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Rater Instruction Design Expert

Rater Instruction Design Expert

AceolutionRepublic Of India, IN
7 days ago
Job description

🚀 Freelance Opportunity : Technical Writer

We’re seeking an experienced Technical Writer for an independent contract (freelance) role, focused on GenAI and Human-in-the-Loop (HITL) programs. This is a remote opportunity offering the flexibility to collaborate globally with AI researchers, engineers, and data teams.

About the Role

As a Technical Writer , you will communicate complex technical information clearly, concisely, and effectively. You’ll play a key role in designing and refining task instructions for rater platforms and human evaluation workflows — connecting research, engineering, and data annotation teams.

You will lead documentation and training initiatives, ensuring clarity and consistency across AI-driven projects.

Key Responsibilities

  • Lead the strategy and execution of task design and instruction creation for GenAI programs.
  • Define and establish best practices, templates, and quality standards for rater instruction design.
  • Collaborate with product and research teams to define clear data requirements and provide expert consultation on task design.
  • Develop and iterate on high-quality rater instructions that minimize ambiguity and ensure data accuracy.
  • Design and deliver internal training programs and maintain a comprehensive knowledge base on task design.
  • Translate complex technical inputs from engineers and researchers into clear, actionable instructional content .
  • Author, edit, and maintain technical guides, templates, and quality control (QC) rubrics .
  • Act as a pilot user for new workflows, refining materials through feedback and data-driven insights.

Minimum Qualifications

  • 10+ years of experience in technical writing, instructional design, or a similar role focused on HITL or rater platforms.
  • Strong understanding of task definition and instruction design principles .
  • Hands-on experience with HTML, Python, data analysis, Markdown, or Git / version control systems .
  • Proven ability to collaborate with cross-functional stakeholders and translate requirements into clear, user-ready documentation.
  • Experience designing and delivering training programs .
  • Preferred Qualifications

  • Advanced degree in Technical Communication, Instructional Design, Human-Computer Interaction , or a related field.
  • Experience working with large-scale human evaluation platforms, crowdsourcing, or rater-based data collection .
  • Familiarity with AI / ML concepts and data labeling processes .
  • Experience using data analysis to evaluate and improve instruction quality.
  • Experience designing tasks for complex or technical domains .
  • 📍 Location : Remote (Freelance / Independent Contract)

    🕒 Type : Part-time / Flexible Hours

    💼 Compensation : Hourly-based (as per experience)

    Interested candidates are invited to share their updated CV with the subject line :

    👉 Application – Technical Writer

    📧 Email : sharmila@aceolution.com

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    Design • Republic Of India, IN

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