small-group instruction based on data.
  • Monitor progress toward literacy goals and collaborate with school leadership to adjust instructional priorities.
Professional Learning & Development
  • Design and facilitate PD focused on literacy practices (e.g., close reading, writing instruction, discussion protocols, text-dependent questioning).
  • Lead professional learning communities that model strong collaboration, reflection, and instructional strategy practice.
  • Provide training on curriculum implementation and assessment literacy.
Instructional Systems & Alignment
  • Ensure fidelity to ELA curriculum usage, pacing guides, and assessment structures.
  • Support alignment to RePublic's academic framework and observation tools.
    Maintain coaching logs, observation notes, and teacher development data.
  • Additional Duties as assigned

Qualifications
Required
  • Bachelor's degree
  • At least 3 years of successful ELA teaching experience (middle school preferred)
  • Strong track record of scholar achievement in literacy using past academic achievement data (MAAP, interims, screening data, etc.)
  • Deep expertise in literacy instruction, writing instruction, adolescent literacy development, and classroom culture

Highly Preferred
  • Experience as an instructional coach, ELA team lead, or teacher leader
  • Experience implementing high-quality instructional materials in ELA.
  • Prior work in high-performing or charter school settings

Why You'll Love Us
  • Competitive salary aligned with experience and local district benchmarks.
  • Comprehensive benefits package, including family planning benefits, mental health support, and paid time off.

Professional Development
  • Access to leadership development programs and career advancement opportunities.
  • Robust training, including a multi-week Summer Teacher Summit and weekly school-year PD sessions

Our Culture
  • A team-oriented, equity-driven environment where your voice matters.
  • A commitment to diversity, equity, and inclusion, with a focus on creating spaces where all identities are honored and celebrated.

Apply