... service. We invest in our people. Each employee is unique, and your career at Geosyntec will be too ... Experience using/incorporating land or aerial surveying/mapping data and files. (required)
... service. We invest in our people. Each employee is unique, and your career at Geosyntec will be too ... Experience using/incorporating land or aerial surveying/mapping data and files. (required)
Designer (Civil3D)
Vestavia, AL · On-site +1
... service. We invest in our people. Each employee is unique, and your career at Geosyntec will be too ... Experience using/incorporating land or aerial surveying/mapping data and files. (required)
Designer (Civil3D)
Vestavia, AL · On-site +1
... service. We invest in our people. Each employee is unique, and your career at Geosyntec will be too ... Experience using/incorporating land or aerial surveying/mapping data and files. (required)
Data Annotation Services information
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 are the key skills and qualifications needed to thrive in data annotation services?
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 is the difference between Data Annotation Services vs Data Labeling Specialists?
| Aspect | Data Annotation Services | Data Labeling Specialists |
|---|---|---|
| Credentials | Typically no formal credentials required; focus on training | Often have training in specific tools or industry standards |
| Work Environment | Collaborative, often remote or in-office teams | Similar, working in teams or independently on labeling tasks |
| Industry Usage | Used by AI/ML companies for training datasets | Employed in similar settings, focusing on labeling data for AI models |
| Search & Comparison Intent | Understanding services offered for data preparation | Looking 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 Alabama?
For Data Annotation Services jobs in Alabama, the most frequently searched job titles are:
What job categories do people searching Data Annotation Services jobs in Alabama look for?
The top searched job categories for Data Annotation Services jobs in Alabama are:
Senior CAD Drafting Technician (Civil 3D)
Vestavia, AL • On-site
Geosyntec Consultants, Inc.
• Environmental Quality Programs Administration • 1 - 5K employees1,001 - 5,000 employees
Full-time
Posted 5 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 Senior CAD Drafting Technician (Civil 3D) in one of our Austin, TX, Kennesaw, GA, or Birmingham, AL offices. The position will support project needs by computer-aided design and drafting (CADD) for a variety of environmental, civil and geotechnical engineering design projects. We are seeking a motivated individual who can develop 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;
- Transfer information from an engineering drawing to a final CAD drawing using appropriate symbols and drafting standards;
- Copy detailed plans and drawings and performing non-routine complex drafting assignments;
- Operate plotter, printer, scanner, and other input/output devices;
- Proofread CAD drawings for accuracy, format, and grammar;
- Assist with mentoring and overseeing CAD Drafting Technicians,
- 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.
- Associate's Degree in drafting and a minimum of three (3) years of experience performing CAD drafting work in a professional engineering setting, or five (5) years of equivalent combination of education, experience and training that provides the requisite knowledge, skills, and abilities. (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)
- Experience with ArcGIS and MicroStation. (preferred)
- Extensive experience using the latest releases of Autodesk AutoCAD. (required)
- Extensive knowledge of AutoCAD includes but is not limited to Annotation Styles, Multileaders, MTEXT, Dimensions, Sheet Sets, Paper Space / Model Space, XREFs, Layers, Dynamic Blocks, and Tool Palettes. (required)
- Basic understanding of the latest releases of Microsoft Windows, Outlook, Word, Excel, Skype, Adobe PDF, and Windows File Explorer. (required)
- Understanding of Civil 3D Annotation styles and annotation tools, basic understanding of key objects such as Surfaces, Alignments, Profiles, Profile Views, Pipe Networks and basic operations of performing Surface Analyses and Volume Calculations. (preferred)
- Strong reasoning, mathematical, and geometrical skills Ability to perform basic math skills including applying concepts such as fractions, percentages, ratios and proportions to practical situations, and fundamentals of geometry and trigonometry. (required)
- Ability to read, analyze and interpret red line drawings from Engineers, CAD Managers, or others on the project team.
- 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)
- Valid U.S. driver's license and a satisfactory driving record for business travel. (required)
- Job sponsorship is not available for this position.
#LI-JC1
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Employment Type: FULL_TIME
About Geosyntec Consultants
Sourced by ZipRecruiter
Industry
Environmental quality programs administration
Company size
1,001 - 5,000 Employees
Headquarters location
Boca Raton, FL, US
Year founded
1983