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About Micro1: Job Title: Software DeveloperJob Type: ContractLocation: 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, implement, and maintain scalable back-end and full-stack applications using Python, Rust, GoLang, Java, or Node.js.Collaborate closely with cross-functional team members to deliver high-quality software solutions that meet evolving business requirements.Write clean, efficient, and well-documented code, following best software engineering practices.Troubleshoot, debug, and optimize existing codebases to improve performance and reliability.Participate in code reviews, technical discussions, and architectural planning to drive continuous improvement.Contribute to the full software development lifecycle, from concept and design to testing and deployment.Maintain clear, concise, and thoughtful written and verbal communication across distributed teams.Required Skills and Qualifications:1+ years of hands-on experience in software development with one or more of the following: Python, Rust, GoLang, Java, Node.js, Android, IOS or full-stack development (backend or full-stack).Proficiency in building scalable, reliable, and maintainable software systems.Experience working in remote, collaborative, and agile environments.Expertise in modern development tools, version control systems, and CI/CD pipelines.Strong problem-solving skills with keen attention to detail.Excellent written and verbal communication skills, with a high standard for clarity and professionalism.Self-driven, proactive, and able to work independently in a distributed setting.Preferred Qualifications:Experience with cloud platforms such as AWS, GCP, or Azure.Knowledge of DevOps principles and containerization technologies.Background in mentoring or leading small engineering teams.

About Micro1: Job DescriptionJob Title: Commercial Space Architect, Warehouse DesignerJob Type: Full-timeLocation: RemoteThe RoleWe're looking for a Commercial Space Architect to design and optimize the physical environments that support robotics, hardware, and AI operations. This role combines architecture, industrial design, and operational systems thinking to create facilities that maximize throughput, safety, and scalability.You'll help shape warehouses, labs, and production environments by translating technical requirements into high-performance spaces that enable efficient human and machine workflows.What You'll DoReview and evaluate facility layouts, identifying risks and optimization opportunities across robotics operations, repair areas, charging infrastructure, receiving, storage, QC, network rooms, and operator workspaces.Assess facilities for operational readiness, including power, HVAC, networking, security, life safety, loading access, and infrastructure constraints.Optimize layouts to improve throughput, equipment uptime, workflow efficiency, and space utilization.Analyze adjacency and workflow design to support seamless movement of people, robots, and materials.Partner with Operations, Engineering, Facilities, Real Estate, Safety, and Finance teams to develop scalable facility solutions.Identify design and infrastructure risks early, enabling better site selection and buildout decisions.Help create modern, high-performance environments that support advanced technical operations.What We're Looking ForExperience in commercial architecture, industrial facilities, warehouse planning, or manufacturing environments.Strong understanding of operational workflows, facility systems, and space optimization.Ability to review technical floor plans and translate requirements into practical buildout recommendations.Proficiency with AutoCAD, Revit, SketchUp, Rhino, or similar design tools.Excellent communication and stakeholder management skills.Systems-thinking mindset with a focus on efficiency, scalability, and safety.PreferredExperience with robotics, hardware labs, warehouse automation, manufacturing, fulfillment, or data center environments.Background in architecture, industrial design, engineering, or a related technical field.

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 DescriptionJob TitleCNC Manufacturing Documentation Reviewer / CNC Job Pack ExpertAbout the RoleWe are looking for experienced CNC manufacturing professionals to review real-world CNC job packs submitted by manufacturing companies, CNC shops, machinists, or production teams.The role involves checking whether submitted CNC documentation is authentic, technically relevant, complete, and suitable for use in an AI evaluation / manufacturing workflow research project.The submitted materials may include engineering drawings, CAD/CAM files, G-code, setup sheets, tooling lists, process plans, inspection reports, material certificates, control plans, job cards, and other manufacturing documentation.This is a reviewer role, not a design or programming role. The main responsibility is to evaluate the quality and completeness of submitted CNC job packs.ResponsibilitiesThe expert will be expected to:Review submitted CNC job packs and confirm whether they appear to come from real CNC manufacturing work.Check that files are not publicly available, AI-generated, generic, or artificially created.Verify whether all files belong to the same part, job, drawing number, customer part number, or production workflow.Evaluate technical completeness of each job pack.Review engineering drawings, ballooned drawings, tolerances, material specifications, setup sheets, tool lists, process flow charts, control plans, and inspection documents.Check whether CNC production artifacts such as G-code, CAM output, toolpath documents, or setup instructions are meaningful and connected to the job.Identify missing or weak artifacts.Flag confidential, personal, customer, or company-sensitive information that should be redacted.Provide a short quality assessment and recommendation: accept, accept with minor issues, request more information, or reject.Required ExperienceCandidates should have practical experience with at least some of the following:CNC milling and/or CNC turningReading engineering drawings and GD&T/tolerancesCNC setup sheets and machining instructionsCAD/CAM workflowsG-code / NC filesTooling lists and cutting toolsProcess routing / job cards / travelersInspection reports, QC checklists, CMM reports, or control plansMaterial certificates / mill test reportsReal shop-floor manufacturing documentationWhat You Will ReviewA strong CNC job pack may include:Customer request, RFQ, PO, or internal work orderJob card / route card / travelerEngineering drawing or ballooned drawingCAD files such as STEP, IGES, DXF, DWG, or native CADCAM files, toolpath exports, operation sheets, or setup sheetsG-code / NC filesTooling listCNC setup instructionsProcess flow chart or control planMaterial specification or mill test certificateRaw material inspection reportIn-process inspection reportFinal inspection report / CMM reportPhotos of the part, setup, fixture, or machining processCandidate RequirementsApplicants should:Have direct experience in CNC manufacturing, CNC programming, machining, or manufacturing quality control.Be comfortable reviewing technical drawings and manufacturing documents.Understand what real CNC job documentation looks like.Be able to identify incomplete, fake, public, or low-value files.Be detail-oriented and able to provide clear written feedback in English.Be available for part-time, project-based review work.