Andela
Stands out: Andela sorts its AI engineers into Builder, Integrator and Scaler roles, which helps match people to the right stage of an AI project. It also owns Codewars and Qualified, so its assessments draw on data from millions of developers.
Watch out: There is no published pricing or self-serve signup, so even small engagements start with a sales call. The messaging now centers on enterprise AI programs, which may be more than a small team needs.
Not the right fit for
- Small businesses wanting published rates
- Non-engineering hires
- One-off short gigs
Toptal
Stands out: Every engagement starts with a trial of up to two weeks, and you pay nothing if you are not satisfied; clients can trial up to three people per position. Toptal reports a 98% trial-to-hire rate and says 90% of clients hire the first candidate introduced.
Watch out: Talent rates are not published, so you only learn the real cost after a call with a matcher. Toptal does not offer screening or testing for candidates outside its own network.
Not the right fit for
- Budget-first buyers wanting published rates
- Companies screening their own applicants
- Teams needing on-site staff