... 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 ...
... 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 ...
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?
| Aspect | Annotation Labelling | Data Labeling Specialist |
|---|---|---|
| Credentials | Basic technical skills, attention to detail | Similar skills, sometimes additional domain knowledge |
| Work Environment | Data annotation platforms, remote or office | Data annotation tasks, often remote or in-office |
| Industry Usage | AI, machine learning, autonomous vehicles | AI, machine learning, healthcare, retail |
| Search & Comparison | Commonly compared for entry-level data tasks | Related 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:
Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Posted 2 days ago
D.R. Horton rating
7.4
Based on 33 frontline employees who took The Breakroom Quiz
35th of 78 rated construction
Job description
D.R. Horton, Inc., the largest homebuilder in the U.S., was founded in 1978 and is a publicly traded company on the New York Stock Exchange. It is engaged in the construction and sale of high quality homes designed principally for the entry-level and first time move-up markets. The Company also provides mortgage financing and title services for homebuyers through its mortgage and title subsidiaries. Please visit our website at www.drhorton.com for more information.
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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