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Contract Data Annotation Jobs in Silver Spring, MD

As a Transportation Model Manager, you will proactively manage model health and common data ... Support digital delivery requirements by preparing precise, contract-compliant deliverables for ...

Collaborate with Contracts, Pricing, and BD leadership to ensure proposal coherence across all ... annotation, and color review milestones * Identify and flag proposal risks - staffing gaps, unclear ...

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Contract Data Annotation information

What is a contract data annotation?

A contract data annotation job involves labeling or tagging data—such as images, text, audio, or video—according to specific guidelines, usually on a temporary or project-based contract. These annotations help train machine learning models by providing accurate, human-labeled examples for algorithms to learn from. Contract workers are typically hired for a set period or project and may work remotely or on-site, depending on the employer. The work requires attention to detail, adherence to quality standards, and sometimes familiarity with specialized annotation tools.

What are the key skills and qualifications needed to thrive as a contract data annotation specialist?

To thrive as a Contract Data Annotation Specialist, you need a keen eye for detail, strong analytical skills, and familiarity with data labeling standards, often supported by experience in data management or related fields. Proficiency with annotation platforms (such as Labelbox, Prodigy, or CVAT) and basic knowledge of data formats like JSON or XML are commonly required. Excellent communication, time management, and the ability to work independently help individuals excel in this often remote and deadline-driven role. These skills ensure high-quality, accurate data annotations that are vital for training reliable machine learning models.

What are some common challenges faced by contract data annotation professionals, and how can they be effectively managed?

Contract data annotation professionals often encounter challenges such as maintaining consistency in labeling, managing tight project deadlines, and ensuring data privacy. These challenges can be effectively managed by following detailed annotation guidelines, utilizing collaborative tools for team communication, and participating in regular quality assurance checks. Staying organized and proactive about seeking clarification from project leads also helps ensure high-quality, accurate results and a smooth workflow.

What is the difference between Contract Data Annotation vs Data Labeler?

AspectContract Data AnnotationData Labeler
CredentialsBasic computer skills, attention to detailBasic computer skills, attention to detail
Work EnvironmentRemote or on-site, project-basedRemote or on-site, task-based
Industry UsageAI/ML training, tech companiesAI/ML training, tech companies
Job FocusAnnotating data for machine learning modelsLabeling data to improve AI algorithms

Contract Data Annotation involves completing specific annotation projects for AI training, often on a contractual basis. Data Labelers focus on labeling data to enhance machine learning models, typically performing similar tasks. Both roles require attention to detail and are used in AI/ML industries, but Contract Data Annotation emphasizes project-based work with defined deliverables.

Is data annotation still hiring?

Data annotation roles are currently in demand as companies continue to develop AI and machine learning models. Many positions are available for remote work, often requiring basic computer skills and attention to detail, with some roles offering flexible schedules. Job availability can vary by industry and region, so checking specific job boards is recommended.

Is it hard to get hired for contract data annotation?

Contract data annotation jobs are generally accessible to individuals with basic computer skills and attention to detail. The hiring process often involves completing a skills test or sample annotation task, and some roles may require familiarity with specific tools or platforms. Competition can vary depending on the demand and the company's requirements, but many positions are available for entry-level candidates.

What are the most commonly searched types of Data Annotation jobs in Silver Spring, MD?

The most popular types of Data Annotation jobs in Silver Spring, MD are:

What job categories do people searching Contract Data Annotation jobs in Silver Spring, MD look for?

The top searched job categories for Contract Data Annotation jobs in Silver Spring, MD are:

What cities near Silver Spring, MD are hiring for Contract Data Annotation jobs?

Cities near Silver Spring, MD with the most Contract Data Annotation job openings:

BIM Manager (Bentley)

Dewberry

Fairfax, VA • On-site, Remote

Full-time

Re-posted 17 days ago


Dewberry rating

8.3

Company rating: 8.3 out of 10

Based on 16 frontline employees who took The Breakroom Quiz


Job description

Dewberry seeks a Transportation Model Manager (Bentley Systems) to join our Design Technology Solutions team. In this role, you will use your Bentley transportation modeling expertise to partner directly with project teams and own the digital backbone of assigned roadway and bridge projects. This is a projectfacing role that works alongside project managers, task leads, and production teams to keep OpenRoads Designer (ORD) and OpenBridge Modeler (OBM) deliverables stable, standardsbased, and submittalready throughout the project lifecycle.

As a Transportation Model Manager, you will proactively manage model health and common data environments, support disciplined model integration and clash detection workflows, and help produce precise, contractcompliant digital deliverables. This position is ideal for a professional who enjoys projectfacing partnership, can balance standards with production realities, and is passionate about strengthening digital delivery for transportation infrastructure programs.

We are open to considering fully remote applicants. 

Dewberry is a leading, market-facing  professional services firm with more than 60 locations and 2,500 professionals nationwide. What sets us apart from our competitors are our people. At Dewberry, we seek out exceptional talent and strive to deliver the highest quality of services to our clients. Whether you’re an experienced professional or a new graduate, you’ll have the chance to collaborate with the best and brightest and work on innovative and complex projects at the forefront of the industry. Our commitment to excellence stems from our personal integrity and from other defining attributes, which we call “Dewberry at Work,” that have inspired our employees to be successful for more than a half-century.


  • Collaborate with project managers and design leads to align digital workflows with project goals, schedules, and delivery requirements.
  • Serve as the primary point of contact for assigned ORD/OBM projects for model governance, quality control, and data management.
  • Execute and maintain ProjectWise, ORD, OBM setup workflows, including templates, styles, support content, and drawing organization, and standardize repeatable practices to improve delivery efficiency and meet PxP and client requirements.
  • Manage ORD and OBM data environments and model health, including information governance strategy, file organization, and QC checks to verify compliance with standards, reference integrity, and milestone readiness.
  • Coordinate and execute clash detection and model integration for multi-discipline and multi-phase projects, supporting phased delivery and milestone execution.
  • Support digital delivery requirements by preparing precise, contract-compliant deliverables for project milestones and submittals in required native or exchange formats.

Required

  • Bachelor’s degree in in civil engineering or a related field.
  • 10+ yeas of experience.
  • 3+ years of OpenRoad Designer (ORD) and/or OpenBridge Modeler (OBM) experience in DOT production workflows (projects that include feature definitions, annotation groups, and advanced corridor template concepts).
  • Strong understanding of CAD/BIM standards, PxP requirements, and ProjectWise model governance best practices (project organization, references, and data management).
  • Experience supporting multi-discipline coordination and model integration on infrastructure projects.
  • Familiarity with clash detection and issue coordination workflows and DOT digital delivery requirements.
  • Ability to obtain Public Trust clearance.

Preferred

  • Professional engineering (PE) licensure.
  • Experience with Bentley Infrastructure Cloud (BIC).
  • Knowledge of interoperability and exchange formats (LandXML, IFC, IMX, KML/KMZ, SHP, GeoJSON).
  • Experience supporting multi-phase transportation, infrastructure, stormwater, or energy projects with complex digital delivery requirements.
  • Experience in graphic design, modeling, rendering, animations and other visualization development.
  • Familiarity with Bluebeam for markup and coordination.
  • Familiarity with workflow automation and efficiency tools (e.g., Python).

*At this time, Dewberry will not sponsor a new applicant for work authorization.

*Dewberry is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability, protected veteran status, gender identity or sexual orientation.

*Only recipients of an offer of employment from Dewberry, will be required to submit to a background screening which may include, but is not limited to, employment verification, educational and other credential verification, driving record check, criminal background check, and an investigative consumer report. These screenings will be conducted by Dewberry’s background vendor of choice and will be conducted in compliance with all applicable federal, state, and local law.

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The projected range for this position is $99,000-$127,000 annually. Depending upon other factors, i.e., skills, experience, location, market conditions, the range may vary slightly.



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