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3D Annotation Jobs in Florida (NOW HIRING)

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

Assesses diagnostic images for technical quality, proper annotation, and patient identification ... 3D/4D, and pediatric sonography. Routinely demonstrates competency in performing ultrasound ...

Add annotation and dimensions to plot plans, details, and schematics * Utilize 3D modeling software tools to generate designs for facility type projects * Create 2D drawing from reference of the 3D ...

Assesses diagnostic imagesfor technical quality, proper annotation, and patient identification ... Advanced imaging experience and proficiency, including 3D Lab or IR imaging, or Cardiac imaging.

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3D Annotation information

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 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 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.
What job categories do people searching 3D Annotation jobs in Florida look for? The top searched job categories for 3D Annotation jobs in Florida are:
What cities in Florida are hiring for 3D Annotation jobs? Cities in Florida with the most 3D Annotation job openings:

Survey Coordinator & Analyst III -- Mesophotic Deep Benthic Communities (MDBC)

Think Tank, Inc.

Panama City, FL • On-site

Full-time

Posted 11 days ago


Job description

*Position is Subject to Contract Award*Onsite Position at SEFSC Laboratory or at Sea in Panama City, FL Position Overview SEFSC-PEMD personnel are critical collaborators in restoration work responding to the 2010 Deepwater Horizon oil spill, surveying mesophotic and deep benthic reef communities (50–1,800 m) via ROV/AUV platforms, acoustic mapping, and ground-truthing. This role serves as Survey Coordinator, Field Party Chief, and/or Survey Watch Stander for MDBC surveys and participates in other PEMD resource surveys as requested. Key Responsibilities Task #1 - Survey DutiesAssisting MDBC Project Management Leads with survey preparation, execution, and completion, including schedules, supply/equipment coordination, and selection of survey vehicles (e.g., AUV).Ensuring cruise instructions/reports and participant clearance forms are completed and submitted on time.Ensuring adherence to MDBC data-collection SOPs; executing at-sea mapping and ground-truthing missions as Field Party Chief or Watch Leader.Pre- and post-survey inventory and maintenance of equipment and gear.Coordinating daily vessel activities, personnel, vessel position/movements, ports of call, and weather/sea conditions.Conducting data collection and sampling per prescribed MDBC SOP.Reporting weekly progress (or issues requiring plan changes) to MDBC Project Leads.Completing incident reporting procedures per NOAA Small Boat Program requirements (small boat operations only).Task #2 - Laboratory DutiesSubject-matter expert identifying marine fishes in all life stages from mesophotic and deep reef habitats.Video annotation, review, and data QA/QC of ROV-based footage; review of data entry.Management of review/tracking sheets; updating project management and annotation tracking tools.Task #3 - Data Management SupportDeveloping a data management strategy, including data-entry template design with NCEI and NCCOS Biogeography Branch.Ingesting existing bathymetric data (U.S. EEZ Gulf of Mexico, 50–1,800 m) into the MDBC database.Helping manage the MDBC database, applications, and survey SOP (including metadata).Managing data backups/security with OMI personnel.Integrating new automated data outputs to meet AI/ML interoperability standards.Managing video data annotation entry projects and project management tools.Task #4 - Analytical SupportCollating existing biological data and mining acoustic/bathymetric data for mesophotic and deep benthic reefs in the U.S. Gulf of America EEZ.Prioritizing new and repetitive locations for surface and subsurface acoustic mapping.Maintaining knowledge of relevant literature; supporting data analyses and summaries.Managing analysis projects; developing reports, publications, and presentations per SEFSC procedures.Coordinating abstracts, presentations, and publications with the GCRF Branch Chief.Attending professional meetings and publishing in peer-reviewed literature.Task #5 - Outreach & EducationParticipate in public outreach and education efforts, e.g., school programs, science fair judging, facility/ship tours, and outreach booths.Task #6 - Scientific MeetingsPrepare for and present, facilitate, or participate in position-related workshops, scientific meetings, symposiums, and public forums, presenting scientific results as required. Qualifications (Required) MS degree (or higher) in Marine Science or a related field, or BS degree plus 5 years of relevant experience.Computer literate with common word processing, database, statistical, and graphics programs, including PRIMER, Microsoft SQL, and ArcGIS (Spatial, Geostatistical, and 3D Analyst extensions); capable of college-level reports and oral presentations.Proficient in fish, invertebrate, and protected species identification; knowledge of mesophotic and deep reef taxa.10 years of experience in at-sea data collection using ROVs, HOVs, and AUVs.Ability to collect, process, label, and track marine specimens for analysis or museum vouchers, including barcode label creation.Expert knowledge of acoustic mapping methodologies, including multibeam, side-scan, and synthetic aperture sonar analysis (e.g., ArcGIS, Caris, Seabird, Fledermaus).Knowledge of procedures for encountering endangered or threatened species.Sea-going contractors on OMAO NOAA ships must submit a NOAA Health Services Questionnaire (Form 57-10-01) and Tuberculosis Screening Form (NF 57-10-02) annually/biennially, and must have a current tetanus vaccine (within 10 years).