by Terrance Ellis | Jan 5, 2026 | Uncategorized
Turn 2D reference into production-ready 3D assets with clean topology, accurate proportions, and real volumetric fidelity. If you’re strong in both hard-surface and organic modeling and you can iterate fast without getting precious, this is a solid contract lane.
About Invisible
Invisible supports AI development through high-quality training data and expert evaluation workflows. They work with specialists who can build accurate digital assets and refine them through feedback to improve model performance and real-world reliability.
Schedule
Contract, remote (U.S. listed).
Entry level.
You provide a secure computer and high-speed internet connection.
Pay rate: $22/hour.
What You’ll Do
⦁ Translate 2D reference images into precise 3D models with accurate geometry, proportions, and clean topology
⦁ Source supplementary references to resolve occlusions, unclear angles, or incomplete imagery
⦁ Produce high-quality assets across multiple categories: hard surface, organic, environment, and architecture
⦁ Model hard-surface assets like vehicles, props, and machinery with production-ready detail
⦁ Model organic assets including humans (realistic digital doubles), animals, plants, and natural forms
⦁ Build environment and architectural assets such as buildings, landscapes, set pieces, and world elements
⦁ Iterate based on feedback while aligning with quality standards and artistic direction
⦁ Clearly communicate your workflow and document problem-solving steps when needed
What You Need
⦁ Bachelor’s or Master’s degree in 3D Art, Animation, Game Design, Computer Graphics, or related field, or equivalent professional experience
⦁ Proficiency in industry-standard modeling tools (Maya, Blender, ZBrush, Houdini, 3ds Max)
⦁ Familiarity with UV and texturing workflows (Substance Painter, Mari)
⦁ Portfolio showing range across hard surface, organic, and environmental assets (film, games, AR/VR, or interactive media preferred)
⦁ Strong understanding of anatomy, form, and material definition
⦁ Ability to “show your work” and explain modeling decisions clearly
⦁ Comfort in iterative pipelines with a collaborative, feedback-friendly mindset
Benefits
⦁ Flexible, remote contract work
⦁ $22/hour pay rate
⦁ Portfolio-building projects across varied asset types
⦁ Practice working in a production-style feedback loop
⦁ Opportunity to contribute to AI training workflows in a creative technical role
Backbone check: this posting reads almost identical to the 3D Artist Specialist one. If Invisible is duplicating roles, your best play is to apply to both only if your portfolio truly covers hard surface + organic + environments. Otherwise, pick the one that matches your strongest lane so your submission feels focused.
Happy Hunting,
~Two Chicks…
by Terrance Ellis | Jan 5, 2026 | Uncategorized
If you can look at a 2D reference and pull a production-ready 3D asset out of thin air, this is your lane. You’ll build clean, accurate models that hold up under scrutiny, then iterate fast based on feedback.
About Invisible
Invisible supports AI development by producing high-quality training data and expert evaluation workflows. They work with specialists who can create and refine high-fidelity assets that help improve model performance and real-world reliability.
Schedule
Contract, remote (U.S. listed).
Entry level.
You provide a secure computer and high-speed internet connection.
Pay rate: $22/hour.
What You’ll Do
⦁ Translate 2D reference images into accurate 3D models with strong geometry, proportions, and clean topology
⦁ Source additional references to solve occlusions, blurry details, or incomplete imagery
⦁ Create high-quality assets across multiple categories: hard surface, organic, environment, and architecture
⦁ Model hard-surface assets like vehicles, props, and machinery with production-ready detail
⦁ Model organic assets including humans (realistic digital doubles), animals, plants, and natural forms
⦁ Build environments and architectural assets such as buildings, landscapes, set pieces, and world elements
⦁ Iterate on models based on feedback while aligning with quality standards and artistic direction
⦁ Communicate your process clearly and document problem-solving steps when needed
What You Need
⦁ Bachelor’s or Master’s degree in 3D Art, Animation, Game Design, Computer Graphics, or related field, or equivalent professional experience
⦁ Proficiency in industry-standard tools (Maya, Blender, ZBrush, Houdini, 3ds Max)
⦁ Familiarity with UV and texturing workflows (Substance Painter, Mari)
⦁ A portfolio showing strong range across hard surface, organic, and environmental modeling (film, games, AR/VR, or interactive media preferred)
⦁ Solid understanding of anatomy, form, and material definition
⦁ Ability to “show your work” and explain your modeling decisions and workflow
⦁ Comfort working in an iterative pipeline with a collaborative, feedback-friendly mindset
Benefits
⦁ Flexible, remote contract work
⦁ $22/hour pay rate
⦁ Portfolio-building work across a wide variety of asset types
⦁ Practice in a production-style feedback and iteration loop
⦁ Opportunity to contribute to AI training workflows in a creative, technical role
This is a portfolio-first role. If your work is clean and you can iterate without ego, you’ll stand out fast.
Happy Hunting,
~Two Chicks…
by Terrance Ellis | Jan 5, 2026 | Uncategorized
If you’re fluent in Java and you can explain why something works, not just that it compiles, this role puts you in the driver’s seat. You’ll challenge advanced AI models with real engineering problems, then document every failure mode so the model learns to reason cleaner, code safer, and debug smarter.
About Invisible
Invisible supports AI development by producing high-quality training data and expert evaluation workflows. They partner with technical specialists to validate outputs, identify failure patterns, and improve model reasoning for real-world software engineering use.
Schedule
Contract, freelance, remote (U.S. listed).
Hours vary based on your availability and project demand.
You provide a secure computer and high-speed internet connection.
What You’ll Do
⦁ Converse with AI models on software engineering tasks and technical scenarios using Java
⦁ Verify logical accuracy, Java fluency, and completeness of solutions
⦁ Assess code quality for clarity, maintainability, and secure coding practices
⦁ Capture reproducible error traces and document recurring failure patterns
⦁ Challenge the model on complex topics (async concepts, RESTful APIs, OOP design, debugging distributed systems)
⦁ Suggest improvements to prompts, evaluation criteria, and quality metrics based on what you observe
What You Need
⦁ Strong, practical Java experience in real-world environments
⦁ Solid CS fundamentals (algorithms, data structures, software architecture)
⦁ Comfort debugging and reasoning through complex system behavior
⦁ Ability to clearly explain reasoning and “show your work” in writing
⦁ High attention to detail and consistency when evaluating technical outputs
⦁ Degree in CS/Software Engineering (BS/MS/PhD) is ideal; open-source work, technical writing, or equivalent experience valued
Benefits
⦁ Flexible, remote contract work
⦁ Pay range of $8–$65/hour (rate based on experience, expertise, and location)
⦁ Hands-on work with cutting-edge AI tools and evaluation pipelines
⦁ Direct impact on model reliability, safety, and usefulness
⦁ Project-based opportunities that can expand with performance and availability
These roles reward people who are precise, consistent, and can write clean explanations without getting cute.
If you’re ready to turn your Java skills into real model improvements, apply now and set a rate that matches your depth.
Happy Hunting,
~Two Chicks…
by Terrance Ellis | Jan 5, 2026 | Uncategorized
If you can build clean, standards-based HTML and you actually understand the JavaScript/TypeScript layer that makes it come alive, this role is a strong fit. You’ll pressure-test AI models with real frontend engineering scenarios, then document what fails so the model learns to produce sharper, safer, more reliable code.
About Invisible
Invisible supports AI development by producing high-quality training data and expert evaluation workflows. They work with specialists who can validate outputs, catch failure modes, and improve model reasoning for real-world engineering use.
Schedule
Contract, freelance, remote (U.S. listed).
Hours vary based on your availability and project demand.
You provide a secure computer and high-speed internet connection.
What You’ll Do
⦁ Converse with AI models on software engineering tasks and technical scenarios using HTML (and related web stack topics)
⦁ Verify logical accuracy, coding fluency, and solution completeness
⦁ Evaluate code quality for clarity, maintainability, standards compliance, and secure practices
⦁ Capture reproducible error traces and document recurring failure patterns
⦁ Challenge the model on complex topics (async behavior, RESTful API integration, architecture decisions, debugging)
⦁ Suggest improvements to prompts, evaluation methods, and quality metrics based on what you observe
What You Need
⦁ Strong HTML proficiency (beyond basic markup, including real-world structure and standards)
⦁ Solid professional experience with JavaScript and/or TypeScript
⦁ Strong CS and engineering fundamentals (architecture thinking, debugging, clean design)
⦁ Ability to clearly explain reasoning and “show your work” in writing
⦁ High attention to detail and consistency when evaluating technical outputs
⦁ Degree in CS/Software Engineering (BS/MS/PhD) is ideal; open-source work, technical writing, or equivalent experience valued
Benefits
⦁ Flexible, remote contract work
⦁ Pay range of $6–$65/hour (rate based on experience, expertise, and location)
⦁ Hands-on work with cutting-edge AI tools and evaluation workflows
⦁ Direct impact on model reliability, safety, and usefulness
⦁ Project-based opportunities that can expand with performance and availability
Quick backbone check: “HTML specialist” is a misleading title. They want a web engineer who can reason and write clearly, not someone who only knows tags. If your JS/TS isn’t solid, skip this one.
If you’re ready to turn your web stack skill into real model improvements, apply now and set a rate that matches your depth.
Happy Hunting,
~Two Chicks…
by Terrance Ellis | Jan 5, 2026 | Uncategorized
If you’re nasty with C++ and you actually enjoy chasing bugs into the dark, this role puts that brain to work where it matters. You’ll challenge advanced AI models with real engineering problems, then document what breaks so the model learns to reason cleanly under pressure.
About Invisible
Invisible supports AI development by producing high-quality training data and expert evaluation. They partner with technical specialists to validate outputs, identify failure modes, and improve model performance for real-world use.
Schedule
Contract, freelance, remote (U.S. listed).
Hours vary based on your availability and project demand.
You provide a secure computer and high-speed internet connection.
What You’ll Do
⦁ Converse with AI models on software engineering tasks and technical scenarios using C++
⦁ Verify correctness, C++ fluency, and completeness of solutions
⦁ Evaluate code quality for clarity, maintainability, performance, and secure practices
⦁ Capture reproducible error traces and document recurring failure patterns
⦁ Challenge the model on complex engineering topics (async concepts, APIs, memory management, OOP, debugging distributed systems)
⦁ Recommend improvements to prompts, evaluation methods, and quality metrics based on observed gaps
What You Need
⦁ Strong, practical C++ experience (not just academic)
⦁ Deep understanding of memory management, performance tradeoffs, and debugging techniques
⦁ Solid CS fundamentals (algorithms, data structures, architecture concepts)
⦁ Ability to clearly explain reasoning and “show your work” in writing
⦁ High attention to detail and consistency when evaluating technical outputs
⦁ Degree in CS/Software Engineering (BS/MS/PhD) is ideal; open-source work, technical writing, or equivalent experience strongly valued
Benefits
⦁ Flexible, remote contract work
⦁ Pay range of $8–$65/hour (rate based on experience, expertise, and location)
⦁ Hands-on work with cutting-edge AI tools and evaluation workflows
⦁ Direct impact on model reliability, safety, and usefulness
⦁ Project-based opportunities that can expand with performance and availability
These roles reward people who can be precise and relentless without getting sloppy.
If you’re ready to turn your C++ skills into real model improvements, apply now and set a rate that reflects your depth.
Happy Hunting,
~Two Chicks…
