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Data Annotation Services Jobs in Houston, TX (NOW HIRING)

Apptad, Inc.

Documentum Architect

Houston, TX · On-site

$58.25 - $76.50/hr

Architect integrations with Brava (document viewing/annotation) and Info Archive (archival strategy ... Relational data modeling & schema design * SQL (Oracle / SQL Server preferred) * DevOps exposure:

Codeforce 360

Documentum Architect

Houston, TX · On-site

$60.25 - $79.25/hr

Architect integrations with Brava (document viewing/annotation) and Info Archive (archival strategy ... Relational data modeling & schema design * SQL (Oracle / SQL Server preferred) * DevOps exposure

CYNET SYSTEMS

Documentum Lead Developer

Houston, TX · On-site

$50 - $55/hr

Architect integrations with Brava (document viewing/annotation) and Info Archive (archival strategy ... Experience in relational data modeling & schema design. * SQL (Oracle / SQL Server preferred ...

CYNET SYSTEMS

Documentum Lead Developer

Houston, TX · On-site

$50 - $55/hr

Architect integrations with Brava (document viewing/annotation) and Info Archive (archival strategy ... Skills: Strong foundation in computer science concepts (data structures, algorithms, OOP)

MD Anderson Center

MRI Technologist

Houston, TX · On-site

... services within [Department information not provided]. This role is essential to delivering high ... annotation, and protocol adherence • Transfer images accurately and timely to PACS and related ...

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All JobsData Annotation Services JobsData Annotation Services Jobs in Houston, TX

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?

AspectData Annotation ServicesData Labeling Specialists
CredentialsTypically no formal credentials required; focus on trainingOften have training in specific tools or industry standards
Work EnvironmentCollaborative, often remote or in-office teamsSimilar, working in teams or independently on labeling tasks
Industry UsageUsed by AI/ML companies for training datasetsEmployed in similar settings, focusing on labeling data for AI models
Search & Comparison IntentUnderstanding services offered for data preparationLooking 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 Houston, TX?

For Data Annotation Services jobs in Houston, TX, the most frequently searched job titles are:

What job categories do people searching Data Annotation Services jobs in Houston, TX look for?

The top searched job categories for Data Annotation Services jobs in Houston, TX are:

What cities near Houston, TX are hiring for Data Annotation Services jobs?

Cities near Houston, TX with the most Data Annotation Services job openings:

Data Annotation Services jobs near you
Infographic showing various Data Annotation Services job openings in Houston, TX as of August 2026, with employment types broken down into 1% As Needed, 79% Full Time, 16% Part Time, and 4% Contract. Highlights an 94% Physical, 2% Hybrid, and 4% Remote job distribution.

Documentum Architect

Houston, TX • On-site

Apptad, Inc.
IT Services • 501 - 1,000 employees
Learn more about Apptad, Inc.external

$58.25 - $76.50/hr

Contractor

Posted 15 days ago

Job description

Position-Documentum Architect
Location-Houston, TX (ONSITE)
Job Description
Role Overview
  • We are seeking a highly experienced Documentum Architect with deep expertise in OpenText Documentum platform architecture, development, and enterprise integrations.
  • The role will be responsible for designing, modernizing, and governing ECM platforms, ensuring scalability, compliance, and high availability across enterprise environments.
  • The ideal candidate will have strong hands-on experience in Documentum upgrades, installations, development, and extensive exposure to xECM for SAP, Brava, and Info Archive solutions.

Key Responsibilities
  • Own end-to-end Documentum platform architecture, including design, governance, and standards
  • Lead Documentum upgrades, migrations, installations, and environment lifecycle management
  • Design and implement scalable ECM solutions using Documentum D2, xCP, and Content Server
  • Good Handson experience on developing using DFC
  • Drive xECM for SAP integrations for enterprise content synchronization and business process enablement
  • Architect integrations with Brava (document viewing/annotation) and Info Archive (archival strategy & compliance)
  • Define and enforce security, compliance, audit, and governance frameworks
  • Provide technical leadership for development, customization, and performance optimization
  • Collaborate with DevOps teams to define CI/CD pipelines, deployment strategies, and automation frameworks
  • Ensure high performance, availability, and disaster recovery readiness
  • Support incident management, root cause analysis, and continuous improvement initiatives

Must-Have Technical Skills
  • Strong experience in OpenText Documentum platform, including:
  1. Documentum Content Server
  2. Documentum D2 (Mandatory)
  3. xCP / Webtop / WDK
  • Proven expertise in:
  1. Documentum Upgrades, Installations, and Configuration
  2. Documentum Development (DQL, BOF, Workflows, Methods)
  • Extensive hands-on experience with:
  1. xECM for SAP (mandatory)
  2. Brava Viewer integration (mandatory)
  3. Info Archive (mandatory)
  4. Strong understanding of:
  5. Content lifecycle management
  6. Repository design & security models
  7. Performance tuning & troubleshooting

Key Technical Requirements
  • Strong proficiency in Documentum D2 Development (mandatory)
  • Solid understanding of Documentum core fundamentals (repository, object model, workflows)
  • Experience with DFC development (good to have)
  • Working knowledge of Microsoft Azure (IaaS/PaaS, storage, deployment models)
  • Experience working in an Agile/Scrum environment

Architecture & Engineering Competencies
  • Strong knowledge of modern architecture patterns:
  1. SOLID Principles
  2. MVC, N-tier Architecture
  3. RESTful APIs & SOA
  4. Microservices & Modular Monoliths
  5. Event-driven architecture
  6. Domain Driven Design (DDD)
  • Experience in:
  1. Asynchronous and parallel processing
  2. Scalable distributed system design

Technical Skills & Tooling
  • Strong foundation in computer science concepts (data structures, algorithms, OOP)
  • Experience in:
  1. Relational data modeling & schema design
  2. SQL (Oracle / SQL Server preferred)
  • DevOps exposure:
  1. Git / Version Control Systems
  2. CI/CD tools (Azure DevOps / Jenkins)
  • Knowledge of:
  1. Cloud deployment models
  2. Containerization (Docker)
  3. Orchestration (Kubernetes)

Experience & Qualifications
  • 10-15 years of relevant experience in ECM / Documentum ecosystem
  • Proven experience in:
  1. Large-scale enterprise ECM implementations
  2. Managed services / support + transformation engagements
  • Bachelor's or master's degree in computer science / IT or related field
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About Apptad

Sourced by ZipRecruiter

Apptad offers strategic consulting, enterprise information management and digital transformation services. With globally connected offices in US and India along with a team of trained and certified IT resources, Apptad ensures quick and effective delivery to its customers.Apptad is relentlessly reinventing the outlook of how companies leverage data. With an effort to enable our customers the ability to solve biggest problems within their organization. We perceive our clients’ problems and respond with custom solutions instead of handing over boilerplate responses.

Industry

It services

Company size

501 - 1,000 Employees

Headquarters location

Reston, VA, US

Year founded

2018

Social media

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