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Data Abstraction Jobs in Raleigh, NC (NOW HIRING)

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Data Abstraction information

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How much do data abstraction jobs pay per hour?

As of Aug 13, 2026, the average hourly pay for data abstraction in Raleigh, NC is $24.62, according to ZipRecruiter salary data. Most workers in this role earn between $17.98 and $31.06 per hour, depending on experience, location, and employer.

What do data abstractors do?

Data abstractors collect, review, and summarize information from medical records, documents, or databases to create concise, standardized summaries. They often use specialized software and must ensure accuracy and confidentiality in their work, which is essential for healthcare, research, or administrative purposes.

What is the difference between Data Abstraction vs Data Analyst?

AspectData AbstractionData Analyst
Required CredentialsTypically a degree in computer science, information systems, or related fieldsUsually a degree in statistics, mathematics, or related fields
Work EnvironmentSoftware development teams, IT departments, data management projectsBusiness intelligence teams, marketing, finance, and operations departments
Employer & Industry UsageTech companies, software firms, data management organizationsCorporations across various industries, consulting firms, market research

Data Abstraction focuses on simplifying complex data structures in software development, while Data Analysts interpret data to support business decisions. Both roles require analytical skills but serve different purposes within data management and analysis.

What are some common challenges faced by data abstraction professionals, and how can they be addressed?

Data abstraction professionals often encounter challenges such as ensuring the accuracy and consistency of extracted data, navigating incomplete or ambiguous source documents, and staying updated with changing data standards. To address these issues, it's important to develop strong attention to detail, establish clear data abstraction protocols, and participate in regular training sessions. Collaborating closely with quality assurance teams and leveraging technology, such as data abstraction software, can also help maintain high standards and efficiency in the role.

How to become a data abstractionist?

To become a data abstractionist, you typically need a bachelor's degree in computer science, information systems, or a related field. Developing skills in data modeling, database management, and programming languages like SQL or Python is essential, along with experience in data analysis and understanding of data structures. Certifications in data management or related areas can also enhance job prospects.

What is data abstraction?

Data abstraction is the process of simplifying complex data by extracting relevant information and presenting it in a more manageable form. In many industries, especially healthcare, data abstractors review records and summarize key details into databases for analysis and reporting. This helps organizations make informed decisions by focusing on essential data points without unnecessary details. Data abstraction improves efficiency, accuracy, and data organization.

What are the key skills and qualifications needed to thrive as a data abstractor?

To thrive as a Data Abstractor, you need strong analytical skills, attention to detail, and a background in health information management or a related field, often supported by a relevant certification such as RHIT or RHIA. Familiarity with electronic health records (EHR) systems, data abstraction software, and coding standards like ICD-10 and CPT is typically required. Excellent organizational abilities, problem-solving skills, and clear communication help individuals excel in reviewing and extracting precise data from complex documents. These skills are crucial for ensuring data accuracy, supporting healthcare quality initiatives, and enabling effective decision-making.
What are popular job titles related to Data Abstraction jobs in Raleigh, NC? For Data Abstraction jobs in Raleigh, NC, the most frequently searched job titles are:
What job categories do people searching Data Abstraction jobs in Raleigh, NC look for? The top searched job categories for Data Abstraction jobs in Raleigh, NC are:
Data Abstraction jobs near you
Infographic showing various Data Abstraction job openings in Raleigh, NC as of August 2026, with employment types broken down into 40% Full Time, and 60% Part Time. Highlights an 73% In-person, and 27% Remote job distribution, with an average salary of $51,216 per year, or $24.6 per hour.

Associate Software Engineer, Embedded Development

Relay

Raleigh, NC • On-site

$127K - $168K/yr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Re-posted 14 days ago

Job description

Associate Software Engineer, Embedded Development
Relay is the Intelligent System of Action for the physical economy. While the digital revolution has often left the deskless workforce behind, we are closing that gap by transforming analog frontline operations into a data-rich, AI-powered ecosystem. We aren't just selling radios, we're building the digital foundation for the 80% of the global workforce that doesn't work at a desk.
Why Join Relay?
  • A Proven Winner: Join a hyper-growth company trusted by over 10% of the Fortune 500, continuing to move upmarket with massive impact.
  • High Value, High Impact: With 47% of our revenue from $100K+ ARR customers and 135% Net Revenue Retention (NRR), you'll be joining a company rooted in value creation.
  • Market-Leading Innovation: The Relay platform captures 1 billion new data points weekly and features award-winning AI tools like TeamTranslate™, with 500% YoY growth.
  • World-Class Leadership: Our stellar leadership team is built to help us scale toward our next major milestones.
  • The Relay Culture: We're dedicated to helping you do the best work of your life (BWIML), investing in your growth through L.I.T., living our CHASE values, and learning from incredibly talented, supportive teammates who make the work (and the wins) better every day.

Now, here's what we're building, and where you come in.
About the Role/Team
We're looking for an Associate Software Engineer to join our Embedded Development team. This is a small, high-performance team within a fast-growing organization where you'll have real ownership and responsibility from day one. You'll ramp up quickly, work across a broad and interesting tech stack, and have a direct impact on hundreds of thousands of physical devices in the hands of frontline workers.
At the heart of our stack is Android/AOSP - our embedded devices run custom builds of the Android Open Source Project, and you'll work directly in that environment. Beyond AOSP, our hardware spans a range of embedded platforms including STM32, nRF52/53, and ESP32, giving you exposure across both Linux-based and traditional bare-metal embedded systems. The full stack also touches cellular communication, voice processing, and AI - making this one of the broader embedded roles you'll find at the associate level.
This is a great opportunity for someone early in their career who's genuinely excited about how hardware and software come together, and who wants to solve real problems for real people.
What You'll Do
  • Collaborate closely with device, QA, platform suppliers, external companies, and third-party contractors to identify and resolve hardware and software issues.
  • Debug issues across the Linux/Android stack - from userspace applications down to kernel interfaces, hardware abstraction layers, and device interactions.
  • Build and maintain tooling to isolate and reproduce common application issues, accelerating debugging across internal and external teams. This includes designing in-house embedded test harnesses that drive our products programmatically - test and verification is a core focus of this role, especially early on.
  • Work with a team to bring up new embedded products across our hardware platforms.
  • Improve the efficiency of test and development processes across the organization.
  • Write and execute black-box tests against both hardware and software systems.
  • Work across a wide range of technologies and programming languages as the product evolves.
What You'll Have
  • B.S. in Computer Science, Mathematics, Physics, or a related field.
  • Hands-on comfort with Linux - navigating the filesystem, managing processes, reading logs, and debugging system behavior at the command line.
  • A self-starter mindset with a genuine curiosity about how hardware and software systems work - and fail.
  • Strong organizational skills and the ability to manage your own workload with minimal oversight.
  • Clear, effective communication skills - including the ability to translate complex technical concepts for non-technical stakeholders - and a collaborative approach to working across teams.
Nice To Have
  • Experience with Android development or familiarity with AOSP (custom ROMs, the Android build system, or working with AOSP source are all great signals).
  • Hands-on experience with embedded platforms like STM32, nRF52/53, or ESP32 - professional or personal.
  • Linux experience in any context counts: running Linux as your daily driver, self-hosting servers, personal embedded projects, or tinkering with hardware like a Raspberry Pi all demonstrate the curiosity and comfort we're looking for.
  • Exposure to cellular technologies or mobile network protocols.
  • Familiarity with scripting languages (Python, Bash, or similar) for test automation.
  • Experience writing or executing test cases for embedded or hardware systems.
  • Prior work with version control or CI/CD tools (Git, Jenkins, etc.).

About Relay | Culture, Benefits & Perks
Our culture hinges on Relayers getting LIT up in an environment that fosters Learning, Impact, and Teamwork, where we CHASE the best work of our lives. We call this BWIML (Best Work In My Life).
At Relay, we offer:
  • 100% Paid Insurance: Health, Dental, Vision, Long/Short Term Disability, and Life Insurance for you and your dependents
  • Generous Paid Time Off
  • 401(k) Savings Plan + Company Match
  • Baby Cash Reward + Paid Parental Leave
  • Wellness Perks: If you're joining our Raleigh-based HQ, you'll have access to a world-class onsite fitness center with instructor-led classes, plus tennis, basketball, pickleball, and cycling
  • Team Events & Culture: From company celebrations to team outings, we work hard and have fun doing it.
  • Latest tech, standing desks, and all the tools and software you need to thrive

The future of frontline work is being built here. Come build it with us. We can't wait to hear from you.
The Relay Hybrid Work Model
At Relay, relationships are at the core of everything we do - and this translates to how we approach our customers and our work internally. Our relational approach is also at the heart of why we ask all Relayers in our hybrid model to work from the office a minimum of 3 days per week on Mondays, Wednesdays, and Fridays. If you are a leader at Relay, we ask that you are available to your teams and onsite fully in the office.
We use AI tools to transcribe and summarize interviews for internal hiring purposes. Transcripts are accessible only to authorized hiring personnel and retained consistent with our data retention policies. Candidates who prefer not to have AI notetaking used may request to opt out without impact to your candidacy. For more information, please see our Candidate and Employee Privacy Notice linked here.

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