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3D Annotation Jobs in Florida (NOW HIRING)

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2D/3D Engineer

Orlando, FL · On-site

Experience with 2D/3D data analysis, including point cloud processing and image annotation. * Proficiency in Python and relevant libraries (e.g., OpenCV, PCL, NumPy). * Familiarity with 3D geometry ...

Eventstar Structures

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CAD Designer/Drafter

Miami, FL · On-site

$20 - $25/hr

... 3D software tools such as Lumion, Sketchup or similar a plus. · Ability to use AutoCAD drawing objects features, including but not limited to layers, blocks, annotation, referencing, printing and ...

Orlando Health

Sonographer (Pool) ORMC

Orlando, FL

... annotation, and patient identification, ensuring that all relative anatomy is demonstrated. • ... 3D/4D, and pediatric sonography. Qualifications: Education/Training. Graduate of an accredited ...

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3D Annotation information

What are 3D annotations?

3D annotation is the process used in 3D modeling and computer vision jobs to label objects, surfaces, or features within three-dimensional data. It involves adding metadata or tags to 3D models or point clouds to enable machine learning algorithms to recognize and interpret spatial information accurately. Skills in 3D software, understanding of spatial relationships, and attention to detail are important for this role.

What is 3D annotation?

3D annotation is the process of labeling or tagging objects, features, or areas within three-dimensional data, such as point clouds, meshes, or 3D images. It is commonly used in fields like autonomous driving, robotics, and augmented reality to help machine learning models understand and interpret 3D environments. Annotators may identify and classify objects, draw bounding boxes, or segment specific regions within the 3D space. This data is crucial for training and validating AI systems to recognize and interact with real-world objects accurately.

What qualifications do I need for data annotation?

For a 3D annotation role, candidates typically need basic computer skills, attention to detail, and familiarity with annotation tools or software. Some positions may require a high school diploma or equivalent, and knowledge of 3D modeling or related fields can be advantageous. Strong communication skills and the ability to work independently are also beneficial.

What are the key skills and qualifications needed to thrive as a 3D Annotation Specialist, and why are they important?

To excel as a 3D Annotation Specialist, you need attention to detail, spatial awareness, and basic knowledge of 3D modeling or computer vision, often supported by a background in computer science or related fields. Familiarity with 3D annotation tools like Supervisely, CVAT, or Labelbox, and experience with relevant file formats and data management systems, are typically required. Strong problem-solving skills, patience, and effective communication help individuals stand out in this meticulous, collaborative role. These skills ensure accurate data labeling, which is crucial for the development and training of reliable AI and machine learning models.

What 3D job pays the most?

In 3D-related roles, senior positions such as 3D Art Directors, Lead 3D Modelers, or 3D Technical Directors tend to have the highest salaries, often exceeding $100,000 annually. These roles typically require extensive experience, advanced skills in software like Maya or Blender, and strong project management abilities.

What is the hourly rate for data labeling?

For 3D annotation roles, the hourly rate typically ranges from $10 to $30, depending on experience, complexity of the data, and the platform or employer. Rates may vary based on geographic location and required skill level, with some positions paying higher for specialized tools or certifications.

What are the typical challenges faced when working in 3D annotation roles, and how can they be addressed?

Professionals in 3D annotation often encounter challenges such as maintaining accuracy while labeling complex objects from multiple angles and ensuring consistency across large datasets. The work can be repetitive, requiring strong attention to detail and patience to avoid errors that may impact downstream machine learning models. Collaboration with data scientists, software engineers, and QA teams is essential to clarify guidelines and resolve ambiguities. Adopting efficient annotation tools and proactive communication within the team can help overcome these challenges and improve workflow efficiency.
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3D Annotation jobs near you
Designer (AutoCAD Civil 3D)

Designer (AutoCAD Civil 3D)

Geosyntec Consultants, Inc.

Boca Raton, FL

Full-time

Posted 6 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) in one of our Florida (Orlando, Tampa, Jacksonville, Boca Raton, Tallahassee) offices. 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; and
  • 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.
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.
  • 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)

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Employment Type: FULL_TIME

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