An in-product assistant
A chat panel that answers questions using your own content, escalating to a human when it is unsure rather than guessing.
AI and Machine Learning
Hire a generative AI developer in Dubai
Adding an assistant, a content tool or a document feature to a product you already run, built on a hosted AI model rather than research from scratch.
- 4.7 Google rating
- 200+ clients
- In Dubai since 2018
45 minutesto a fixed written quote
Most businesses that hire a generative AI developer in Dubai are not building a research lab. They already have a product, a website or an internal system, and they want to add one specific thing to it: a chat assistant that answers from their own content, a tool that drafts marketing copy or product descriptions, or a feature that summarises a long document into something a client can read in a minute. That is what this role covers, adding a generative AI feature to software that already exists.
The work leans on a hosted model reached through an API, such as those from OpenAI or Anthropic, rather than training a model from raw data. The skill is in the integration: designing prompts that hold up outside a demo, handling the model’s limits and failures gracefully, and fitting the feature into your existing interface and data so it feels like part of the product rather than a bolt on experiment. Businesses that hire a generative AI developer in Dubai for this kind of work usually already know which feature they want, and need help turning it into something reliable.
What this role builds
What a generative AI developer adds to a product
Feature level work, added to something you already run.
A content drafting tool
A feature that drafts product descriptions, listings or first pass marketing copy for a team member to edit and approve.
Document summarising and drafting
Turning a long contract, report or application form into a short summary, or drafting a first version of a standard document from structured data.
A search feature this AI developer builds
Letting a user ask a plain question and get an answer pulled from your own pages, files or records, rather than a keyword search.
Bilingual content help
Drafting or checking Arabic and English versions of the same content side by side, for a team reviewer to finish.
Workflow triggers
A step in an existing process, such as tagging a support ticket or drafting a reply, that a generative feature now does automatically with a person reviewing the result.
Skills that matter
What to check before you hire a generative AI developer
Integration skills, not just familiarity with a chat interface.
| Skill or tool | What good looks like | Why it matters |
|---|---|---|
| Working with a model API directly | Has called a provider’s API in code, handling structured output, function calls and errors, not only used a chat website | A feature has to keep working when the model returns something unexpected |
| Prompt design under real constraints | Writes and tests prompts against real inputs, including odd or adversarial ones, not one that only works on the happy path | Demo quality prompts often fail once real users type into them |
| Grounding answers in your content | Understands how to base an answer on your own documents rather than the model’s general knowledge alone | Reduces made up answers and makes responses easier to check |
| Cost and token awareness | Can explain roughly what a feature will cost to run per use, and where that cost comes from | An unchecked feature can become expensive quietly, long after launch |
| Fitting into an existing product | Reads your current codebase and interface before proposing how the feature slots in | A feature bolted on without this step is usually the first thing to break later |
OpenAI’s own documentation on API key concepts is a fair test of this: a candidate who has genuinely built with the API should recognise terms such as tokens and context length without needing them explained, since both shape what a generative AI developer in Dubai can and cannot promise a client.
Ways to work with us
How to hire a generative AI developer in Dubai
A dedicated developer suits a product that will keep adding AI features over time, joining your team and billed monthly. A scoped project suits one clearly defined feature, such as a single assistant or drafting tool, delivered and handed over. Recruitment support suits a business that wants to hire a generative AI developer directly onto its own payroll, with us running sourcing and the technical assessment. Consulting suits a team that already has a developer but wants a second opinion on an approach before committing further budget to it.
Which model for this AI developer
- Dedicated: an ongoing programme of AI features
- Project: one feature, scoped and handed over
- Recruitment support: you want to hire and keep them
- Consulting: a second opinion before you commit budget
Assessing a candidate
How to assess a generative AI developer
Checks that separate real integration experience from familiarity with a chat website.
Ask this AI developer for a shipped feature
A demo that works once is easy. Ask what happened when real users typed unexpected things into it, and what changed as a result.
Review a prompt they wrote for a real feature
Ask them to walk through how it evolved, and what edge case forced each change. A prompt that never changed after the first draft is a warning sign.
Ask how the feature fails
What happens when the model is slow, returns nothing useful, or the API is briefly down. A considered answer shows they have run this in production, not only in testing.
Ask about cost, not just capability
A candidate who has shipped a feature should be able to estimate roughly what it costs to run per hundred uses, and where that cost sits.
Check how they handle wrong answers
Ask what the feature does when it is not confident, and whether that was a deliberate design choice or something noticed only after launch.
Certifications
Certifications and a generative AI developer
Neither major model provider runs a certification that proves someone can integrate their API well.
No certification to check here
OpenAI and Anthropic publish extensive developer documentation, referenced above, but neither currently runs a certification programme that a generative AI developer could hold. Treat any claimed certificate for either platform with caution.
What to look at instead
A working feature, a prompt they can explain in detail, and a clear answer on cost and failure handling tell you more than a certificate could. If the role needs a specific provider’s API, ask directly which one they have shipped with, since the APIs are not interchangeable in practice. This one question does more to separate a genuine generative AI developer in Dubai from someone who has only used a chat website than any certificate would.
UAE considerations
UAE points worth raising with a generative AI developer
Two areas that come up in real Dubai projects.
Personal data going into a prompt
If a feature includes customer or staff data in what it sends to a model, Federal Decree Law No. 45 of 2021, the UAE’s federal data protection law, still applies to that processing. Confirm what data a prompt actually carries before the feature goes live, not after.
Arabic content, checked by a person
A generative feature drafting Arabic content should be reviewed by someone fluent before publication, since fluency in producing Arabic text is not the same as getting register, dialect and formality right for a UAE audience.
This role sits in our AI and machine learning category, part of hire developers in Dubai. If the work is really about the system behind the feature, retrieval, evaluation and running costs at scale, our generative AI engineer page is the better fit. If you already know exactly what your generative AI developer in Dubai should build, our team can turn that brief into a proposal directly. For a feature built specifically on a large language model API, see our LLM developer page, and for prompt work on its own, our prompt engineer page. If the job is mainly wiring an AI feature into other systems you already run, our AI integration developer page covers that, and for a broader product build around the feature, our website development service may be the wider starting point.
Straight answers
Frequently asked questions
What is the difference between a generative AI developer and a generative AI engineer?
A generative AI developer adds a feature, such as an assistant or a drafting tool, to a product that already exists, usually calling a hosted model through its API. A generative AI engineer builds and operates the underlying system: retrieval, evaluation, guardrails and cost control, often for a feature that already works but now needs to scale or run reliably.
Do we need our own model, or can we use a hosted one?
Most product features are built on a hosted model reached through an API, which is faster to ship and simpler to run than training or hosting one yourself. A hosted model is the sensible default unless you have a specific reason, such as data residency, to keep everything in house.
Can a generative AI developer work with our existing codebase?
Yes, that is normally the point. The feature is added to a product you already run, so the developer needs to understand your existing architecture, not just the AI model, before the integration is scoped.
How do we stop the assistant giving wrong or made up answers?
No approach removes this risk entirely, but grounding answers in your own content, constraining what the model is allowed to say, and showing sources to the user all reduce it. This should be part of the brief, not an afterthought once the feature is built.
Is this the same work as prompt engineering?
Prompt design is one part of the job, but a generative AI developer also handles the integration: calling the API correctly, managing errors and cost, and fitting the feature into your product's interface and data. Our prompt engineer page covers prompt work on its own, for a business that already has the integration in place.
Sources
- OpenAI: API key concepts accessed 14 September 2026
- Anthropic: Intro to Claude accessed 14 September 2026
- The Official Portal of the UAE Government: Data protection laws accessed 14 September 2026
Fixed price, in writing
Send your brief. Get a scope and a price within 45 minutes.
- One fixed number, agreed in writing before work starts
- No obligation, and no pressure to sign
- English and Arabic work, with proper right to left layout
- One team for design, marketing, web, media and copy
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