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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.

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About Micro1: Job DescriptionRole Title: Urdu Transcription ExpertRole Type: ContractorLocation: Remotemicro1 is engaging Urdu Transcription Experts to participate in a dynamic project for a valued 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 Work:Transcribe audio and video content in Urdu with exceptional accuracy and attention to linguistic nuances.Review and refine existing Urdu transcriptions, ensuring clarity, consistency, and fidelity to spoken content.Annotate transcripts with relevant metadata and speaker details as required by project guidelines.Collaborate remotely with fellow linguistic experts and project managers to address queries and improve processes.Apply in-depth knowledge of Urdu grammar, spelling, and colloquial expressions to deliver polished transcripts.Maintain a high standard of written and verbal communication throughout all project interactions.Meet deliverable quality standards and align with project timelines for submission of transcription tasks.Preferred Qualifications:Native or near-native proficiency in Urdu, including strong command of regional dialects and contemporary usage.Demonstrated experience in transcription, translation, or linguistic annotation projects, particularly in Urdu.Expert attention to detail and a commitment to producing error-free transcriptions.Strong written and verbal communication skills, with the ability to provide clear feedback and explanations.Familiarity with digital transcription tools and best practices for managing multimedia content.Proficiency in using remote collaboration platforms to communicate and coordinate with project participants.Adaptability and eagerness to engage with innovative projects in language technology and data annotation.

About Micro1: Job DescriptionRole Title: Bengali Transcription ExpertRole Type: ContractorLocation: Remotemicro1 is engaging Bengali Transcription Experts to participate in a customer's project focused on high-quality language data. 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:Transcribe Bengali audio recordings and video content with high accuracy and attention to detail.Ensure correct representation of accents, dialects, and linguistic nuances in the transcribed text.Review and edit machine-generated transcripts for errors and inconsistencies, refining them for clarity and correctness.Label and annotate transcription data according to project-specific guidelines and standards.Communicate effectively with project coordinators to resolve ambiguities and uphold quality benchmarks.Meet defined project milestones and deliverables through consistent, reliable participation.Utilize provided tools and platforms for submission and quality control of deliverables.Preferred Qualifications:Native or near-native proficiency in Bengali, with excellent command of spelling, grammar, and syntax.Demonstrated experience in transcription, translation, linguistics, or related language work.Exceptional written and verbal communication skills, with a commitment to clarity and accuracy.Familiarity with regional variations and cultural context in Bengali language usage.Strong attention to detail and ability to maintain focus on repetitive tasks while ensuring quality.Comfort working independently in a remote, digital environment.Adaptable, responsive, and able to incorporate feedback to improve deliverable quality.

About Micro1: Job DescriptionRole Title: Gujarati Transcription ExpertRole Type: ContractorLocation: Remotemicro1 is engaging Gujarati Transcription Experts to contribute to a dynamic project for a valued 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 Work:Listen to and accurately transcribe audio content in Gujarati into written text, ensuring language authenticity and contextual integrity.Review, proofread, and edit transcriptions for clarity, grammatical accuracy, and fidelity to the original audio.Annotate linguistic nuances, cultural references, or regional dialects present in the source material.Collaborate with project coordinators and provide feedback on transcription guidelines and tools.Maintain consistency in style, formatting, and terminology across all assigned submissions.Meet established project milestones and deliverables in accordance with outlined requirements.Provide timely written and verbal communication regarding project progress, queries, or potential issues.Preferred Qualifications:Native or near-native proficiency in spoken and written Gujarati, with deep familiarity with regional variations.Demonstrated experience in audio transcription, captioning, or linguistic annotation, particularly in Gujarati.Exceptional attention to detail and ability to maintain high accuracy in text conversion and review.Strong written and verbal communication skills for clear collaboration and reporting.Ability to work independently and manage deadlines efficiently in a remote context.Knowledge of transcription software and tools is a plus.Interest in language technology, AI, or related projects is advantageous.