Banks Pay 13% More, Healthcare 17%. Only 61 US Engineers Tag FHIR

If you hire engineers for a payer, a health IT vendor or a bank, you can now outbid tech companies: Randstad reports that healthcare and life sciences firms pay software engineers up to 17% more than tech does, and banks pay a median 13% more. The hard part is finding the right ones, because very few engineers list regulated-domain skills at all, and a Big Tech logo filter can't separate the few who have that experience from the colleagues who don't.

The supply is there. In the same week as the report, Amazon Devices, Dropbox, Intel Folsom and Comcast announced new cuts. This piece shows where engineers with healthcare and compliance experience actually show up, using counts from Refolk's index, and how tech-side recruiters can tell which of their own targets a hospital or bank is about to hire away.

What the Randstad tech talent report 2026 actually says

Non-tech employers now outbid tech companies for software engineers. Healthcare and life sciences pay up to 17% more, banks pay a median 13% more, and 55% of non-tech organizations are hiring people cut by tech companies.

Randstad surveyed 1,100 senior business and technology leaders in 11 markets in the first half of August 2026, and drew on more than 20 million job ads and about 100 million candidate profiles. CNBC and Quartz both covered the results.

The US number is the one to watch. Seventy percent of US non-tech organizations are taking in tech talent, 15 points above the global figure. Randstad also found that banking, financial services and healthcare pull in up to three times more tech professionals for digital roles than pure-play IT firms win back.

Randstad CEO Sander van 't Noordende told CNBC that the hiring "wave is shifting towards businesses looking to find the benefits of AI."

Two caveats before you quote the report in an offer conversation:

• 17% is a ceiling. The report says "up to," so it isn't a typical premium.
• The premium isn't split by role. None of the coverage says how much of the 13 to 17% comes from AI roles in particular.

There's plenty of supply. TrueUp counts 674 tech layoffs affecting 197,640 people so far in 2026. This week alone, Amazon cut about 250 devices jobs, mostly in software development. Dropbox is cutting 200 people (9%), and Intel is cutting 67 at Folsom. Comcast flagged a Q4 restructuring charge of more than $1B but gave no details on the size of the cuts.

The FHIR pool is really the HL7 pool

In Refolk's index of professional profiles, 444 US software engineers tag HL7 as a skill and only 61 tag FHIR. That's about 7.3 to 1. If your FHIR developer sourcing ignores HL7, you're searching less than a seventh of the people who can do the work.

Two definitions:

• HL7 v2 is the older interface messaging standard from HL7, the body behind healthcare data exchange.
• FHIR is HL7's newer, API-based standard, and it's the one CMS-0057-F now requires.

61

All counts below use the same four title filters (Software, Senior, Staff and Backend engineer titles), US only. They come from skills people listed themselves, so read them as minimums rather than the size of the market.

Here's why HL7 belongs in every FHIR search. An engineer who has maintained HL7 v2 interfaces already understands clinical data models, which is the hard part. FHIR changes the transport and the resource format. It doesn't change the domain. Of everyone you could hire, these engineers are the cheapest to retrain.

The FHIR sample has some surprises. Among the top 25 profiles, the most common current employers are Meta (2), Microsoft (2) and the US Department of Veterans Affairs (2), followed by Netsmart, Walmart, Intuit and Starbucks. The VA cluster is worth a separate search, since federal health IT engineers won't show up when you filter for tech companies. Senior Software Engineer is the most common title, at 16 of 25.

Why January 1, 2027 sets the hiring clock

Under CMS-0057-F, four FHIR-based APIs must be live by January 1, 2027, about nine weeks after Randstad's report, and it's the deadline most payers are still building toward. Randstad doesn't cite it as a reason for the healthcare premium, but it's a plausible explanation for why healthcare can pay up to 17% more right now.

The Prior Authorization API is built on three HL7 FHIR Da Vinci implementation guides:

1. PAS
2. CRD
3. DTR

These three acronyms are about as specific as a search term gets in this field. An engineer who mentions PAS, CRD or DTR in a profile or commit history has worked on exactly the problem payers are paying to solve.

The problem is how long searching takes. If you search only for "FHIR," you see 61 people nationally, and some of them currently work at Meta and Microsoft. By the time a cold search, a few rounds of outreach and an agency shortlist produce someone, the deadline has passed. Paying a contingency fee on a hire who starts in February solves nothing.

If you're hiring software engineers for healthcare on this timeline, don't make "FHIR" a required filter. Make HL7 v2, Da Vinci experience or a health IT past employer count just as much, and use FHIR only to rank the results.

Banks: the AML tag is nearly empty, so search past employers

Only 20 US software engineers in Refolk's index tag Anti Money Laundering. If you're recruiting laid-off tech workers for a bank, you have to search by past employer and compliance vocabulary, because skill tags won't find them.

This is the trap. A keyword filter on "AML" returns 20 people, and a hiring manager concludes there's a talent shortage. There isn't. The data is missing: the tag is self-reported, so 20 is a floor, not the market.

20

Those 20 profiles still show where to look. Their current employers fall into three groups:

• AML and fraud vendors: NICE Actimize. Its alumni list is a bank sourcing list you don't have to build.
• Fintechs and banks: Affirm, Chime, Robinhood, Capital One, Wells Fargo.
• Consumer tech and adtech: Roblox, Disney Streaming, Criteo.

The third group is the one most people miss. Roblox, Disney Streaming and Criteo aren't banks, but platforms that handle payments, creator payouts or ad fraud end up building compliance tooling. So a layoff at a consumer tech company can produce engineers who are ready for bank work, as long as you can tell which of them worked on the money side. Five of the 20 are in the SF Bay Area.

You can't build that search with a single tag, and that's what Refolk is built for. You describe the person in plain English, with the past employers, the compliance terms and the location, and you get back a ranked shortlist.

Signals to search in profiles, repos and past employers

The most reliable signals are specific standards, implementation guides and employers. Broad terms like "healthcare" or "fintech" are far weaker. Search all three surfaces, because each one catches people the others miss.

Healthcare signals

• Standards: FHIR, HL7, HL7 v2, Da Vinci, PAS, CRD, DTR
• Workflows: prior authorization
• Past employers: Netsmart, athenahealth, HealthLevel, the US Department of Veterans Affairs
• Communities: contributors to the HL7 Da Vinci Project and GitHub repos that implement its guides

Banking and payments signals

• Compliance: AML, KYC, sanctions screening, PCI
• Past employers: NICE Actimize, Chime, Affirm, Robinhood, Capital One, Wells Fargo
• Adjacent employers: platforms with payouts or ad fraud teams, such as Roblox, Disney Streaming and Criteo

Repos are often the strongest evidence. A profile says what someone claims. A commit to a FHIR server or a Da Vinci implementation shows what they actually built. A candidate whose profile says "Senior Software Engineer, Microsoft" but whose repos say "FHIR" is exactly the person a logo filter misclassifies.

For tech-side recruiters: who is about to be outbid

If a Big Tech engineer has a FHIR or HL7 tag, treat it as a flight-risk signal, because those are the people Randstad's healthcare premium is aimed at. In Refolk's index, about a third of the sampled HL7 engineers work at Microsoft or Google, and Meta and Microsoft lead the FHIR sample.

The same logic applies in reverse. Signals that help a payer find candidates show a tech recruiter which of their targets a payer is about to approach. An engineer at Microsoft with HL7 on their profile can now get an offer that pays up to 17% more.

A FHIR tag on a Big Tech profile isn't a curiosity. It's the line a payer's recruiter is searching for this week.

What to do about it:

1. Find the regulated-domain engineers in your own pipeline. Search your target list for FHIR, HL7, AML, KYC and PCI before a payer or a bank does.
2. Move them faster. A payer working to a January 1 deadline will move quickly, so a slow loop will cost you.
3. Sell scope, not only pay. Matching a median 13% premium is expensive. A bigger role in system architecture or AI work may close the gap.
4. Watch the adjacent teams. Payments, payouts and ad fraud engineers at consumer tech companies are on banks' lists too.

Michael Morris of Randstad Digital says the challenge is finding people who can turn AI investment into business results, especially in system architecture and AI orchestration. An engineer who has both that skill set and regulated-domain experience is the most contested hire in this market, and tech companies are no longer the default bidder.

FAQ

Which non-tech companies are hiring tech talent from layoffs?

According to Randstad's 2026 report, banking, financial services, and healthcare and life sciences are leading. Healthcare pays software engineers up to 17% more than tech companies, and banks pay a median 13% more. Worldwide, 55% of non-tech organizations are hiring from tech layoffs, and in the US the figure is 70%.

Should I search for FHIR or HL7 when hiring software engineers for healthcare?

Search for both, and make HL7 count as much as FHIR. In Refolk's index, 444 US software engineers tag HL7 against 61 who tag FHIR. HL7 v2 interface engineers already understand clinical data models and are the cheapest to retrain for FHIR. Add the Da Vinci guide names (PAS, CRD, DTR) if you're hiring for prior authorization work.

How do banks find engineers with AML experience if almost nobody lists it?

Search by past employer and compliance vocabulary, not by skill tag. Only 20 US software engineers in Refolk's index tag AML, but their employers point to useful pools: NICE Actimize, fintechs like Chime, Affirm and Robinhood, and consumer platforms like Roblox and Disney Streaming that build fraud and payout tooling. Add KYC, sanctions screening and PCI to profile and repo searches.

Is 17% the typical healthcare premium for engineers?

No. Randstad describes 17% as the most healthcare and life sciences firms pay ("up to"), not a median. The banking figure of 13% is reported as a median. The coverage also doesn't break out how much of either premium comes from AI roles, so use these figures as a market signal, not as a benchmark for a specific offer.