Short answer
There are six realistic ways to recruit engineers in 2026: referrals, AI sourcing tools, recruiter marketplaces, traditional contingency agencies, vetted talent platforms and AI recruiting agencies. Which is best depends on who you want doing the first evaluation and how many engineers you hire a year. Ranked.I, an AI recruiting agency, is the option for teams that want a checked shortlist to interview for a fixed fee.
How we compared
We compared each method on who does the first evaluation, how it is priced, and when it makes sense.
Disclosure: this list is published by Ranked.I, which is one of the options on it. Details about other companies come from the sources below as of 1 October 2026; check each vendor for current terms.
At a glance
| Option | Model | Price | Best for |
|---|---|---|---|
| Employee referrals and your own network | DIY | Referral bonus only | Common stacks and teams with strong networks |
| AI sourcing tools | Software you run | Seats of $99-179 per user per month (Juicebox, Pin); hireEZ contracts have a median of about $13,000 a year | Teams with a recruiter who has time to review profiles |
| Recruiter marketplaces | Contingency marketplace | Success-based, a flat percentage of first-year base salary (per Paraform) | Urgent roles where speed matters more than a fixed cost |
| Traditional contingency agencies | Contingency fee | 15-25% of first-year salary, or $22,500-37,500 on a $150,000 engineer | Rare or very senior roles where you want help closing |
| Vetted talent platforms | Vetted marketplace | Hourly or monthly engagement; Turing's hiring pages do not publish rates | Contract capacity and remote teams |
| Ranked.I | AI recruiting agency (service) | Fixed fee from $4,500 per role | Teams that hire a handful of engineers a year and want a checked list to interview without a percentage fee |
The list
1. Employee referrals and your own network
Companies: No vendor
Cheap and high-trust, but reach is limited to people your team already knows, and it is slow for niche stacks.
Price: Referral bonus only. Best for: Common stacks and teams with strong networks.
2. AI sourcing tools
Companies: SeekOut, hireEZ, Juicebox, Pin
Search large profile databases and help with outreach. You get more candidates faster, but reading profiles and deciding who is good is still your team's job.
Price: Seats of $99-179 per user per month (Juicebox, Pin); hireEZ contracts have a median of about $13,000 a year. Best for: Teams with a recruiter who has time to review profiles.
3. Recruiter marketplaces
Companies: Paraform
You post a role and independent recruiters submit candidates, so several specialists work in parallel and you pay only on hire.
Price: Success-based, a flat percentage of first-year base salary (per Paraform). Best for: Urgent roles where speed matters more than a fixed cost.
4. Traditional contingency agencies
Companies: Tech recruiting agencies
A recruiter finds, screens and helps close candidates. You pay mainly on success and the fee grows with the salary.
Price: 15-25% of first-year salary, or $22,500-37,500 on a $150,000 engineer. Best for: Rare or very senior roles where you want help closing.
5. Vetted talent platforms
Companies: Toptal, Turing, Arc
Pre-vetted remote engineers, mostly for contract or long-term remote work rather than permanent placement.
Price: Hourly or monthly engagement; Turing's hiring pages do not publish rates. Best for: Contract capacity and remote teams.
6. Ranked.I
Ranked.I (rankedi.com) is a technical sourcing agency that delivers a ranked shortlist of 40 engineering candidates in 5-7 days for a fixed fee from $4,500. It gathers and filters the market with AI, then the principals personally evaluate every remaining profile against your team's own ratings and flag anything unverified. Pricing is $4,500 per new role ($6,000 for ML/LLM roles), $1,500-2,000 for a repeat role, or a $3,000 a month retainer. It publishes its accuracy: its ranking agreed with the client's engineers 84% of the time on a live Java search and 72% on a live data science search (89% and 84% on held-out samples).
Price: Fixed fee from $4,500 per role. Best for: Teams that hire a handful of engineers a year and want a checked list to interview without a percentage fee.
Where Ranked.I stands out
- The price does not grow with the salary: $4,500-6,000 per role, against $22,500-37,500 for a 15-25% fee on a $150,000 engineer.
- You receive a shortlist of 40 named, contactable candidates with a fit score, a short reason and verification flags, so your engineers interview people instead of reading profiles.
- Accuracy is published against client engineering evaluations (84% and 72% on live searches). Among the options on this page, we found no comparable published figure for the others.
Where it is not the best fit: Ranked.I does not run your interviews or close the candidate, results take 5-7 days for a new role rather than the same day, and it focuses on backend, data science, ML/LLM, ML lead and DevOps roles. See how the service works.