Now booking working sessions: bring the problem, leave with a plan. Book one

Home  /  Insights

Insights

What to look for in developers for healthcare projects

What to look for in developers for healthcare projects: HL7 and FHIR skills, privacy habits, integration experience, and how to test for judgment in interviews.
Last updated October 28, 2026
Computer screen showing lines of source code

The short answer

Developers for healthcare projects need the usual technical skills plus a working understanding of protected health information, access control, audit logging and healthcare data standards such as HL7 and FHIR. Look for people who design for privacy from the start, have shipped integrations with clinical or billing systems, and can explain trade-offs to non-technical stakeholders.

Key takeaways

  • Healthcare software work is mostly integration work. Prioritize developers who have connected messy systems.
  • Privacy and security habits matter as much as framework experience.
  • Familiarity with HL7, FHIR and common EHR and billing data saves weeks of ramp-up.
  • Test for judgment with real scenarios, not just coding exercises.
  • Match the engagement model to the work: contract, contract-to-hire or a managed team.

Hiring developers is hard. Hiring developers for healthcare projects adds a second layer: the code has to work, and it has to handle sensitive patient data correctly in an environment full of older systems, strict rules and busy clinical staff.

A strong generalist can learn the domain, but the learning curve is real and mistakes are expensive. Here is what to look for, and how to test for it, whether you are hiring full time or bringing in contract help.

Why are healthcare software projects different?

Three things set them apart:

  • Protected health information. In the US, HIPAA rules govern how patient information is used, stored and shared. Developers need to know what counts as protected data and how to keep it out of logs, test environments and email.
  • Integration-heavy work. Most projects connect an EHR, practice management, billing, scheduling, labs or payers. The hard part is rarely the new app. It is getting data in and out of existing systems reliably.
  • High cost of errors. A bug that sends the wrong record to the wrong place is not just a defect. It can be a privacy incident or a patient safety issue.

What technical skills should healthcare developers have?

Skill Why it matters How to check
HL7 v2 and FHIR Most clinical data exchange still uses HL7 v2 messages, and FHIR APIs are increasingly common Ask them to walk through an integration they built and how they handled bad or missing data
Integration and APIs Projects live or die on reliable data movement between systems Ask about retries, error queues and how they monitored integrations in production
Security by design Access control, encryption and audit logging must be built in from the start Ask how they would design role-based access for a multi-location provider
Data modeling Patients, encounters, providers and payers have messy, many-to-many relationships Give them a small data model to critique
Testing with safe data Real patient data should not end up in development environments Ask how they create realistic test data without using real records

Not every developer needs every skill. An integration engineer and a front-end developer will have different profiles. What matters is that the team as a whole covers them.

What non-technical traits matter most?

In healthcare, judgment and communication are as important as code.

  • Privacy instincts. They notice when a design would expose more data than needed, and they raise it without being asked.
  • Comfort with ambiguity. Clinical and billing workflows vary by location and specialty. Good developers ask questions before assuming.
  • Plain-language communication. They can explain a trade-off to a practice manager or compliance lead, not just to other engineers.
  • Documentation habits. Healthcare systems outlive the people who built them. Clear documentation is part of the job.

Need healthcare-ready developers without a long search? We will scope the skills your project needs and how to staff it. Book a working session ›

How do you evaluate healthcare developers?

Standard coding tests tell you little about how someone will handle sensitive data or a messy interface. Use scenarios from your own environment instead.

  1. Walk through a past integration. Ask what broke, how they found out and what they changed.
  2. Give a privacy scenario. For example: a support ticket needs a screenshot of a patient record. What do they do?
  3. Review a small design. Share a simplified data model or API and ask what they would change and why.
  4. Check references on judgment. Ask former managers how the person handled a mistake or a deadline conflict.

If you do not have a senior technical lead to run these interviews, consider bringing in help for the evaluation itself, not just the delivery.

Should you hire full time or use contract developers?

It depends on how long the work lasts and how much healthcare knowledge you need to keep in-house.

  • Contract developers fit defined projects such as a new integration, a portal or a data migration, where you need specific skills quickly.
  • Contract-to-hire lets you test fit on real work before making a permanent offer.
  • A managed team fits when you need a mix of skills, such as integration, data and front-end, and someone accountable for delivery.

The right technology staffing partner should scale to the work, ramping up for a build and down once it is stable. Our technology staffing for healthcare page covers how that works. If the project is a defined build, it may fit better as a custom software engagement with a clear scope.

What should be in place before developers start?

  • A signed business associate agreement where one is required
  • Access provisioned on least-privilege terms, with an offboarding plan
  • A test environment with de-identified or synthetic data
  • A named internal owner who can answer workflow and compliance questions

Getting these ready in advance can save the first few weeks of any engagement. Our approach includes setting them up before work begins.

Frequently asked questions

Do healthcare developers need HIPAA training?

Anyone who may handle protected health information should understand HIPAA basics: what counts as protected data, minimum necessary access and how to avoid exposing it in logs, test data or communications. Many organizations require formal training before granting system access.

What is the difference between HL7 and FHIR?

HL7 v2 is an older messaging standard still widely used to move clinical data between systems. FHIR is a newer standard built around modern web APIs and resources such as patients and encounters. Many healthcare projects need developers who can work with both.

Can a generalist developer work on healthcare projects?

Yes, with support. A strong generalist can learn healthcare data standards and privacy practices, but the ramp-up takes time. Pair them with someone experienced in healthcare integrations, and provide clear guidance on handling protected data from day one.

Is a business associate agreement needed for contract developers?

Often, yes. If a contractor or their firm will create, receive, maintain or transmit protected health information for a covered entity, a business associate agreement is typically required. Check with your compliance or legal team before granting access.

How do you test healthcare software without real patient data?

Use de-identified or synthetic data that mirrors the structure and edge cases of real records. Synthetic data generators and carefully de-identified extracts let developers test integrations and workflows without exposing actual patient information in development environments.

Picture of Josh Coppock

Josh Coppock

Josh Coppock is VP of Marketing & Business Development at TAKKEL, with deep experience in utility and line construction operations, multi-company growth strategy and digital systems.

Working sessions

Bring the problem. Leave with a plan.

45 minutes with the operators who would actually do the work. We dig into what’s stuck, rough out what it’s costing you, and map the first move. No pitch deck.

  1. 1Tell us what you want to work on
  2. 2Add a few details about your business
  3. 3Pick a time that works for you

Rather talk now? 563.321.2430

Book a working sessionTakes about a minute

More insights