Skip to main content
RecruoRecruo

DACH engineering hire

Hire LLM engineers for your DACH team.

Find an engineer who can turn an LLM feature into a product your team can operate. We assess model choices, evaluation, cost and failure handling, with your working language and location requirements agreed before sourcing.

Standard recruitment

Your search at a glance

Standard: 18% of first-year salary, paid on placement. No upfront fee; 90-day replacement guarantee. We confirm the fee basis for contractor engagements in your mandate.

Seniority
Mid-level · Senior · Staff / Tech Lead
Compensation guide
€58–82K indicative annual CEE contractor budget for senior.
Search markets
CEE candidates for DACH teams; working-hour overlap and work location agreed in your brief.

Compensation is indicative. We agree the salary band, locations and working-hour overlap before search; the placement fee is separate.

Evidence for your hiring decision

CV evidence, a role-specific technical interview and recruiter notes, with a human review before the shortlist reaches your team.

DACH-specific hiring context

Hire for the LLM decisions your product needs.

Start with the work the engineer will own: a customer-facing assistant, document extraction, model adaptation or an existing feature that needs better quality and reliability. Tell us what is already live, the main failure users see, and which decisions need a new owner. That gives the search a more useful bar than a list of model providers.

We assess how a candidate selects a baseline, defines an evaluation set and decides whether prompting, retrieval or fine-tuning is appropriate. In a technical discussion, ask them to explain an unsuccessful approach, the evidence that changed their decision and how they balanced response quality, latency and cost. We distinguish their own contribution from the work of their wider team.

For a German-language product, include representative German inputs and domain terminology in the assessment. For your engineering team, define the language needed for design reviews and incident response separately. Candidate nationality is not evidence of either language proficiency or technical quality; both should be assessed against the actual work.

Your shortlist should make the next interview focused: relevant project evidence, assessment notes, open technical questions, availability, compensation expectations and working-hour overlap. Redacted architecture walkthroughs and job-relevant exercises can demonstrate experience when previous work is confidential. If retrieval is the central challenge, compare the DACH RAG engineer role.

Across Recruo searches

Our recruitment results so far

Company-wide observations reported by Recruo’s founder on 11 September 2026. These describe our overall experience, rather than a separate cohort for this role or region.

Pass client technical interviews

≈9/10

Among shortlisted candidates who reach the client’s technical interview stage.

Candidates the client would offer to

≈4/5

Client willingness to make an offer after assessment. Offers sent, accepted and hires are separate outcomes.

Completed probation periods passed

100%

All placed candidates whose probation has concluded have passed so far. Ongoing probation periods are excluded.

How to read these results

Pass client technical interviews: Candidates who pass the client technical interview stage, divided by shortlisted candidates assessed at that stage. Around 9 in 10 is an approximate general observation, not a published sample of exactly ten people.

Candidates the client would offer to: Presented candidates the client considers suitable for an offer, divided by candidates presented. Around 4 in 5 describes willingness to offer; it does not mean four offers or hires for every five candidates.

Completed probation periods passed: Placed candidates who passed probation, divided by placements whose probation period has ended. Probation lengths vary by engagement; this is not a 90-day retention measure or a guarantee of future outcomes.

Sample sizes and the reporting period are not yet published. The candidate ratios are approximate; none of these results is a forecast for your vacancy.

Germany budget guide

Plan the salary, contract budget and placement fee.

Swipe across to compare placement fees →

DACH salary bands by seniority: local salary, Recruo CEE-equivalent, Recruo fee, Personalberatung fee and illustrative fee difference
SeniorityGermany employee salaryCEE contractor budget18% of CEE contract budget25% of Germany salary (example)Illustrative fee difference
Mid-level€72–92K€42–58K€7.56–10.44K€18–23K€10.44–12.56K
Senior€105–135K€58–82K€10.44–14.76K€26.3–33.8K€15.86–19.04K
Staff / Tech Lead€135–170K€82–110K€14.76–19.8K€33.8–42.5K€19.04–22.7K

Indicative planning ranges for Germany employee base salaries and CEE annual contractor budgets, not measured market medians or a Switzerland/Austria benchmark. Fees are paid once: 18% of the CEE contractor budget shown versus 25% of the Germany salary shown. The difference combines two effects: different compensation bases and different fee rates. It is not a like-for-like saving on the same salary. Employer taxes, benefits, EOR costs and other engagement costs are excluded. The comparison agency rate is an assumption, not a market-wide standard. Figures are rounded; the fee difference on the same salary is 7 percentage points.

Budget assumptions

Budget the placement fee and the engagement separately.

These ranges are indicative planning estimates, not a measured salary survey or a candidate quote. The local column describes annual employee salary; the CEE column describes annual B2B contract fees. They are different engagement models. Compare employer contributions, benefits, leave, equipment, tax treatment and any EOR fees before comparing total costs. The figures are not a country-specific quote for Austria or Switzerland.

Illustrative fee example: on the same €100,000 first annual salary, Recruo Standard at 18% is €18,000. A hypothetical agency fee of 25% is €25,000, a €7,000 difference. The 25% is a comparison assumption, not a claimed market standard. Table fee differences also reflect different compensation bases; they are not savings from the fee rate alone. For B2B engagements, agree the annual fee basis in the mandate.

First-shortlist timing

Recruo first shortlist: First shortlist in 5 business days after an approved brief and signed mandate

The shortlist starts your interviews; a signed offer is a later milestone. Timing begins after the approved JD and signed mandate.

What affects the start date

No directly comparable market benchmark is presented

Client interviews, offer decisions and notice periods follow the shortlist.

Recruo service commitment for the first shortlist. Interviews, notice periods and the start date follow a separate timeline.

Work-authorisation patterns

  • Confirm the hiring entity, candidate’s actual work location and engagement model before agreeing terms.
  • Review local employment, contracting and work-authorisation requirements for the planned arrangement with the relevant advisers or provider.
  • Germany, Austria and Switzerland need separate country review; a German rule or an EU-region hosting choice is not a DACH-wide clearance.

Level of ownership

Choose a senior engineer for independent feature ownership; a staff engineer when the work spans architecture and decisions across teams. We assess that responsibility directly instead of treating years of experience as a guarantee.

Remote setup

Agree collaboration hours, interview availability, onsite expectations and permitted work locations before sourcing. Include who owns production incidents and what access the engineer needs; timezone proximity alone does not establish that fit.

Contracting and candidate data: what to agree before search

DACH contracting review

Choose the contracting structure for the actual engagement.

B2B contracting and employment through an EOR are different arrangements. Review employment status, payroll, worker-leasing and local requirements with qualified advisers before the role starts. A foreign registered business is not a blanket exemption from employment obligations.

Privacy and human oversight

Human-in-the-loop is the default, not a retrofit.

A human recruiter reviews shortlist evidence before client handoff. Data-processing roles, notices, retention, hosting and transfer arrangements need to match the engagement. Ask our team for the applicable terms and documentation for your review.

Technical perspective

Oleh Datskiv

Oleh Datskiv

CEO & Co-founder

Oleh leads Recruo and contributes technical review to the search, helping the recruitment team assess relevant engineering experience against your role brief.

FAQ

Frequently asked questions

Choose by the work. A dedicated LLM engineer fits a roadmap dominated by language-model quality and product behaviour. An AI/ML generalist may fit a broader remit across data, classical ML and application delivery. Share the first problems they will own and we can help define the brief.

We can use a redacted architecture discussion, a walkthrough of trade-offs and a bounded exercise based on your role. Public repositories, a particular university or named employers are not required substitutes for evidence of the relevant skills.

Yes, when German is needed for the work. Specify which activities require it, such as customer workshops or technical documentation. We assess those communication tasks separately from model-engineering skills and confirm the effect on the search before starting.

Contracting needs review for the actual arrangement. For Germany, the DRV status procedure can determine employee or self-employed status. Scope work location, supervision and engagement terms with your advisers; a recruitment assessment is not a legal clearance.

After the role brief is approved and the mandate is signed. We confirm the scope and requirements first. The commitment concerns the first shortlist, not a completed hire; interviews, any additional checks and the candidate’s notice period affect the start date.

Standard is a fixed 18% of the first annual salary, with the fee basis agreed in the mandate. It includes a 90-day replacement guarantee under the written terms. Replacement cover and the hire’s probation period are separate; review the agreement for the covered circumstances.

Get started

Tell us about your open role

Share your DACH LLM engineer brief. We agree scope, budget and timing with you; the 5-business-day first-shortlist timeline starts after the brief is approved and the mandate is signed.

Pay on placement

No upfront fee on the Standard plan

90-day guarantee

On Standard: free re-search if hire leaves

Human review

Recruiters review the screening evidence

Your hiring request

We use these details to respond to your request. Read our Privacy Policy.