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Data Annotation Jobs in Mansfield, TX (NOW HIRING)

Strong understanding of drafting principles, layers, scaling, lineweights, and annotation standards ... Opportunities for Growth Hands-on training and career advancement in an exploding data-center ...

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Data Annotation information

What is a data annotation?

A Data Annotation job involves labeling and categorizing data, such as text, images, audio, or video, to help train machine learning models. Annotators apply tags, bounding boxes, or classifications to data based on specific guidelines. This process improves the accuracy of AI systems in recognizing patterns and making predictions. Many data annotation jobs require attention to detail and familiarity with specific domains. It is commonly used in applications like autonomous driving, natural language processing, and computer vision.

What does a data annotation do?

A typical workday as a Data Annotator involves reviewing datasets—such as images, audio, text, or video—and accurately labeling or categorizing information according to specific project guidelines. Most Data Annotators work independently, but they often collaborate with project managers or data scientists to clarify requirements and resolve ambiguities. Tasks may be repetitive, but adhering to precise standards is vital for maintaining data quality. Work environments can range from technology companies to remote or freelance settings, and advancement opportunities exist as team leads or quality assurance specialists for those who excel in consistency and reliability.

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

To thrive in Data Annotation, you need strong attention to detail, accuracy, and basic data handling skills, often supported by a high school diploma or equivalent. Familiarity with annotation platforms, data labeling software, or content management systems is frequently required, though specific certifications are rare. Excellent communication, time management, and the ability to focus on repetitive tasks distinguish top performers in this role. These skills are crucial because accurate and consistent data annotation directly impacts the quality of machine learning models and AI applications.

How much money can I make doing data annotation?

Data annotation jobs typically pay between $10 and $20 per hour, depending on the complexity of the task and the employer. Experienced annotators or those working on specialized projects may earn higher rates, especially if they have skills in specific tools or domains. Earnings can vary based on whether the work is freelance, part-time, or full-time, and some platforms offer bonuses for accuracy or speed.

What are the most commonly searched types of Data Annotation jobs in Mansfield, TX?

The most popular types of Data Annotation jobs in Mansfield, TX are:

What are popular job titles related to Data Annotation jobs in Mansfield, TX?

For Data Annotation jobs in Mansfield, TX, the most frequently searched job titles are:

What job categories do people searching Data Annotation jobs in Mansfield, TX look for?

The top searched job categories for Data Annotation jobs in Mansfield, TX are:

What cities near Mansfield, TX are hiring for Data Annotation jobs?

Cities near Mansfield, TX with the most Data Annotation job openings:

Infographic showing various Data Annotation job openings in Mansfield, TX as of August 2026, with employment types broken down into 1% As Needed, 80% Full Time, 15% Part Time, and 4% Contract. Highlights an 85% Physical, 4% Hybrid, and 11% Remote job distribution.

Full-time

Medical, Dental, Vision, Retirement, PTO

Re-posted 8 days ago


Job description

About the role:
We're currently seeking a Design Engineer responsible for producing accurate, detailed, and organized drawings that support the engineering and installation of building automation, mechanical, and electrical systems. Working under the direction of designers and engineers, the drafter converts design concepts, sketches, redlines, and markups into complete drawing packages used for submittals, permitting, fabrication, and field installation. This role is critical for maintaining drawing quality, consistency, and documentation standards across all projects.
Key Responsibilities:
  • Create and revise 2D CAD drawings including floor plans, wiring diagrams, device layouts, control schematics, and riser diagrams.
  • Translate engineer/designer markups into clean, accurate drawings.
  • Update and organize CAD files, layers, title blocks, and drawing standards.
  • Prepare as-built drawings from field markups and installation changes.
  • Assist in producing project submittal packages, control diagrams, and detail sheets.
  • Work closely with designers, engineers, project managers, and field technicians to ensure drawings match design intent and field conditions.
  • Incorporate mechanical, electrical, and architectural backgrounds to correctly place devices and equipment.
  • Participate in internal drawing reviews to ensure accuracy and compliance with project requirements.
  • Communicate any inconsistencies or missing information in provided sketches or specifications.
  • Ensure all drawings align with company standards, templates, and file-naming conventions.
  • Maintain version control and document revisions throughout the project lifecycle.
  • Check drawings for dimensional accuracy, clarity, and constructability.

Qualifications:
  • Proficiency in AutoCAD (2D required)
  • Ability to interpret mechanical, electrical, and architectural drawings.
  • Strong understanding of drafting principles, layers, scaling, lineweights, and annotation standards.
  • High attention to detail and accuracy in drawing production.
  • Ability to work from verbal instructions, sketches, markups, and redline drawings.
  • Strong organization and time-management skills.

Preferred
  • Experience drafting for HVAC, electrical, controls, or MEP projects.
  • Familiarity with Revit, AutoCAD Electrical, or Bluebeam.
  • Basic understanding of building systems (HVAC, lighting, control devices).
  • Experience with control diagrams, one-lines, or schematics.
  • Associate degree or certification in Drafting, Engineering Technology, or similar field.

Benefits & Total Rewards:
  • Opportunities for Growth

Hands-on training and career advancement in an exploding data-center industry.
  • Medical, Dental, and Vision Insurance

We cover 100% of individual medical premiums and help offset the cost of family coverage.
  • 401K with Employer Match

Eligible after 90 days, with company matching to help you invest in your future.
  • Disability Coverage

Both short- and long-term disability insurance provided at no cost to our employees.
  • Flexible PTO

Take time off when you need it, no accruing time necessary.
  • Field-Based Employee Benefits

For eligible field-based roles that require travel, Divcon covers all business travel expenses and provides a per diem, phone allowance, tools, and PPE at no cost. Eligible employees also receive paid training and additional reimbursable business expenses.
Divcon does not accept unsolicited resumes from agencies. Agencies must have a signed agreement in place prior to submitting any candidate. Unsolicited resumes will be considered the property of Divcon, and no fees will be paid.
About Us:
Headquartered in Dallas, Texas, Divcon delivers fully integrated automation solutions nationwide that optimize performance, energy efficiency, and reliability across HVAC, lighting, power monitoring, and mission-critical systems. Leveraging advanced technologies - including Allen-Bradley PLCs, Ignition SCADA, and Delta DDC systems - we combine deep technical expertise with field-tested execution to deliver precise, scalable, and high-performance solutions.