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Annotation Labelling Jobs in Marietta, GA (NOW HIRING)

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 Marietta, GA? For Annotation Labelling jobs in Marietta, GA, the most frequently searched job titles are:
What job categories do people searching Annotation Labelling jobs in Marietta, GA look for? The top searched job categories for Annotation Labelling jobs in Marietta, GA are:
What cities near Marietta, GA are hiring for Annotation Labelling jobs? Cities near Marietta, GA with the most Annotation Labelling job openings:
Designer (Civil3D)

Designer (Civil3D)

Geosyntec Consultants, Inc.

Atlanta, GA • On-site, Remote

Full-time

Posted 8 days ago


Job description

Overview

Do you want to build an impactful career to change the world for the better? 

Geosyntec has an exciting opportunity for a Designer (AutoCAD Civil 3D). This position has the option to be hybrid, remote, or full onsite in Atlanta (midtown), GA, Kennesaw, GA, Austin, TX, Pensacola, FL, Birmingham, AL, Raleigh, NC, Charlotte, NC, Tampa, FL, Boca Raton, FL, Knoxville, TN or in any of our US base location up to the companies discretion. The position will perform computer-aided design and drafting (CADD) for a variety of civil and geotechnical engineering design projects including developing layouts, grading plans and details for civil engineering projects, including landfills, industrial sites and utilities. Projects also include mechanical drawing systems and opportunities to contribute from the conceptual design stage through construction.

Geosyntec is an innovative, international engineering and consulting firm serving private and public-sector clients to address new ventures and complex problems involving our environment, natural resources, and civil infrastructure. Our engineers, scientists, technical and project employees serve our clients from offices across the world. Ranked by ENR as one of the top environmental engineering design firms, Geosyntec is internationally known for its technical leadership, broad experience, and exceptional client service.

We invest in our people.  Each employee is unique, and your career at Geosyntec will be too.  We offer competitive pay and benefits, and well-being programs to support you and your family.

To Learn More Visit: http://www.geosyntec.com/careers/.

Essential Duties and Responsibilities
  • Draft, edit, and finalize design plans and details using appropriate and efficient methods and adhering to Geosyntec drafting standards;
  • Understand and visualize overall civil/geotechnical engineering concepts, such as grading, and translating abstract concepts to design drawings;
  • Analyze sketches, notes and other input material to determine best approach to complete a drawing set;
  • Manage the production of drawing sets from creation, markup and modification based on overall design;
  • Assign work to, mentor, train, and supervise CADD technicians in the preparation of design drawings and details and reviewing completed work products to ensure quality;
  • Assist with CADD department management tasks including estimating level of effort for CADD-related work; and assisting in the development of file management standards;
  • Participate in the CAD Action Group, by supporting, networking, and collaborating to improve CAD standards and efficiencies across the company; and
  • Work collaboratively with other Geosyntec CADD practitioners to prepare design drawings and details and reviewing completed work products to ensure quality.
  • Drive personal, company, and rental vehicles to client or company project or office sites, and other business locations, as needed. 
Skills, Experience and Qualifications
  • Associate's degree in Drafting and a minimum of five (5) years related experience in a professional civil engineering setting; or equivalent combination of education, training and experience that provides the knowledge, skills and abilities to perform the responsibilities of the position. (required)
  • Successful Autodesk AutoCAD Certified Professional examination within the last 3 years. (preferred)
  • Experience developing and working with grading plans, cross-sections, alignments, profiles, three-dimensional surfaces, and earthwork volumes for landfills and other large civil design projects. (required)
  • Experience using/incorporating land or aerial surveying/mapping data and files. (required)
  • Experience with stormwater management design. (preferred)
  • Understanding of the latest releases of Microsoft Windows, Outlook, Word, Excel, Skype, Adobe PDF, and Windows File Explorer.
  • Experience with ArcGIS and MicroStation. (preferred)
  • Proficiency in the latest releases of AutoCAD, AutoCAD Civil 3D, and AutoCAD Map3D. Proficiency includes a strong understanding of Civil 3D Annotation styles and annotation tools, object and label styles, solid understanding of key objects such as Surfaces, Alignments, Profiles, Profile Views, Pipe Networks, Surface Analyses and Volume Calculations. (required)
  • Understanding of Feature Lines, Grading Groups, Assemblies, and Corridors. (required)
  • Working interoperability knowledge of ESRI ArcMap or equivalent GIS software with the above-mentioned software. (preferred)
  • Ability to work with mathematical fundamentals such as geometry and trigonometry.
  • Ability to apply concepts such as fractions, percentages, ratios and proportions to practical engineering design situations. (required)
  • Ability to read, analyze and interpret red line drawings from Engineers, CAD Managers, or others on the project team. (required)
  • Strong communication skills to include the ability to understand and follow complex verbal and written instructions, and the ability to interact effectively to maintain a team environment. (required)
  • Ability to effectively present information to project team and clients. (required)
  • Ability to supervise and communicate with subordinate staff. (required)
  • Valid U.S. driver's license and a satisfactory driving record for business travel. (required)

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Employment Type: FULL_TIME