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Annotation Labelling Jobs in Tennessee (NOW HIRING)

DR Horton

CAD Technician - DHI Engineering

Knoxville, TN · On-site

... 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 ...

Oracle

Principal Data Engineer

Nashville, TN · On-site

$110K - $132K/yr

Mentors less experienced team members to define data annotation and labeling processes to ensure data quality. * Identifies opportunities for automation of data validation and governance, and ...

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Annotation Labelling information

What is annotation labelling?

Annotation labelling is the process of tagging or marking data—such as images, text, or audio—with relevant information or labels. This is an essential step in preparing datasets for machine learning and artificial intelligence models, as it helps algorithms understand and learn from raw data. Annotation labelling can include tasks like identifying objects in photos, transcribing speech, or categorizing text. Skilled annotators ensure accuracy and consistency to improve model performance. People in this role often use specialized tools or software to streamline and standardize the annotation process.

What are the key skills and qualifications needed to thrive as an Annotation Labelling Specialist, and why are they important?

To thrive as an Annotation Labelling Specialist, you need strong attention to detail, data analysis capabilities, and familiarity with data annotation standards, usually supported by a background in computer science or related fields. Proficiency with annotation tools such as Labelbox, CVAT, or Supervisely, and sometimes knowledge of basic programming or scripting, is typically required. Excellent communication, consistency, and the ability to follow complex instructions are crucial soft skills for producing high-quality labeled data. These skills ensure the accuracy and reliability of datasets, which are foundational for successful machine learning and AI model development.

What are some common challenges faced by Annotation Labelling professionals, and how can they be managed?

Annotation Labelling professionals often encounter challenges such as maintaining high accuracy while handling repetitive data, meeting tight deadlines, and adapting to evolving project guidelines. To manage these, it’s important to develop strong attention to detail, regularly communicate with team leads to clarify instructions, and leverage annotation tools efficiently. Collaborating closely with quality assurance teams can also help identify and correct errors early, ensuring consistently high-quality outputs.

What is the difference between Annotation Labelling vs Data Labeling Specialist?

AspectAnnotation LabellingData Labeling Specialist
CredentialsBasic technical skills, attention to detailSimilar skills, sometimes additional domain knowledge
Work EnvironmentData annotation platforms, remote or officeData annotation tasks, often remote or in-office
Industry UsageAI, machine learning, autonomous vehiclesAI, machine learning, healthcare, retail
Search & ComparisonCommonly compared for entry-level data tasksRelated but broader role

Annotation Labelling involves marking data such as images, text, or videos to train AI models. Data Labeling Specialists perform similar tasks but may have a broader scope, including verifying and managing labeled data. Both roles are essential in AI development, often overlapping in skills and work environment, but Annotation Labelling is more focused on the annotation process itself.

What are popular job titles related to Annotation Labelling jobs in Tennessee? For Annotation Labelling jobs in Tennessee, the most frequently searched job titles are:
What job categories do people searching Annotation Labelling jobs in Tennessee look for? The top searched job categories for Annotation Labelling jobs in Tennessee are:
What cities in Tennessee are hiring for Annotation Labelling jobs? Cities in Tennessee with the most Annotation Labelling job openings:
Annotation Labelling jobs near you
Infographic showing various Annotation Labelling job openings in Tennessee as of July 2026, with employment types broken down into 1% As Needed, 49% Full Time, 47% Part Time, and 3% Contract. Highlights an 56% Physical, 1% Hybrid, and 43% Remote job distribution.
Image Annotation Support - Drone Operations

Image Annotation Support - Drone Operations

Mavensoft Technologies, LLC

Nashville, TN • On-site

$40K - $46K/yr

Other

Posted 16 days ago

Job description

Role: Image Annotation Support - Drone Operations
Duration: 5 Months (Contract)
Location: Nashville, TN (On-Site)
Key Skills: Image Annotation; Image Labeling; Visual Observation (Drone Visual Observer), Airport Pavement Inspection
Seeking a contract worker to support airport pavement data, drone operations, and general office tasks.
The main duty of this position will be tracing pavement cracks from airfield pavement images. This work will help the Division develop a machine-learning tool to better identify pavement cracks and support future pavement maintenance decisions.
Primary Duties

  • Review pavement images and trace visible cracks.
  • Label crack data using Division guidance.
  • Help organize completed image files and tracking logs.
  • Identify unclear images or issues for staff review.
  • Support quality control of crack-tracing work.

Secondary Duties

  • Serve as a visual observer during drone flights.
  • Watch the drone, surrounding airspace, people, vehicles, and airport activity.
  • Communicate with the drone pilot and field staff during flights.
  • Help with basic field notes, photos, and data organization.
  • File, scan, rename, and organize project documents.
  • Assist with spreadsheet updates and data entry.
  • Perform other related support tasks as assigned.

Minimum Qualifications

  • High school diploma or equivalent.
  • Basic computer skills.
  • Strong attention to detail.
  • Ability to follow instructions.
  • Ability to work independently after training.
  • Ability to work in an office setting and occasionally in the field.
  • Valid driver’s license preferred.

Preferred Skills

  • Experience with Excel, SharePoint, OneDrive, Teams, or similar tools.
  • Interest or experience in drones, aviation, pavement, GIS, CAD, construction, or data entry.
  • Ability to stay organized and complete repetitive tasks accurately.

Work Environment
Most work will be computer-based. Some work may occur at airports and may include walking, standing, heat, sun, wind, aircraft activity, and active pavement areas.
Purpose
This position supports airport pavement program by helping create accurate data for a machine-learning tool that can improve pavement inspections, maintenance planning, and long-term asset management.
Email resumes to to apply!

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About Mavensoft Technologies

Sourced by ZipRecruiter

Mavensoft’s culture embodies a people-first value system. We genuinely care and empower all team members to consistently demonstrate their energy and passion towards helping our customers reach their goals. As a solution-oriented company, we always strive to deliver our very best to both customers and team members. We make it our daily business to arrive ready to execute and resolve all of your tasks and requests. With such an emboldening, team-centric approach, you'll continue to realize increased employee productivity, delightful customer engagement, improved operational efficiency, and rapid business growth. Our senior management team is built around industry enthusiasts, technocrats, and creative problem solvers. Actively involved in the tech community, we help foster creativity and adopt new technologies for changing the business landscape.

Industry

It services

Company size

51 - 200 Employees

Headquarters location

Beaverton, OR, US

Year founded

2004

Social media

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