At Colibri, we collaborate with over 5 million professionals and partners to provide exceptional professional education solutions for licensing, continuing education, test preparation, and career readiness.

We strongly believe that quality education is the foundation for success. Our mission is to lead others to achieve more and thrive in their careers, transforming not only their professional lives but also their everyday experiences. 

Through our comprehensive range of products and career training programs, we enable professionals to obtain licenses, maintain their credentials, and acquire the skills needed to excel in their respective fields.

Whether you're embarking on a new career journey or approaching retirement, our diverse companies are dedicated to supporting individuals throughout their entire professional trajectory, fostering personal and professional triumphs along the way. We are here to help you achieve unparalleled personal and professional success.

Industry: Professional Training and Coaching
Company Size: 1,001-5,000 employees

Colibri Group

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At Colibri, culture is a critical part of our collective success, and we live our values everyday: Love, Joy,

Boldness, Teamwork and Curiosity. These values guide our interactions with each other, our customers,

and the community as a whole.

We have a rich and storied history. Colibri is one of the pioneers of online professional education,

introducing some of the first web-based professional education courses in 2001. Today, the company’s

family of brands are the leading online professional education platforms in their respective end-markets.

We proudly serve >1 million customers annually and employ more than 1,500 mission-aligned

professionals. To learn more, please visit: www.colibrigroup.com

Position Overview

Looking to make a difference as a Real Estate Instructor? Join Gold Coast's team of dedicated professionals and help improve lives, one person at a time. As a leading licensing school for the past 50 years, Gold Coast has become the provider of choice for many students in Florida, offering pre-license and continuing education courses in English and Spanish across their Florida locations. As a Real Estate Instructor, you'll conduct Pre-Licensing, Post-Licensing, and continuing education training.

Join us and help shape the future of the real estate industry!

**What you'll do**

- “Teach students, not material”- Not reading material to students, but explaining to them

- Demonstrate the ability to operate and present the course via power point slide presentations, use any other equipment as required, including but not limited to Microphone, Electronic whiteboard, Zoom platform

- Exhibit ethical behavior in the classroom at all times

- Adhere to all dress codes and be neatly groomed

- Start and end class at the prescribed times

- Cooperate with all staff requests concerning classroom documentation

- Conduct the classroom in compliance with Colibri/Gold Coast and State of Florida guidelines

- Promote other Gold Coast programs and products to Gold Coast students

- Exhibit strict adherence to Colibri/Gold Coast policies and guidelines

**What you'll need to succeed**

- Possess and maintain a Florida Real Estate Instructors permit

- Possess extensive knowledge of the course material

- Possess significant knowledge and understanding of Florida real estate laws and industry practices

- Ability to teach classroom and livestream students via Zoom

- Effective public speaking and communication to adults of all ages

- Ability to understand and teach real estate math concepts

- Ability and willingness to teach a minimum of 3 different real estate courses

- Be willing to teach evening, weekends, and weekdays

Colibri Group welcomes applicants from all backgrounds and experiences, and we understand that not every candidate will meet every requirement listed in the job description. Research has shown that women and people of color may be less likely to apply to jobs unless they feel they meet every qualification, and we want to actively combat this bias in our hiring process. If you're excited about the role and believe you have the skills and experience to contribute to our team, we encourage you to apply, even if your background doesn't align perfectly with every qualification listed. We are committed to building a diverse and inclusive workplace, and we believe that diversity of perspectives and experiences is essential to our success. You may be just the right candidate for this role or another position within our organization. Don't hesitate to take the leap and apply today!

We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.

Part-Time Real Estate Instructor- Gold Coast Schools (Kendall)

Established in 2002, Cactus Communications (cactusglobal.com) is a leading science communication and technology company. 

It specializes in AI products and solutions that improve how research gets funded, published, communicated, and discovered. Its flagship brand Editage offers a comprehensive suite of researcher solutions, including expert services and cutting-edge AI products like Mind the Graph, Paperpal, and R Discovery. CACTUS also offers medical communications under its brand Cactus Life Sciences. With offices in Princeton, London, Singapore, Beijing, Shanghai, Seoul, Tokyo, and Mumbai and a global workforce of over 3,000 experts, CACTUS is a pioneer in workplace best practices and has been consistently recognized as a great place to work.

Industry: Software Development
Company Size: 1,001-5,000 employees

Cactus Communications

We are currently looking for **researchers, retired researchers, and former researchers ** who can perform peer reviews for journals and publishers.

**Note: ** You should be able to disclose your full name and affiliations with the publishers.

**WHAT YOU NEED to Have:**

- Doctorate (PhD/MD) or equivalent advanced degree in the subject area.

- At least two publications in the last two years in your field.

- Thorough understanding of research methodologies and ethical principles within the relevant discipline.

- Excellent analytical and critical thinking skills.

- Strong written communication skills with the ability to provide clear, concise, and constructive feedback.

- Ability to adhere to deadlines and manage time effectively.

- Commitment to maintaining confidentiality and objectivity.

- Prior experience as a peer reviewer for academic journals is highly desirable.

- Familiarity with online manuscript submission and review systems.

**WHAT YOU WILL DO:**

- Assess Novelty: Assess whether the manuscript is original and adds new knowledge or insights to the field of study.

- Evaluate Study Design and Methodology: Assess whether the study design and methods are appropriate, comprehensive, and clearly described to ensure that the research can be accurately reproduced in the future.

- Literature Review: Check whether the manuscript thoroughly incorporates and cites relevant, up-to-date research in the field.

- Analyse Results and Conclusions: Evaluates whether the results are presented clearly and appropriately, and whether the conclusions are supported by the data and significant to the field.

- Providing Constructive Feedback: Provide constructive feedback, suggesting improvements or highlighting any flaws, omissions, or ethical concerns.

- Recommend Publication: Based on your evaluation, the journal editor will decide whether the manuscript should be accepted, revised, or rejected.

Freelance Peer Reviewer - Coastal and Marine Engineering

Powered by Labelbox. Earn money by teaching AI models. Get paid to align groundbreaking AI models with your expertise

Industry: Technology, Information and Internet
Company Size: 11-50 employees

Alignerr

**Environmental Engineering – AI Data Trainer**

**About The Role**

We're partnering with the world's leading AI research teams to build smarter, more technically rigorous AI models — and we need environmental engineers to help get there.

As an AI Data Trainer, you'll put your deep domain knowledge to work stress-testing and improving how advanced language models reason through real-world environmental engineering problems. From contaminant transport to hazardous waste remediation, your expertise will directly shape the reliability of AI systems used by engineers, researchers, and policymakers worldwide.

This is a fully remote, flexible contract role — work on your own schedule, on problems that matter.

- Organization: Alignerr

- Type: Hourly Contract

- Location: Remote

- Commitment: 10–40 hours/week

**What You'll Do**

- Design Advanced Technical Problems — Create challenging environmental engineering scenarios spanning contaminant transport, mass balance in treatment plants, hydrology, Life Cycle Assessments (LCA), and more

- Author Gold-Standard Solutions — Develop rigorous, step-by-step technical solutions — including chemical dosage calculations, hydraulic flow models, and pollutant dispersion simulations — that serve as benchmark responses for AI training

- Audit AI Outputs — Critically evaluate AI-generated remediation plans, environmental impact statements, and technical calculations for accuracy, safety, and regulatory compliance (EPA, ISO 14001, and others)

- Sharpen AI Reasoning — Identify where AI reasoning breaks down — incorrect stoichiometry, missed secondary impacts, flawed unit conversions — and provide structured feedback that directly improves model performance

**Who You Are**

- Pursuing or holding a Master's or PhD in Environmental Engineering, Civil Engineering (environmental focus), or a closely related field

- Strong foundational knowledge in one or more core areas: aquatic chemistry, wastewater process design, air quality engineering, or hazardous waste remediation

- Able to communicate complex technical and ecological concepts clearly and precisely in written form

- Detail-oriented — meticulous when it comes to unit conversions, chemical equations, and regulatory logic

- Self-motivated and comfortable working independently on technically demanding tasks

- No prior AI experience required

**Nice to Have**

- Experience with data annotation, data quality review, or evaluation systems

- Familiarity with environmental modeling software (e.g., AERMOD, SWMM, or similar)

**Why Join Us**

- Work on cutting-edge AI projects alongside top AI research labs

- Fully remote and flexible — work when and where it suits you

- Freelance perks: autonomy, variety, and global collaboration

- Get rare, hands-on exposure to how large language models are trained and evaluated

- Contribute to AI that could shape the future of environmental science and sustainability

- Potential for ongoing work and contract extension

Environmental Engineering - AI Data Trainer

**Mechanical Engineering — AI Data Trainer**

**About The Role**

We partner with the world's leading AI research teams and labs to build and train cutting-edge AI models. Now we're looking for mechanical engineers to help us make those models smarter, more rigorous, and technically trustworthy.

Your deep expertise in fluid dynamics, thermodynamics, structural mechanics, and related disciplines will be used to challenge, stress-test, and refine how advanced AI systems reason through real engineering problems. This is a unique opportunity to apply your technical knowledge in a completely new domain — and directly influence the next generation of AI.

- Organization: Alignerr

- Type: Hourly Contract

- Location: Remote

- Commitment: 10–40 hours/week

**What You'll Do**

- Design Complex Engineering Problems — Craft advanced, multi-step problems across domains like FEA (Finite Element Analysis), heat transfer, kinematics, thermodynamics, and material science to rigorously test AI performance.

- Author Ground-Truth Solutions — Write detailed, step-by-step technical solutions and benchmark responses that AI models use as the gold standard for learning.

- Audit Technical Reasoning — Evaluate AI-generated outputs — including CAD logic, thermodynamic proofs, and material specifications — for accuracy, safety, and adherence to engineering standards (e.g., ASME, ISO).

- Refine AI Reasoning — Identify logical errors such as incorrect force distributions, energy conservation violations, or flawed assumptions, and provide structured feedback to improve how the model thinks.

**Who You Are**

- Advanced Degree — Master's (pursuing or completed) or PhD in Mechanical Engineering, Aerospace Engineering, or a closely related field.

- Domain Expertise — Strong foundational knowledge in one or more core areas: solid mechanics, fluid mechanics, heat transfer, CAD/CAM, or manufacturing processes.

- Clear Technical Communicator — Able to explain complex physical phenomena and mathematical reasoning in clear, structured written form.

- Detail-Oriented — High precision when checking derivations, unit conversions, boundary conditions, and physical constraints.

- No AI experience required — if you know engineering, we can teach you the rest.

**Nice to Have**

- Prior experience with data annotation, data quality, or evaluation workflows

- Proficiency in engineering software such as SolidWorks, MATLAB, or ANSYS

- Familiarity with how large language models (LLMs) are trained or evaluated

**Why Join Us**

- Work on genuinely cutting-edge AI projects alongside top research labs

- Fully remote and flexible — work on your schedule, your terms

- Meaningful work: your expertise directly shapes how AI understands engineering

- Freelance autonomy with the structure of real, impactful projects

- Exposure to advanced LLMs and the forefront of AI development

- Potential for ongoing work and contract extension

Mechanical Engineering

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