by Terrance Ellis | Jan 5, 2026 | Uncategorized
If you’re the type who can make Bash sing and make broken systems confess, this is for you. You’ll stress-test advanced AI models with real software engineering scenarios, then document what fails so the model gets sharper, safer, and more reliable.
About Invisible
Invisible supports AI development by creating high-quality training data and expert evaluation workflows. They partner with technical specialists to validate outputs, identify failure modes, and improve model reasoning 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 Bash
⦁ Verify logical correctness, Bash fluency, and solution completeness
⦁ Assess code quality for clarity, maintainability, and secure practices
⦁ Capture reproducible error traces and document recurring failure patterns
⦁ Challenge the model on complex topics (APIs, debugging, distributed systems, systems programming) and flag weak reasoning
⦁ Suggest improvements to prompts, evaluation criteria, and quality metrics based on what you observe
What You Need
⦁ Strong Bash scripting skills with real-world engineering experience
⦁ Solid understanding of core CS fundamentals (algorithms, data structures, architecture concepts)
⦁ Comfort working across real engineering scenarios (debugging, security, system behavior, integrations)
⦁ 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 pipelines
⦁ Direct impact on model quality, safety, and usefulness
⦁ Project-based opportunities that can expand with performance and availability
Strong reviewers don’t sit in the queue long.
If you’re ready to put your Bash expertise to work and help train the models people will rely on, apply now and set a rate that matches your skill.
Happy Hunting,
~Two Chicks…
by Terrance Ellis | Jan 5, 2026 | Uncategorized
Your homography expertise can directly improve the next generation of computer vision and AI systems. You’ll help train models to get spatial reasoning right, not just “recognize stuff,” so the outputs are accurate, consistent, and usable in real-world vision and graphics work.
About Invisible
Invisible supports AI development through high-quality training data and expert evaluation. They work with specialists to review, refine, and improve AI outputs so models perform better across complex, real-world problem spaces.
Schedule
Contract, freelance, remote (U.S. listed).
Hours vary based on your availability and project needs.
You provide a secure computer and stable internet connection.
What You’ll Do
⦁ Review and annotate AI-generated content related to homography and projective geometry
⦁ Evaluate model outputs for mathematical correctness, clarity, and multi-view consistency
⦁ Identify reproducible error patterns and document failure modes for model improvement
⦁ Select and label static points across images to support transformations and evaluation tasks
⦁ Conduct manual and synthetic homographies and validate transformation accuracy
⦁ Collaborate with the team to refine prompts, evaluation methods, and domain guidelines
⦁ Provide actionable feedback that improves reliability for real applications (robotics, AR, 3D reconstruction, mapping)
What You Need
⦁ Foundational knowledge of homography and projective geometry (coursework, research, or applied work)
⦁ Experience in computer vision, robotics, graphics, or related technical fields
⦁ Strong analytical thinking and the ability to spot subtle mathematical or reasoning errors
⦁ Clear written communication for documenting issues and giving structured feedback
⦁ High attention to detail and consistency when labeling or validating transformations
⦁ Degree in mathematics, computer science, engineering, or similar is a plus
Benefits
⦁ Flexible, remote contract work
⦁ Pay range of $8–$65/hour (rate based on experience, expertise, and location)
⦁ Work that directly influences model quality and real-world usefulness
⦁ Exposure to cutting-edge AI tools and evaluation workflows
⦁ Project-based opportunities that can scale with performance and availability
Roles like this move fast, and strong specialists get picked up early.
If you’re ready to turn homography skill into real model impact, get your application in and set a confident rate that matches your depth.
Happy Hunting,
~Two Chicks…
by Terrance Ellis | Jan 5, 2026 | Uncategorized
Design the backbone systems that power mission-critical work for the U.S. government. In this role, you’ll lead architecture decisions end-to-end, balancing performance, security, scalability, and real-world constraints.
About Citizant
Citizant provides professional IT services to U.S. government agencies, with a focus on Agile application development, Enterprise Data Management, Enterprise Architecture, and Program Management support. They support key missions within the U.S. Departments of Homeland Security and Treasury, and emphasize a collaborative, small-company culture guided by their core values.
Schedule
Full-time, 100% remote.
U.S. work eligibility required (U.S. citizen).
Public Trust/MBI required or must be able to obtain.
What You’ll Do
⦁ Lead system design, architecture, and integration across hardware, software, networking, and storage components
⦁ Evaluate emerging tools and platforms and recommend solutions based on performance, reliability, scalability, and cost
⦁ Optimize system performance by identifying bottlenecks and improving throughput and resource utilization
⦁ Integrate security and compliance requirements (FISMA, NIST frameworks, GDPR considerations as applicable) into architectures
⦁ Design for scalability, resilience, redundancy, and failover to support growing workloads
⦁ Collaborate cross-functionally with developers, network engineers, DBAs, and stakeholders to ensure interoperability
⦁ Create technical documentation (design docs, architecture diagrams, implementation guides) and provide project updates
⦁ Stay current on industry best practices and drive continuous improvement across systems and processes
What You Need
⦁ 10+ years of experience in system design, architecture, and implementation
⦁ Strong knowledge of hardware, operating systems, networking protocols, and storage technologies
⦁ Programming proficiency in multiple languages (Java, C#, Python, JavaScript)
⦁ Strong analytical and problem-solving skills with high attention to detail
⦁ Excellent communication skills and the ability to work effectively across technical teams
⦁ Bachelor’s degree in Computer Science, Computer Engineering, or a related field
⦁ U.S. citizenship and Active Public Trust/MBI (or ability to obtain)
⦁ Certifications are a plus (CISSP, CCNA, AWS or Azure Solutions Architect)
Benefits
⦁ Medical, dental, and vision insurance
⦁ 401(k) with company match
⦁ Generous PTO
⦁ Company-paid life and disability insurance
⦁ Flexible Spending Accounts (FSA)
⦁ Employee Assistance Program (EAP)
Hiring now for a high-impact, senior-level architect who can lead with clarity and deliver systems that hold up under pressure.
If you’re ready to own the architecture, influence the technical direction, and ship durable solutions, this is your lane.
Happy Hunting,
~Two Chicks…
by Terrance Ellis | Jan 4, 2026 | Uncategorized
Build high fidelity websites and modern web apps that help make open source accessible to millions. If you’re strong in React + TypeScript, care about performance, SEO, and accessibility, and you actually enjoy working alongside designers, Canonical’s web team is calling.
About Canonical
Canonical publishes Ubuntu and builds open source platforms used across cloud, AI, and enterprise. Remote first since 2004, they operate globally with teams in 75+ countries. The web team partners with UX, visual design, and engineering to ship polished web experiences and maintain Canonical’s product portfolio.
Schedule
- Fully remote in EMEA time zones (Europe, Middle East, Africa)
- Collaborative work with designers, UX, and server side developers
- Travel required up to 2 times per year for team sprints and company events
What You’ll Do
• Build high fidelity sites and web apps using modern HTML, SCSS, React, and TypeScript
• Maintain existing web projects by updating content, adding new pages, and improving components
• Manage incoming update requests and coordinate work across the team when needed
• Ensure new pages ship on spec and align with Canonical’s web style guide
• Protect quality across the portfolio: performance, accessibility, responsive behavior, and polish
• Contribute to Canonical’s living style guide and component system (Vanilla Framework)
• Work closely with UX and visual designers to implement strong user experiences
What You Need
• Proven experience building modern web applications
• Strong HTML, CSS (SCSS), and JavaScript fundamentals
• Experience with JavaScript component libraries and TypeScript
• Deep comfort building responsive UI across devices and browsers
• Git experience and good version control habits
• SEO best practices and performance awareness for complex interfaces
• Accessibility minded approach in everything you ship
• Clear communication with designers, UX, and backend developers
• Curiosity and a habit of learning continuously
• Based in EMEA time zones
• Degree or equivalent experience
Benefits
• Distributed work environment with twice yearly team sprints in person
• USD 2,000 annual learning and development budget
• Annual compensation review
• Recognition rewards
• Annual holiday leave
• Maternity and paternity leave
• Team Member Assistance Program and wellness platform
• Travel opportunities to meet colleagues, plus Priority Pass and long haul travel upgrades
If you’re the kind of developer who sweats the details and still ships fast, this is a clean match.
Build the web front door for open source.
Happy Hunting,
~Two Chicks…
by Terrance Ellis | Jan 4, 2026 | Uncategorized
Help Canonical ship a consistent, accessible experience across a huge ecosystem of products, from cloud dashboards to developer tools. If you love building design systems that actually get adopted, and you can bridge Figma and code without drama, this role is a strong fit.
About Canonical
Canonical publishes Ubuntu and builds open source platforms used across cloud, AI, IoT, and enterprise. Remote first since 2004, they operate globally with teams in 75+ countries. The Design System team helps ensure Canonical’s products feel cohesive and scalable by evolving the system that designers and engineers rely on.
Schedule
- Fully remote in EMEA
- Cross functional collaboration with designers, engineers, and stakeholders
- Travel required up to 4 times per year for internal events
What You’ll Do
• Build and evolve Canonical’s design system to drive adoption, consistency, scalability, and accessibility
• Translate user needs and brand principles into reusable components, patterns, and guidelines
• Design and document UI components, design tokens, and interaction patterns
• Champion design system governance and best practices across teams with clear documentation and support
• Deliver against the roadmap with strong project ownership and deadline discipline
• Advocate for accessibility, performance, and scalability, iterating based on data and platform constraints
• Stay on top of design system trends while keeping the system coherent and maintainable
What You Need
• UX or product design experience with a strong focus on design systems in complex environments
• Portfolio showing component libraries, documentation, and real world system adoption
• Expertise in Figma, Storybook, and design token workflows
• Strong collaboration skills with engineers and comfort bridging design and code
• Clear communication and decision documentation, with sharp attention to detail
• Ownership mindset for transparent delivery and hitting deadlines
• Willingness to travel for team events
Benefits
• Distributed work environment with twice yearly team sprints in person
• USD 2,000 annual learning and development budget
• Annual compensation review
• Recognition rewards
• Annual holiday leave
• Maternity and paternity leave
• Team Member Assistance Program and wellness platform
• Travel opportunities to meet colleagues, plus Priority Pass and long haul travel upgrades
If you’ve ever looked at a product suite and thought, “This needs a system, not another one off,” you’re the person they want.
Build the foundation that makes everything else feel intentional.
Happy Hunting,
~Two Chicks…
