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About Micro1: Job DescriptionRole Title: Junior Data ScientistRole Type: ContractorLocation: RemoteAbout the Role micro1 is partnering with a leading AI lab to hire data scientists and quantitative professionals from top companies. You'll bring rigor to how AI models handle statistics, machine learning, experimentation, and quantitative reasoning.Scope of WorkEvaluate AI model outputs on data science, statistics, ML, and quantitative problemsCreate expert-level prompts, datasets, and reference solutionsIdentify flawed methodology, statistical errors, and weak quantitative reasoningProvide structured feedback that improves model capabilityPreferred QualificationsAt least one year of experience working at a top company (tech, finance, or research), with at least part of this experience within the past 3 yearsBased in an English-speaking countryClear written communication of technical and statistical concepts

About Micro1: Job DescriptionRole Title: SHIP Medicare CounselorRole Type: ContractorLocation: RemoteTime Commitment: 20-30 hours/week, short-term projectmicro1 is looking for SHIP Medicare Counselors to help evaluate and improve AI systems on Medicare topics. You’ll use your counseling experience to check that questions sound like real beneficiaries and that answers are correct and useful. Accuracy comes first, then usefulness to people from all walks of life. No AI experience is required; your counseling expertise is what matters.Scope of WorkReview sample Medicare questions and flag any that don’t reflect what real beneficiaries ask.Write rubrics defining a correct, complete answer for enrollment scenarios, including initial enrollment, special enrollment periods, and Part B late penalties.Cover Medigap vs. Medicare Advantage and Part D plan comparison in your rubrics, including key differences and when each option fits.Evaluate AI-generated answers against your rubrics, flagging errors, omissions, and outdated guidance.Give clear written feedback to the project team, working asynchronously.Required QualificationsActive or recent SHIP certification, or former SSA Medicare enrollment experience1+ years advising on initial enrollment, special enrollment periods, Part B late penalties, Medigap vs. Medicare Advantage, and Part DBased in the USAble to start quickly and commit 20-30 hours/weekClear, precise writingNice to HaveExperience creating guides, training materials, or rubrics for Medicare counselingExperience counseling a diverse range of beneficiaries, including rural and non-English-speaking clients

About Micro1: Job DescriptionRole Title: Medicare Enrollment SpecialistRole Type: ContractorLocation: RemoteTime Commitment: 20-30 hours/week, short-term projectmicro1 is looking for Medicare Enrollment Specialists to help evaluate and improve AI systems on Medicare topics. You’ll use your Social Security or employer benefits experience to check that questions sound like real beneficiaries and that answers are correct and useful. Accuracy comes first. No AI experience is needed; your domain knowledge is what matters.Scope of WorkReview sample questions about signing up for Medicare and flag any that don’t sound like what real people ask.Write rubrics that define a correct, complete answer on initial enrollment, special enrollment periods, and Part B late penalties, including how enrollment ties to Social Security benefits.Cover Medigap vs. Medicare Advantage and Part D in your rubrics, with a focus on scenarios involving employer or retiree coverage.Cover how employer coverage interacts with Medicare, including employer size, primary vs. secondary coverage, COBRA, and creditable coverage.Evaluate AI-generated answers against your rubrics, flagging errors, omissions, and common misconceptions.Share clear written feedback with the project team, working asynchronously.Required QualificationsFormer SSA Medicare enrollment experience, or employer benefits/HR experience advising employees on Medicare1+ years advising on initial enrollment, special enrollment periods, Part B late penalties, Medigap vs. Medicare Advantage, and Part DWorking knowledge of Social Security and employer coverage coordination, including creditable coverageUS-basedAble to start quickly and commit 20-30 hours/weekClear, precise writingNice to HaveExperience with premium adjustments (such as IRMAA), working while enrolled, or HSA rules alongside MedicareExperience creating guides, counseling scripts, or training materialsExperience helping a diverse range of beneficiaries, including rural and non-English-speaking clients

About Micro1: Job DescriptionRole Title: Passport Acceptance AgentRole Type: ContractorLocation: RemoteTime Commitment: 20-30 hours/week, short-term projectmicro1 is looking for Passport Acceptance Agents to help evaluate and improve AI systems on passport topics. You’ll use your front-counter experience to check that questions sound like real applicants and that answers are correct and useful. Accuracy comes first. No AI experience is needed; your domain knowledge is what matters.Scope of WorkReview sample passport questions and flag any that don’t sound like what real applicants ask.Write rubrics that define a correct, complete answer on new applications, renewals, and replacements, including forms, fees, and processing options.Cover identity and citizenship documents, photo requirements, and applications for minors in your rubrics.Evaluate AI-generated answers against your rubrics, flagging errors, omissions, and outdated guidance.Share clear written feedback with the project team, working asynchronously.Required QualificationsCurrent or recent passport acceptance agent designation (post office, county clerk, library, or similar)1+ years helping the public with passport applicationsWorking knowledge of forms, fees, ID and citizenship documents, and rules for minorsUS-basedAble to start quickly and commit 20-30 hours/weekClear, precise writingNice to HaveExperience with lost, stolen, or damaged passports and name changesExperience creating guides, checklists, or training materialsExperience helping a diverse range of applicants, including rural and non-English-speaking customers

About Micro1: Job DescriptionRole Title: Consular Officer / Passport SpecialistRole Type: ContractorLocation: RemoteTime Commitment: 20-30 hours/week, short-term projectmicro1 is looking for former Consular Officers and Passport Specialists to help evaluate and improve AI systems on passport and citizenship topics. You’ll use your State Department experience to check that questions sound like real applicants and that answers are correct on complex cases. Accuracy comes first. No AI experience is needed; your domain knowledge is what matters.Scope of WorkReview sample passport and citizenship questions and flag any that don’t sound like what real people ask.Write rubrics that define a correct, complete answer for complex cases, such as lost, stolen, or damaged passports, name changes, and citizenship documentation.Cover situations involving minors, custody, and applicants born or living abroad in your rubrics.Evaluate AI-generated answers against your rubrics, flagging errors, omissions, and outdated guidance.Share clear written feedback with the project team, working asynchronously.Required QualificationsFormer State Department experience in a passport agency (Passport Specialist/Adjudicator) or consular section (Consular Officer)1+ years adjudicating or advising on passport or citizenship mattersWorking knowledge of citizenship and nationality rules and passport eligibilityUS-basedAble to start quickly and commit 20-30 hours/weekClear, precise writingNice to HaveExperience with document fraud detectionExperience with name change and identity documentation casesExperience creating guides, FAQs, or training materialsExperience helping a diverse range of applicants, including non-English-speaking customers