Hiring IT professionals means moving fast through high-volume applicant pools while maintaining technical rigor. Most teams report 30–50 qualified applicants per open role, but sourcing from job boards alone produces shallow CV screening and unstructured phone calls that waste weeks. Hiring managers consistently cite two bottlenecks: (1) inability to assess coding competency or infrastructure knowledge without dedicated technical staff, and (2) inconsistent interview loops where some candidates face behavioral questions, others face technical deep-dives, and nobody gets scored the same way. This creates hiring delays, false positives, and regulatory exposure when hiring for roles touching compliance, security, or financial systems. Raffi, an agentic AI recruiter, addresses this by automating the structured-interview and rubric-scoring loop specifically designed for IT hiring. Raffi ingests applicant profiles from your job board, runs each candidate through a standardized interview protocol that tests both technical depth and collaboration fit, and scores responses against a predefined rubric tied to your role requirements. The system surfaces rank-ordered candidates with interview transcripts and scoring breakdowns—eliminating subjective shortlisting and cutting time-to-decision by weeks. For IT teams, this means consistent technical credentialing without bottlenecking engineering resources, and defensible, reproducible hiring records. If you're managing 20+ IT hires per year or struggling to standardize screening for security-adjacent roles, Raffi automates the heavy lifting. Connect your job board, define your rubric, and let structured interviews run at scale.
38,270/mo
IT recruiting searches
10-15 min
Per applicant interview
$0
Placement / hire fees
Raffi calls every applicant for a 10-15 min structured interview. Not just the top 5 résumés — every one. Result: nobody good slips through.
Conversational AI interview, rubric-anchored scoring, transcripts you can read. You get a top 3-5 shortlist while competitors are still scheduling first-rounds.
SaaS pricing from $199/mo. No 15-25% of first-year salary, no per-hire kickback. Cancel anytime.
The IT labor market in 2026 remains candidate-heavy for junior and mid-level roles, but time-to-hire has stretched. Teams report 35–45 day cycles from job post to offer, driven partly by multiple interview rounds and partly by candidate choice paralysis in a less-competitive market. Turnover in DevOps and cloud infrastructure remains elevated (15–20% annually), creating persistent hiring pressure. Notably, remote-first hiring has expanded the applicant pool but also raised screening costs—teams now field 40% more applications per opening, requiring faster qualification gates. Organizations are moving away from coding challenges as a first filter (seen as too time-intensive) and toward structured behavioral and technical interviews early in the pipeline. Security-conscious industries (finance, healthcare) are tightening background checks and credentialing verification, making reproducible interview records a compliance asset, not just a hiring tool.
IT hiring requires technical credentialing without gatekeeping behind expensive engineers. You need to assess hands-on systems knowledge, cloud platform depth, and debugging patterns—but your engineering leads can't spend 6 hours a week interviewing. Additionally, many IT roles touch regulated systems (PCI compliance, HIPAA, SOC 2), making hiring decisions legally defensible. Unlike sales or marketing hires, IT candidates expect technical rigor and perceive weak interviews as red flags. Finally, IT teams often hire in waves—4–6 similar roles in a quarter—creating demand for repeatable, rubric-based processes rather than ad-hoc screening.
Anchored to real offer data, not estimate aggregates.
Role-specific, behavioral, structured. Same questions for every applicant — the only way to score fairly.
Walk me through the last time you debugged a production issue. What was the system, what did you observe, and how did you narrow the scope?
What it tests: Practical troubleshooting approach and real-world systems thinking
Tell me about a time you had to learn a new tool or framework on the job. How did you approach it, and what did you do when you got stuck?
What it tests: Self-directed learning and resilience in ambiguity
Describe a moment when you had to explain a technical constraint to a non-technical stakeholder. How did you frame it?
What it tests: Communication clarity and ability to bridge technical and business contexts
What's the largest system you've maintained or deployed? What was your role, and what would you do differently if you built it today?
What it tests: Scale awareness and willingness to revisit past work critically
Tell me about a time a deployment or change went wrong. How did you respond, and what did the team learn?
What it tests: Accountability and incident response maturity
This industry, by city
IT recruiting in Dubai →
This industry, by city
IT recruiting in Dallas →
This industry, by city
IT recruiting in Singapore →
This industry, by city
IT recruiting in New York →
This industry, by city
IT recruiting in Houston →
This industry, by city
IT recruiting in Poland →
Other industries
Property management recruiting →
Other industries
Real estate recruiting →
Other industries
Supply chain recruiting →
Other industries
Warehouse recruiting →
Other industries
Construction recruiting →
Other industries
Restaurant recruiting →
IT hiring teams typically deal with high applicant volume per role, narrow technical bars, and tight time-to-hire windows. Raffi automates the screening loop end-to-end — every it professionals applicant gets a structured interview within 24 hours, scored against your rubric. You spend your time on the top 3-5 instead of 60 résumés.
Yes. Raffi generates role-specific behavioral questions tied to your scorecard. For it we anchor on the structured questions hiring managers in this vertical actually use (a few samples are listed above). You can edit any of them before they go live.
Structured behavioral questions about past systems work, debugging, and learning approaches reveal depth without requiring live coding. Raffi's rubric lets you score technical breadth against role-specific criteria (cloud platform experience, containerization, scripting, etc.) and surface candidates who can justify decisions, not just recite buzzwords. Pair this with a brief technical reference check before final offer.
Past behavior in troubleshooting, learning new stacks, and handling production issues correlates strongly with on-the-job success. Questions about scope-narrowing, incident response, and trade-off reasoning matter more than riddles or obscure tool knowledge. Role-specific depth (e.g., Kubernetes vs. bare-metal infrastructure) should be tested only if central to the job.
Document your hiring criteria and rubric upfront, interview all candidates the same way, and keep interview transcripts and scores. Raffi's standardized loop creates an audit trail that demonstrates consistent, non-discriminatory evaluation. For roles in compliance-heavy industries, this record also speeds internal or external audits.
Agentic recruiting is recruiting done by an AI agent that takes action on your behalf — not a chatbot or résumé summarizer. Raffi calls every applicant for a structured 10-15 minute interview, scores them against your rubric, and hands you a ranked top 3-5. The work happens autonomously.
Most agencies charge 15-25% of first-year salary as a placement fee — a $90k hire runs $13-22k. Raffi is SaaS at $199-599/mo plus per-action credits, typically landing under $10k/year for a team hiring 12 people. Same shortlist quality, no placement contract.
About 25 minutes to onboard, post your first role, and have Raffi ready to interview applicants. No engineering work, no integration project. Connect your work email, paste a JD, you're live.
Free $25 starter credit. No credit card. Screening live by tonight.