Description review

Content Writer & Editor

micro1 · Remote · back to the listing

HR standards

66/100

needs work

Title ↔ description

64/100

needs work

Reads as

Unclear

no confident match

What this role officially is

technical communicator — ESCO, the EU occupation classification

Technical communicators prepare clear, concise and professional communication from product developers to users of the products such as online help, user manuals, white papers, specifications and industrial videos. For this, they analyse products, legal requirements, markets, customers and users. They develop information and media concepts, standards, structures and software tool support. They plan the content creation and media production processes, develop written, graphical, video or other contents, generate media output, release their information products and receive feedback from the users.

Also known as: technical editor, technical documentation author, senior technical communicator, technical communicators, technical content developer, user experience designer

How others title the same work

Large employers

  • Technical Author (multiple roles and seniority levels) Canonical Ltd.
  • Manager I, Documentation Datadog

The listing, marked up

Nothing in the wording of this listing tripped a check. The scores above still judge how complete and coherent it is.

Role Title: Content Writer & Editor

Role Type: Contractor

Location: Remote

micro1 is engaging Content Writer & Editor to provide expert contributions to a customer’s project focused on text quality and AI evaluation. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters.

Scope of Work

• Assess the clarity, coherence, and accuracy of written content to ensure it meets project standards.

• Conduct detailed writing evaluations, providing constructive feedback for continual improvement.

• Identify and annotate AI-generated content, focusing on detecting “AI slop” or low-quality, artificial text elements.

• Review and edit documents for grammar, syntax, structure, and tone, maintaining high-level English proficiency throughout.

• Collaborate remotely with project coordinators and other specialists, offering actionable editorial insights.

• Contribute written analyses and recommendations to enhance the overall effectiveness of AI model training datasets.

• Complete assignments within defined project timelines, ensuring consistency and reliability in deliverables.

Preferred Qualifications

• Proven experience in writing, editing, or evaluating text-based documents.

• Bachelor’s degree in English, Linguistics, or a related field; or prior experience teaching English.

• Native-level proficiency in English, with exceptional attention to detail in both written and verbal communication.

• Demonstrated ability to discern nuances between human and AI-generated text.

• Prior involvement in projects requiring content assessments, editorial reviews, or quality assurance.

• Strong organizational skills and the ability to work independently in a remote engagement.

• Availability in the Australia / Asia Pacific time zones for optimal project coverage.

Originally posted on Himalayas

How this was produced

Highlights are found by rule, not by a model: each one is a phrase matched at a known position, and every note is a template we wrote. The two scores come from a typed-decision model (Jev) that reads the listing against the official role definition and real listings for the same role, and returns probabilities rather than prose — it never writes any of the words on this page, and never chooses what to highlight.

Deterministic penalty applied to the HR score: 0 points (from 66 before penalties). Reviewed 29 Sep 2026.