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Remote Medical Data Annotation information

What is remote medical data annotation?

Remote medical data annotation involves labeling or tagging medical data—such as images, text, or audio—using specialized software, all while working from a location outside of a traditional office or lab. Annotators help create high-quality datasets that are essential for training machine learning models used in medical research and diagnostics. This work can include identifying areas of interest on medical scans, categorizing patient records, or transcribing audio notes. Remote annotation roles require attention to detail, a basic understanding of medical terminology, and adherence to privacy regulations like HIPAA. The position is vital for advancing artificial intelligence in healthcare.

What are the key skills and qualifications needed to thrive as a remote medical data annotation specialist?

To excel as a Remote Medical Data Annotation Specialist, you need a background in medical terminology, attention to detail, and familiarity with healthcare data formats, often supported by a degree or certification in a health-related field. Proficiency with annotation tools, electronic health record (EHR) systems, and data management platforms is typically required. Strong communication, time management, and analytical thinking are essential soft skills for accurate labeling and collaboration with remote teams. These competencies ensure that annotated data is reliable and precise, which is crucial for developing effective medical AI systems and supporting clinical research.

What are some common challenges faced by remote medical data annotation specialists, and how can they be overcome?

Remote medical data annotation specialists often encounter challenges such as maintaining data accuracy, understanding complex medical terminology, and managing communication with clinical teams. To overcome these, it's important to stay up-to-date with medical guidelines, participate in regular training sessions, and use collaboration tools to clarify medical ambiguities with colleagues or supervisors. Additionally, creating a structured daily workflow and setting up a distraction-free workspace can help maintain focus and accuracy when working with sensitive healthcare data.

What is the difference between Remote Medical Data Annotation vs Remote Medical Transcription?

AspectRemote Medical Data AnnotationRemote Medical Transcription
CredentialsBasic medical knowledge, attention to detailMedical terminology knowledge, typing skills
Work EnvironmentRemote, computer-basedRemote, computer-based
Industry UsageAI training, healthcare data labelingMedical record documentation
Common Search IntentData annotation, AI training jobsTranscription, medical record jobs

Both roles are remote and involve healthcare data, but Medical Data Annotation focuses on labeling data for AI models, while Medical Transcription involves converting audio recordings into written reports. Understanding these differences helps job seekers find the right fit in the healthcare data industry.

What are popular job titles related to Remote Medical Data Annotation jobs in Hartford, CT?

For Remote Medical Data Annotation jobs in Hartford, CT, the most frequently searched job titles are:

What job categories do people searching Remote Medical Data Annotation jobs in Hartford, CT look for?

The top searched job categories for Remote Medical Data Annotation jobs in Hartford, CT are:

What cities near Hartford, CT are hiring for Remote Medical Data Annotation jobs?

Cities near Hartford, CT with the most Remote Medical Data Annotation job openings:

Remote Medical Data Annotation jobs near you

Manager, Data Architect (Remote)

Raytheon Technologies

Farmington, CT • On-site, Remote

$67.50 - $87/hr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Re-posted 2 days ago

RTX rating

8.2

Company rating: 8.2 out of 10

Based on 86 frontline employees who took The Breakroom Quiz

38th of 72 rated aerospace companies

Job description

Date Posted:
2026-08-20
Country:
United States of America
Location:
US-CT-FARMINGTON-0004 ~ 4 Farm Springs Rd ~ 4 FARM SPRINGS
Position Role Type:
Remote
U.S. Citizen, U.S. Person, or Immigration Status Requirements:
U.S. citizenship is required, as only U.S. citizens are authorized to access information under this program/contract.
Security Clearance Type:
None/Not Required
Security Clearance Status:
Not Required
At RTX, the world's largest aerospace and defense company, 185,000 great minds are united by purpose and inspired to make a difference solving the world's most complex problems. With our three market leading businesses, world-class operations and investments in research and development, we offer capabilities and opportunity no one else can. Together, we push the boundaries of known science and find new ways to connect and protect our world. Join us and help shape the future of aerospace and defense.
RTX is seeking a skilled and experienced Manager, Workforce Intelligence (Data Architect) to join our team.
What You Will Do:
  • Design and maintain scalable HR data architecture in Snowflake, including databases, schemas, data models and semantic views.
  • Build and optimize ETL/ELT pipelines using Matillion and Snowflake to support reporting, analytics and operational needs.
  • Define and enforce data governance, data quality, consistency, lineage, naming standards and compliance with regulatory requirements for HR data.
  • Develop and maintain data controls to ensure the integrity and reliability of data across systems and workflows.
  • Implement and manage security policies for user views and semantic layers, including role-based access and data protection.
  • Manage SQL Server environments used for metadata management, including performance tuning and reliability.
  • Establish DevOps practices (version control, deployment automation, environment promotion) for schemas, pipelines and data models.
  • Partner with Product and Delivery, BU Consultants and BI development teams to translate requirements into scalable, governed data solutions.
  • Provide consultation and guidance on data architecture, integration and analytics capabilities.
  • Create and maintain comprehensive documentation for data architecture designs, processes, governance policies, and integrations.
  • Support AI-ready and agentic use cases by organizing trusted semantics, metadata and reusable data products.

Qualifications You Must Have:
  • Typically requires: A University Degree or equivalent experience and minimum 8 years prior relevant experience, or an Advanced Degree in a related field and minimum 5 years experience
  • 7+ years of experience in data architecture or data engineering.
  • Strong hands-on experience with Snowflake (design, modeling, performance) and cloud data services.
  • Experience building API Integration, ETL/ELT pipelines.
  • Strong SQL Server skills (design, indexing, performance tuning).
  • Proven experience with data governance, metadata management and data security.
  • Experience with version control (e.g., Git) and automated deployment for data assets.
  • Strong communication and stakeholder collaboration skills.

Qualifications We Prefer
  • Excellent communication and coordination skills to work effectively with technical and non-technical stakeholders.
  • Certification in Snowflake or relevant cloud data services.
  • Scripting skills (e.g., Python, Shell) for automation.
  • Familiarity with API integrations and microservices architecture.
  • Knowledge of cloud platforms (Preferably Azure).
  • Experience with HR systems such as Workday

Please ensure the role type defined below is appropriate for your needs before applying to this role. This position is classified as:
Remote: Employees who are working in Remote roles will work primarily offsite (from home). If you live within a reasonable commute of an RTX site with other colleagues you interact with, your manager will discuss whether there is a degree of onsite presence associated with this role.
As part of our commitment to maintaining a secure hiring process, candidates may be asked to attend select steps of the interview process in-person at one of our office locations, regardless of whether the role is designated as on-site, hybrid or remote.
The salary range for this role is 107,500 USD - 204,500 USD. The salary range provided is a good faith estimate representative of all experience levels. RTX considers several factors when extending an offer, including but not limited to, the role, function and associated responsibilities, a candidate's work experience, location, education/training, and key skills.
Hired applicants may be eligible for benefits, including but not limited to, medical, dental, vision, life insurance, short-term disability, long-term disability, 401(k) match, flexible spending accounts, flexible work schedules, employee assistance program, Employee Scholar Program, parental leave, paid time off, and holidays. Specific benefits are dependent upon the specific business unit as well as whether or not the position is covered by a collective-bargaining agreement.
Hired applicants may be eligible for annual short-term and/or long-term incentive compensation programs depending on the level of the position and whether or not it is covered by a collective-bargaining agreement. Payments under these annual programs are not guaranteed and are dependent upon a variety of factors including, but not limited to, individual performance, business unit performance, and/or the company's performance.
This role is a U.S.-based role. If the successful candidate resides in a U.S. territory, the appropriate pay structure and benefits will apply.
RTX anticipates the application window closing approximately 40 days from the date the notice was posted. However, factors such as candidate flow and business necessity may require RTX to shorten or extend the application window.
RTX is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability or veteran status, or any other applicable state or federal protected class. RTX provides affirmative action in employment for qualified Individuals with a Disability and Protected Veterans in compliance with Section 503 of the Rehabilitation Act and the Vietnam Era Veterans' Readjustment Assistance Act.
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About RTX

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Industry

Guided missile and space vehicle manufacturing, it services, aerospace product and parts manufacturing and engineering professional services

Company size

10,000+ Employees

Headquarters location

Waltham, MA, US

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