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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.

About Micro1: Job DescriptionRole Title: Lawyer/Legal WriterRole Type: ContractorLocation: Remotemicro1 is engaging Lawyer/Legal Writers to participate in an evaluation and analysis opportunity focused on advanced AI system development for a customer project. 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 is an evaluative engagement: you will assess and analyze written legal content, not provide legal advice or representation. There is no attorney-client relationship, and your professional judgment about written argument is the core value. The focus is on those skills lawyers employ daily — discerning whether writing is precise, properly qualified, pitched to the appropriate audience, and free from unwarranted overstatement. Recognizing confidently stated but unsupported writing is central to the project.Scope of WorkEvaluate and compare multiple AI-generated written responses to legal and technical prompts for clarity, tone, and compliance with instructions.Assign analytical quality scores and compose detailed rationales for each assessment.Identify responses that sound authoritative but lack precision, contain overstatements, or present unsupported claims.Detect inconsistencies, ambiguities, or factual inaccuracies in digital content.Document findings and insights meticulously in online review platforms.Collaborate asynchronously with project managers and reviewers to ensure consistent evaluation standards.Work independently while managing deliverables and deadlines per project requirements.Preferred QualificationsEnglish as a first language or fully equivalent written fluency.Qualifying law degree from a university in the United States, Canada, United Kingdom, Ireland, Australia, or New Zealand.Demonstrated experience drafting briefs, motions, memoranda, legal opinions, or regulatory submissions.Background in reviewing, editing, or supervising legal writing by junior lawyers, trainees, or paralegals.Strong ability to assess whether content is tailored appropriately for legal, regulatory, client, or public audiences.Exceptional attention to detail, critical analysis, and written communication skills.Experience with digital document review platforms or annotation tools is desirable; familiarity with model evaluation or RLHF is a plus but not required.

About Micro1: Job DescriptionRole Title: Journalist/WriterRole Type: ContractorLocation: Remotemicro1 is engaging Journalist/Writers to participate in a project evaluating advanced AI-generated writing. 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 WorkAssess multiple AI-generated responses to writing prompts, comparing their clarity, tone, helpfulness, and fidelity to the given instructions.Assign analytical quality scores to each response and provide concise, well-reasoned written rationales explaining your decisions.Identify writing that reads persuasively but contains inaccuracies, lacks support, or deviates from the intended brief.Detect factual errors, logical inconsistencies, and issues of internal coherence in written content.Document your evaluations thoroughly using digital content review platforms and project-provided tools.Collaborate asynchronously with project managers and reviewers to maintain evaluation standards and consistency.Work independently to deliver assigned evaluations within project timelines.Preferred QualificationsNative or near-native written fluency in English, with a university degree completed at an institution in the United States, Canada, United Kingdom, Ireland, Australia, or New Zealand.Professional background as a journalist, reporter, editor, copy editor, sub-editor, fact-checker, ghostwriter, or published author.Proven expertise in technical writing, content evaluation, critical analysis, and written communication.Demonstrated experience editing or fact-checking others’ work against a style guide or editorial standards.Keen attention to detail and strong ability to judge writing for accuracy, clarity, and audience suitability.Comfort working independently and delivering high-quality assessments remotely.Experience with annotation, AI model evaluation, or digital content review platforms is a plus but not mandatory.

About Micro1: Job DescriptionRole Title: Spanish Language Expert Role Type: ContractorLocation: Remotemicro1 is engaging Spanish Transcription Experts to support a high-impact project for an innovative 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 WorkTranscribe audio samples with precision, accurately capturing both Spanish and English content as required.Review, edit, and proofread transcriptions to ensure clarity, consistency, and linguistic accuracy.Annotate audio files with relevant metadata and contextual notes to enhance AI training datasets.Collaborate with project coordinators to clarify assignment guidelines and adapt to evolving project specifications.Deliver completed transcription assignments within established timelines and meet or exceed quality benchmarks.Provide constructive feedback on workflow processes, tool usability, and any linguistic challenges encountered during assignments.Preferred QualificationsNative or near-native fluency in Spanish, with advanced comprehension of both spoken and written Spanish.Professional experience in audio transcription, particularly where high accuracy and attention to detail are essential.Demonstrated commitment to producing high-quality language data and maintaining rigorous quality standards.Familiarity with industry-standard transcription platforms or tools.Strong skills in both written and verbal communication, including the ability to document findings and clarify ambiguities.Proven ability to manage multiple concurrent assignments and adapt to changing project needs.Previous experience in AI training, data annotation, or language resource development is a plus.

About Micro1: Job DescriptionRole Title: Hindi Language Expert Role Type: ContractorLocation: Remotemicro1 is engaging Hindi Transcription Experts to contribute to a high-impact project for an innovative 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 WorkTranscribe audio samples with precision, capturing both Hindi and English content accurately and consistently.Review and edit transcriptions to ensure the highest quality and linguistic accuracy, correcting errors and inconsistencies as necessary.Annotate audio files by adding relevant metadata and contextual notes that support AI training requirements.Collaborate with project coordinators to clarify transcription guidelines and adapt to evolving project specifications.Submit completed transcription assignments in alignment with established project milestones and quality benchmarks.Provide actionable feedback on tools, workflow processes, and linguistic challenges encountered during transcription tasks.Preferred QualificationsNative-level fluency in Hindi, with strong comprehension of both spoken and written forms.Demonstrated professional experience in high-accuracy Audio Transcription, particularly with complex or varied content.Keen attention to detail and a commitment to delivering precise, high-quality language data.Familiarity with industry-standard transcription platforms or tools.Excellent written and verbal communication abilities, with a focus on clarifying ambiguities and documenting insights effectively.Adeptness at balancing multiple assignments and adapting to changing project requirements.Experience with AI training, data annotation, or linguistic resource development is advantageous.