A production system does not care how impressive a CV looks.
When an application goes down, someone has to know what happened. When a deployment fails five minutes before a major release, someone has to decide whether to roll it back. When cloud costs suddenly climb, someone needs to work out whether the problem is the infrastructure, the application or a decision made weeks earlier.
That is the person companies are really looking for when they say they need a DevOps engineer.
Yet recruitment often starts somewhere completely different. The vacancy is filled with AWS, Kubernetes, Docker, Terraform, Jenkins, Linux and CI/CD. Candidates are then compared by how many of those technologies appear on their CVs. A person with eight matching keywords can look like a stronger candidate than someone with five.
Then the interview starts, and the difference becomes obvious.
One candidate can tell you what Kubernetes does. Another can tell you about the production environment they inherited, the deployment that went wrong, how they traced the problem and what they changed afterwards so the team would not have the same incident again.
Those are two very different levels of experience.
And this is becoming a bigger issue as the DevOps toolkit itself becomes more widespread. Stack Overflow’s 2025 Developer Survey found Docker had reached 71% usage among respondents in its cloud-development and infrastructure category, while AWS stood at 43.3%, Kubernetes at 28.5% and Terraform at 17.8%.
So companies hiring in 2026 have a slightly awkward problem: the list of tools can tell you who has been around the technology, but it cannot necessarily tell you who can be trusted with the system.
That is where a good DevOps recruitment process has to go deeper.
How to Recruit DevOps Engineers: Start With the System, Not the Software
Before searching for a candidate, the company needs to understand what it is actually asking that person to fix, build or operate.
Maybe the engineering team has grown from five developers to thirty and deployments have become increasingly difficult to manage. Maybe the company has moved into the cloud without properly rebuilding its infrastructure. Perhaps production incidents are becoming more frequent, cloud spending is difficult to control, or developers are spending too much time dealing with infrastructure instead of building the product.
All of those situations can produce a vacancy called “DevOps Engineer.”
They do not require exactly the same person.
A company with an established platform team might need someone to improve Kubernetes operations and reliability. A smaller company making its first DevOps hire might need someone to establish CI/CD, monitoring, access controls and infrastructure as code almost from scratch.
The first recruitment decision, therefore, is not which job board to use.
It is deciding what the engineer will actually own.
The Technology List Is Becoming Less Useful
There was a time when seeing AWS, Docker and Kubernetes on a CV could tell a recruiter quite a lot.
That signal has weakened.
Cloud infrastructure has become part of mainstream software development. Stack Overflow’s latest completed survey describes Docker as having moved from a popular tool toward a near-universal one, recording a 17-point increase in reported usage between 2024 and 2025.
That does not make Docker less important.
It makes Docker experience less distinctive.
The same principle applies to other technologies. A candidate can have used Terraform without having designed a sensible infrastructure-as-code strategy. Someone can have worked with Kubernetes without understanding why a particular workload belongs in Kubernetes. Someone can list AWS services without having been responsible for a production environment.
The recruitment process has to get underneath the tool.
Ask what they built.
Ask what they inherited.
Ask what broke.
Ask what they changed.
And, perhaps most importantly, ask what they would do differently now.
Also read: When Should You Outsource IT Recruitment in Europe?
The Best Evidence Often Comes From Something That Went Wrong
There is a useful moment in a DevOps interview that happens when the conversation stops being theoretical.
Instead of asking, “How would you handle a production incident?”, ask the candidate to tell you about one they actually handled.
Maybe a deployment caused an outage. Maybe a certificate expired. Maybe an application suddenly became slow. Maybe somebody changed a production configuration and the consequences were not discovered immediately.
Then let them walk through it.
The strongest answers tend to contain a sequence of decisions rather than a list of commands. The candidate explains what they noticed first, what information they needed, what they ruled out, how they communicated with the team and what happened after the immediate problem was solved.
That final part matters.
A DevOps engineer who restores a service deserves credit. A DevOps engineer who then asks why the organisation was vulnerable to that failure in the first place is showing a different level of operational thinking.
The company is not simply hiring somebody to put fires out.
It is hiring somebody who should help reduce the number of fires.
Give Candidates a Production Problem
This is where technical assessments can become much more useful.
Instead of asking candidates to recite Kubernetes commands or write a Terraform configuration from memory, give them a situation that resembles the environment they would actually be joining.
A deployment has completed successfully. Five minutes later, users report that the application is slow. CPU usage looks normal. The database is responding. Application logs contain errors. The engineering team wants to know whether to roll back.
What does the candidate do?
There does not have to be one perfect answer.
What matters is how they investigate.
Do they ask what changed? Do they look at monitoring data? Do they examine logs and traces? Do they consider whether the problem is affecting every user or a particular region? Do they investigate dependencies? Do they think about rollback before making additional changes?
You are watching the candidate reason through uncertainty.
That is much closer to the actual work of DevOps than remembering the syntax of a command.
Test Infrastructure as Code Without Turning It Into a Terraform Exam
Terraform is important. But knowing Terraform syntax is not the same thing as understanding infrastructure as code.
A candidate should be able to explain how infrastructure changes are reviewed, how environments are managed, how state is handled and how accidental changes to production are prevented.
They should understand what belongs in code and what does not.
They should also be able to explain what happens when several engineers are making changes to the same infrastructure.
These questions reveal whether the candidate understands the operating model behind the technology.
That is useful when hiring internationally too. A good engineer may have worked primarily with a different infrastructure tool from the one your company uses. If they understand the underlying principles, learning the specific tooling may be considerably easier than teaching someone with the right keywords how to think operationally.
AI Has Changed the Assessment
The recruitment process also has to account for the fact that engineers now have another tool sitting beside them.
AI can generate scripts, configurations and explanations. Stack Overflow’s 2025 survey found that 84% of developers were using or planning to use AI tools in their development process, while 46% said they did not trust the accuracy of AI output.
For DevOps, that gap between generation and trust is particularly important.
A configuration can look perfectly reasonable and still introduce an access problem, an availability problem or an unexpectedly expensive cloud architecture.
That means companies should become less interested in whether a candidate can produce a configuration entirely from memory and more interested in whether they can inspect one critically.
Give them a configuration.
Put a few questionable decisions inside it.
Ask what they would investigate before allowing it anywhere near production.
The candidate’s ability to find the problem may tell you more than their ability to generate the configuration in the first place.
Then Find Out How They Deal With Developers
DevOps rarely operates in isolation.
A developer wants to release a feature. Security wants another control. Finance is asking about cloud spending. Product wants the release today. The DevOps engineer is looking at the system and thinking about what could go wrong.
That tension is normal.
The recruitment question is whether the candidate can work inside it.
Ask about a disagreement with a development team. Ask what happened when someone wanted to deploy something they considered risky. Ask how they explained the risk and what solution they eventually reached.
You are not looking for someone who always says no.
You are looking for someone who can say, “Here is the risk, here is the evidence, and here is a safer way we can still get this done.”
Technical authority becomes far more useful when other people can actually work with it.
Stop Searching Only for “DevOps Engineers”
The title itself can make the search unnecessarily narrow.
Depending on the organisation, the person you need might currently be called a Site Reliability Engineer, Platform Engineer, Cloud Engineer, Infrastructure Engineer or Systems Engineer.
The responsibilities can overlap considerably even when the job titles do not.
That becomes particularly important when recruiting across European markets. A company searching only for people with “DevOps Engineer” in their current job title can miss engineers who have been performing the required work under another name.
Search for the capabilities.
Then examine the title.
Also read: Where Can You Find the Best Developers?
Europe Makes the Search Wider, But the Competition Wider Too
The geographical search can also change.
The European Commission’s 2026 Digital Decade reporting says ICT specialists represented only 5% of EU employment in 2025, while the EU continues to face significant shortages of ICT specialists. The bloc’s 2030 target is at least 10% of employment in ICT, equivalent to 20 million ICT specialists.
That puts employers in a peculiar position.
They are recruiting into a market where technology adoption continues to expand while the supply of specialised technical workers remains a structural concern.
A company does not necessarily have to restrict its search to its own city or country. Romania, Poland and other European technology markets can become part of the search, particularly for employers prepared to recruit internationally.
But opening the search across borders does not remove the competition.
It increases it.
The same engineer who is interesting to a company in Bucharest may also be interesting to an employer in Germany, the Netherlands or another European market. A strong recruitment strategy therefore has to compete on more than location.
The Recruitment Process Has to Move Faster
This is where all the technical analysis eventually meets a very ordinary problem.
The candidate already has a job.
They may be speaking to two other companies.
If your company spends three weeks arranging interviews simply because nobody wants to make the final decision, someone else may get there first.
A good process does not need to be careless. It needs to be deliberate.
The technical conversation should establish technical capability. The practical exercise should provide evidence. The final conversation should deal with the team, responsibilities and expectations.
If the fourth interview is simply asking the candidate the same questions the first three people asked, it probably should not exist.
Then the Candidate Starts Interviewing You
This part is easy for employers to forget.
Once a senior DevOps engineer understands the role, they will want to know what they are walking into.
What does the infrastructure look like today?
How much technical debt is there?
Is there an on-call rotation?
How often does the company deploy?
Who owns production?
Will the engineer have authority to change the systems they are responsible for?
Will the company give them the budget, tools and people needed to improve the environment?
These questions can determine whether an experienced engineer accepts the offer.
A company cannot ask someone to take responsibility for production infrastructure while refusing to give them the authority to improve it.
Final Thoughts
The easiest candidate to identify is the person whose CV contains every technology in the job description.
The more valuable candidate may be the person who looks at your infrastructure and asks why half of those technologies are there.
That is the difference between tool familiarity and operational judgement.
The European Commission’s 2026 data makes the broader hiring environment clear: Europe is still increasing its digital adoption while struggling with ICT skills shortages. Cloud adoption, AI and other advanced technologies continue to expand, but the specialist workforce is not growing quickly enough to remove the pressure.
For employers, that means DevOps recruitment cannot remain a keyword exercise.
The company needs to establish what the engineer will own, search for evidence of production experience, test how they investigate problems, understand how they work with developers and assess whether they can make sound decisions when the answer is not obvious.
Because ultimately, that is what the company is paying for.
Not someone who knows Kubernetes.
Someone who can be trusted when Kubernetes, the application, the network and the business are all having a bad day.
