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Industry: Software Development
Company Size: 51-200 employees

micro1

Savvy Admin PROD

**Job Title: **Food Delivery App User Tester

**Job Type: **Contractor

**Location: **Remote

**Job Summary: **As a Food Delivery App User Tester, 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: **

- Leverage your active food delivery app account and order history to provide realistic user data and scenarios.

- Generate authentic search intents and document user journeys on grocery and food delivery platforms.

- Evaluate, annotate, and provide feedback on the relevance of search results and app recommendations.

- Document your thought process and reasoning with clear, well-written explanations in English.

- Collaborate remotely with the customer’s team to support ongoing AI training initiatives.

- Identify usability issues, suggest improvements, and flag inconsistencies across different platforms.

- Stay up-to-date with the latest app features and trends in food delivery and restaurant discovery.

**Required Skills and Qualifications: **

- Active user of food delivery apps with documented order history (not a restaurant owner or driver).

- Strong familiarity with restaurant discovery and food delivery ecosystems.

- Ability to create realistic search intents and accurately evaluate search result relevance.

- Exceptional written and verbal English communication skills — clarity and detail matter.

- Proficient in using smartphones or desktops with food delivery apps installed.

- Keen attention to detail and ability to provide high-quality, constructive feedback.

- Comfortable working independently and managing remote tasks efficiently.

**Preferred Qualifications: **

- Experience in beta testing or user research for mobile apps or digital platforms.

- Background or interest in UX, AI, or digital product feedback.

- Exposure to a variety of food delivery platforms and markets.

Food Delivery App User Tester

**Job Title: **Cloud Architect

**Job Type: **Contractor

**Location: **Remote

**Job Summary: **

Join our customer's team as a Cloud Architect, where you'll design, implement, and optimize advanced cloud solutions. You'll play a key role in shaping resilient, scalable, and secure environments for innovative business applications across AWS, Azure, and/or GCP platforms.

**Key Responsibilities: **

• Architect and implement robust cloud infrastructure leveraging AWS, Azure, and/or GCP.

• Collaborate with stakeholders to define cloud strategies and translate business requirements into technical solutions.

• Automate infrastructure deployment using scripting and Infrastructure as Code (IaC) methodologies.

• Design, deploy, and manage Kubernetes clusters to support containerized workloads.

• Ensure security, compliance, and high availability across all cloud environments.

• Provide guidance on cloud best practices and mentor engineering teams.

• Perform ongoing system monitoring, optimization, and troubleshooting.

**Required Skills and Qualifications: **

• Proven expertise architecting solutions on AWS, Azure, and/or GCP.

• Strong background in cloud infrastructure design and management.

• Proficiency in scripting languages (e.g., Python, Bash, or PowerShell) for automation.

• Hands-on experience with Kubernetes deployment and operations.

• Solid understanding of security best practices in cloud environments.

• Excellent written and verbal communication skills.

• Ability to work independently and collaboratively within a remote team.

**Preferred Qualifications: **

• Certifications in AWS, Azure, or GCP.

• Experience with multi-cloud or hybrid cloud architectures.

• Familiarity with DevOps toolchains and CI/CD pipelines.

Cloud Architect

**Job Title: ** Financial Advisor (CFA or CFP)

**Job Type: ** Consulting/Contract

**Location: ** Remote

**Job Summary: **

Join our customer’s team as an Everyday Personal Finance Advisor (CFP®) AI Trainer and help shape the future of AI-assisted financial planning. In this impactful role, you’ll leverage your expertise with mainstream American households to review real-world client scenarios, evaluate AI-generated guidance, and offer actionable feedback to ensure technology truly serves both advisors and clients. You’ll collaborate asynchronously with a leading AI lab, focusing on practical, empathetic advice for everyday people navigating budgeting, debt, saving, retirement planning, and basic investing decisions.

**Key Responsibilities: **

- Evaluate and review realistic advisory scenarios involving budgets, emergency funds, debt management, retirement planning, and investment decisions tailored to mainstream households.

- Assess AI-generated recommendations for suitability, clarity, compliance, and actionable practicality for W-2 earners and middle-income families.

- Document how actual advisor-client conversations unfold, including prioritizing goals, discussing tradeoffs, and walking clients through decision points.

- Detail decision rules, rules of thumb, and benchmarks commonly used in practice (e.g., cash reserve targets, debt payoff sequencing, retirement savings rates).

- Deliver clear, plain-language written feedback to enhance AI explanations, next steps, and client communication.

- Identify and flag compliance or risk issues, emphasizing a fiduciary, client-first approach and appropriate referral scenarios (CPA, attorney, insurance).

- Contribute to the development of workflows and processes that reflect best practices in everyday personal finance advising.

**Required Skills and Qualifications: **

- Several years of hands-on, client-facing experience providing holistic financial planning to mainstream households in roles such as Financial Advisor, Wealth Advisor, or Personal Financial Consultant.

- Expertise in budgeting, cash flow analysis, debt management, retirement savings strategies, college planning, and basic risk management (insurance needs analysis).

- CFP® certification strongly preferred (or CFP exam passed with substantial relevant experience); CFA, ChFC, or similar planning credentials considered with strong mainstream client work.

- Exceptional written and verbal communication skills, with a talent for breaking down complex topics for non-experts.

- Demonstrated commitment to fiduciary standards, compliance, and high-integrity client service.

- Experience mentoring others, developing workflows, or standardizing planning processes.

- Comfort working asynchronously and independently in a remote setting.

**Preferred Qualifications: **

- Prior experience in roles blending financial planning and ongoing coaching, such as workplace financial consultant or advisor at national firms.

- Background designing or improving standardized planning processes or digital advisory journeys.

Familiarity with personal finance apps, digital advice platforms, or AI-driven tools and a strong interest in innovation within the advisory space.

Financial Advisor

**Job Title: **Member of Technical Staff (Enterprise AI)

**Job Type: **Full-time

**Location: **Remote

**The Role **

As a Member of Technical Staff, you will function as a forward-deployed research partner embedded directly within enterprise AI systems. You will work on live workflows, uncover real-world failure modes, and drive rapid experimental cycles to improve system performance.

**What You’ll Do **

- Embed within enterprise AI workflows as a research collaborator, working alongside domain experts and client teams.

- Surface, formalize, and prioritize system failure modes in real-world deployments.

- Design high-signal datasets and evaluation protocols to target identified weaknesses.

- Run tight experimental loops to validate hypotheses and quantify improvements.

- Produce clear, decision-oriented analyses of system behavior and performance.

- Develop and benchmark agentic workflows, focusing on robustness and scalability.

- Build lightweight tooling to support evaluation, data curation, and rapid iteration.

- Contribute to internal and external research artifacts, including reports and benchmarks.

**Who You Are **

- Master’s degree in Computer Science, Machine Learning, Artificial Intelligence, or a related technical field.

- Strong judgment for research signal quality, including data selection and evaluation design.

- Experience designing datasets and evaluation frameworks for ML systems.

- Ability to translate ambiguous operational issues into structured research problems.

- Familiarity with RL environments and/or agentic system evaluation.

- Clear, concise communicator with a bias toward actionable insight.

- Proven ability to execute in fast iteration cycles and high-ambiguity settings.

- Collaborative mindset with experience working across research, product, and domain teams.

**Preferred **

- Strong client-facing experience, particularly in technical or research-driven environments.

- Experience building internal research or evaluation tooling.

- Contributions to benchmarks, research publications, or open research initiatives.

- Exposure to enterprise AI deployments or forward-deployed research models.

(Enterprise AI) Member of Technical Staff

**Job Title: ** Remote Project Specialist – Task Methodology & Data Review

**Job Type: ** Contractor

**Location: ** Remote (Must be based in: AL, GA, ID, IN, IA, KS, KY, LA, MS, NH, NC, ND, OK, PA, SC, TN, TX, UT, WI)

**Job Summary: **

Are you an educator, trainer, or researcher skilled at following structured methodologies and evaluating criteria? We are seeking a **Remote Project Specialist ** to support a cutting-edge behavioral recognition project. In this role, you will apply your strong instructional and protocol-adherence skills to execute and document a specific curriculum of physical tasks. Using your smartphone, you will record first-person workflows to create high-quality reference data for advanced machine learning models.

**Key Responsibilities: **

- **Protocol Execution: ** Carefully read, interpret, and execute highly structured technical instructions for everyday physical actions.

- **First-Person Documentation: ** Use a hands-free, head-mounted smartphone setup (guidelines provided) to capture your exact perspective while performing tasks.

- **Quality & Criteria Audit: ** Ensure every recorded video strictly aligns with the project’s specific length, labeling, and structural rubrics before submission.

- **Independent Schedule Management: ** Independently manage your classroom of tasks to contribute a minimum of 10–15 hours of approved video data per week.

**Required Skills and Qualifications: **

- Background in Teaching, Tutoring, Instructional Design, or Academic Research where following detailed guidelines and rubrics is second nature.

- Strong documentation and communication skills to provide clear feedback on the clarity of task protocols.

- High level of comfort working with modern mobile devices, video apps, and cloud file management.

- Access to a modern smartphone (iPhone 11+, Pixel 6+, Samsung S21+) and readiness to acquire a head strap within 48 hours of hire.

**Compensation Structure **

**Compensation is output-based; experts are paid per recorded video 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: videos must be at a specific length defined by the project, and experts must submit a **minimum of 10 to 15 hours of video per week **.

**Start Timeline & Availability **

We 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 within ~24 hours of completing onboarding. **

Tasks for this project must be performed from a **mobile device (smartphone or tablet) **. Experts will record their workflow directly from the mobile device while completing tasks.

**Head Strap / Wearable: **

Tasks for this project must be performed using a **head-mounted camera (head strap setup) **. Experts will record first-person video of physical tasks. The required head strap and any accompanying equipment specifications will be shared during onboarding.

Customer Support -Remote Project Specialist

Job Title: Cloud Architect

Job Type: Contractor

Location: Remote

Hourly rate: $40 - $120/hour

Job Summary: As a Cloud Architect, 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:

- Review and assess cloud infrastructure designs, recommending improvements and best practices.

- Create and refine architecture documentation to support robust, scalable, and secure environments.

- Leverage your expertise in Kubernetes to enhance container orchestration, deployment, and scaling strategies.

- Develop automation scripts to streamline cloud operations, integration, and monitoring.

- Contribute real-world cloud infrastructure scenarios to help advance AI understanding in this domain.

- Identify and resolve potential security or compliance risks within cloud environments.

- Collaborate with interdisciplinary teams to ensure technical accuracy and relevance of provided input.

Required Skills and Qualifications:

- Demonstrated expertise in designing and managing cloud infrastructure (AWS, Azure, or GCP).

- Strong hands-on experience with Kubernetes and containerized environments.

- Proficiency in scripting languages such as Python, Bash, or PowerShell.

- Deep understanding of cloud security, networking, and scalability concepts.

- Ability to communicate complex technical concepts clearly and concisely.

- Experience troubleshooting and optimizing cloud-based architectures.

- Proven ability to work independently and deliver high-quality input on schedule.

Preferred Qualifications:

- Certifications such as AWS Certified Solutions Architect, Google Professional Cloud Architect, or Azure Solutions Architect Expert.

- Experience with infrastructure as code (IaC) tools like Terraform or CloudFormation.

- Familiarity with cloud migration strategies and hybrid cloud solutions.

Job Description

**Job Title: ** Senior Physics Adjudicator

**Job Type: ** Contractor/ Part-Time (10 hrs. a week)

**Location: ** Remote

**Job 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: **

• Serve as the recognized adjudicator for advanced physics problems within your subfield, delivering authoritative scientific judgments.

• Evaluate and resolve conflicting methodologies, results, or interpretations submitted for AI training purposes.

• Review and refine scientific content for clarity, accuracy, and consistency, ensuring alignment with best research practices.

• Provide detailed written and verbal feedback to improve AI model understanding and outputs.

• Draw on a cross-disciplinary perspective to inform adjudication and highlight nuances or alternate approaches.

• Collaborate with a global team of experts, sharing insights to advance the quality of training datasets.

• Maintain high standards of scientific rigor in all assessments, reflecting leadership and mentorship experience in research environments.

**Required Skills and Qualifications: **

• PhD in physics or senior PhD student (minimum), with ongoing research and publications in the relevant subfield.

• 2–5 recent (past 5 years) representative publications available via arXiv/DOI.

• Demonstrated expertise as a professor, industry research PI, or equivalent subject matter authority.

• High-level scientific judgment for evaluating edge cases and resolving disagreements.

• Broad cross-disciplinary awareness and understanding of alternative research standards.

• Strong leadership background in mentoring, reviewing, or directing research projects/labs.

• Proficiency in LaTeX, SymPy, Python, and Jupyter (please flag any gaps).

**Preferred Qualifications: **

• Experience adjudicating research disputes or peer-reviewing high-impact publications.

• Involvement in AI, machine learning, or computational modeling projects is a plus.

• Availability for a sustained commitment of approximately 10 hours per week over an 8–10 week period.

**Additional Info: **

Subfields of particular interest for this pilot include High Energy Physics/Mathematical Physics, Biophysics/Statistical Physics, Condensed Matter (including moiré systems, magnetic materials, PXP/Rydberg), AMO/Quantum Optics, Gravitation/Cosmology/Astrophysics, Quantum Information, and Optical Properties of Materials. Applicants should be based in the US, UK, or CA, though truly exceptional candidates from outside these locations may be considered. This is a unique opportunity to leverage your expertise within a pioneering AI training initiative as part of the customer's team.

Senior Physics Adjudicator

Job Description

**Job Title: ** Physics Research Auditor

**Job Type: ** Contractor/ Part-Time (10 hrs. a week)

**Location: ** Remote

**Job 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: **

- Conduct detailed technical reviews of advanced physics content, evaluating the accuracy and rigor of solutions across specialized subfields.

- Identify flaws, inconsistencies, and unsupported assumptions in research outputs and theoretical problem-solving approaches.

- Offer comprehensive feedback to clarify reasoning, highlight errors, and articulate corrective actions.

- Assess multiple solution methodologies with a broad yet deep theoretical perspective.

- Document findings clearly, communicating both in writing and verbally within the customer’s team environment.

- Contribute to the refinement of AI learning models by providing authoritative domain-specific judgments.

- Collaborate with a multidisciplinary group of experts, leveraging your peer review experience to ensure scientific integrity.

**Required Skills and Qualifications: **

- PhD in physics or at least a senior PhD student with active research expertise in the assigned subfield (e.g., High Energy, Biophysics, Condensed Matter, AMO, Gravitation, Quantum Information, Optical Properties).

- Postdoctoral or junior professor standing in the relevant subfield preferred for auditor-level tasks.

- Publication of 2–5 peer-reviewed or arXiv/DOI-listed papers in the target area over the last five years.

- Demonstrated proficiency in LaTeX, SymPy, Python, and Jupyter (please flag any skills gaps).

- Exceptional written and verbal communication skills to explain complex scientific concepts and decisions.

- Experience in technical review, error detection, and evaluating scientific rigor and methodology.

- Eligibility to work in the US, UK, or Canada (stellar candidates outside these regions considered in rare cases).

**Preferred Qualifications: **

- Extensive hands-on experience with peer review or editorial work for scientific journals.

- Exposure to AI or data-driven research projects (not required but beneficial).

- Ability to sustain a commitment of approximately 10 hours per week over an 8–10 week period.

**Additional Info: ** This is an AI training initiative where your expertise directly influences the development of intelligent systems used in scientific research. You will play a pivotal role in setting the gold standard for research quality, data integrity, and theoretical depth, working remotely as part of our customer’s expert team.

Physics Research Auditor

Job Description

**Job Title: ** Physics Research Expert (Solver)

**Job Type: ** Contractor/ Part-Time (10 hrs. a week)

**Location: ** Remote

**Job 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: **

- Contribute deep domain expertise in your specialized physics subfield, providing authentic, up-to-date insights for AI training initiatives.

- Formulate, solve, and document advanced mathematical physics problems using rigorous methodologies.

- Develop and validate computational models, simulations, and analytical solutions leveraging Python, SymPy, and Jupyter environments.

- Produce high-quality, publication-level written explanations and derivations with clear, structured reasoning.

- Clearly communicate complex concepts and solutions through both written and verbal exchanges with project coordinators and the technical AI team.

- Work independently to navigate and resolve challenging, novel research problems aligned with the assigned subfield.

- Leverage your experience to review, critique, and improve problem solutions, ensuring accuracy and clarity for AI training.

**Required Skills and Qualifications: **

- PhD (or senior PhD student) in physics with active, ongoing research in one or more targeted subfields: High Energy/Mathematical Physics, Biophysics/Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation/Cosmology/Astrophysics, Quantum Information, or Optical properties of materials.

- 2–5 representative publications (last 5 years) in the relevant subfield, with available arXiv/DOI links.

- Expertise in mathematical modeling, derivations, and system proofs at a publication-worthy standard.

- Proficient in LaTeX, Python, SymPy, and Jupyter (flag any skill gaps).

- Exceptional written and verbal communication skills—clarity, accuracy, and the ability to explain intricate concepts are essential.

- Demonstrated ability to work independently and execute research tasks with minimal supervision.

- Must be based in the US, UK, or Canada (rare exceptions for truly exceptional candidates).

**Preferred Qualifications: **

- Experience in AI training or interdisciplinary computational research projects.

- Recognition as a thought leader, contributor, or reviewer in your physics subfield.

Physics Research Expert

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