About Micro1: Share your referral linkInvite professionals in your network to apply for micro1 projects using your referral link. If they’re selected and complete at least 10 hours of work, you’ll earn a referral reward. All referrals are automatically tracked through this link.
About Micro1: Job DescriptionHardware ExpertPay: $50–$100/hourLocation: Global, fully remoteJob Type: Contractor (~15 hours per week)Schedule: Flexible—you choose the hours and days you work, including weekends if desiredWe are looking for highly skilled STEM and scientific-domain experts to contribute to an AI training project involving technical problem-solving, scientific reasoning, data analysis, and Python.The work involves solving, reviewing, and validating challenging problems within your area of expertise. A representative task may require analyzing a scientific or mathematical problem, developing a rigorous solution, using Python to perform calculations or simulations, and evaluating whether an AI-generated answer is technically correct.Candidates are not expected to be experts across every STEM discipline. We are looking for deep expertise in at least one of the following areas:ChemistryBiologyMathematicsPhysicsEarth Science / Geoscience / Environmental ScienceLinguistics / Computational LinguisticsRoboticsAdjacent scientific or quantitative disciplines may also be considered where the candidate's expertise is directly relevant.What You’ll Work OnSolve complex scientific, mathematical, or technical problems within your domain of expertise.Review AI-generated solutions for factual, mathematical, and scientific correctness.Identify incorrect assumptions, reasoning errors, missing constraints, and subtle technical mistakes.Develop clear and reproducible reference solutions.Use Python for scientific computation, data analysis, simulations, or solution validation.Interpret equations, experimental results, datasets, technical diagrams, or scientific literature where relevant.Perform sanity checks and validate numerical or analytical results.Compare alternative solution approaches and determine whether conclusions are supported by the evidence.Clearly explain technical reasoning and corrections.Required QualificationsStrong expertise in at least one relevant STEM or scientific domain.Practical proficiency with Python.Strong scientific, mathematical, or quantitative problem-solving ability.Ability to reason carefully about assumptions, constraints, edge cases, and sources of error.Ability to explain complex technical concepts and solutions clearly.Experience validating, reviewing, or troubleshooting technical work.Relevant Python tools may include NumPy, SciPy, pandas, SymPy, Jupyter, or domain-specific scientific libraries. No particular Python library is mandatory.Expertise may come from academic research, industry, teaching, engineering, independent technical work, or other demonstrated experience. A specific degree or number of years of experience is not strictly required if you can demonstrate strong expertise in your field.ProcessApply to the role and complete the screening questions.Complete an AI interview of approximately 30 minutes.Complete the hiring manager review.Compensation StructureCompensation is output-based. Experts are paid per task that meets the project specifications. The time required to complete each task may vary depending on the expert’s experience and workflow.Minimum submission requirements apply.Start Timeline & AvailabilityWe typically fill roles within 48 hours and are looking for experts who are ready to begin immediately. If selected, you will be expected to start your first task within 24–48 hours of completing onboarding.
About Micro1: Job DescriptionRole Title: Music & Sound Annotation ExpertRole Type: ContractorLocation: Remotemicro1 is engaging Music & Sound Annotation Experts to contribute to a customer's project at the forefront of music and audio technology. Your ears are the ground truth. You'll listen to short field recordings and document exactly what's audible — instruments, tempo, key, background sounds, crowd reactions — through a structured web platform built for this project. Later phases involve grading AI model answers against what you actually heard.What you'll doListen to 30–90 second field recordings (headphones, your own quiet workspace) and complete structured annotations: which instruments are present, tempo and key, timestamps of background events (traffic, sirens, applause), scene detailsCompare paired recordings of the same song captured at different locations and judge what stayed the same and what changedIn later phases: review AI model descriptions of clips and mark what's correct, wrong, or invented, with a brief written explanationAttend a paid onboarding/calibration session and a short weekly syncWho we're looking for (any of these backgrounds)Working or gigging musicians, session players, producers, or mixing engineersMusic educators, ear-training instructors, band/choir directors, conservatory students or graduatesLocation sound recordists, sound designers, foley artists, or podcast/documentary audio editorsRequirements3+ years of hands-on music or audio experienceStrong analytical listening: you can pick individual instruments out of a busy, noisy, real-world mix — not just studio recordingsCan identify tempo (within a few BPM) and musical key (relative pitch with a reference is fine)Comfortable with detail-oriented, repetitive annotation work in a web platform — dropdowns, timestamps, short structured notesClear written English for brief, evidence-based notes (e.g., "accordion enters around 0:12")Quality headphones, quiet workspace, reliable internetAvailable 20–25 hrs/week for the engagement window
Analytical listening
Music theory knowledge
Audio annotation
+2 more
About Micro1: Job DescriptionRole Title: Adolescent Suicide & Self-Harm SpecialistRole Type: ContractorLocation: Remotemicro1 is engaging Adolescent Suicide & Self-Harm Specialists to contribute to a unique customer project focused on enhancing the assessment and management of adolescent suicide and self-harm risk. 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. You will assess complex adolescent presentations, develop clear clinical guidance, and document risk formulations that inform effective, practical responses. Your insights will directly impact the development of tools seeking to reliably differentiate between ideation, intent, and acute risk, with the goal of supporting non-specialist users in real-world scenarios.Scope of WorkReview adolescent case materials and generate structured, written risk assessments for suicide and self-harm presentations.Apply validated tools (e.g., C-SSRS) and expert risk formulation to inform clear, actionable guidance.Differentiate between self-harm, suicidal ideation, and intent, and characterize acuity levels with precision.Recommend response protocols, including escalation pathways, safety planning (e.g., Stanley-Brown), and means-restriction strategies.Identify comorbidities, safeguarding, and contextual factors influencing risk, and incorporate these into assessments.Document guidance in clear, research-grade English so non-specialists can implement recommended actions confidently.Benchmark and cross-reference risk judgments with established guidelines and peer assessments to ensure consistency.Preferred Qualifications3–5+ years post-qualification experience with direct adolescent clinical contact focused on suicide/self-harm risk.Specialist credentials in child/adolescent psychiatry or psychology, with demonstrated expertise in suicide/self-harm interventions.Active clinical license or registration in good standing, with an active adolescent caseload within the past two years.Advanced proficiency in suicide/self-harm risk assessment tools (e.g., C-SSRS, safety planning protocols).Familiarity with evidence-based adolescent interventions (e.g., DBT-A, trauma-informed care approaches).Exceptional written English (native, or IELTS 7.5+/writing 7.0+, TOEFL 100+, Cambridge C1–C2, or equivalent).Desirable: DBT-A or CBT training, crisis or inpatient experience, or contributions to suicidology research or clinical guidelines.Start Timeline & AvailabilityWe typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24 – 48 hours of completing onboarding.
Clinical reasoning
Clinical risk assessment
Intervention judgment
+2 more
About Micro1: Job DescriptionRole Title: Graphic DesignerRole Type: ContractorLocation: Remotemicro1 is engaging Designers to contribute their UX/UI expertise on a unique AI training project for a 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. This opportunity is ideal for professionals passionate about leveraging their design skills to impact the development of artificial intelligence tools and systems. Strong written and verbal communication skills are essential, as clear articulation of design decisions and rationales will directly influence the training process.Preferred QualificationsProven expertise in UX/UI design and proficiency with Figma.Strong portfolio demonstrating impactful digital product design projects.Experience communicating complex design concepts clearly in both written and verbal formats.Familiarity with industry best practices in usability, accessibility, and responsive design.Ability to analyze and critique designs with a critical, constructive mindset.Capacity to work autonomously and efficiently in a remote, asynchronous setting.Previous engagement in AI-related projects or familiarity with data annotation processes (a plus, not required).Process:Apply to the role, filling out the screening questionsComplete AI interview (aprox. 30 minutes)Hiring Manager reviewCompensation StructureCompensation is output-based; experts are paid per task that meets the project specifications. The time required to complete work may vary depending on the expert’s experience and workflow. Minimum submission requirements apply. Experts must submit a minimum of tasks per week.Start Timeline & AvailabilityWe typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24–48 hours of completing onboarding.
