Familiarity with annotation tools (e.g., Labelbox, CVAT, Scale AI, or similar). * Proficiency with spreadsheets or data tracking tools. * Ability to work independently and manage high-volume tasks ...
Familiarity with annotation tools (e.g., Labelbox, CVAT, Scale AI, or similar). * Proficiency with spreadsheets or data tracking tools. * Ability to work independently and manage high-volume tasks ...
Cvat Annotation information
What are the key skills and qualifications needed to thrive in the cvat annotation position, and why are they important?
To thrive as a CVAT Annotation specialist, you need keen attention to detail, familiarity with data labeling concepts, and a solid understanding of image and video annotation techniques. Experience with CVAT (Computer Vision Annotation Tool) or similar annotation platforms is essential, and knowledge of basic computer vision or machine learning principles can be beneficial. Strong organizational skills, patience, and the ability to work both independently and collaboratively help set top performers apart. These skills ensure high-quality, accurate annotations that are crucial for training effective AI and machine learning models.
What does a cvat annotation do?
As a CVAT Annotation professional, your daily tasks generally include reviewing and labeling large volumes of images or videos using the CVAT platform, ensuring precise and consistent annotations according to project guidelines. You may also be responsible for double-checking the accuracy of your labels, collaborating with data scientists or project managers to clarify requirements, and providing feedback to improve annotation processes. Depending on the project's complexity, you might handle multiple data types or contribute to developing new labeling standards. This work is usually part of a team environment, where clear communication and quality control are highly valued. Successfully handling these responsibilities helps create reliable datasets for computer vision projects and AI systems.
What is a cvat annotation?
A CVAT annotation job involves labeling images or videos using the Computer Vision Annotation Tool (CVAT) to create datasets for machine learning models. Annotators draw bounding boxes, polygons, or other shapes around objects of interest to help train AI systems in tasks like object detection, segmentation, and classification. This job requires attention to detail, familiarity with annotation guidelines, and sometimes domain-specific knowledge depending on the project.
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Medical, Dental, Vision, Life, Retirement
Posted 4 days ago
Job description
Job#: 3044449
Job Description:
AI Data Annotation Specialist
Location: Boca Raton, Florida or Irving, Texas
Hybrid: Yes
Compensation: 24-28/Hr
Hours: Minimum 20 / week
Role Overview
We are seeking a detail-oriented AI Data Annotation Specialist to support a high-impact AI fine-tuning initiative. This role is responsible for labeling, classifying, and validating datasets to improve the accuracy and performance of machine learning models. The ideal candidate combines precision, consistency, and the ability to follow structured guidelines in a fast-paced environment.
Key Responsibilities
Everforth Apex is a world-class IT services company that serves thousands of clients across the globe. When you join Everforth Apex, you become part of a team that values innovation, collaboration, and continuous learning. We offer quality career resources, training, certifications, development opportunities, and a comprehensive benefits package. Our commitment to excellence is reflected in many awards, including ClearlyRateds Best of Staffing in Talent Satisfaction in the United States and Great Place to Work in the United Kingdom and Mexico.
Everforth Apex uses a virtual recruiter as part of the application process. Click for more details. By applying for this job, you agree to receive calls, AI-generated calls, text messages, or emails from Everforth Apex and its affiliates, and contracted partners. Frequency varies for text messages. Message and data rates may apply. Carriers are not liable for delayed or undelivered messages. You can reply STOP to cancel and HELP for help. You can access our privacy policy at
Everforth Apex Benefits Overview: Everforth Apex offers a range of supplemental benefits, including medical, dental, vision, life, disability, and other insurance plans that offer an optional layer of financial protection. We offer an ESPP (employee stock purchase program) and a 401K program which allows you to contribute typically within 30 days of starting, with a company match after 12 months of tenure. Everforth Apex also offers a HSA (Health Savings Account on the HDHP plan), a SupportLinc Employee Assistance Program (EAP) with up to 8 free counseling sessions, a corporate discount savings program and other discounts. In terms of professional development, Everforth Apex hosts an on-demand training program, provides access to certification prep and a library of technical and leadership courses/books/seminars once you have 6+ months of tenure, and certification discounts and other perks to associations that include CompTIA and IIBA. Everforth Apex has a dedicated customer service team for our Consultants that can address questions around benefits and other resources, as well as a certified Career Coach. You can access a full list of our benefits, programs, support teams and resources within our 'Welcome Packet' as well, which an Everforth Apex team member can provide.
Everforth Apex Systems is an equal opportunity employer. We do not discriminate or allow discrimination on the basis of race, color, religion, creed, sex (including pregnancy, childbirth, breastfeeding, or related medical conditions), age, sexual orientation, gender identity, national origin, ancestry, citizenship, genetic information, registered domestic partner status, marital status, disability, status as a crime victim, protected veteran status, political affiliation, union membership, or any other characteristic protected by law. Everforth Apex will consider qualified applicants with criminal histories in a manner consistent with the requirements of applicable law.
If you require an accommodation under the Americans with Disabilities Act to participate in an interview with a virtual recruiter or to use our website for a search or application, please contact our Benefits Department at or . Please note that this contact information is strictly to be used for medical ADA accommodations and that no other inquiries will be answered.
UnitedHealthcare creates and publishes the Transparency in Coverage Machine-Readable Files on behalf of Everforth Apex Systems.
Job Description:
AI Data Annotation Specialist
Location: Boca Raton, Florida or Irving, Texas
Hybrid: Yes
Compensation: 24-28/Hr
Hours: Minimum 20 / week
Role Overview
We are seeking a detail-oriented AI Data Annotation Specialist to support a high-impact AI fine-tuning initiative. This role is responsible for labeling, classifying, and validating datasets to improve the accuracy and performance of machine learning models. The ideal candidate combines precision, consistency, and the ability to follow structured guidelines in a fast-paced environment.
Key Responsibilities
- Perform data labeling and annotation across multiple data types (e.g., text, image, sensor data, behavioral signals).
- Apply predefined guidelines to ensure high-quality, consistent annotations.
- Review and validate labeled data to maintain accuracy and reduce bias.
- Collaborate with AI/ML teams to refine labeling schemas and edge cases.
- Identify anomalies, ambiguities, or gaps in datasets and escalate as needed.
- Maintain documentation of labeling decisions and updates to taxonomy.
- Experience in data annotation and labeling.
- Strong attention to detail and ability to follow structured instructions.
- Analytical thinking with the ability to interpret nuanced scenarios.
- Familiarity with annotation tools (e.g., Labelbox, CVAT, Scale AI, or similar).
- Proficiency with spreadsheets or data tracking tools.
- Ability to work independently and manage high-volume tasks with consistency.
- Experience supporting machine learning or AI fine-tuning projects.
- Exposure to taxonomy design, classification frameworks, or metadata structuring.
Everforth Apex is a world-class IT services company that serves thousands of clients across the globe. When you join Everforth Apex, you become part of a team that values innovation, collaboration, and continuous learning. We offer quality career resources, training, certifications, development opportunities, and a comprehensive benefits package. Our commitment to excellence is reflected in many awards, including ClearlyRateds Best of Staffing in Talent Satisfaction in the United States and Great Place to Work in the United Kingdom and Mexico.
Everforth Apex uses a virtual recruiter as part of the application process. Click for more details. By applying for this job, you agree to receive calls, AI-generated calls, text messages, or emails from Everforth Apex and its affiliates, and contracted partners. Frequency varies for text messages. Message and data rates may apply. Carriers are not liable for delayed or undelivered messages. You can reply STOP to cancel and HELP for help. You can access our privacy policy at
Everforth Apex Benefits Overview: Everforth Apex offers a range of supplemental benefits, including medical, dental, vision, life, disability, and other insurance plans that offer an optional layer of financial protection. We offer an ESPP (employee stock purchase program) and a 401K program which allows you to contribute typically within 30 days of starting, with a company match after 12 months of tenure. Everforth Apex also offers a HSA (Health Savings Account on the HDHP plan), a SupportLinc Employee Assistance Program (EAP) with up to 8 free counseling sessions, a corporate discount savings program and other discounts. In terms of professional development, Everforth Apex hosts an on-demand training program, provides access to certification prep and a library of technical and leadership courses/books/seminars once you have 6+ months of tenure, and certification discounts and other perks to associations that include CompTIA and IIBA. Everforth Apex has a dedicated customer service team for our Consultants that can address questions around benefits and other resources, as well as a certified Career Coach. You can access a full list of our benefits, programs, support teams and resources within our 'Welcome Packet' as well, which an Everforth Apex team member can provide.
Everforth Apex Systems is an equal opportunity employer. We do not discriminate or allow discrimination on the basis of race, color, religion, creed, sex (including pregnancy, childbirth, breastfeeding, or related medical conditions), age, sexual orientation, gender identity, national origin, ancestry, citizenship, genetic information, registered domestic partner status, marital status, disability, status as a crime victim, protected veteran status, political affiliation, union membership, or any other characteristic protected by law. Everforth Apex will consider qualified applicants with criminal histories in a manner consistent with the requirements of applicable law.
If you require an accommodation under the Americans with Disabilities Act to participate in an interview with a virtual recruiter or to use our website for a search or application, please contact our Benefits Department at or . Please note that this contact information is strictly to be used for medical ADA accommodations and that no other inquiries will be answered.
UnitedHealthcare creates and publishes the Transparency in Coverage Machine-Readable Files on behalf of Everforth Apex Systems.
About Apex Systems
Sourced by ZipRecruiter
Industry
It services
Company size
1,001 - 5,000 Employees
Headquarters location
Glen Allen, VA, US
Year founded
1995