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About Micro1: Job Title: Thai Language ExpertJob Type: ContractorLocation: RemoteJob Summary: 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.Key Responsibilities:Review and correct machine-generated Thai transcriptions for high accuracy and contextual relevance.Record yourself reading finalized Thai transcriptions in a clear and natural manner.Ensure all recordings are produced in a quiet environment with minimal background noise.Perform precise captioning and transcription tasks while adhering to project guidelines.Collaborate remotely with the customer’s team, providing feedback and suggestions for process improvement.Maintain meticulous attention to detail when verifying audio, written, and captioned materials.Adhere to high standards for audio quality using reliable recording equipment (standard laptop microphones are acceptable).Required Skills and Qualifications:Fluentproficiency in Thai, with exceptional pronunciation and diction.Demonstrated experience with voice acting, transcription, or captioning in Thai.Excellent verbal and written communication skills in both Thai and English.Strong attention to detail for identifying and correcting subtle errors.Ability to work independently in a fully remote setup.Access to a quiet recording environment and quality audio equipment.Proficiency with basic recording software and collaborative online tools.Preferred Qualifications:Prior experience working with AI, speech technology, or voice data projects.Background in linguistics, media, or content localization.Experience collaborating with global, remote teams.

About Micro1: Job Title: Credit Investment AnalystJob Type: ContractorLocation: RemoteJob Summary: 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.Key Responsibilities:Leverage deep knowledge of credit and debt investing to evaluate and analyze a broad range of credit instruments, including high yield bonds, leveraged loans, and structured credit products.Conduct thorough underwriting and due diligence reviews, assessing capital structures, covenants, and liquidity profiles to inform robust investment recommendations.Develop and refine cash flow, 3-statement, LBO, and downside/stress-case models to assess default risk, recovery analysis, sponsor quality, and refinancing risks.Analyze spreads, yields, and relative value opportunities across public and private credit markets to optimize risk-adjusted returns in portfolio construction.Review complex legal documentation, focusing on covenant packages and protections for various credit structures.Collaborate with the customer’s team to deliver incisive, well-articulated written and verbal insights that drive investment decision-making.Maintain up-to-date industry knowledge, monitoring market dynamics, industry cyclicality, and emerging risks to inform ongoing portfolio management.Required Skills and Qualifications:2–6 years of experience in credit investing, underwriting, leveraged finance, or a related field, with direct transaction and investment recommendation exposure.Expertise in analyzing cash flow statements, debt structures, covenants, and liquidity profiles for leveraged and private credit investments.Advanced financial modeling capabilities, including 3-statement, LBO, downside, and stress-case scenarios.Solid understanding of default risk, recovery analysis, refinancing risk, and sponsor evaluation.Demonstrated ability to assess spreads, yields, relative value, and risk-adjusted returns within a portfolio construction context.Outstanding written and verbal communication skills, with a commitment to clarity and precision in complex analyses.Strong attention to detail and critical thinking in structured and public credit transactions, including CLOs.Preferred Qualifications:Top performers from investment banking (LevFin, FIG, M&A), private credit or credit hedge funds, rating agencies, or restructuring advisory backgrounds.Significant experience with direct underwriting and investment recommendation processes.Commercial banking professionals with advanced modeling and credit structuring exposure are also encouraged to apply.

About Micro1: Job Title: AI Evaluation SpecialistJob Type: ContractorLocation: RemoteJob Summary: 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. Key Responsibilities:Design and implement self-contained evaluation tasks, including prompts, supporting files, and detailed grading rubrics to assess AI performance on practical computer-based workflows.Define clear, unambiguous written criteria for what constitutes successful and unsuccessful task completion across diverse administrative and workflow scenarios.Meticulously observe and document AI agent behaviors, producing crisp, precise summaries and reports in high-quality English.Iterate and refine evaluation tasks and rubrics based on feedback and team collaboration to ensure robust benchmarking methodologies.Work cross-functionally across a wide range of domains, adapting evaluation frameworks as project requirements evolve.Collaborate with the customer's team to share insights and help drive continuous improvement in AI evaluation techniques.Champion meticulousness, structured observation, and clear written communication throughout all project deliverables.Required Skills and Qualifications:Minimum 3 years of experience in roles emphasizing written precision and structured thinking—such as paralegal, executive assistant, junior analyst, librarian, document archival specialist, research assistant, technical writer, QA analyst, etc.Native or fluent in English writing, with a demonstrated ability to produce observations that are succinct, specific, and unambiguous.Proven skill in designing or applying rubric-based evaluation, grading against set criteria, or building structured scoring frameworks.High attention to detail and ability to notice subtle patterns or inconsistencies others might miss.Exceptional written and verbal communication skills, especially for documenting nuanced observations and feedback.Fluency in navigating computers, common SaaS tools, web browsers, file management, and document editing platforms.Strong self-direction, with the ability to independently take ownership of ambiguous or loosely defined projects.Preferred Qualifications:Prior experience evaluating AI outputs or participating in technology-driven process improvement projects.Background in developing or refining evaluation rubrics or scoring methodologies.Comfort working across multiple domains and adapting quickly to new types of workflow challenges.

About Micro1: Job Title: Household Data Specialist - Video CaptureJob Type: ContractorLocation: Remote, US-based.Job SummaryHelp train the next generation of personal robotics. You'll capture high-quality video demonstrations of everyday household tasks using a UMI gripper, a wearable device that mimics a robot's hand while letting you perform tasks naturally. Your demonstrations become training data that teaches robots how to operate in real homes.Key ResponsibilitiesCapture and submit high-quality, specification-compliant video demonstrations of everyday household tasks using a UMI gripper wearable device.Follow detailed, task-specific instructions to ensure all recordings meet rigorous project standards.Review feedback from assigned reviewers and iteratively refine your approach to improve data quality.Operate and set up recording equipment and the UMI gripper to accurately mimic real-world hand movements while performing tasks.Communicate proactively and clearly with the customer’s project team, both in writing and verbally.Maintain a consistent weekly workflow to meet the minimum approved data requirements.Required Skills and QualificationsKeen attention to detail and demonstrated ability to follow complex specifications precisely.Manual dexterity and experience with physical task precision in varied household environments.Comfort with operating, wearing, and setting up specialized devices and recording equipment.Capacity to incorporate feedback and make iterative improvements to processes and outputs.Strong written and verbal communication skills, including openness to prompt feedback exchanges.Reliable access to a fully equipped U.S. household (kitchen, living spaces, and common items).Ability to upload large video files via stable, high-speed internet from your home environment.Preferred QualificationsGenuine curiosity about personal robotics, AI, and emerging technology in home environments.Prior experience participating in data collection, usability studies, or similar hands-on projects.Patience for repetitive, precision-oriented work and willingness to adapt as project needs evolve.Compensation structureThis is a Pay-Per-Task (PPT) project. You're paid per hour of approved data that meets the project specifications:$30 per approved hour during the pilot phase$60 per approved hour after calibration, once quality benchmarks are consistently metAs a planning benchmark, expect roughly 2 hours of review work per 1 hour of approved data early on, an effective rate of $30/hr at the pilot stage. That ratio typically improves with familiarity, and the post-calibration rate compounds the upside.Start Timeline & AvailabilityWe typically fill roles within 48 hours, so we're looking for teammates who are ready to jump in. If selected, we'd love for you to start your first task as soon as you move forward with your application. The expectation is to begin completing tasks within ~24 hours of completing onboarding.Equipment RequirementsThis project involves performing household tasks while wearing a VR headset and a pair of wearable hand-tracking gloves that capture your hand movements and the visual demonstration. All equipment will be shipped to you at no cost, with full setup and usage instructions provided during onboarding. Please ensure your home environment meets the space, lighting, and connectivity requirements covered during onboarding.

About Micro1: Job Title: Data ScientistJob Type: ContractorLocation: RemoteJob Summary: 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.Key Responsibilities:Design, develop, and implement advanced machine learning models for AI training initiatives.Analyze and interpret large, complex datasets to guide project strategies and decision-making.Collaborate with cross-functional teams to understand project requirements and deliver actionable insights.Evaluate the efficacy of data-driven solutions through rigorous validation and performance testing.Document methodologies, findings, and procedures with clarity and precision for technical and non-technical stakeholders.Maintain high standards of data quality, privacy, and security throughout all project phases.Continuously research and integrate cutting-edge data science techniques and tools into project workflows.Required Skills and Qualifications:Minimum 5 years of hands-on experience as a Data Scientist with a proven track record in AI/ML projects.Expert proficiency in Python, R, or similar programming languages for data analysis and model building.Strong knowledge of statistical analysis, data mining techniques, and machine learning algorithms.Exceptional written and verbal communication skills, enabling clear technical documentation and stakeholder collaboration.Experience working with large-scale, structured and unstructured datasets.Ability to work autonomously and proactively in a fully remote setting.Demonstrated commitment to detail, curiosity, and a passion for delivering data-driven solutions.Preferred Qualifications:Experience contributing to or leading AI training projects.Background in deep learning, NLP, or reinforcement learning frameworks.Familiarity with cloud-based data processing and model deployment tools (e.g., AWS, GCP, Azure).