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About Micro1: Job DescriptionRole Title: Voice Recorder (Korean + English)Role Type: ContractorLocation: Remotemicro1 is engaging Korean Bilingual Experts to participate in a unique language and audio project for a global customer. 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 WorkListen to audio clips and provide accurate transcriptions or evaluations of content in Korean.Record yourself reading provided sentences in your native language, either in a stationary car or a quiet office environment.Create specific background noises (such as seatbelt clicks or window motions) during recordings, when requested, ensuring all recordings are completed with the car stationary.Review and annotate audio data to support the development of speech and language AI models, following detailed project guidelines.Ensure clarity and naturalness in both written and spoken Korean, contributing to datasets that will be used for machine learning and AI research.Submit high-quality audio recordings and written feedback through the project platform, adhering to submission requirements.Comply with all privacy and data usage guidelines, acknowledging that recordings may be retained for ongoing research and system improvement.Preferred QualificationsNative-level fluency in Korean, with the ability to communicate complex ideas effectively in both spoken and written form.At least B2-level proficiency in English to follow instructions and provide basic feedback in English.Strong attention to detail, especially in audio quality, linguistic accuracy, and annotation.Ability to perform tasks independently and consistently meet project deadlines and deliverables.Comfortable working in remote settings using digital platforms and audio tools.Commitment to privacy and ethical data handling, with an understanding of how audio data supports AI development.

About Micro1: Job DescriptionRole Title: Document ReviewerRole Type: ContractorLocation: Remotemicro1 is engaging Document Reviewers to contribute their expertise to a customer’s project involving high-stakes data integrity and security. 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. Contributors will conduct spot-checks of already transformed data, ensuring thorough review and validation of sensitive information, including personally identifiable data. This opportunity is ideal for professionals keen to make a tangible impact in data quality and privacy.Scope of WorkPerform detailed reviews of documents containing personal identifiable information, ensuring accuracy and completeness post-transformation.Conduct spot-checks for missed information or inconsistencies within provided data sets.Identify and flag potential issues related to data integrity, privacy, or formatting.Document findings clearly and concisely, supporting continuous quality improvement efforts.Address qualitative questions as part of comprehensive spot-check reviews.Collaborate with project coordinators to clarify requirements or resolve ambiguities as needed.Preferred QualificationsProven expertise in document review, particularly with sensitive and confidential data.Strong knowledge of personal identifiable information (PII) handling and data privacy practices.Exceptional attention to detail and a methodical approach to quality assurance.Experience with spot-checking and auditing large volumes of data.Clear and effective written and verbal communication skills.Ability to answer qualitative questions and provide rationale for findings.Background in compliance, legal, or data privacy roles is advantageous.

About Micro1: Job DescriptionRole Title: Senior Front-End EngineerRole Type: ContractorLocation: Remotemicro1 is engaging Senior Front-End Engineers to contribute to an innovative customer project focused on AI training. 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 involves close collaboration with talented Designers and other professionals, leveraging your front-end skillset to make a meaningful impact on advanced technology initiatives.Preferred QualificationsDemonstrated mastery in front-end engineering with expert-level proficiency in React and React Native.Strong experience in crafting accessible, responsive interfaces using HTML and CSS.Proven knowledge of UX/UI design principles and experience collaborating closely with Designers.Hands-on experience with Shopify or similar e-commerce platforms.Excellent written and verbal communication skills, with a commitment to providing clear technical feedback.Ability to deliver high-quality work independently and as part of a distributed, multidisciplinary project team.Familiarity with contributing to complex technology projects or AI-driven initiatives is a plus.Process:Apply to the role, filling out the screening questionsComplete AI interview (aprox. 30 minutes)Hiring Manager reviewCompensation StructureCompensation is output-based; experts are paid per task that meets the project specifications. The time required to complete work may vary depending on the expert’s experience and workflow. Minimum submission requirements apply. Experts must submit a minimum of tasks per week.Start Timeline & AvailabilityWe typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24–48 hours of completing onboarding.

About Micro1: Job DescriptionRole Title: Tax Advisor (CPA)Role Type: Contractor (Part Time)Location: Remote (US Only)micro1 is engaging Tax Advising Experts to contribute to a customer's project focused on tax preparation and advisory services. 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 WorkPrepare and review personal (Form 1040) and small business (Schedule C, S-Corp 1120-S, Partnership 1065) income tax returns to ensure accuracy and compliance with current tax laws.Advise on tax optimization strategies and clarify complex tax concepts in clear written and verbal communication for clients.Assess and critique AI-generated tax advice or content against provided rubrics, delivering concise written feedback to drive model improvement.Verify documentation and support clients with questions regarding tax filing status, deadlines, and required forms.Contribute to the development and refinement of evaluation rubrics and grading criteria for tax-related outputs.Stay up to date with changes in federal and state tax codes relevant to client cases and project deliverables.Required QualificationsActive CPA license in good standing, with eligibility to practice in the United States.Extensive experience in preparing and filing both personal and small business tax returns.Proficiency in current federal tax regulations and at least one state's income tax requirements.Exceptional written and verbal communication skills, with a strong ability to translate technical tax topics for diverse audiences.5+ years of professional tax preparation/advisory experience.Preferred QualificationsFamiliarity with AI model evaluation, red-teaming, or providing feedback on machine-generated outputs (e.g., RLHF), though not required.Demonstrated ability in drafting rubrics, assessment guidelines, or scoring criteria for complex subject matter.Experience working with professional tax software such as ProSeries, Lacerte, or Drake is a plus.

About Micro1: Newsletter Writer & EditorJob Type: Contract, Part-time (~20 hours/week)Location: RemoteJob Summary:micro1 is building the go-to weekly read on enterprise AI, focused on AI agent testing and improvement, benchmark releases, and where and why AI systems fail in real-world workflows.We’re looking for a Newsletter Writer & Editor to own the publication end-to-end from editorial planning and writing to contributor coordination and audience growth. If you want to help shape how enterprise AI reliability gets talked about, this is a fun one to own.Key Responsibilities:Write, edit, and publish a high-quality weekly newsletter on enterprise AI.Research and turn complex AI developments into clear, engaging stories.Own the editorial calendar and weekly publishing schedule.Coordinate internal and external contributors.Develop new formats, hooks, partnerships, and promotion ideas to grow readership.Maintain a consistent editorial voice and quality across every edition.Required Skills and Qualifications:Experience writing or managing a newsletter.Ability to write about AI and technology clearly, without unnecessary hype or jargon.Understanding of what drives newsletter engagement and readership.Editorial judgment and ability to identify compelling topics and angles.Entrepreneurial mindset and interest in building something from the ground up.Ability to independently manage the publication week to week.