... medical imaging data formats and annotation tools (e.g., V7). • Exposure to regulated development environments (medical devices, healthcare software, or similar). • Understanding of data ...
... medical imaging data formats and annotation tools (e.g., V7). • Exposure to regulated development environments (medical devices, healthcare software, or similar). • Understanding of data ...
This is a flexible, task-based role with the opportunity to participate in multiple projects over time. Responsibilities * Perform AI/ML-related tasks such as data labeling, annotation, and content ...
Quick apply
This is a flexible, task-based role with the opportunity to participate in multiple projects over time. Responsibilities * Perform AI/ML-related tasks such as data labeling, annotation, and content ...
This is a flexible, task-based role with the opportunity to participate in multiple projects over time. Responsibilities * Perform AI/ML-related tasks such as data labeling, annotation, and content ...
This is a flexible, task-based role with the opportunity to participate in multiple projects over time. Responsibilities * Perform AI/ML-related tasks such as data labeling, annotation, and content ...
This is a flexible, task-based role with the opportunity to participate in multiple projects over time. Responsibilities * Perform AI/ML-related tasks such as data labeling, annotation, and content ...
Quick apply
This is a flexible, task-based role with the opportunity to participate in multiple projects over time. Responsibilities * Perform AI/ML-related tasks such as data labeling, annotation, and content ...
This is a flexible, task-based role with the opportunity to participate in multiple projects over time. Responsibilities * Perform AI/ML-related tasks such as data labeling, annotation, and content ...
This is a flexible, task-based role with the opportunity to participate in multiple projects over time. Responsibilities * Perform AI/ML-related tasks such as data labeling, annotation, and content ...
This is a flexible, task-based role with the opportunity to participate in multiple projects over time. Responsibilities * Perform AI/ML-related tasks such as data labeling, annotation, and content ...
This is a flexible, task-based role with the opportunity to participate in multiple projects over time. Responsibilities * Perform AI/ML-related tasks such as data labeling, annotation, and content ...
This is a flexible, task-based role with the opportunity to participate in multiple projects over time. Responsibilities * Perform AI/ML-related tasks such as data labeling, annotation, and content ...
This is a flexible, task-based role with the opportunity to participate in multiple projects over time. Responsibilities * Perform AI/ML-related tasks such as data labeling, annotation, and content ...
WI · On-site
Zaventem, Belgium | Full time | Home-based | R1560112 "I like that we're different. I like that we ... If you like an organization that has a variety of opportunities, from IT to big data to AI to ...
New
WI · On-site
Zaventem, Belgium | Full time | Home-based | R1560112 "I like that we're different. I like that we ... If you like an organization that has a variety of opportunities, from IT to big data to AI to ...
New
Live in an upscale home on the lake or a hobby farm at small town prices. Tomah has high-quality ... Tomah VA Medical Center is within VISN 12, the proud recipient of the 2024 AMA Joy in Medicine ...
New
Live in an upscale home on the lake or a hobby farm at small town prices. Tomah has high-quality ... Tomah VA Medical Center is within VISN 12, the proud recipient of the 2024 AMA Joy in Medicine ...
New
Local Medical Equipment Delivery Driver
Watertown, WI · On-site
$16.75 - $20.50/hr
Join Rotech Healthcare Inc. as a Patient Service Technician and become a vital part of our mission to improve lives through home-based medical care. In this role, you'll deliver and set up ...
Local Medical Equipment Delivery Driver
Watertown, WI · On-site
$16.75 - $20.50/hr
Join Rotech Healthcare Inc. as a Patient Service Technician and become a vital part of our mission to improve lives through home-based medical care. In this role, you'll deliver and set up ...
Local Medical Equipment Delivery Driver
$16.75 - $20.50/hr
Join Rotech Healthcare Inc. as a Patient Service Technician and become a vital part of our mission to improve lives through home-based medical care. In this role, you'll deliver and set up ...
Local Medical Equipment Delivery Driver
$16.75 - $20.50/hr
Join Rotech Healthcare Inc. as a Patient Service Technician and become a vital part of our mission to improve lives through home-based medical care. In this role, you'll deliver and set up ...
Local Medical Equipment Delivery Driver
$16.75 - $20.50/hr
Join Rotech Healthcare Inc. as a Patient Service Technician and become a vital part of our mission to improve lives through home-based medical care. In this role, you'll deliver and set up ...
Quick apply
Local Medical Equipment Delivery Driver
$16.75 - $20.50/hr
Join Rotech Healthcare Inc. as a Patient Service Technician and become a vital part of our mission to improve lives through home-based medical care. In this role, you'll deliver and set up ...
Local Medical Equipment Delivery Driver
Watertown, WI · On-site
$16.75 - $20.50/hr
Join Rotech Healthcare Inc. as a Patient Service Technician and become a vital part of our mission to improve lives through home-based medical care. In this role, you'll deliver and set up ...
Local Medical Equipment Delivery Driver
Watertown, WI · On-site
$16.75 - $20.50/hr
Join Rotech Healthcare Inc. as a Patient Service Technician and become a vital part of our mission to improve lives through home-based medical care. In this role, you'll deliver and set up ...
Local Medical Equipment Delivery Driver
Watertown, WI · On-site
$16.75 - $20.50/hr
Join Rotech Healthcare Inc. as a Patient Service Technician and become a vital part of our mission to improve lives through home-based medical care. In this role, you'll deliver and set up ...
Local Medical Equipment Delivery Driver
Watertown, WI · On-site
$16.75 - $20.50/hr
Join Rotech Healthcare Inc. as a Patient Service Technician and become a vital part of our mission to improve lives through home-based medical care. In this role, you'll deliver and set up ...
Local Medical Equipment Delivery Driver
$16.75 - $20.50/hr
Join Rotech Healthcare Inc. as a Patient Service Technician and become a vital part of our mission to improve lives through home-based medical care. In this role, you'll deliver and set up ...
Quick apply
Local Medical Equipment Delivery Driver
$16.75 - $20.50/hr
Join Rotech Healthcare Inc. as a Patient Service Technician and become a vital part of our mission to improve lives through home-based medical care. In this role, you'll deliver and set up ...
Local Medical Equipment Delivery Driver
$16.75 - $20.50/hr
Join Rotech Healthcare Inc. as a Patient Service Technician and become a vital part of our mission to improve lives through home-based medical care. In this role, you'll deliver and set up ...
Local Medical Equipment Delivery Driver
$16.75 - $20.50/hr
Join Rotech Healthcare Inc. as a Patient Service Technician and become a vital part of our mission to improve lives through home-based medical care. In this role, you'll deliver and set up ...
Local Medical Equipment Delivery Driver
Watertown, WI · On-site
$16.75 - $20.50/hr
Join Rotech Healthcare Inc. as a Patient Service Technician and become a vital part of our mission to improve lives through home-based medical care. In this role, you'll deliver and set up ...
Local Medical Equipment Delivery Driver
Watertown, WI · On-site
$16.75 - $20.50/hr
Join Rotech Healthcare Inc. as a Patient Service Technician and become a vital part of our mission to improve lives through home-based medical care. In this role, you'll deliver and set up ...
Nurse Practitioner - Home Based Primary Care
Union Grove, WI · On-site +1
$118K - $171K/yr
Teach and counsel patients and families in HBPC care, overall medical conditions, initiate the plan ... Minimum of 2 years of clinical practice as a Nurse Practitioner, preferably in home-based primary ...
Nurse Practitioner - Home Based Primary Care
Union Grove, WI · On-site +1
$118K - $171K/yr
Teach and counsel patients and families in HBPC care, overall medical conditions, initiate the plan ... Minimum of 2 years of clinical practice as a Nurse Practitioner, preferably in home-based primary ...
The Medical Director Home Based Primary Care will provide direct patient care in the Veterans' homes, which includes assessments, diagnosis, treatment, and outcome measures of healthcare problems.
The Medical Director Home Based Primary Care will provide direct patient care in the Veterans' homes, which includes assessments, diagnosis, treatment, and outcome measures of healthcare problems.
Physician Medical Director Home Based Primary Care (Visiting Veterans in their Homes)
$275K - $335K/yr
The Medical Director Home Based Primary Care will provide direct patient care in the Veterans' homes, which includes assessments, diagnosis, treatment, and outcome measures of healthcare problems.
Physician Medical Director Home Based Primary Care (Visiting Veterans in their Homes)
$275K - $335K/yr
The Medical Director Home Based Primary Care will provide direct patient care in the Veterans' homes, which includes assessments, diagnosis, treatment, and outcome measures of healthcare problems.
Home Based Medical Data Annotation information
What are some common challenges faced by professionals working in home-based medical data annotation, and how can they be managed?
What are the key skills and qualifications needed to thrive as a Home Based Medical Data Annotation Specialist, and why are they important?
What is the difference between Home Based Medical Data Annotation vs Home Based Medical Transcription?
| Aspect | Home Based Medical Data Annotation | Home Based Medical Transcription |
|---|---|---|
| Required Credentials | Basic medical knowledge, attention to detail | Medical terminology, transcription skills, sometimes certification |
| Work Environment | Remote, computer-based | Remote, computer-based |
| Industry Usage | AI training, data labeling for healthcare AI models | Converting audio to written reports for medical records |
| Common Search/Comparison | Yes | Yes |
Home Based Medical Data Annotation involves labeling medical images and data to train AI systems, requiring attention to detail and basic medical knowledge. In contrast, Home Based Medical Transcription focuses on converting audio recordings into written medical reports, often needing transcription skills and familiarity with medical terminology. Both roles are remote and industry-specific, but they serve different purposes within healthcare technology and documentation.
What is home based medical data annotation?

GE HealthCare rating
8.4
Based on 137 frontline employees who took The Breakroom Quiz
99th of 487 rated machine equipment manufacturers
Job description
GE HealthCare is a leader in healthcare innovation, and they are seeking a Data Manager for their AI Development team. This role is responsible for planning, coordinating, tracking, and governing data used to develop AI-enabled medical device features, working closely with AI/ML engineers and various stakeholders to ensure data readiness and compliance throughout the development lifecycle.
Responsibilities:
• AI Data Planning & Requirements
• Partner with AI/ML engineers and technical leads to define data requirements for AI features, including dataset scope, diversity, and usage intent.
• Translate feature and model needs into clear data requirements that guide collection, annotation, and preparation activities.
• Support creation and maintenance of AI data planning artifacts aligned with internal Quality Management System (QMS) requirements.
• Data Collection Coordination
• Coordinate with centralized and distributed data collection teams to support AI development needs.
• Track data sourcing activities across multiple programs and stakeholders.
• Maintain data collection dashboards that provide visibility into status, coverage, risks, and gaps.
• Track data collection and annotation budget.
• Annotation & Labeling Oversight
• Coordinate data annotation activities with internal teams and external vendors.
• Track annotation progress, throughput, and quality metrics.
• Maintain annotation dashboards to ensure timely delivery aligned with AI development milestones.
• Data Governance & Compliance Support
• Support execution of AI data management practices including:
• Data control planning
• Data segregation between training, holdout, and testing datasets
• Data preparation and inclusion criteria
• Data traceability and usage documentation
• Ensure datasets are properly documented and traceable to their original sources to support audits and regulatory submissions.
• Act as a point of coordination to ensure data activities align with applicable QMS work instructions for AI development.
• Program Tracking & Communication
• Serve as the central coordination point for AI data activities across engineering, data operations, and program teams.
• Proactively communicate status, risks, and dependencies to stakeholders.
• Support planning reviews, design reviews, and readiness discussions with accurate data status reporting.
Qualifications:
Required:
• Bachelor’s degree in Engineering, Computer Science, Data Science, Biomedical Engineering, or a related technical discipline with 4 years of experience.
• Experience in data management, data operations, or program coordination roles supporting technical or engineering teams.
• Demonstrated ability to plan, track, and coordinate complex workflows across multiple stakeholders.
• Strong written and verbal communication skills, with the ability to translate technical needs into actionable plans.
• Experience creating and maintaining dashboards (eg. PowerBI, excel, smartsheet) trackers, or reports for operational visibility.
• Familiarity with structured data workflows(eg. SQL), including data collection, annotation, and dataset organization(eg. Python).
• Ability to work effectively in cross‑functional teams within a regulated or quality‑driven environment.
Preferred:
• Experience supporting AI / machine learning development teams, particularly in healthcare or medical devices.
• Familiarity with AI data lifecycle concepts, including training, validation, and testing datasets.
• Knowledge of medical imaging data formats and annotation tools (e.g., V7).
• Exposure to regulated development environments (medical devices, healthcare software, or similar).
• Understanding of data governance concepts such as data traceability, segregation, and controlled usage.
• Experience coordinating external vendors or annotation partners.
• Comfort working with ambiguity and evolving requirements in early‑stage AI feature development.
• Experience with Microsoft Forms
Company:
GE Healthcare provides a wide range of medical technologies and services to healthcare providers and researchers. It is a sub-organization of General Electric. Founded in 1892, the company is headquartered in Chicago, USA, with a team of 10001+ employees. The company is currently Late Stage.
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