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Text Dataset Specialist Jobs (NOW HIRING)

Annotate and label large datasets for AI/ML training and evaluation tasks across text, tabular, and ... dataset quality. Assist in building evaluation datasets, benchmark suites, and golden sets for ...

Data Collection

San Jose, CA · On-site

$150K - $250K/yr

One that is proactive, multimodal, and capable of interacting with the world through speech, text ... Experience with synthetic data generation or evaluation dataset design. * Background working at a ...

One that is proactive, multimodal, and capable of interacting with the world through speech, text ... Experience with synthetic data generation or evaluation dataset design. * Background working at a ...

Text Dataset Specialist information

What is the difference between Text Dataset Specialist vs Data Annotator?

AspectText Dataset SpecialistData Annotator
Required CredentialsBachelor's in Computer Science, Data Science, or related field; familiarity with NLP toolsHigh school diploma or equivalent; training in annotation tools
Work EnvironmentOffice or remote; collaborative with data science teamsRemote or on-site; focused on annotation tasks
Industry UsageAI, machine learning, NLP projectsData labeling for AI and machine learning models
Search & Comparison IntentUnderstanding roles in data preparation for NLPClarifying annotation responsibilities in data projects

The Text Dataset Specialist and Data Annotator roles both involve working with data for AI and NLP projects. The specialist typically has a background in data science and handles more complex dataset management, while the annotator focuses on labeling data. Both roles are essential in preparing high-quality data for machine learning models, but they differ in scope and required expertise.

More about Text Dataset Specialist jobs
What cities are hiring for Text Dataset Specialist jobs? Cities with the most Text Dataset Specialist job openings:
What states have the most Text Dataset Specialist jobs? States with the most job openings for Text Dataset Specialist jobs include:

Data Annotator / Data Labeling Specialist

Tata Consultancy Service Limited

Charlotte, NC • On-site

$110K - $125K/yr

Full-time

Medical, Dental, Vision, Retirement, PTO

Posted 29 days ago


Job description

Must Have Technical/Functional Skills
Data Annotator / Data Labeling Specialist, Agile concepts, CI/CD
10+ years experience
Roles & Responsibilities
• Accurately label text, image, audio, or structured data based on project-specific guidelines.
• Follow annotation taxonomy and definitions consistently across tasks and datasets.
• Perform quality checks, resolve ambiguities, and flag edge cases for guideline refinement.
• Meet productivity and accuracy SLAs while maintaining high attention to detail.
• Use annotation tools/platforms effectively and report tool or data issues promptly.
• Participate in calibration sessions to align with reviewers and improve inter-annotator agreement.
• Document annotation decisions and examples to support standardization and training.
• Rework rejected samples based on QA feedback and maintain continuous quality improvement.
• Handle sensitive/confidential data according to privacy and security policies.
• Track task progress, throughput, and quality metrics in assigned dashboards.
• Collaborate with ML engineers and linguists/domain experts to improve labeling frameworks.
• Support dataset curation activities such as deduplication, filtering, and metadata tagging.
• Basic understanding of data annotation tools (Labelbox, CVAT, VGG, etc.)
• Familiarity with:
o Image annotation
o NLP data labeling
o Data categorization techniques
• Basic computer skills (Excel, Google Sheets)
• Ability to follow structured guidelines precisely
Generic Managerial Skills, If any
• Proactive and result-oriented leader, adept in mentoring and motivating the dynamic team to exemplary performance.
• Strong communication, collaboration, and team building skills with proficiency in grasping new technical concepts quickly.
TCS Employee Benefits Summary:
Discretionary Annual Incentive.
Comprehensive Medical Coverage: Medical & Health, Dental & Vision, Disability Planning & Insurance, Pet Insurance Plans.
Family Support: Maternal & Parental Leaves.
Insurance Options: Auto & Home Insurance, Identity Theft Protection.
Convenience & Professional Growth: Commuter Benefits & Certification & Training Reimbursement.
Time Off: Vacation, Time Off, Sick Leave & Holidays.
Legal & Financial Assistance: Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.
Salary Range: $110,000-$125,000 a year