Hire, freelancer, or dedicated pod: how to decide

Your data roadmap is late and the team you have is full. You can add engineering capacity in three ways: hire someone, bring in a freelancer, or contract a dedicated team from an agency like ours. Each one is the right answer for some companies. The wrong one usually costs a quarter, either waiting for a hire who never lands or rebuilding after a freelancer leaves.

We sell the third option, so read this with that in mind. We’ll tell you when the first two are the better choice, because they often are.

The three options side by side

	Hire in-house	Freelancer	Dedicated pod
Time to start	Slowest: a search, notice periods, onboarding	Fast, often within weeks	Fast, once the contract is signed
Cost shape	Salary plus employer costs, plus a recruiter fee if you use one	Day or hourly rate, only while they work	Fixed monthly price for the team
Commitment	Long-term and hard to undo	Flexible, often short notice on both sides	Minimum term, then monthly
If someone leaves	You start the search again	The work stops until you find another	The vendor replaces them
Who directs the work	You	You	A tech lead in the team, working with your product owner
Where the knowledge stays	In your company	With the freelancer, unless they document it	In your repositories and docs, if the contract requires it
Best for	Permanent, core work	Short, well-defined tasks	Larger work with a deadline, before you can hire

Hiring in-house

A good permanent hire is the cheapest option over several years, and it keeps knowledge inside your company. If you can find the right person within a few weeks, hire them.

The costs that catch companies out are the ones before and after the salary:

• The search. Senior data engineers are hard to find in every European market. If you use a recruitment agency, market estimates for a permanent placement range from 15% to 30% of the first year’s salary, at the higher end for hard-to-fill technical roles [1][2].
• The wait. Every month the role stays open, the roadmap slips. Count that in your cost.
• The exit. Across much of the EU, ending a permanent contract is a formal process. In Germany, once a company has more than ten employees and the person has worked there for over six months, a dismissal needs a recognised reason under the Dismissal Protection Act [3]. In the Netherlands, dismissal for business-economic reasons needs permission from the UWV, and most other grounds go through the subdistrict court [4]. The details differ by country, so check with an employment lawyer where you hire. Either way, a hire is a commitment, and it should be for work you’ll still need in three years.

Choose this when the work is permanent and core to your product, you have a senior person to manage the hire, and you can wait for the right candidate.

A freelancer

A good freelancer starts quickly, brings focused expertise, and leaves when the job is done. For a clear, bounded task, that’s hard to beat.

The risks sit in three places:

• One person. If they fall ill, take a better contract or simply finish, nobody covers. Whatever they knew leaves with them unless you made documentation part of the job.
• You direct the work. A freelancer needs someone on your side to set priorities and review the output. Without that, you’re paying for effort with no one steering it.
• Employment status rules. Across the EU, authorities judge a freelancer’s status by how the work is done in practice, whatever the contract calls it. A freelancer who works long-term, full-time and under your direction like an employee is the pattern they look for, and the European Labour Authority has studied the problem across member states [5]. The consequences are national. In Germany, reclassifying a freelancer as an employee (Scheinselbstständigkeit) can mean back-paying social security contributions, normally for up to four years [6]. In the Netherlands, the tax authority resumed enforcement against false self-employment in 2025, and fines for deliberate cases are possible again from 2026 [7][8]. Check the arrangement with an accountant in the country where the work happens.

Choose this when the task is well defined, one skilled person can do it, it ends within a few months, and someone on your team can direct it.

A dedicated pod

A pod is a small, stable team from a vendor: in our case a tech lead and two to four senior engineers. They join your stand-ups and repositories, work alongside your team and stay for the whole engagement.

What you get:

• More than one person’s capacity, with the coordination handled by the team’s own lead.
• Continuity. If an engineer leaves or isn’t a good fit, the vendor replaces them. Our contracts give a 21-day replacement guarantee.
• A known monthly price. Ours are published on the rate card.

What it costs you, honestly:

• A pod costs more per month than one freelancer. You’re paying for a team, a lead and replacement cover.
• There’s a minimum term. Ours is three months, because onboarding takes a few weeks and a shorter stint mostly pays for onboarding.
• You depend on a vendor unless the contract makes them document everything in your systems and hand over cleanly at the end. Insist on that, with us or anyone else.

Choose this when the work is too big for one person, there’s a date on the calendar, you can’t hire fast enough to meet it, or you need people who’ll also run the system after launch.

You can combine them

These options aren’t exclusive. A common pattern is to bring in a pod to meet a deadline while you hire, then hand the system over to your new employees. The pod’s documentation and runbooks become your new hire’s onboarding.

The reverse also works. If a pod finishes a migration and what remains is one person’s maintenance work, a freelancer or a single hire can take it from there.

Five questions that decide it

Answer these with your CTO or head of data:

1. Will we still need this work in three years? Yes points to hiring. No points to a freelancer or a pod.
2. When does it have to be done? If the date is sooner than you can realistically hire, hiring alone won’t get you there.
3. Is it one person’s work? If one skilled person can do it, a freelancer may be enough. If it needs several people working together, look at a pod.
4. Who on our side will direct it? Hiring and freelancers both need a manager with time. If you don’t have one, a team with its own lead fills that gap.
5. What happens if the person leaves halfway? If the answer is “the project stops”, you need continuity built into the arrangement.

Compare the full cost, not the monthly rate

When you put the options side by side, compare twelve months, not one invoice. For each option, add up:

• the monthly cost,
• one-off costs such as recruiter fees and onboarding time,
• the time your own people spend managing it,
• what a month of delay costs the business,
• what it costs if the person leaves halfway.

The cheapest monthly rate often isn’t the cheapest year.

Where to start

If you’re unsure which option fits, send us a short description of the work and your deadline. We’ll tell you honestly, in writing, including when the answer is “hire” or “use a freelancer”. If you’d rather talk, book 30 minutes. And if you want to test us before any long commitment, read the difference between our free review and the Discovery Sprint.

Sources

1. HeadFirst, What are recruitment agency fees in the Netherlands? Market estimate from a Dutch staffing firm.
2. Agency Central, How do recruitment agencies get paid, and how much? UK market estimate. Fees vary by role and are negotiable everywhere.
3. Taylor Wessing, 10 pitfalls when terminating employees under German law.
4. Business.gov.nl, Dismissal procedures.
5. European Labour Authority, Study on the misclassification of work (2025).
6. IHK Pfalz, Scheinselbstständigkeit.
7. Grant Thornton, Wet DBA en opheffing handhavingsmoratorium 2025.
8. PwC, Handhaving schijnzelfstandigen vanaf 2026.