LebSource

Software Engineering

Hire AI Engineers

The hard part of AI features is rarely the model; it is evaluation, cost, latency, and everything that happens when the output is wrong. LebSource connects you with pre-vetted Lebanese AI engineers who build features that survive contact with real users.

01

What an AI Engineer does

An AI engineer takes an AI capability into production: integrating language or vision models, building retrieval over your own data, designing prompts and structured outputs, setting up evaluation so quality is measured rather than assumed, and managing cost, latency, and failure behaviour. They also say when a much simpler approach would do the job.

Vetting

Skills to look for when you hire AI engineers

What we screen for before a shortlist reaches you, so you are checking judgement rather than checking boxes.

Yes.Python and the modern model-provider APIs
Yes.Retrieval-augmented generation and vector search
Yes.Prompt design and structured output handling
Yes.Evaluation harnesses and regression testing of outputs
Yes.Cost, latency, and rate-limit management
Yes.Deploying and monitoring inference in production

When to hire AI engineers

Yes.Adding an AI feature to an existing product
Yes.Building search or assistance over your own documents
Yes.Getting a promising prototype to production quality
Yes.Bringing evaluation discipline to AI output

Why hire AI engineers through LebSource

Yes.Pre-vetted for technical skill and communication
Yes.Works in your European time zone
Yes.Integrates with your team, tools, and workflow
Yes.Flexible engagement, up to 43% lower cost

By country

Hire AI Engineers by country

Working-hours overlap and collaboration notes for the countries we cover, composed for this specific role.

AI Engineers in Germany

With only a one-hour gap, a LebSource developer on Beirut hours shares about seven hours of the working day with a German team, so stand-ups, reviews, and pairing happen in real time rather than over next-day handoffs.

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AI Engineers in France

The one-hour offset leaves about seven hours of shared working time with a French team, enough to keep daily meetings, code review, and collaboration inside everyone's normal day.

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AI Engineers in Netherlands

A single hour of difference gives about seven hours of overlap with a Dutch team, so a LebSource developer is online for your stand-ups, planning, and reviews without odd-hour scheduling.

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AI Engineers in United Kingdom

Even with a two-hour gap, a developer on Beirut hours shares about six hours of the working day with a UK team, covering your core collaboration window for meetings, reviews, and pairing.

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AI Engineers in Belgium

The single hour of difference leaves about seven hours of shared working time with a Belgian team, so daily meetings and review cycles stay inside everyone's normal day rather than spilling into the evening.

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AI Engineers in Switzerland

With one hour between Beirut and Zurich or Geneva, a LebSource developer shares about seven hours of the working day, enough for the same-day review cycles Swiss engineering teams tend to expect.

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AI Engineers in Sweden

The one-hour offset gives about seven hours of overlap with a Swedish team. Because Swedish working days tend to start and finish early, that overlap sits squarely across the hours when decisions actually get made.

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AI Engineers in Denmark

One hour of difference leaves about seven hours of shared working time with a Danish team, comfortably covering the early-starting Danish working day.

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AI Engineers in Norway

With a single hour between Beirut and Oslo, a LebSource developer shares about seven hours of the working day with a Norwegian team, so stand-ups and reviews happen live.

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AI Engineers in Spain

The one-hour gap gives about seven hours of overlap with a Spanish team. Spanish working days often run later than the northern European norm, which pushes even more of the shared window into the afternoon collaboration period.

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AI Engineers in Italy

One hour of difference leaves about seven hours of shared working time with an Italian team, enough to keep planning, review, and pairing inside the normal working day.

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AI Engineers in Austria

With a single hour between Beirut and Vienna, a LebSource developer shares about seven hours of the working day with an Austrian team, so nothing waits for tomorrow.

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AI Engineers in Poland

The one-hour offset gives about seven hours of overlap with a Polish team, which matters most where LebSource developers are working alongside an existing in-house team rather than replacing one.

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AI Engineers in Ireland

Even with a two-hour gap, a developer on Beirut hours shares about six hours of the working day with an Irish team, covering the core window where meetings, reviews, and decisions happen.

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The cost

What AI engineers cost, in-house versus LebSource

Pick your country and move the slider to the gross salary you would pay locally. We do not guess the salary for you. A shipped salary table would look like research and would not be.

Your country

Local gross salary

€70,000

€30k€90k€150k

Employer overheads are added at 21%, the statutory minimum for the country you selected.

In-house

€84,700

per year, salary plus 21% employer overheads

Through LebSource

€48,279

per year, all-in, for the same capability

You keep

€36,421

a year, per person, up to 43% of the loaded cost of the equivalent local hire. That is roughly €3,035 a month back, or the budget for a second hire every 2 people you take on.

What this leaves out, in both directions: recruitment fees and the cost of the role sitting unfilled (which count against hiring locally), and onboarding ramp and management time (which apply either way). The full calculator includes the vacancy cost and lets you model multiple hires. Real pricing depends on the specific role and seniority. This is an illustration, not a quote.

FAQ

Hiring AI engineers with LebSource

Do they train models from scratch?

Rarely, and usually they should not. Most production value comes from integrating and evaluating existing models well. If your problem genuinely needs training, we will tell you.

How do they keep AI features from producing nonsense?

Retrieval grounded in your own data, structured outputs, explicit failure handling, and an evaluation set that gets run like a test suite.

Can they manage inference costs?

Yes. Model selection, caching, and prompt efficiency are a core part of the role, not an afterthought.

Next step

Ready to build or scale your team?

Tell us what you need and we will match you with pre-vetted Lebanese professionals ready to integrate with your team.