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micro1

Physics Expert PhD (Statistical Physics / Quantum Information / Condensed Matter)

micro1STEM49 days ago

$100-$200/hr

Worldwide

About this role

Role Title: Physics Expert PhD (Statistical Physics / Quantum Information / Condensed Matter) Role Type: Part-Time, Contractor Location: Fully Remote, Open to candidates worlwide Schedule: 5-10+ hrs/week. Fully flexible (Can accomodate after hours + weekends if needed) micro1 is engaging Physics Experts (Statistical Physics / Quantum Information / Condensed Matter) to contribute to a research-driven customer project at the intersection of theoretical physics and numerical benchmarking. 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. Scope of Work 1. Analyze and provide expert insights into complex statistical physics phenomena, with a focus on replicated random-bond Ising/Ashkin-Teller models, the toric-code threshold, and the Nishimori line. 2. Deliver clear, well-documented solutions or critiques of problems relating to Kramers-Wannier duality, quenched disorder averaging, square-lattice self-duality, and domain-wall free energy. 3. Engage in advanced numerical work, particularly around 4-state Potts model simulations and interpretation. 4. Identify, discuss, and resolve technical challenges involving noncontractible loop defects and related topological features. 5. Participate as a Solver, Auditor, or Adjudicator on specific project assignments based on your experience and subfield strengths. Preferred Qualifications 1. Advanced academic background (PhD or equivalent experience) in physics, with specialization in statistical physics, quantum information, or condensed matter theory. 2. Direct, hands-on experience applying Kramers-Wannier duality, quenched disorder averaging, and square-lattice self-duality in research or project settings. 3. Demonstrated proficiency in numerical simulations involving the 4-state Potts model and analysis of domain-wall free energy. 4. Familiarity with topological quantum codes, particularly the toric code and its threshold phenomena.

micro1

CFD Engineer

micro149 days ago

$50-$150/hr

Worldwide

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About this role

micro1 is engaging CFD Engineers to contribute to a project focused on advancing the capabilities of AI technologies within engineering simulation. 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 enables you to impact the future of engineering by ensuring that AI systems can accurately interpret, solve, and explain complex computational fluid dynamics challenges across mesh generation, turbulence modeling, multiphase and heat-transfer simulation, solver setup, and verification & validation. Contributors who value accuracy, technical depth, and clear communication—both written and verbal—will find this engagement uniquely rewarding and influential. Scope of Work 1. Evaluate and solve advanced CFD challenges involving mesh generation, turbulence modeling, multiphase flow, heat transfer, and solver configuration. 2. Review and assess AI-generated technical responses for correctness, accuracy, and engineering integrity. 3. Apply practical engineering judgment to simulation scenarios and theoretical fluid-dynamics questions. 4. Analyze and troubleshoot CFD problems using best practices such as mesh independence, turbulence model selection, boundary-condition specification, and convergence analysis. 5. Contribute domain expertise to refine and inform the reasoning capabilities of AI in computational fluid dynamics. 6. Document feedback and provide clear written and verbal explanations that enhance AI learning and performance. 7. Collaborate remotely within a distributed network of technical experts and project participants. Preferred Qualifications 1. Bachelor’s degree or higher in Mechanical Engineering, Aerospace Engineering, Chemical Engineering, or a related field with a focus on fluid dynamics or thermofluids; or equivalent practical experience (3+ years) in CFD. 2. At least 3 years of hands-on experience conducting and validating CFD simulations, including mesh generation, solver setup, turbulence modeling, multiphase/heat-transfer analysis, or post-processing in industries such as aerospace, automotive, energy, marine, HVAC, process, or biomedical. 3. Deep understanding of Navier-Stokes equations, turbulence modeling (RANS, LES, DES), meshing strategies, boundary-condition specification, and verification & validation practices. 4. Proven ability to analyze and validate fluid flow, heat-transfer, and multiphysics problems using CFD tools, cross-referencing with experimental or analytical data. 5. Familiarity with relevant standards and practices (e.g., ASME V&V 20, AIAA CFD verification & validation, ITTC procedures). 6. Excellent English proficiency with outstanding written and verbal communication skills. 7. Experience with CFD software (such as ANSYS Fluent, STAR-CCM+, OpenFOAM, COMSOL, or Converge) is a strong plus, as is a documented history of problem-authoring, technical committee service, competition leadership, or peer-recognized contributions in the CFD community. Compensation Structure Compensation 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 & Availability We 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.

micro1

Physics Expert (PhD / Postdoc)

micro1STEM49 days ago

$100-$200/hr

Worldwide

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About this role

Role Title: Physics Expert (PhD / Postdoc) Role Type: Contractor Location: Remote (Worldwide) Schedule: 10-15+ hours a week, Fully Flexible (Can accommodate working after hours/weekends) micro1 is engaging Physics Experts (PhD / Postdoc) to contribute deep scientific knowledge and problem-solving skills to a high-impact customer project. 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. Scope of Work 1. Solve advanced physics problems from your specialization, delivering rigorous, well-documented derivations and analyses. 2. Produce technically precise, clearly written solutions, detailing all assumptions, approximations, and final results using LaTeX mathematical notation. 3. Utilize SymPy, Python, and Jupyter for symbolic or numerical verification and clear computational workflows where relevant. 4. Identify and articulate subtleties in problem statements, including special cases, boundary conditions, and dimensional consistency. 5. Flag ambiguities in project materials, proposing well-reasoned interpretations and clarifications as needed. 6. Iterate on submitted solutions in response to feedback from project reviewers, ensuring corrections are cleanly integrated. 7. Uphold rigorous standards in documentation and reproducibility consistent with professional research practice. Preferred Qualifications 1. PhD in physics or advanced-stage PhD candidacy, with active research experience in a relevant subfield. 2. Research expertise in one or more of: High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter (including moiré systems, magnetism, PXP/Rydberg), AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials. 3. 2–5 recent representative publications (past ~5 years) in your field, with accessible arXiv or DOI records. 4. Proficiency with LaTeX for presenting mathematics, and with SymPy, Python, and Jupyter for computational work; willingness to indicate areas for further support if needed. 5. Demonstrated excellence in written technical communication, with a track record of producing clear, precise, and well-argued scientific outputs. 6. Strong analytical skills, able to isolate key physical principles and provide nuanced solutions to complex problems. 7. Availability to engage with the project consistently over an 8–10 week period (approx. 10 hours/week).

micro1

Software Engineer

micro1Software & Coding49 days ago

$50-$100/hr

Worldwide

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About this role

Role Title: Senior Software Engineer Role Type: Contractor (~15 hrs a week) Location: Remote micro1 is selecting Software Engineers to support a customer’s innovative project. 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. As an expert you will be creating Reinforcement Learning Environments which test and AI model's ability to solve complex software engineering problems related to fixing code, creating features, refactoring code and optimizing performance. You will be tasked with creating a reproducible environment and golden reference solution for the problem. Scope of Work 1. On this project, you will create realistic, interesting, and extremely challenging coding tasks for frontier AI models using your favourite repositories! 1. You will design problems that require strong software engineering skills, such as tracking down subtle bugs, building non-trivial features, or improving performance. 1. For each task, you will define the problem, build a reproducible environment, and write deterministic verifiers that accept correct solutions across different valid implementations while rejecting incorrect, incomplete, or hard-coded approaches. You will also provide a reference solution showing how the task can be solved. Preferred Qualifications 1. Significant hands-on expertise in at least one of the following: Python3, Java, Rust, Go, C++, or TypeScript. 2. Deep understanding of algorithms, data structures, and software engineering principles. 3. Proven ability to debug complex systems, resolve bugs, and deliver effective optimizations. 4. Experience with large codebase refactoring and legacy system modernization. 5. Track record of delivering high-impact features from conception through delivery within cross-functional projects. 6. Strong documentation and communication skills to articulate technical concepts clearly. 7. Interest in or curiosity about AI and its technical challenges (previous AI experience not required). Compensation Structure Compensation 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 & Availability We 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.

micro1

Physics Expert PhD (AMO / Optical Properties of Materials)

micro1STEM49 days ago

$100-$200/hr

Worldwide

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About this role

Role Title: Physics Expert PhD (AMO / Optical Properties of Materials) Role Type: Part-Time, Contractor Location: Fully Remote, Open to candidates worlwide Schedule: 5-10+ hrs/week. Fully flexible (Can accomodate after hours + weekends if needed) micro1 is engaging Physics Experts (AMO / Optical Properties of Materials) to contribute their advanced knowledge to a specialized customer project focused on atomic and optical properties. 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. Scope of Work 1. Provide expert insights on atomic, molecular, and optical (AMO) physics, with an emphasis on the optical properties of materials. 2. Review, analyze, and discuss ab initio configuration interaction methods for calculating polarizability in atomic systems. 3. Offer guidance and critique on atomic-structure calculations, specifically for Yb-171 and Yb-174 isotopes. 4. Identify and differentiate between sigma and pi transitions in relevant atomic spectra, explaining underlying physical principles. 5. Participate in adaptive, spoken AI interviews, responding to one question at a time and providing clear, concrete examples from legally shareable research or projects. Preferred Qualifications 1. Advanced degree (Ms,PhD or equivalent experience) in Physics, with a focus on AMO physics or optical properties of materials. 2. Proven experience with ab initio quantum chemistry calculations, specifically configuration interaction approaches to polarizability. 3. Deep understanding of atomic-structure computation techniques, particularly as applied to ytterbium isotopes (Yb-171 and Yb-174). 4. Strong capability to identify and explain sigma vs pi transitions in atomic contexts. 5. Demonstrated aptitude for clear, structured written and verbal scientific communication.

micro1

Dutch Transcription Expert

micro1Languages / Audio & Voice49 days ago

$25-$30/hr

Worldwide

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About this role

micro1 is engaging Dutch Transcription Experts to contribute to an exciting customer project focused on high-quality audio transcription. 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 is an excellent opportunity to work with professionally recorded audio samples in both Dutch and English, bringing your deep understanding of language nuances and context to the forefront. Your attention to detail, linguistic fluency, and experience with professional transcription will be essential in delivering precise and reliable data that makes a real impact. Scope of Work 1. Transcribe audio samples from Dutch and English into accurate, high-quality written text with an emphasis on correct grammar, punctuation, and context. 2. Review, proofread, and edit your transcriptions to ensure consistency and adherence to project guidelines. 3. Collaborate with project stakeholders to clarify ambiguous content and align on transcription standards. 4. Assist in annotating transcriptions for specific linguistic features, as required for AI model training. 5. Follow detailed instructions to accurately capture nuances, dialects, and speaker intent in the transcriptions. 6. Provide constructive feedback to enhance transcription quality and workflow processes. 7. Maintain confidentiality and data security throughout all project deliverables. Preferred Qualifications 1. Native-level fluency in Dutch, with exceptional command of Dutch grammar and usage. 2. Professional experience in audio transcription, ideally with proven work on Dutch language samples. 3. Familiarity with English audio transcription is a plus. 4. Keen attention to detail, with an ability to capture subtle linguistic and contextual cues. 5. Excellent written and verbal communication skills, demonstrating care and precision in feedback and collaboration. 6. Experience contributing to AI training, natural language processing, or data annotation projects is beneficial, though not required. 7. Comfort working independently in a remote environment, meeting project quality standards and deadlines.

micro1

Mandarin Transcription Expert

micro1Languages / Audio & Voice49 days ago

$20-$30/hr

Worldwide

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micro1

Cantonese Transcription Expert

micro1Languages / Audio & Voice49 days ago

$20-$35/hr

Worldwide

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micro1

Portuguese Transcription Expert

micro1Languages / Audio & Voice49 days ago

$10-$18/hr

Worldwide

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About this role

micro1 is engaging Portuguese Transcription Experts to contribute to a customer's project focused on audio transcription and AI training. 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. Scope of Work 1. Transcribe and annotate audio recordings in Portuguese and, when needed, in English with a high level of accuracy. 2. Listen to and evaluate diverse types of audio samples, including conversational and formal speech, ensuring precise capture of content, context, and speaker nuances. 3. Review, edit, and validate transcripts for completeness, clarity, and adherence to project guidelines. 4. Identify and correct errors, inconsistencies, or ambiguities within transcriptions. 5. Collaborate with project managers and other experts to ensure consistency and quality across deliverables. 6. Utilize transcription tools and platforms to efficiently process and submit work as specified in project requirements. 7. Contribute linguistic and cultural insights to improve AI model understanding and performance. Preferred Qualifications 1. Native-level fluency in Portuguese, with strong comprehension skills in both spoken and written language. 2. Demonstrated experience in professional-level audio transcription, preferably with a portfolio of relevant project work. 3. Familiarity with transcription conventions, annotation tools, and best practices for capturing audio data. 4. Keen attention to detail, accuracy, and the ability to recognize subtle language or context differences in audio samples. 5. Proficiency in English to manage occasional English audio content and follow project instructions. 6. Previous participation in linguistic data projects or tasks related to AI training data is a plus. 7. Strong organizational skills and commitment to delivering high-quality, timely submissions.

micro1

Attorney

micro1Law50 days ago

$90-$110/hr

Worldwide

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About this role

micro1 is engaging Transactional Attorneys to contribute to a confidential project at the intersection of law and AI. 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. The work draws directly on day-to-day commercial contracting practice: reviewing agreements, marking up drafts, and applying company policy positions the way in-house counsel would. Scope of Work 1. Review and redline commercial agreements, including MSAs, NDAs, DPAs, and similar documents, in accordance with established playbooks and policies. 2. Analyze drafts to identify key issues and determine applicable company positions and acceptable fallback outcomes. 3. Draft clear, reasoned written explanations detailing the rationale behind each redline or revision. 4. Apply advanced contract drafting, negotiation, and technology transactions knowledge to real-world legal documents. 5. Collaborate with the project team to ensure consistency of standards and interpretations throughout the engagement. 6. Maintain meticulous attention to detail and uphold high standards of legal writing and contract review quality. 7. Work independently within a remote, deadline-driven project environment. Preferred Qualifications 1. Juris Doctor (JD) from an accredited law school and active bar admission in a U.S. jurisdiction. 2. Minimum of 4 years' experience in transactional practice at a law firm or as an in-house attorney, focusing on contract drafting, review, and negotiation. 3. Deep familiarity with commonly negotiated commercial provisions, such as limitation of liability, indemnification, confidentiality, and data protection. 4. Proven ability to synthesize complex legal concepts and deliver clear, actionable written analyses. 5. Demonstrated sound judgment and a high level of accuracy in contract review and interpretation. 6. Expertise in technology transactions considered a strong plus. 7. Adaptability and drive to contribute to a high-impact, innovative legal project in a confidential setting.

Meridial

AWS Trainium/NKI (TRN) AI Task Auditor - Freelance AI Trainer Project

MeridialFinance & Accounting52 days ago

$60/hr

Worldwide

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Meridial

GPU Kernels AI Task Auditor - Freelance AI Trainer Project

MeridialFinance & Accounting52 days ago

$60/hr

Worldwide

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Meridial

SWE-Bench AI Task Auditor - Freelance AI Trainer Project

MeridialFinance & Accounting52 days ago

$60/hr

Worldwide

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Meridial

AWS Serverless & IaC AI Task Auditor - Freelance AI Trainer Project

MeridialFinance & Accounting52 days ago

$60/hr

Worldwide

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Meridial

AI-Assisted Developer Workflows (Trace) AI Task Auditor - Freelance AI Trainer Project

MeridialSoftware & Coding / Finance & Accounting52 days ago

$60/hr

Worldwide

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Meridial

Machine Learning (ML) AI Task Auditor - Freelance AI Trainer Project

MeridialData & Analytics / Finance & Accounting52 days ago

$60/hr

Worldwide

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Meridial

CVE & Application Security AI Task Auditor - Freelance AI Trainer Project

MeridialFinance & Accounting52 days ago

$60/hr

Worldwide

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micro1

Vlogger (Insta360, DJI Osmo, GoPro MAX)

micro152 days ago

$20/hr

Worldwide

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About this role

micro1 is engaging 360° Video Recorders (Insta360 / GoPro MAX) to contribute to a customer's project by capturing immersive, high-quality footage with leading 360° camera equipment. 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. We are looking for individuals to collect third-person video across several real-world capture types, including movement through changing environments, vehicle navigation, and animal-mounted POV recordings. Recordings should focus on continuous movement, changing scenery, and natural navigation through the environment. Scope of Work 1. Capture a diverse set of continuous video clips (minimum 60 seconds each) of everyday activities in a range of environments, including indoor, outdoor, and in-vehicle settings. 2. Consistently utilize compatible 360° or wide-angle cameras (e.g., Insta360, DJI Osmo, GoPro MAX series) with at least 170° FOV and 720p resolution, ensuring stable, third-person perspective according to project standards. 3. Implement appropriate mounting solutions, such as backpack or vehicle mounts, to maintain a clear third-person view where your entire body and surroundings are visible throughout each activity. 4. Follow provided guidelines and instructions for camera placement, activity selection, and safety to ensure data consistency and collection integrity. 5. Document, organize, and submit video files in accordance with project specifications, ensuring all deliverables meet technical and quality requirements. 6. Communicate proactively and clearly in both written and verbal form regarding progress, questions, and any technical challenges. 7. Adapt to occasional updates in collection tasks, environments, or technical requirements as defined by project needs. Compatible camera examples include: 1. Insta360 (Any model) 2. DJI Osmo 360 3. GoPro MAX, MAX2 4. Other action or 360° cameras that meet the minimum 170° FOV and 720p requirements or support reframing. Examples of compatible third-person mounting rigs include: 1. Insta360 Third-Person Backpack Mount and other harness-mounted extension systems. 2. Owning a compatible backpack or vehicle mount is a plus and may let you start collecting sooner. Third-Person Camera Setup 1. Mounted above and behind you 2. Angled slightly downward 3. Positioned far enough back to keep your entire body consistently visible 4. Stable enough to maintain the required third-person perspective during normal movement If using a camera with less than 360° FOV, the mounting setup must position the camera far enough away to keep your entire body in frame while also capturing the surrounding environment. Your full body should remain visible throughout normal movement without frequently leaving the frame. Handheld selfie sticks, chest mounts, shoulder clips, and stationary tripods do not meet the required third-person perspective. Expected Recording Tasks may include: 1. Natural everyday activities 2. Indoor and outdoor activities 3. Walking and moving through different environments 4. Vehicle navigation and driving-related recordings 5. Other similar real-world activities provided in the collection instructions For vehicle navigation tasks, the camera must be securely mounted to the vehicle. Recording Requirements 1. Capture a variety of activities and environments 2. Each continuous clip must be at least 60 seconds long 3. Record at a minimum resolution of 720p 4. Follow the required camera position for each assigned task 5. Keep the relevant activity and surrounding environment consistently visible 6. Follow all provided recording and safety instructions 7. Examples of the recording style we are after: [[Link 1]](

Meridial

Kubernetes AI Task Auditor - Freelance AI Trainer Project

MeridialFinance & Accounting52 days ago

$60/hr

Worldwide

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micro1

360° Video Recorder (Insta360 / GoPro MAX)

micro153 days ago

$20/hr

Worldwide

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About this role

Role Title: 360° Video Recorder (Insta360 / GoPro MAX) Role Type: Contractor Location: Remote micro1 is engaging 360° Video Recorders (Insta360 / GoPro MAX) to contribute to a customer's project by capturing immersive, high-quality footage with leading 360° camera equipment. 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. We are looking for individuals to collect third-person video across several real-world capture types, including movement through changing environments, vehicle navigation, and animal-mounted POV recordings. Recordings should focus on continuous movement, changing scenery, and natural navigation through the environment. Camera Requirements You must already own or have access to a compatible camera with: - A minimum 170° field of view (FOV) - A minimum recording resolution of 720p Compatible camera examples include: - Insta360 (Any model) - DJI Osmo 360 - GoPro MAX, MAX2 - Other action or 360° cameras that meet the minimum 170° FOV and 720p requirements or supports reframing. Mounting Equipment You do not need to already own the required mounting equipment to apply. Depending on the task, you may need: - A rigid backpack, harness, or similar third-person mounting rig with an extension arm or pole - A secure vehicle camera mount for vehicle navigation recordings Already owning a compatible backpack or vehicle mount is a plus and may allow you to begin collecting sooner. Reasonable equipment costs for required mounting hardware may be reimbursed. Examples of compatible third-person mounting rigs include: - Insta360 Third-Person Backpack Mount and other harness-mounted extension system Third-Person Camera Setup The camera must be: - Mounted above and behind you - Angled slightly downward - Positioned far enough back to keep your entire body consistently visible - Stable enough to maintain the required third-person perspective during normal movement If using a camera with less than 360° FOV, the mounting setup must position the camera far enough away to keep your entire body in frame while also capturing the surrounding environment. Your full body should remain visible throughout normal movement without frequently leaving the frame. Handheld selfie sticks, chest mounts, shoulder clips, and stationary tripods do not meet the required third-person perspective. Expected Recording Tasks may include: - Natural everyday activities - Indoor and outdoor activities - Walking and moving through different environments - Vehicle navigation and driving-related recordings - Other similar real-world activities provided in the collection instructions For vehicle navigation tasks, the camera must be securely mounted to the vehicle. Recording Requirements - Capture a variety of activities and environments - Each continuous clip must be at least 60 seconds long - Record at a minimum resolution of 720p - Follow the required camera position for each assigned task - Keep the relevant activity and surrounding environment consistently visible - Follow all provided recording and safety instructions Examples of recording style we are after: - [[Link 1]]( - [[Link 2]]( Compensation - Rate: $20 per hour of approved video (PPT) - Payment is based on the duration of video that successfully passes quality review and is accepted for delivery. Start Timeline & Availability: 1. Roles are being filled with immediate availability, with your starting time dependent on the shipping time of equipment to your home.

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