by Terrance Ellis | Jan 20, 2026 | Uncategorized
If you’re the type who can smell a race condition from three commits away, this is a “make the AI better by being annoyingly correct” role. You’ll pressure-test advanced language models with real C# engineering work, evaluate code quality like a senior dev, and document exactly where the model’s reasoning falls apart so it can be fixed.
About Invisible Agency
Invisible supports companies by building scalable, high-quality operations. This project focuses on improving AI model performance using expert-led training data and rigorous evaluation, especially in technical domains.
Schedule
Remote (United States).
Contract / freelance.
Hours vary based on your availability (you’ll report average weekly hours).
You provide your own secure computer and high-speed internet. No company benefits (contractor role).
What You’ll Do
Challenge AI models with software engineering tasks and technical scenarios implemented in C#
Evaluate outputs for correctness, performance, security, clarity, and maintainability (not just “it compiles”)
Capture reproducible error traces and failure modes (bad assumptions, broken async, leaky abstractions, unsafe patterns, etc.)
Suggest improvements to prompts, evaluation metrics, and quality standards for C# and general engineering reasoning
What You Need
Strong real-world C# experience (async/await, LINQ, OOP, collections, concurrency, testing, debugging)
Comfort with common C# ecosystem patterns (APIs, services, data access, DI, config, logging, observability)
Ability to communicate clearly and show your work when diagnosing issues and proposing fixes
Bachelor’s/master’s/PhD in CS/SE (nice), or equivalent hands-on experience
Bonus signals: open-source work, technical writing, production systems experience, cloud deployments
Benefits
Pay range: $8–$65/hour depending on experience, expertise, and location
Remote, flexible contract work
Direct impact: your work improves how AI handles real engineering problems, not toy examples
One straight-up warning: a lot of candidates say “C# expert” but haven’t shipped anything beyond tutorials. If you’ve actually owned production services, handled incidents, and can talk tradeoffs (latency vs. throughput, memory vs. allocations, async pitfalls), you’ll stand out fast and you should price yourself like it.
Happy Hunting,
~Two Chicks…
by Terrance Ellis | Jan 20, 2026 | Uncategorized
If Bash is your native tongue and you like breaking things on purpose (then writing down exactly why they broke), this role is basically “paid red team for an AI model.” You’ll push LLMs through real engineering scenarios, judge their code like a cranky senior reviewer, and document failure patterns so the model gets smarter and safer.
About Invisible Agency
Invisible supports companies by building scalable, high-quality operations. This project focuses on improving AI model performance using expert-created training data and rigorous evaluation, especially in technical domains.
Schedule
Remote (United States).
Contract / freelance.
Hours vary based on your availability (you’ll report average weekly hours).
You provide your own secure computer and high-speed internet. No company benefits (contractor role).
What You’ll Do
Challenge AI models with software engineering tasks and technical scenarios, primarily implemented in Bash
Review outputs for logic, correctness, security, clarity, and “would this survive production?” quality
Identify and capture reproducible error traces and failure modes (bad assumptions, broken logic, unsafe commands, etc.)
Suggest improvements to prompts, evaluation metrics, and how the model is assessed on Bash fluency and engineering reasoning
What You Need
Strong Bash scripting experience (automation, pipelines, text processing, process control, environment management, debugging)
Comfort evaluating broader engineering concepts the prompts may touch (APIs, cloud, systems design, secure coding, distributed debugging)
Ability to communicate clearly and show your work when explaining what’s wrong and how to fix it
Bachelor’s/master’s/PhD in CS/SE (nice), or equivalent real-world experience (often better)
Bonus signals: open-source contributions, technical writing, production automation at scale
Benefits
Pay range: $8–$65/hour depending on experience, expertise, and location
Remote, flexible contract work
Direct impact: you’ll help harden how AI handles real technical work, not toy examples
Backbone moment: a lot of “Bash experts” are really “I can copy a one-liner from Stack Overflow.” If you’re actually strong, price yourself like it. If you’re rusty, still apply, but don’t claim “fluent” unless you can debug shell quoting in your sleep.
Happy Hunting,
~Two Chicks…
by Terrance Ellis | Jan 20, 2026 | Uncategorized
If you know how adults actually learn (not how corporate decks pretend they learn), this role puts your expertise to work improving AI that will power training, upskilling, and professional development at scale. You’ll stress-test model answers, document where the reasoning breaks, and help make the system sharper, safer, and more useful in real learning environments.
About Invisible Agency
Invisible supports companies by building scalable, high-quality operations. This project focuses on improving AI performance using expert-led training data, especially around learning design, facilitation, and training effectiveness.
Schedule
Remote (United States).
Contract / freelance.
Hours vary based on your availability (you’ll report average weekly hours).
You provide your own secure computer and high-speed internet. No company benefits (contractor role).
What You’ll Do
Challenge AI models with real-world training and development scenarios and theoretical adult learning questions
Validate factual accuracy and sound reasoning on topics like instructional design, curriculum development, needs analysis, facilitation, and evaluation
Capture reproducible errors and failure patterns so the model can be improved systematically
Suggest improvements to prompts, evaluation metrics, and model performance standards
What You Need
Strong foundation in training and development (adult learning theory, instructional design, learning needs analysis, competency models, blended learning, e-learning tools, engagement, evaluation)
Ability to communicate clearly and show your work, including how you reached conclusions and why something is incorrect
Bachelor’s or master’s in education, HR, organizational development, or a related field (or equivalent experience)
Bonus signals: professional certifications, facilitation experience, e-learning and LMS experience, hands-on instructional design portfolios
Benefits
Pay range: $8–$65/hour depending on experience, expertise, and location
Flexible, remote contract work you can scale up or down
Direct impact: your feedback improves the learning quality and reliability of next-gen AI systems
One quick gut-check: because it’s contract and the range is wide, treat your rate like a business decision. If you’ve built programs, owned metrics, and can talk evaluation like a grown-up (Kirkpatrick, outcomes, behavior change), don’t price yourself like “entry level help.”
Happy Hunting,
~Two Chicks…
by Terrance Ellis | Jan 20, 2026 | Uncategorized
If you’ve got real IT chops and you like breaking systems down to first principles, this is one of those “get paid to be the expert” gigs. You’ll test advanced language models on real-world IT scenarios, document where they fail, and help improve how AI reasons about enterprise tech.
About Invisible Agency
Invisible builds and operates services that help companies scale, and this project focuses on improving AI models with high-quality, expert-led training data. You’d be contributing directly to how these models handle systems thinking, technical accuracy, and enterprise-grade problem solving.
Schedule
Remote (United States).
Contract / freelance.
Hours vary based on your availability (you’ll report average weekly hours).
You provide your own secure computer and high-speed internet. No company benefits (contractor role).
What You’ll Do
Evaluate and challenge AI models using practical IT scenarios and theoretical systems architecture questions
Verify technical accuracy and logical soundness in model responses across domains like cloud, cybersecurity, databases, SDLC, and compliance
Capture reproducible errors and “failure mode” traces so issues can be diagnosed and fixed
Suggest improvements to prompts, evaluation criteria, and how model performance is measured
What You Need
Strong foundation in Computer & Information Systems (systems analysis, architecture, data management, network configuration, security, governance, compliance, etc.)
Ability to communicate clearly and show your work, including how you reached conclusions and why something is wrong
Bachelor’s or master’s degree in CIS/IT/CS (or equivalent experience)
Bonus signals: certifications (CompTIA, CISSP, AWS, PMP), enterprise deployment experience, technical writing, or systems documentation work
Benefits
Wide pay range: $6–$65/hour depending on experience, expertise, and location
Flexible, remote contract work that can fit around other responsibilities
Direct impact: your feedback helps harden AI reasoning and technical reliability
One real note though: that pay range is massive. Don’t lowball yourself if you have legit experience. If you’re newer, price modestly but not desperate. If you’ve got enterprise-level scars, ask accordingly.
Happy Hunting,
~Two Chicks…
by Terrance Ellis | Jan 20, 2026 | Uncategorized
If you can turn a rough idea into clean, scroll-stopping visuals that actually match the brand, this role is built for you. You’ll design across digital channels, keep campaigns looking sharp and consistent, and help marketing move faster without sacrificing quality.
About Wing
Wing helps companies build world-class remote teams and put operations on autopilot through managed support services. They work with businesses worldwide across roles like design, marketing, admin, and customer support. The vibe is fast, organized, and execution-focused.
Schedule
US work hours (20–40 hours per week).
Remote role (US-based applicants only).
Expectation: manage design deliverables on a consistent publishing cadence and collaborate with writers and marketers.
What You’ll Do
Design graphics for blogs, website pages, social media, email, and marketing campaigns
Manage publishing schedules, coordinate design execution, and test visuals across formats and platforms
Create branded visual concepts including motion graphics and video assets, while supporting layout proofing and campaign rollout
What You Need
Bachelor’s degree plus at least 1 year of experience (1–2 years in graphic design preferred)
Strong layout, typography, and visual design fundamentals across print and digital
Proficiency with tools like Adobe Photoshop, Illustrator, InDesign, Sketch (or similar), plus a portfolio that shows range and consistency
Benefits
Performance incentives plus holiday and overtime pay
Paid training, upskilling opportunities, and a supportive team environment
100% work-from-home with career growth opportunities
These Wing roles move fast. If your portfolio is ready and you can deliver clean work on deadline, go get it.
Happy Hunting,
~Two Chicks…
by Terrance Ellis | Jan 20, 2026 | Uncategorized
If you’re the kind of developer who can take a feature from idea to deployment without hand-holding, this one’s for you. You’ll build scalable web apps across the full stack, ship clean code, and help keep performance tight as products grow.
About Wing
Wing helps companies build world-class remote teams and put operations on autopilot through managed support services. They partner with businesses worldwide across roles like development, marketing, admin, and customer support. The work is collaborative, fast-moving, and focused on real outcomes.
Schedule
Baguio City, Philippines (location-based role).
Remote-first culture with flexible working hours.
Expectation: collaborate with product, design, and QA to deliver end-to-end features and maintain production systems.
What You’ll Do
Develop and maintain full-stack web applications, building responsive UI components and supporting backend functionality
Design and build secure REST or GraphQL APIs, integrate third-party services, and implement authentication and authorization (JWT, OAuth)
Manage CI/CD pipelines and deployments, optimize performance and scalability, and contribute to code reviews with reliable estimates
What You Need
Strong JavaScript or TypeScript skills with experience using React, Next.js, Vue, or Angular
Backend experience with Node.js (Express, NestJS), Django, or similar frameworks, plus solid database knowledge (MongoDB, PostgreSQL, MySQL)
Comfort with cloud platforms (AWS, GCP, or Azure), Docker, Git, microservices or REST principles, and testing tools like Jest, Mocha, or Cypress
Benefits
Competitive salary with performance-based bonuses
Flexible working hours and a remote-first culture
Impactful product work plus mentorship and growth support
If you can build it end-to-end, ship it reliably, and keep it fast under pressure, don’t sit on this.
Build the system. Own the launch.
Happy Hunting,
~Two Chicks…
