Maintain drawing standards, annotation consistency, revision control, and BIM standards compliance ... Ensure CAFM data accurately reflects the current state of each facility to support rent ...
Maintain drawing standards, annotation consistency, revision control, and BIM standards compliance ... Ensure CAFM data accurately reflects the current state of each facility to support rent ...
Data Annotation Engineer information
See Oklahoma salary details
$47.6K - $59.8K
2% of jobs
$59.8K - $72K
9% of jobs
$80.5K is the 25th percentile. Wages below this are outliers.
$72K - $84.2K
20% of jobs
$84.2K - $96.4K
4% of jobs
$96.4K - $108.6K
4% of jobs
$108.6K - $120.8K
1% of jobs
$120.8K - $133K
0% of jobs
$133K - $145.3K
0% of jobs
The median wage is $151.4K / yr.
$145.3K - $157.5K
18% of jobs
$157.5K - $169.7K
0% of jobs
$174.4K is the 75th percentile. Wages above this are outliers.
$169.7K - $181.9K
41% of jobs
$47.6K
$136.2K
$181.9K
How much do data annotation engineer jobs pay per year?
What are the main challenges faced by data annotation engineers in their daily work?
One of the main challenges Data Annotation Engineers face is ensuring consistent accuracy and quality in labeling large and often complex datasets. Attention to detail is critical, as even small errors can significantly affect machine learning model performance. Additionally, engineers must frequently adapt to evolving annotation guidelines and emerging data types, which requires ongoing learning and flexibility. Collaboration with data scientists and project managers is common to clarify requirements and resolve ambiguities, making strong communication skills essential for success.
What are the key skills and qualifications needed to thrive as a data annotation engineer?
To thrive as a Data Annotation Engineer, you need a strong background in data analysis, attention to detail, and familiarity with annotation processes, often supported by a degree in computer science or a related field. Proficiency with annotation tools like Labelbox, CVAT, or VIA, and understanding of data formats used in machine learning, is commonly required. Excellent communication, collaboration, and organizational skills help you effectively manage projects and cooperate with cross-functional teams. These abilities are crucial for delivering high-quality labeled data, which directly impacts the performance of AI and machine learning models.
What is a data annotation engineer?
A Data Annotation Engineer is responsible for labeling and annotating data—such as text, images, audio, or video—to train machine learning models. They ensure that data is accurately categorized and structured to improve model performance. This role often involves using specialized annotation tools, following detailed guidelines, and working closely with data scientists and AI teams. Data Annotation Engineers play a crucial role in the development of AI applications by providing high-quality labeled datasets for supervised learning.

Full-time
Posted 28 days ago
Job description
POSITION SUMMARY
The Architectural Revit Technician provides dedicated technical production support for UHT's in-house design and construction program. This role is the primary owner of Revit modeling, construction documentation, and Computer-Aided Facility Management (CAFM) data across UHT's 1.5 million square foot healthcare portfolio. The Revit Technician works directly alongside the Architectural Project Manager, reports to the Director of Architecture, and allows UHT's architects to remain focused on design leadership, engineering coordination, and construction oversight.
EXAMPLES OF WORK PERFORMED
Revit Production & Construction Documentation
- Develop and maintain complete Revit construction document sets for interior renovation and capital improvement projects across UHT facilities
- Produce drawings from design intent, redlines, and field-verified conditions under the direction of the Director of Architecture or Senior Architectural Associate
- Set up and manage sheet packages, worksets, view templates, and file organization within the department's Revit environment
- Coordinate drawing sets across architectural, MEP, and structural disciplines to maintain design integrity throughout the document set
- Maintain drawing standards, annotation consistency, revision control, and BIM standards compliance across all active projects
- Develop 3D renderings and design visualizations that support design intent communication and leadership decision-making
CAFM Management & Lease Square Footage Calculations
- Serve as primary owner and day-to-day manager of UHT's Computer-Aided Facility Management (CAFM) system
- Measure and maintain precise square footage calculations for all leased spaces in UHT's portfolio — including individual rooms, corridors, and circulation paths — in compliance with BOMA (Building Owners and Managers Association) standards
- Ensure CAFM data accurately reflects the current state of each facility to support rent calculations, fee structures, and space management reporting
- Coordinate with Finance, DataOps and Facilities Management teams to ensure square footage records align with lease and billing requirements
As-Built Maintenance & FM Coordination
- Maintain current and accurate as-built floor plans across all UHT facilities, updating models at project close-out to reflect completed construction
- Systematically correct legacy floor plan data originating from older CAD file conversions, establishing accurate baseline models for all buildings
- Own and maintain all life safety drawings, ensuring egress paths, fire-rated assemblies, and related elements are updated as the physical environment changes
- Expand Revit model content over time to include reflected ceiling plans (RCPs), lighting layouts, and flooring — supporting FM team access to comprehensive facility data
- Coordinate with the Facilities Management team to ensure floor plans remain accessible and useful for work orders, repairs, and compliance reviews
Documentation Quality & Standards
- Enforce consistent sheet formatting, annotation standards, and model organization across all project files
- Manage systematic file organization, folder structures, and version control within the department's shared Revit environment
- Support drawing standards development and BIM protocol maintenance as the department's primary technical production resource
- Perform Revit troubleshooting and provide technical support to the architectural team as needed
QUALIFICATIONS
Required
- Associate's degree or Bachelor's degree in Architectural Technology, Architectural Drafting, Design Technology, Architecture, or a related field from an accredited program
- Minimum two (2) years of professional Revit experience in an architectural firm, engineering firm, or construction environment — not exclusively owner's rep or corporate in-house settings
- Demonstrated proficiency in Autodesk Revit, including production of complete construction document sets, workset management, and sheet setup
- Working knowledge of architectural drawing standards, construction documentation, and BIM workflows
- Understanding of building codes, ADA accessibility requirements, and life safety documentation standards
- Strong attention to detail and ability to manage multiple active projects simultaneously
Preferred
- Two to four years of firm experience with demonstrated progression in modeling and documentation responsibility
- Experience with CAFM platforms or facilities data management systems
- Autodesk Certified Professional (ACP) certification in Revit for Architectural Design
- Familiarity with BOMA measurement standards and leased-space square footage calculation methodologies
- Exposure to healthcare, higher education, or commercial construction environments
- Experience with 3D rendering tools or visualization workflows (e.g., Enscape, Lumion, or Revit native rendering)
- Familiarity with Joint Commission Environment of Care standards or life safety drawing requirements