... and data shortcuts as well as basic AutoCAD drafting functions such as annotation, sheet set manager, and xrefs * Solid understanding of the latest Autodesk Civil 3D software user interface and ...
... and data shortcuts as well as basic AutoCAD drafting functions such as annotation, sheet set manager, and xrefs * Solid understanding of the latest Autodesk Civil 3D software user interface and ...
Performs data entry operations using appropriate hospital software package. Staff member may be ... annotation as required by Nuclear Medicine procedure protocols. Utilizes RIS, PACS and other ...
Performs data entry operations using appropriate hospital software package. Staff member may be ... annotation as required by Nuclear Medicine procedure protocols. Utilizes RIS, PACS and other ...
Middle School Literacy- Instructional Coach
Nashville, TN · On-site
$48K - $63K/yr
Build teacher capacity in foundational literacy routines such as text annotation, evidence-based ... Data-Driven Instruction * Lead teachers in analyzing reading and writing data, including exit ...
Middle School Literacy- Instructional Coach
Nashville, TN · On-site
$48K - $63K/yr
Build teacher capacity in foundational literacy routines such as text annotation, evidence-based ... Data-Driven Instruction * Lead teachers in analyzing reading and writing data, including exit ...
Middle School Literacy- Instructional Coach
$48K - $63K/yr
Build teacher capacity in foundational literacy routines such as text annotation, evidence-based ... Data-Driven Instruction * Lead teachers in analyzing reading and writing data, including exit ...
Middle School Literacy- Instructional Coach
$48K - $63K/yr
Build teacher capacity in foundational literacy routines such as text annotation, evidence-based ... Data-Driven Instruction * Lead teachers in analyzing reading and writing data, including exit ...
Manager, Laboratory
Nashville, TN · On-site
Optimize workflows related to tissue procurement, processing, annotation, storage, and distribution ... Technology & Data Systems * Leverage enterprise platforms such as Workday and laboratory databases ...
Manager, Laboratory
Nashville, TN · On-site
Optimize workflows related to tissue procurement, processing, annotation, storage, and distribution ... Technology & Data Systems * Leverage enterprise platforms such as Workday and laboratory databases ...
Manager, Laboratory
Nashville, TN · On-site
Optimize workflows related to tissue procurement, processing, annotation, storage, and distribution ... Technology & Data Systems * Leverage enterprise platforms such as Workday and laboratory databases ...
Manager, Laboratory
Nashville, TN · On-site
Optimize workflows related to tissue procurement, processing, annotation, storage, and distribution ... Technology & Data Systems * Leverage enterprise platforms such as Workday and laboratory databases ...
Performs data entry operations using appropriate hospital software package. Staff member may be ... marking and annotation as required by IR procedure protocols. Utilizes RIS, PACS and other ...
Performs data entry operations using appropriate hospital software package. Staff member may be ... marking and annotation as required by IR procedure protocols. Utilizes RIS, PACS and other ...
Performs data entry operations using appropriate hospital software package. Staff member may be ... marking and annotation as required by CT procedure protocols. Utilizes RIS, PACS and other ...
Performs data entry operations using appropriate hospital software package. Staff member may be ... marking and annotation as required by CT procedure protocols. Utilizes RIS, PACS and other ...
Performs data entry operations using appropriate hospital software package. Staff member may be ... marking and annotation as required by CT procedure protocols. Utilizes RIS, PACS and other ...
Performs data entry operations using appropriate hospital software package. Staff member may be ... marking and annotation as required by CT procedure protocols. Utilizes RIS, PACS and other ...
Manage data integrity and access permissions within PDM/CDE environments. * Plan and coordinate ... equivalent, annotation styles, title blocks, and periodic standards audits. * Strong QA/QC ...
Quick apply
Manage data integrity and access permissions within PDM/CDE environments. * Plan and coordinate ... equivalent, annotation styles, title blocks, and periodic standards audits. * Strong QA/QC ...
Manage data integrity and access permissions within PDM/CDE environments. * Plan and coordinate ... equivalent, annotation styles, title blocks, and periodic standards audits. * Strong QA/QC ...
Quick apply
Manage data integrity and access permissions within PDM/CDE environments. * Plan and coordinate ... equivalent, annotation styles, title blocks, and periodic standards audits. * Strong QA/QC ...
... data required to maintain compliance with the statutes and regulations mandated for a Nuclear ... processing and annotation, supporting worksheets and documents. * Initiate policy orders for ...
... data required to maintain compliance with the statutes and regulations mandated for a Nuclear ... processing and annotation, supporting worksheets and documents. * Initiate policy orders for ...
Nuclear Medicine Technologist
Johnson City, TN · On-site +1
$83K - $108K/yr
... data required to maintain compliance with the statutes and regulations mandated for a Nuclear ... processing and annotation, supporting worksheets and documents. * Initiate policy orders for ...
Nuclear Medicine Technologist
Johnson City, TN · On-site +1
$83K - $108K/yr
... data required to maintain compliance with the statutes and regulations mandated for a Nuclear ... processing and annotation, supporting worksheets and documents. * Initiate policy orders for ...
Data Annotation information
What does a typical workday look like for someone in a Data Annotation role?
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.
Is data annotation a genuine job?
Does data annotation pay well?
What is a Data Annotation job?
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.
How hard is it to get hired by data annotation?
What are the key skills and qualifications needed to thrive in the Data Annotation position, and why are they important?
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.
What does a data annotator do?

Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Re-posted 18 days ago
D.R. Horton rating
7.4
Based on 34 frontline employees who took The Breakroom Quiz
34th of 79 rated construction
Job description
D.R. Horton, Inc. is currently looking for a CAD Technician. The right candidate will provide design and drafting support on a variety of engineering projects related to underground utility and pavement infrastructure for residential and commercial site developments.
Essential Duties and Responsibilities include the following. Other duties may be assigned.
- Perform routine assignments that require judgment in resolving issues or making recommendations
- Utilize Civil 3D program to perform accurate drafting and annotation of construction drawings and exhibits
- Complete redline mark-up modifications of existing construction drawings as directed by Senior Designer or Project Manager
- Produce topographical profiles, alignments, cross sections, surfaces, earthwork volume calculations, and grading plans with assistance from Senior Designer or Project Manager
- Prepare quantity take-offs from conceptual drawings and final construction plans using Civil 3D program, as well as hand calculations
- Work under guidance of engineers or senior designers to complete assigned work within budgeted timeframes
- Conducts all business in a professional and ethical manner to serve customers and increase the goodwill and profit of the company
- Ability to work overtime
- Ability to travel overnight
Education and/or Experience
- Associate degree or equivalent from a two-year college or technical school
- Certification in CAD software (demonstrated experience without technical degree or certification may be considered)
- Working knowledge of Autodesk Civil 3D user interface and workflows including label styles, alignments, profiles, pipe networks, and data shortcuts as well as basic AutoCAD drafting functions such as annotation, sheet set manager, and xrefs
- Solid understanding of the latest Autodesk Civil 3D software user interface and workflows
- Provide attention to detail and thoroughness in completing multi-step tasks
- Attention to detail and thoroughness in completing various design and drafting tasks
- Excellent teamwork and communication skills to work in a fast-paced environment and sense of urgency to meet deadlines.
- Ability to apply common sense understanding to carry out instructions furnished in written oral form or via DRH applications
- Proficiency with MS Office and email
Preferred Qualifications
- 1-2 years of experience working with residential land development or commercial site projects is preferred
- Previous experience preparing complete construction drawing plan sets related to land development projects is preferred
- Experience working with Esri ArcGIS or Geospatial data is a plus
- Willingness to learn and expand responsibilities
Come join a winning team with a Fortune 500 company! We are growing fast and are looking for enthusiastic attitudes and team players to join our success. We offer an excellent benefits package including:
- Medical, Dental and Vision
- 401(K)
- Employee Stock Purchase Plan
- Flex Spending Accounts
- Life & Disability Insurance
- Vacation, Sick, Personal Time and Company Holidays
- Multiple Voluntary and Company provided Benefits
Build YOUR future with D.R. Horton, America's Builder. #WeBuildPeopleToo
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