Hiring software developers shapes product velocity, reliability, security posture, and the day-to-day health of your engineering culture. The challenge is that “good in interviews” is not the same as “good on the job”; confidence and fast talking can look like competence unless you design your process to capture job-relevant signals.
A practical approach is to combine three ideas:
This guide gives you a repeatable developer hiring workflow, plus role-specific checklists and assessment ideas you can reuse across frontend, backend, full-stack, mobile, data engineering, DevOps/SRE, security-focused roles, and QA automation.
Before sourcing or interviewing, write down what the job actually is. This is the work that structured interviews and work samples will reflect. Job analysis is explicitly called out as a foundational step in structured interview design. (2)
Clarify these items in one working doc:
First 30 days: onboarding milestones, dev environment, first merged change
First 90 days: independently shipping features or handling a scoped service area
First year: ownership of a domain, reliability improvements, mentoring, measurable impact
Many hiring failures happen because the job description implies one motion, but the day-to-day work is another. Example: interviewing for “system design brilliance” when the role is 70% debugging, incident response, and incremental refactoring.
A scorecard is how you turn opinions into comparable evidence. It is also how you defend decisions if you ever need to explain why a candidate was selected or rejected.
Structured interviewing guidance emphasizes predetermined questions and evaluation criteria; a scorecard operationalizes that idea. (4)
Pick 8–10 competencies, define what “great” looks like for your context, score every interviewer’s feedback using the same rubric.
Core competencies that translate across developer roles
Simple weighting model you can adapt
Adjust the weights depending on the role. For example:
Use a 1–5 scale with behavioral anchors:
A repeatable sourcing plan prevents over-indexing on pedigree. It also improves diversity of backgrounds without changing your standards, as you simply build multiple paths to demonstrate the same competencies.
The scorecard and work samples are what keep these lanes fair. Both lanes face the same criteria.
Screening should be short and concrete: its job is to avoid burning time on candidates who are clearly misaligned, not to fully evaluate engineering excellence.
Structured interviews use planned questions and a scoring guide. This approach is widely recommended because it improves consistency and predictive value, and it reduces the degrees of freedom that let bias and “gut feel” dominate. (1) (2) (3) (4)
CIPD also highlights that whatever methods you choose, candidate experience matters; tell candidates what to expect and do not make the process unnecessarily long. (8)
OPM notes that structured interviews limit discretion and increase agreement among interviewers. (3)
Use these as building blocks, tailor to the role.
Ownership
Debugging and reliability
Collaboration
System design scaled to level
Security judgment
Work samples and simulations are intended to mirror real job tasks. OPM’s guidance emphasizes that work sample tests are representative of job tasks, and that scoring can be based on observed behaviors or task outcomes. (5)
A practical evidence summary from SIOP has highlighted structured interviews and work samples among stronger predictors of job performance in recent research summaries. (7)
OPM also notes that work sample tests are best when applicants are expected to possess the required competencies upon entry, they are not ideal if the job will train those skills after hire. (5)
Choose based on role.
Option A: Debugging and fix
Option B: Code review simulation
Option C: Small feature with constraints
Option D: Mini system design with operational thinking
Option E: Engineering writing sample
Input: “Write a short design note for feature X” or “Write a postmortem summary from given facts”
OPM explicitly classifies writing evaluations as work sample tests and notes they should be supported by job analysis and standardized scoring. (6)
Not every competency needs a high-fidelity simulation. For interpersonal judgment, prioritization, and conflict handling, scenario prompts can be efficient.
OPM describes situational judgment tests as low-fidelity simulations that present job-related scenarios and ask candidates how they would handle them: they are often used to measure interpersonal effectiveness and problem-solving. (12)
At debrief, do not “average vibes.” Use evidence:
If you are operating in the US or using US-style compliance frameworks, the EEOC explains that selection procedures should be job-related and consistent with business necessity, and that UGESP provides guidance on validating selection procedures. It also discusses considering less discriminatory alternatives when applicable. (10)
This is one reason structured criteria matter; they help you show that decisions were based on job-relevant evidence, not informal impressions.
Once hiring volume increases, the hard part becomes standardization across teams and interviewers. This is where TestInvite can help you deliver the same work sample, collect responses reliably, and score with shared rubrics.
Where TestInvite supports a developer hiring workflow
You can use TestInvite to deliver structured, job-relevant assessments such as:
For integrity and consistency, TestInvite also describes multiple exam security options such as proctoring, randomization, time controls, navigation restrictions, and browser lockdown.
Stage 1: 45–60 minute assessment
Stage 2: Structured technical interview
Stage 3: Finalist collaboration simulation
This keeps the process rigorous without turning it into a multi-week obstacle course; CIPD explicitly warns against selection processes that are unnecessarily long. (8)
Use these checklists to adjust scorecard weights and choose the right work sample.
Look for
Test with
Common mistake
Look for
Test with
Common mistake
Look for
Test with
Common mistake
Look for
Test with
Common mistake
Look for
Test with
Common mistake
Look for
Test with
Common mistake
Look for
Test with
Common mistake
AI can help with summarization and consistency, but it introduces governance questions. SIOP’s recommendations emphasize that AI-based assessments should produce scores that predict job performance, produce consistent scores, and support verification and auditing. (11)
Practical implication: if you use AI-assisted scoring, keep a human-review path, document what the model evaluates, and periodically audit outcomes against job performance and fairness metrics.
(1) Google re:Work. Use structured interviewing.
(2) U.S. Office of Personnel Management. Structured Interview Guide.
(3) U.S. Office of Personnel Management. Structured Interviews overview; research notes structure increases interviewer agreement by limiting discretion.
(4) Public Service Commission of Canada. The Structured Selection Interview; key characteristics of structured interviews and evaluation against established criteria.
(5) U.S. Office of Personnel Management. Work Samples and Simulations.
(6) U.S. Office of Personnel Management. Guidance on writing assessments; writing evaluations as work sample tests; link to job analysis and standardized scoring.
(7) Society for Industrial and Organizational Psychology. Is cognitive ability the best predictor of job performance; summary includes structured interviews and work samples among stronger predictors.
(8) CIPD. Selection methods factsheet; validity considerations; candidate experience; reasonable adjustments.
(9) SHRM. Eliminating biases in hiring; structured interviewing and standardization to mitigate bias.
(10) U.S. Equal Employment Opportunity Commission. Employment tests and selection procedures; UGESP; job-related and consistent with business necessity.
(11) Society for Industrial and Organizational Psychology. Considerations and recommendations for validation and use of AI-based assessments for employee selection.
(12) U.S. Office of Personnel Management. Situational Judgment Tests; low-fidelity simulations for job-related scenarios.
Use structured interviews with predefined questions and scoring guides, then pair them with a short work sample that mirrors real engineering tasks. Structured approaches improve consistency and predictive validity compared with improvisational interviews. (1) (2) (3) (5) (7)
Use one or two job-relevant work samples such as debugging and fixing, a small feature with tests, or a code review simulation. Work samples are designed to recreate real work scenarios and can be scored reliably with rubrics. (5)
They can be, if they are timeboxed, clearly scoped, and scored with a rubric. Keep candidate experience in mind; CIPD recommends avoiding unnecessarily long selection processes and communicating what candidates should expect. (8)
Standardize questions and scoring, train interviewers on rubrics, and reduce discretionary “gut feel” decisions. Guidance from SHRM discusses how standardized interviewing can mitigate the influence of unconscious bias in interviews. (9)
At a minimum, document what each assessment measures, how it relates to job requirements, and how you score it consistently. EEOC guidance explains that selection procedures should be job-related and consistent with business necessity, and UGESP provides guidance on validating selection procedures. (10)
Yes. You can create coding tasks through a built-in code editor, collect short-text explanations, and run structured video response prompts for “explain your thinking” questions. TestInvite also supports many question formats that help you build role-specific workflows.
TestInvite describes multiple exam security options such as time controls, randomization, navigation restrictions, browser lockdown, and proctoring workflows. These features help you standardize conditions, especially when testing at volume.