We are seeing a part-time contract data/list analyst who spends real hands-on time in our multi-channel contact database (mail, email, text, phone) someone who digs into the lists themselves to spot patterns and problems, uses that analysis to define the work, and then directs a small VA team to execute it.

We are seeking a skilled freelancer to assist with list building tasks. The ideal candidate will have experience in organizing data into a list format and ensuring accuracy. Responsibilities include creating lists of contacts, potential clients, or other relevant data points. Attention to detail and proficiency in Microsoft Excel are essential.

We're seeking a highly organized, proactive Administrative and Operations Coordinator to support our forensic accounting firm. The ideal candidate will manage administrative tasks, coordinate operations, and ensure smooth day-to-day activities. Responsibilities include handling data entry, providing customer service, and supporting the team with administrative support. The role requires proficiency in Microsoft Excel and strong communication skills.

We are an early-stage company developing a road-hazard measurement system. We need a US-based technical contractor to collect real-world driving data: forward-facing road video paired with motion-sensor logs from an Android app we provide, driven over road defects that have documented municipal 311 reports. This is field work combined with light data extraction. It is not remote analysis and it is not software development. The most important qualification is precision. Data quality here depends entirely on consistent setup and repeatable execution — same mount position, same speeds, same route, every session. We are looking for someone with an engineering, QA, field-testing, or research background who understands why that matters and will flag deviations rather than paper over them. REQUIRED: YOUR CITY MUST PUBLISH 311 DATA A core part of this project is cross-referencing our sensor measurements against publicly reported road defects. You must be located in a US city that publishes 311 / service-request / road-defect data as downloadable open data (for example via an open data portal or SeeClickFix). We will ask you to link to it in your application. If your city does not publish this data, this project is unfortunately not a fit. SCOPE OF WORK Milestone 1 — 311 extract and route proposal (desk work, no driving) • Pull your city's open 311 / road-defect reports for the last 24 months • Deliver as a spreadsheet: report ID, date reported, location or coordinates, category or description, status, and date closed where available • Include the source URL and date pulled • From that data, propose a driving route covering 6-10 pothole locations, favoring reports that are still open or recently reported • Do not clean, filter, or interpret the underlying data — deliver it as extracted Milestone 2 — Setup and test session • Install our Android app and mount two phones per a written protocol we provide • Drive the proposed route once, making repeat passes over each target defect at specified speeds • Upload video and session data, plus a written session log Milestone 3 — Full collection (scope and price agreed after Milestone 2) • Additional sessions with repeat passes, per protocol We evaluate at each milestone before proceeding. Milestone 1 is the entry point for everyone. REQUIREMENTS • Located in the United States, in a city with published open 311 / road-defect data • Own vehicle, valid license and insurance • Android phone, Android 10 or newer, available to run our logging app (required — the app is not available on iOS) • Second phone capable of recording 1080p video • Two rigid phone mounts, or willingness to purchase them (reimbursed) • Comfortable with spreadsheets and downloading data from an open data portal • Able to follow a written technical protocol precisely and document any deviation NICE TO HAVE • Engineering, QA, field testing, or research background • Experience with accelerometer, IMU, or other sensor data • Familiarity with your municipality's open data portal or Open311 APIs WHAT WE PROVIDE • The Android logging application • A written field data collection protocol covering mounting, speeds, session procedure, and logging • Reimbursement for phone mounts and mileage • Coverage for any vehicle damage arising from the collection work A note on that last point, since we would rather be upfront: this work involves deliberately driving over road defects at moderate speeds. We consider damage unlikely at the speeds specified, but if anything happens to your vehicle during a session, we cover it. A short mutual NDA is signed before we share the application and protocol. Milestone 1 requires no confidential material from us. BUDGET Fixed price per milestone. Milestone 1 is posted at $75. Milestones 2 and 3 are agreed separately based on scope and are substantially larger. When you apply, please answer the three screening questions directly. Proposals that skip them will not be reviewed.

We’re looking for US-based freelancers to help with AI training and evaluation work. What you’ll do: Review and compare AI-generated responses Check answers for accuracy and quality Write short explanations for your decisions Follow project-specific guidelines Requirements: Based in the US with valid US work authorization Strong written English Good attention to detail Able to follow instructions carefully Preferred, but not required: Bachelor’s degree Previous Outlier or similar AI training experience Software development or technical background Some projects may require a short AI-based interview or qualification screening before starting. When applying, please briefly share your background and any relevant AI training, Outlier, data annotation, or technical experience.

Title: Data Auditor — Professional Licensing & Requirements Spreadsheet (Excel, 50 States) Overview We have a completed research spreadsheet covering continuing education (CE) requirements for licensed professionals across all 50 U.S. states. The data was collected by a human researcher and includes license types, renewal cycles, CE hour requirements, mandatory specialty topics, and regulatory citations. The spreadsheet has multiple tabs and approximately 600+ rows. We need someone to audit and clean this data — not to re-research it from scratch, but to review what exists, identify inconsistencies and structural problems, and standardize the formatting so the data is reliable and internally consistent. What the work involves: Review each sheet for accuracy against the cited source URLs Identify and flag cells where notes, qualifications, or caveats are embedded inside data fields (e.g., asterisk annotations mixed into numeric values) Standardize inconsistent formatting across equivalent columns Resolve duplicate or misaligned column headers Flag any data that appears outdated, ambiguous, or unsupported by the cited source Deliver a clean version of the spreadsheet with a brief audit log documenting what was changed and why Redesigning the columns or categorization structure for clarity, filtering, ranking, and systemic understanding. WHAT THE END RESULT SHOULD LOOK LIKE: The cleaned spreadsheet will serve as the authoritative source for future product and content development. Clear organization, consistent formatting, and accurate citations to government administrative code are the primary deliverables. The end result should answer the business goals and objectives. What we are looking for Someone with demonstrated experience auditing regulatory or compliance data — ideally in healthcare, legal, or professional licensing contexts. You must be comfortable reading administrative code citations and verifying data against government websites. Attention to detail and accuracy matter more than speed. We will ask for a small paid sample task before awarding the full contract. Engagement Fixed price Estimated 1–3 months depending on pace Regular check-ins via Zoom NDA required

**Real Estate Market Researcher — Multifamily Property Owner Data** We're looking for a detail-oriented researcher to help us map out multifamily property owners and their portfolios. You'll work through lists of owners, dig into how many properties and units each one holds, and confirm the numbers through your own research. If you like chasing down answers and getting the data right, this is for you. What you'll do: - Research lists of property owners and determine how many multifamily properties and units each holds in their portfolio - Verify all data and cross-check it against public websites and other proprietary sources to confirm accuracy - Maintain clean, organized output in Google Sheets and Airtable - Run independent research using LinkedIn, company sites, and other public sources to fill gaps and resolve conflicting numbers - Flag issues, take initiative to find solutions, and keep us updated on progress You should be: - Proficient with Airtable, LinkedIn, and Google Sheets - Comfortable working autonomously and driving research without hand-holding - Detail-oriented, organized, and a strong communicator

Create a Compare Table reflecting the differences between Two Handbooks in word format. Needs to be started today July 28, 2026. This project is for myself. More information will be provided at discussion. A draft is needed today.

We're looking for a dependable and detail-oriented Virtual Administrative Assistant to support a small business owner with routine online administrative tasks. This is an ongoing position with a very light workload Tasks may include: * Completing online forms and applications * Internet research * Managing emails * Data entry * Uploading documents * Other general administrative tasks Most work will be completed independently using secure access to our business systems. We're looking for someone who is organized, trustworthy, responsive, and comfortable working with online tools. If this sounds like a good fit, we'd love to hear from you.

Hiring up to 10 people. Your responsibilities will include organizing raw data, ensuring accuracy, and preparing it for analysis. You must have a gmail account for this task. If you have multiple gmail accounts, it would be better.