Tax
Richardson, TX · On-site
... annotation/data labeling experience - Familiarity with tax software (TurboTax, Drake, ProSeries) - Experience writing tax guidelines or training materials
Tax
Richardson, TX · On-site
... annotation/data labeling experience - Familiarity with tax software (TurboTax, Drake, ProSeries) - Experience writing tax guidelines or training materials
Data Labeler Manager
Dallas, TX · On-site
... annotation policies that require an understanding of both technical and operational constraints • Have a solid understanding of project guidelines to be able to communicate labeling concepts ...
Data Labeler Manager
Dallas, TX · On-site
... annotation policies that require an understanding of both technical and operational constraints • Have a solid understanding of project guidelines to be able to communicate labeling concepts ...
Data Labeler Manager
Dallas, TX · On-site
What to Expect The Data Labeling team is responsible for annotating images, videos, and other data ... Work directly with engineers and Tesla AI leadership and own annotation policies that require an ...
Data Labeler Manager
Dallas, TX · On-site
What to Expect The Data Labeling team is responsible for annotating images, videos, and other data ... Work directly with engineers and Tesla AI leadership and own annotation policies that require an ...
Delivery Lead
Dallas, TX · Remote
$110K - $140K/yr
... annotation to delivery. We design and create datasets from scratch, recruit and manage the domain experts who evaluate model output, and run everything through our own platform, Label Studio, the ...
Quick apply
Delivery Lead
Dallas, TX · Remote
$110K - $140K/yr
... annotation to delivery. We design and create datasets from scratch, recruit and manage the domain experts who evaluate model output, and run everything through our own platform, Label Studio, the ...
High Volume (TOFU) Recruiter
Dallas, TX · On-site +1
$55K - $100K/yr
... annotation to delivery. We design and create datasets from scratch, recruit and manage the domain experts who evaluate model output, and run everything through our own platform, Label Studio, the ...
Quick apply
High Volume (TOFU) Recruiter
Dallas, TX · On-site +1
$55K - $100K/yr
... annotation to delivery. We design and create datasets from scratch, recruit and manage the domain experts who evaluate model output, and run everything through our own platform, Label Studio, the ...
Language Data Annotator (US)
Dallas, TX · On-site +1
Experience in one or more of the following areas: machine learning tasks, data collection and preprocessing, data evaluation and quality assurance, and data annotation and labeling. What We Offer
Language Data Annotator (US)
Dallas, TX · On-site +1
Experience in one or more of the following areas: machine learning tasks, data collection and preprocessing, data evaluation and quality assurance, and data annotation and labeling. What We Offer
Language Data Annotator (US)
Dallas, TX · On-site +1
Experience in one or more of the following areas: machine learning tasks, data collection and preprocessing, data evaluation and quality assurance, and data annotation and labeling. What We Offer
Language Data Annotator (US)
Dallas, TX · On-site +1
Experience in one or more of the following areas: machine learning tasks, data collection and preprocessing, data evaluation and quality assurance, and data annotation and labeling. What We Offer
AI Trainer - Freelance Data Annotator
Dallas, TX · Remote
$23/hr
About the Role Annotation is what helps AI make sense of the world. As an annotator, you may be ... Label or classify content based on project guidelines * Identify and flag factually incorrect ...
AI Trainer - Freelance Data Annotator
Dallas, TX · Remote
$23/hr
About the Role Annotation is what helps AI make sense of the world. As an annotator, you may be ... Label or classify content based on project guidelines * Identify and flag factually incorrect ...
AI Trainer - Freelance Data Annotator
Dallas, TX · Remote
$23/hr
About the Role Annotation is what helps AI make sense of the world. As an annotator, you may be ... Label or classify content based on project guidelines * Identify and flag factually incorrect ...
AI Trainer - Freelance Data Annotator
Dallas, TX · Remote
$23/hr
About the Role Annotation is what helps AI make sense of the world. As an annotator, you may be ... Label or classify content based on project guidelines * Identify and flag factually incorrect ...
Freelance Annotator (English) - AI Trainer
Dallas, TX · Remote
$23/hr
About the Role Annotation is what helps AI make sense of the world. As an annotator, you may be ... Label or classify content based on project guidelines * Identify and flag factually incorrect ...
Freelance Annotator (English) - AI Trainer
Dallas, TX · Remote
$23/hr
About the Role Annotation is what helps AI make sense of the world. As an annotator, you may be ... Label or classify content based on project guidelines * Identify and flag factually incorrect ...
Design evaluation frameworks - component-level and end-to-end - using expert annotation and ... Hierarchical, multi-label document classification with domain-specific and customer-defined schemas
Design evaluation frameworks - component-level and end-to-end - using expert annotation and ... Hierarchical, multi-label document classification with domain-specific and customer-defined schemas
Senior Applied Scientist, Document Understanding
$85K - $117K/yr
Hierarchical, multi-label document classification with domain-specific and customer-defined schemas ... Annotation workflow design and evaluation framework development for document understanding tasks ...
Senior Applied Scientist, Document Understanding
$85K - $117K/yr
Hierarchical, multi-label document classification with domain-specific and customer-defined schemas ... Annotation workflow design and evaluation framework development for document understanding tasks ...
Annotation Labelling information
What is annotation labelling?
Annotation labelling is the process of tagging or marking data—such as images, text, or audio—with relevant information or labels. This is an essential step in preparing datasets for machine learning and artificial intelligence models, as it helps algorithms understand and learn from raw data. Annotation labelling can include tasks like identifying objects in photos, transcribing speech, or categorizing text. Skilled annotators ensure accuracy and consistency to improve model performance. People in this role often use specialized tools or software to streamline and standardize the annotation process.
What are the key skills and qualifications needed to thrive as an Annotation Labelling Specialist, and why are they important?
To thrive as an Annotation Labelling Specialist, you need strong attention to detail, data analysis capabilities, and familiarity with data annotation standards, usually supported by a background in computer science or related fields. Proficiency with annotation tools such as Labelbox, CVAT, or Supervisely, and sometimes knowledge of basic programming or scripting, is typically required. Excellent communication, consistency, and the ability to follow complex instructions are crucial soft skills for producing high-quality labeled data. These skills ensure the accuracy and reliability of datasets, which are foundational for successful machine learning and AI model development.
What are some common challenges faced by Annotation Labelling professionals, and how can they be managed?
Annotation Labelling professionals often encounter challenges such as maintaining high accuracy while handling repetitive data, meeting tight deadlines, and adapting to evolving project guidelines. To manage these, it’s important to develop strong attention to detail, regularly communicate with team leads to clarify instructions, and leverage annotation tools efficiently. Collaborating closely with quality assurance teams can also help identify and correct errors early, ensuring consistently high-quality outputs.
What is the difference between Annotation Labelling vs Data Labeling Specialist?
| Aspect | Annotation Labelling | Data Labeling Specialist |
|---|---|---|
| Credentials | Basic technical skills, attention to detail | Similar skills, sometimes additional domain knowledge |
| Work Environment | Data annotation platforms, remote or office | Data annotation tasks, often remote or in-office |
| Industry Usage | AI, machine learning, autonomous vehicles | AI, machine learning, healthcare, retail |
| Search & Comparison | Commonly compared for entry-level data tasks | Related but broader role |
Annotation Labelling involves marking data such as images, text, or videos to train AI models. Data Labeling Specialists perform similar tasks but may have a broader scope, including verifying and managing labeled data. Both roles are essential in AI development, often overlapping in skills and work environment, but Annotation Labelling is more focused on the annotation process itself.
What are popular job titles related to Annotation Labelling jobs in Irving, TX? For Annotation Labelling jobs in Irving, TX, the most frequently searched job titles are:
What job categories do people searching Annotation Labelling jobs in Irving, TX look for? The top searched job categories for Annotation Labelling jobs in Irving, TX are:
What cities near Irving, TX are hiring for Annotation Labelling jobs? Cities near Irving, TX with the most Annotation Labelling job openings:
Other
Posted 21 days ago
Job description
Role: Tax SME for AI Training & Annotation
Experience: 5+ years in US Tax -
Location:
- Austin, TX
- Richardson, TX
- Houston, TX
- Bellevue, WA
- Bridgewater, NJ
- Hartford, CT
- Indianapolis, IN
- Lisle, IL
- Milwaukee, WI
- Raleigh, NC
- Tempe, AZ
Must Have:
- Deep knowledge of US Federal & State Tax rules
- Corporate / Business Tax (entity structures, deductions, filing requirements)
- Individual / Personal Tax (1040, credits, deductions, capital gains)
- Ability to review & validate AI-generated tax responses for accuracy
- Annotate, label & correct tax scenarios, rules & edge cases
- Identify errors, ambiguities & hallucinations in AI outputs
- Strong written communication — clear, precise explanations
Nice to Have:
- CPA / EA certification
- Prior AI annotation/data labeling experience
- Familiarity with tax software (TurboTax, Drake, ProSeries)
- Experience writing tax guidelines or training materials