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Data Annotation Services Jobs in Virginia (NOW HIRING)

... data. * Perform basic CAD cleanup, layering, annotation, and linework according to company and ... services. Dewberry does not compensate third party recruiters for unsolicited job placement ...

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Ensure smooth data handling between frontend and backend through efficient API integration ... HTML/CSS, TypeScript and Java, open source frameworks, RESTful web services, and work on cross ...

... data. * Perform basic CAD cleanup, layering, annotation, and linework according to company and ... services. Dewberry does not compensate third party recruiters for unsolicited job placement ...

Software Test Automation Engineer

Reston, VA · On-site +1

$48 - $63.25/hr

Perform verification across all layers, including Frontend (UI), Backend (API/Services), and Data ... Experience in applying strategies that utilize annotation in/near code for automated generation of ...

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Data Annotation Services information

What are the key skills and qualifications needed to thrive in Data Annotation Services, and why are they important?

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 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 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 popular job titles related to Data Annotation Services jobs in Virginia? For Data Annotation Services jobs in Virginia, the most frequently searched job titles are:
What cities in Virginia are hiring for Data Annotation Services jobs? Cities in Virginia with the most Data Annotation Services job openings:
Survey CADD Technician

Survey CADD Technician

Dewberry

Gainesville, VA

Full-time

Posted 16 days ago


Dewberry rating

8.0

Company rating: 8.0 out of 10

Based on 15 frontline employees who took The Breakroom Quiz


Job description

Dewberry is currently seeking a Survey CADD Technician to work in our Gainesville, VA office. This individual will support S.U.E., and surveying operations and perform work at the direction of senior staff.

Dewberry is a leading, market-facing professional services firm with more than 60 locations and 2,500 professionals nationwide. What sets us apart from our competitors is our people. At Dewberry, we seek out exceptional talent and strive to deliver the highest quality of services to our clients. Whether you’re an experienced professional or a new graduate, you’ll have the chance to collaborate with the best and brightest and work on innovative and complex projects at the forefront of the industry. Our commitment to excellence stems from our personal integrity and from other defining attributes, which we call “Dewberry at Work,” that have inspired our employees to be successful for more than a half-century.


  • Provide production and office support to SUE and Survey Project/Task Managers, including preparation, organization, and submission of project deliverables under the direction of senior staff.
  • Supports SUE and surveying staff directly on computational or CADD drafting tasks. Assignments will be made where appropriate based on project requirements and demonstrated proficiency.
  • Perform required archiving of documents and project deliverables. Assigned tasks will be as scheduled in coordination with surveying and engineering department managers and working directly with Project Managers. Perform all in accordance with Dewberry corporate policies and government and client requirements.
  • Prepare exhibits from general instruction and preliminary sketches, diagrams, schematic, conceptual, or detailed design drawings.
  • Support and maintain company CADD drafting standards.
  • Coordinate with other team members.
  • Prepare miss utility tickets and maintain logs / records.
  • Prepare plan submission packages and related documents, and coordinate delivery of plans and materials to clients
  • Site visits and field work may be required.
  • Prepare and edit drawings including Level B utility markings, test hole forms, boundary surveys, ALTA/NSPS surveys, topographic surveys, plats, exhibits, and construction stakeout.
  • Process and draft survey data collected from field crews, including GPS and conventional survey data.
  • Perform basic CAD cleanup, layering, annotation, and linework according to company and client standards.
  • Maintain organized project files and ensure drawing accuracy and completeness.
  • Coordinate with surveyors and project managers to resolve drafting or data issues.
  • Follow quality control procedures to meet project and client requirements.
  • Prepare field packages for SUE and survey crews, including drawings, point files, and supporting documentation.

  • HS diploma, A.A. Degree in Drafting, Design, or related field preferred
  • Minimum 3 years of related experience required, 5 or more years preferred
  • Good understanding of SUE, Surveying and Civil Engineering plans and deliverables
  • AutoCAD experience and proficiency required; Civil 3D experience preferred
  • Microsoft office experience (Word, Excel) required
  • High attention to detail, good organizational and time management skills
  • Good written and verbal communication skills

Don’t meet every single requirement? At Dewberry we are dedicated to building a diverse and inclusive workplace for our employees. So if you’re excited about this role, but your past experience doesn’t align perfectly with every qualification in the position description, we encourage you to apply anyways. You may just be the right candidate for this or other opportunities.

*At this time, Dewberry will not sponsor a new applicant for work authorization.

*Dewberry is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability, protected veteran status, gender identity or sexual orientation.

*Only recipients of an offer of employment from Dewberry, will be required to submit to a background screening which may include, but is not limited to, employment verification, educational and other credential verification, driving record check, criminal background check, and an investigative consumer report. These screenings will be conducted by Dewberry’s background vendor of choice and will be conducted in compliance with all applicable federal, state, and local law.

Notice to Third Party Recruiters:  Dewberry only compensates job placement recruiters that have a valid Dewberry-approved written agreement in place for recruiting services. Dewberry does not compensate third party recruiters for unsolicited job placement candidate information.



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