The Labeling team delivers algorithms, tools and infrastructure to provide data labels that can be ... Perform high-precision mapping and spatial data annotation activities crucial for autonomous ...
The Labeling team delivers algorithms, tools and infrastructure to provide data labels that can be ... Perform high-precision mapping and spatial data annotation activities crucial for autonomous ...
This role focuses on executing high-volume data labeling and annotation tasks to ensure models are trained on accurate and representative inputs. Responsibilities : • Execute high-volume data ...
This role focuses on executing high-volume data labeling and annotation tasks to ensure models are trained on accurate and representative inputs. Responsibilities : • Execute high-volume data ...
This role focuses on executing high-volume data labeling and annotation tasks to ensure models are trained on accurate and representative inputs. Responsibilities : • Execute high-volume data ...
This role focuses on executing high-volume data labeling and annotation tasks to ensure models are trained on accurate and representative inputs. Responsibilities : • Execute high-volume data ...
This role focuses on executing high-volume data labeling and annotation tasks to ensure models are trained on accurate and representative inputs. Responsibilities : • Execute high-volume data ...
This role focuses on executing high-volume data labeling and annotation tasks to ensure models are trained on accurate and representative inputs. Responsibilities : • Execute high-volume data ...
Track data collection and annotation budget. 3. Annotation & Labeling Oversight * Coordinate data annotation activities with internal teams and external vendors. * Track annotation progress ...
Track data collection and annotation budget. 3. Annotation & Labeling Oversight * Coordinate data annotation activities with internal teams and external vendors. * Track annotation progress ...
The role focuses on executing high-volume data labeling and annotation tasks to ensure models are trained on accurate and representative inputs. Responsibilities : • Execute high-volume data ...
New
The role focuses on executing high-volume data labeling and annotation tasks to ensure models are trained on accurate and representative inputs. Responsibilities : • Execute high-volume data ...
New
The role involves executing high-volume data labeling and annotation tasks to ensure models are trained on accurate and representative inputs. Responsibilities : • Execute high-volume data labeling ...
The role involves executing high-volume data labeling and annotation tasks to ensure models are trained on accurate and representative inputs. Responsibilities : • Execute high-volume data labeling ...
The role involves executing high-volume data labeling and annotation tasks to ensure models are trained on accurate and representative inputs. Responsibilities : • Execute high-volume data labeling ...
The role involves executing high-volume data labeling and annotation tasks to ensure models are trained on accurate and representative inputs. Responsibilities : • Execute high-volume data labeling ...
Internal Tools (Front-End)
$180K - $440K/yr
Starfleet - Our Human Data Collection Platform (large-scale annotation, labeling, quality control, and human feedback systems) * Toolbox - Our unified Research Platform for model training ...
Internal Tools (Front-End)
$180K - $440K/yr
Starfleet - Our Human Data Collection Platform (large-scale annotation, labeling, quality control, and human feedback systems) * Toolbox - Our unified Research Platform for model training ...
Responsibilities : • Execute high-volume data labeling and annotation tasks across speech and voice datasets • Follow detailed guidelines to ensure consistency, accuracy, and data integrity at ...
New
Responsibilities : • Execute high-volume data labeling and annotation tasks across speech and voice datasets • Follow detailed guidelines to ensure consistency, accuracy, and data integrity at ...
New
Mammography Technologist - Eugene & Springfield, OR (Sign-on/Relocation Available)
Eugene, OR · On-site
... annotation, labeling, and quality validation. • Adjust technical factors for optimal image quality while maintaining patient safety and comfort. • Maintain quality control standards and ...
Mammography Technologist - Eugene & Springfield, OR (Sign-on/Relocation Available)
Eugene, OR · On-site
... annotation, labeling, and quality validation. • Adjust technical factors for optimal image quality while maintaining patient safety and comfort. • Maintain quality control standards and ...
... Annotation Specialists to help train and improve Large Language Models (LLMs). In this role, you'll ... Annotate and label content based on project-specific guidelines. * Follow detailed written ...
... Annotation Specialists to help train and improve Large Language Models (LLMs). In this role, you'll ... Annotate and label content based on project-specific guidelines. * Follow detailed written ...
... Annotation Specialists to help train and improve Large Language Models (LLMs). In this role, you'll ... Annotate and label content based on project-specific guidelines. * Follow detailed written ...
... Annotation Specialists to help train and improve Large Language Models (LLMs). In this role, you'll ... Annotate and label content based on project-specific guidelines. * Follow detailed written ...
The role focuses on executing high-volume data labeling and annotation tasks to ensure models are trained on accurate and representative inputs. Responsibilities : • Execute high-volume data ...
New
The role focuses on executing high-volume data labeling and annotation tasks to ensure models are trained on accurate and representative inputs. Responsibilities : • Execute high-volume data ...
New
The role involves executing high-volume data labeling and annotation tasks to ensure models are trained on accurate and representative inputs. Responsibilities : • Execute high-volume data labeling ...
The role involves executing high-volume data labeling and annotation tasks to ensure models are trained on accurate and representative inputs. Responsibilities : • Execute high-volume data labeling ...
This role focuses on executing high-volume data labeling and annotation tasks to ensure models are trained on accurate and representative inputs. Responsibilities : • Execute high-volume data ...
This role focuses on executing high-volume data labeling and annotation tasks to ensure models are trained on accurate and representative inputs. Responsibilities : • Execute high-volume data ...
ANNOTATION & LABELLING: Transcription, summarization, image and video classification and labeling. * ENHANCING LLMs: Prompt engineering, SFT, RLHF, red teaming and adversarial model training, model ...
ANNOTATION & LABELLING: Transcription, summarization, image and video classification and labeling. * ENHANCING LLMs: Prompt engineering, SFT, RLHF, red teaming and adversarial model training, model ...
We are looking for detail-oriented Search & Data Labeling Raters specifically - German Language to support an AI data annotation project focused on improving e-commerce search experiences. In this ...
Quick apply
We are looking for detail-oriented Search & Data Labeling Raters specifically - German Language to support an AI data annotation project focused on improving e-commerce search experiences. In this ...
Search and Data Labelling Rater - Italian
Austin, TX · Remote
$8/hr
Job Overview We are looking for detail-oriented Search & Data Labeling Raters to support an AI data annotation project focused on improving e-commerce search experiences. In this role, you will ...
Quick apply
Search and Data Labelling Rater - Italian
Austin, TX · Remote
$8/hr
Job Overview We are looking for detail-oriented Search & Data Labeling Raters to support an AI data annotation project focused on improving e-commerce search experiences. In this role, you will ...
We are looking for detail-oriented Search & Data Labeling Raters - French to support an AI data annotation project focused on improving e-commerce search experiences. In this role, you will evaluate ...
Quick apply
We are looking for detail-oriented Search & Data Labeling Raters - French to support an AI data annotation project focused on improving e-commerce search experiences. In this role, you will evaluate ...
Annotation Labelling information
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 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 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.
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Other
Posted 26 days ago
Job description
About the Role:
The Labeling team delivers algorithms, tools and infrastructure to provide data labels that can be used by Perception, Motion Planning, and other ML teams for training and evaluation. They work closely with manual labeling efforts and infrastructure teams to create a data centric ecosystem needed to develop real time, safety critical ML models for autonomous driving.
We are looking for a Labeling Analyst to review and ensure a high quality of labels delivered to our Autonomy teams. The job entails operating internal and third party tools to visualize labels and checking if they meet our quality and labeling standards. The Labeling Analyst will also collaborate across operational and technical teams to identify and correct issues and support other labeling related tasks as needed.
Responsibilities:
- Review labels using internal and third party tooling to identify defects, mis-labeled or unlabeled items.
- Perform high-precision mapping and spatial data annotation activities crucial for autonomous vehicle navigation, utilizing proprietary tooling.
- Update issue trackers based on defects found, summarize findings and write reports.
- Follow up with internal and third party partners to resolve quality issues.
- Participate in defining requirements for, testing, and creating user documentation for internal label editing and review tooling.
- Help with other tasks such as selecting suitable logs for labeling and generating analytics on the QA process.
- Partner with engineering teams to define requirements for, test, and create user documentation for new proprietary labeling and mapping tools.
Qualifications:
- Computer literacy and operate web based tools.
- Ability to work with Google docs, spreadsheets, write summary reports and aggregate statistics using Google Sheets.
- Ability to take high level acceptance criteria guidance and follow it to execute on label review.
- Ability to work in a highly collaborative, team environment across a variety of functional domains, both operational and technical.
About Stack AV
Sourced by ZipRecruiter
Company size
11 - 50 Employees
Headquarters location
Carnegie, PA, US
Year founded
2023