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Data Annotation Services Jobs in Florida (NOW HIRING)

AI Data Annotation Specialist

Boca Raton, FL · On-site

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

Job#: 3044449 AI Data Annotation Specialist Location: Boca Raton, Florida or Irving, Texas Hybrid ... Everforth Apex is a world-class IT services company that serves thousands of clients across the ...

Data Scientist Lead

Tampa, FL · On-site

  • Medical

  • Retirement

Establish best practices for annotation quality management, training data curation, active learning ... services at scale. * Proficiency in SQL with strong working knowledge of Oracle databases for ...

New

Data Scientist

Miami, FL · On-site +1

  • Medical

  • Dental

  • PTO

S., Inc. (AIS) is a national scientific services firm supporting maritime activities requiring ... Support annotation of datasets and development of machine learning models, including training and ...

Data Scientist

Miami, FL · On-site

  • Medical

  • Dental

  • PTO

S., Inc. (AIS) is a national scientific services firm supporting maritime activities requiring ... Support annotation of datasets and development of machine learning models, including training and ...

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Data Annotation Services information

What are the key skills and qualifications needed to thrive in data annotation services?

To excel in Data Annotation Services, strong attention to detail, data literacy, and a foundational understanding of data labeling processes are essential, often requiring a high school diploma or equivalent. Familiarity with annotation platforms, labeling tools, and sometimes basic knowledge of scripting or data management systems is typically expected. Strong work ethic, consistency, and effective communication skills help individuals stand out in collaborative, deadline-driven environments. These capabilities ensure high-quality, accurate labeled data, which is critical for training reliable machine learning models.

What is the difference between Data Annotation Services vs Data Labeling Specialists?

AspectData Annotation ServicesData Labeling Specialists
CredentialsTypically no formal credentials required; focus on trainingOften have training in specific tools or industry standards
Work EnvironmentCollaborative, often remote or in-office teamsSimilar, working in teams or independently on labeling tasks
Industry UsageUsed by AI/ML companies for training datasetsEmployed in similar settings, focusing on labeling data for AI models
Search & Comparison IntentUnderstanding services offered for data preparationLooking for roles or tasks related to data labeling

Data Annotation Services encompass the broader process of preparing and annotating data for AI and machine learning projects, often provided by specialized companies. Data Labeling Specialists are individual professionals or team members who perform the actual labeling tasks within these services. While both are closely related, services refer to the overall offering, whereas specialists are the personnel executing the work.

What are some common challenges faced when working in data annotation services, and how can I address them?

In data annotation services, one common challenge is maintaining consistency and accuracy, especially when handling large datasets or ambiguous data points. Clear annotation guidelines and regular communication with team leads help ensure that everyone interprets the data similarly. Additionally, repetitive tasks can lead to fatigue, so it's important to take scheduled breaks and leverage available annotation tools to streamline workflows. Collaborating with peers to discuss edge cases also helps improve overall data quality and fosters a supportive team environment.

What are data annotation services?

Data annotation services involve labeling or tagging data—such as images, text, audio, or video—to make it understandable for machine learning models. These services are essential in training artificial intelligence systems to recognize patterns, objects, or other relevant information in raw data. Companies use data annotation to improve the accuracy and effectiveness of AI applications, such as self-driving cars, chatbots, and image recognition. Professional annotators or specialized platforms often perform these tasks to ensure high-quality, consistent results.
What are popular job titles related to Data Annotation Services jobs in Florida? For Data Annotation Services jobs in Florida, the most frequently searched job titles are:
What cities in Florida are hiring for Data Annotation Services jobs? Cities in Florida with the most Data Annotation Services job openings:
Infographic showing various Data Annotation Services job openings in Florida as of August 2026, with employment types broken down into 1% As Needed, 78% Full Time, 16% Part Time, 1% Temporary, and 4% Contract. Highlights an 93% Physical, 3% Hybrid, and 4% Remote job distribution.

AI Data Annotation Specialist

Apex Systems

Boca Raton, FL • On-site

Other

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
  • 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.
Required Qualifications
  • 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.
Preferred Qualifications
  • 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.
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