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About Micro1: Job DescriptionRole Title: Research & Insights Expert - PowerPoint Review & ReconstructionRole Type: ContractorLocation: Remotemicro1 is engaging Research & Insights Experts to contribute to a customer’s project focused on elevating executive-level business presentations. 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 WorkReceive images of research and insights slides (e.g., research readouts, survey results, segmentation analyses, competitive landscapes) and reconstruct them in Microsoft PowerPoint with enhanced clarity and visual impact.Apply advanced presentation design, data visualization, and content editing skills to improve slide quality while preserving research accuracy and intent.Write a comprehensive log for each assignment, detailing all changes made and justifying decisions to retain or reject specific elements, emphasizing both improvement and preservation of sound choices.Ensure factual accuracy and maintain domain-specific definitions, caveats, and research context throughout each slide reconstruction.Demonstrate and articulate effective visual storytelling, message hierarchy, supported titles, and exhibit selection in executive presentations.Participate in task-based, sprint-driven production cycles with flexible timing; each slide engagement is expected to require 1–2 hours.Preferred Qualifications3+ years of experience in market research, consumer insights, analytics, or related quantitative research disciplines.Proven expertise in building or refining executive or client-facing presentations using Microsoft PowerPoint.Strong proficiency in data visualization, slide reconstruction, and presentation design principles tailored for research communication.Exceptional critical thinking, attention to detail, and clear written communication skills.Ability to defend methodological choices and explain the rationale behind design and messaging decisions.Background as an industry practitioner or consultant in research and insights, with domain expertise prioritized over consulting-firm pedigree.Experience in AI training, evaluation, or rubric development is a plus, but not required.

About Micro1: Job DescriptionRole Title: HR, Learning & Development Expert — PowerPoint Review & ReconstructionRole Type: ContractorLocation: Remotemicro1 is engaging experienced HR, Learning & Development Experts to participate in a project focused on elevating executive-level presentation materials. 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. You will receive images of business slides relating to HR, learning, and organizational development, then reconstruct and enhance them in Microsoft PowerPoint. A critical part of this opportunity is articulating both the improvements you make and the original choices you intentionally preserve, providing a thoughtful log for each task. Typical source materials may cover organization design, talent development, workforce planning, or compensation and benefits strategy. This project welcomes both industry practitioners and consultants, emphasizing factual accuracy and clear domain definitions.Scope of WorkRebuild business slides from images using Microsoft PowerPoint, emphasizing clarity and professional design.Enhance content structure, data visualization, visual storytelling, and slide layout for senior or client audiences.Edit and refine slide content while preserving critical HR and L&D definitions, caveats, and data accuracy.Document, in detail, the rationale for both improvements implemented and original elements deliberately retained.Analyze and strengthen message hierarchy, supporting evidence, and exhibit selection for each slide.Handle diverse materials such as organization design decks, training modules, and compensation reviews.Deliver each assignment within an anticipated 1–2 hours, with volume varying by project sprint.Preferred Qualifications3+ years of proven expertise in HR, learning & development, organizational development, or workforce strategy.Demonstrated experience crafting executive-ready PowerPoint presentations for senior stakeholders or clients.Strong skills in slide reconstruction, data visualization, visual storytelling, and business communication.Exceptional attention to detail, critical thinking, and content editing within HR and L&D subject matter.Ability to clearly explain message hierarchy, evidence-supported titles, and design choices.Comfort working independently in a project-based, sprint-driven context with variable volume.Prior experience with AI data training, evaluation, or rubric writing is a plus, but not required.

About Micro1: Job DescriptionRole Title: Marketing, Sales & Communications Expert — PowerPoint Review & ReconstructionRole Type: ContractorLocation: Remotemicro1 is engaging Marketing, Sales & Communications Experts to contribute to a customer’s project focused on high-impact business presentations. 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 WorkReceive images of business slides related to marketing, sales, and communications materials and reconstruct them in Microsoft PowerPoint.Elevate slides by enhancing visual design, data visualization, and storytelling while preserving factual accuracy and domain-specific definitions.Write a detailed log for each slide, clearly explaining both improvements made and intentional choices to preserve elements, defending strong original decisions as needed.Work with various presentation types, including campaign performance reviews, brand strategies, sales pitch decks, and executive board or investor communications.Apply critical thinking, content editing, and written communication skills to clarify messaging, structure, and evidence-supported points.Ensure that revised slides reflect best practices in marketing, sales enablement, and corporate communications without diluting core industry caveats or context.Preferred Qualifications3+ years of hands-on experience in marketing, brand, sales enablement, corporate communications, or relevant agency environments.Demonstrated expertise in building executive-level presentations for senior leaders or client stakeholders.Advanced proficiency with Microsoft PowerPoint, including layout, visual hierarchy, and data visualization best practices.Strong critical thinking and attention to detail; able to articulate the rationale for both improvements and preserved elements.Exceptional written communication skills, with the capacity to explain messaging hierarchy and exhibit choices in a clear, concise manner.Direct industry or practitioner experience valued more than a consulting-firm background; both industry contributors and consultants are welcomed.Prior experience with AI training, evaluation, or rubric development is a plus, though not required.

About Micro1: Job DescriptionRole Title: Generalist — U.S. Tax Workflow EvaluationRole Type: ContractorLocation: Remotemicro1 is engaging Generalist — U.S. Tax Workflow Evaluations to participate in a short-term customer project focused on evaluating U.S. tax and financial workflows. 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 WorkCarry out structured evaluation tasks by reviewing, annotating, and assessing U.S. tax filing workflows and related financial processes.Follow detailed project instructions and apply defined rubrics to objectively evaluate workflow accuracy, completeness, and user experience.Review and compare system-generated outputs to real-world tax documents and scenarios.Connect personal financial accounts via secure Plaid login, as well as personal Gmail and Google Drive to facilitate workflow reviews and document sharing.Share relevant tax-related documents for project purposes, with all downstream use occurring after PII has been sanitized.Communicate findings clearly through both written and verbal feedback as required.Collaborate asynchronously with project coordinators and provide timely updates on deliverables.Preferred QualificationsCurrently residing in a mainland U.S. state and able to start immediately.Demonstrated financial literacy and hands-on experience filing 2025 U.S. taxes, either independently or in consultation with a CPA/tax professional.Comfortable connecting personal Gmail, Google Drive, and financial accounts for secure, project-specific use.Proficient in reviewing and annotating documents, with attention to detail and consistency.Experience applying structured evaluation criteria, rubrics, or participating in model or workflow assessments (e.g., data annotation, RLHF, quality review).Excellent written and verbal communication skills, with a focus on clarity and precision.Familiarity with Google Workspace tools (Docs, Sheets, Drive), and ability to follow digital workflows.

About Micro1: Job DescriptionRole Title: Educator/ Assessor WriterRole Type: ContractorLocation: Remotemicro1 is engaging Educator/ Assessor Writers to contribute expertise on a customer project focused on advanced AI system development. 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. This opportunity is ideal for individuals experienced in evaluating written work against a rubric, examining academic writing, or designing effective assessments. The engagement is fully remote and offers the flexibility to participate alongside other professional obligations.Scope of WorkEvaluate and compare multiple AI-generated written responses for clarity, tone, helpfulness, and adherence to instructions.Assign analytical quality scores based on provided rubrics and guidelines.Compose detailed written rationales justifying each assessment or score.Identify responses that are fluent but unsupported, or comprehensive but not practical for their intended audience.Detect factual errors, internal inconsistencies, and issues affecting reliability or usability.Document findings meticulously and maintain thorough records of decisions and observations.Collaborate asynchronously with project managers and reviewers using digital content review platforms.Preferred QualificationsFirst-language proficiency or fully equivalent fluency in written English.Completed degree from an accredited institution in the United States, Canada, United Kingdom, Ireland, Australia, or New Zealand.Experience marking, grading, or examining written work against set criteria or rubrics.Background in assessment design, instructional design, peer review, thesis supervision, or academic writing support.Keen attention to detail, critical analysis skills, and the ability to deliver objective, well-articulated judgments.Capable of independent remote work and meeting project deadlines.Experience with model evaluation, RLHF, or annotation is an asset but not mandatory.