2026 Guide
How to Hire an AI Developer
What they cost, where to find them, and how to tell a strong AI developer from an expensive one — plus the fastest path from "we need this built" to shipping.
What an AI developer actually does
An AI developer builds software around AI: wiring language models into a product, shipping features like search, chat, summarization, extraction, and routing, and connecting them to your data and workflows. Most businesses hiring today don't need someone to train a model from scratch — they need someone who can take a capable model and turn it into something that reliably ships and makes money.
AI developer vs. AI engineer
The titles get used interchangeably, but the distinction affects your budget. An AI developer integrates and ships AI features. An AI/ML engineer builds and trains the models and data pipelines underneath. Engineers command higher rates. Asking for one when you need the other is one of the most common ways companies overpay — scope the role to the work.
What it costs to hire one
In the US, experienced AI developers typically run $80–$200+/hr as contractors, or roughly $140k–$250k+/yr full-time. Specialization drives the spread — an LLM/ML engineer sits at the top, a strong generalist integrator lower. Scope the role to the work: most business AI projects are integration projects, and a scoped engagement costs a fraction of a full-time specialist.
In-house vs. freelance vs. agency
There's no single right answer — it depends on scope:
- •Boutique / single contractor — fastest and cheapest for a scoped build: an MVP, an AI feature, an automation. Kick off in days.
- •Traditional agency — full-service, but slow (2–6 week matches) and carries a 20–40% markup.
- •In-house hire — right for a long-term core need, but months of recruiting and full overhead.
Skills & signals to vet for
- ✓Shipped, live products you can actually open — not just repos or slide decks.
- ✓Judgment about when not to use AI — a strong developer scopes the model to the problem instead of over-engineering.
- ✓Evaluation & reliability habits: how they measure output quality, handle hallucination, and keep costs predictable.
- ✓Product sense — the ability to turn a vague goal into something that ships and converts.
How Austin Web Dev helps
We build lean, high-performance web and AI products in-house here in Austin. If your project is more website than model, start with our companion guide: How to hire a web developer in Austin. Either way, the 30-second scoper below gives you a tailored starting point and your booking link for a free scoping call.
Scope My Project — Free →Frequently asked questions
How much does it cost to hire an AI developer?
In the US, experienced AI developers typically run $80–$200+ per hour as contractors, or roughly $140k–$250k+ per year full-time, depending on specialization (an ML/LLM engineer commands more than a generalist wiring up an API). Most business projects only need a scoped integration engagement, which costs a fraction of a full-time hire.
What is the difference between an AI developer and an AI engineer?
Roughly: an AI developer integrates and ships AI features (calling models, building the product around them), while an AI/ML engineer builds and trains the models and the pipelines underneath. Many projects only need the former; asking for an "engineer" when you need a "developer" is a common way to overpay.
Should I hire in-house, freelance, or through an agency?
For a scoped build (an MVP, an AI feature, an automation) a boutique developer or a single vetted contractor is usually fastest and cheapest. In-house hiring makes sense for a long-term core need; agencies for large multi-disciplinary retainers.
How fast can I get started with an AI developer?
A scoped boutique engagement can kick off within days of the scoping call. By comparison, a traditional agency search typically takes 2–6 weeks, and an in-house hire takes months. The clearer your scope, the faster any option moves.