Since sales performance affects revenue, retention, and forecasting, hiring sales representatives is one of the highest-impact decisions you make. It’s also a role with meaningful churn: Harvard Business Review has highlighted average annual sales turnover in the 25%–30% range (1).
This guide is designed to be genuinely useful as a repeatable hiring process you can apply across industries, plus industry-specific checklists and assessment ideas.
Industries covered: SaaS, manufacturing, retail, financial services, insurance, pharma, medical device, logistics, media/advertising.
Before you post a job ad, get alignment on how the role actually sells.
Sales motion questions to answer
This step prevents the most common mismatch: hiring a “closer” for a role that’s really pipeline creation, or hiring an inbound rep for a heavy outbound motion.
A scorecard keeps hiring decisions consistent, fast, and defendable.
Sales rep scorecard example
Pick 8–10 competencies, define what “great” looks like, and score each interviewer’s feedback using the same rubric.
Core competencies that translate across industries
If you want a simple weighting model:
Structured interviews are commonly described as asking predefined questions consistently and scoring responses using consistent criteria (2).
Industry experience can help, but it’s not always the biggest predictor of success—especially when the sales motion is different.
Referrals from your top reps and managers
Competitor and adjacent-industry searches
LinkedIn search with motion-specific keywords such as “outbound,” “cold prospecting,” “territory plan,” “enterprise deals,” “renewals”
Communities tied to the industry: logistics groups, SaaS meetups, medical device networks, etc.
Proven lane: has sold to the same buyer type with similar deal cycles
Potential lane: adjacent background but strong skill signals, learning speed, and coachability
Use a short screen to validate basics before deeper interviews.
A high-signal sales screening checklist
Unstructured interviews often over-reward confidence. Structured interviews help you compare candidates more fairly and reliably.
Public HR guidance notes that higher-structure interviews tend to show stronger validity and reliability and less adverse impact (5). Practical HR bodies also recommend structured interviewing to improve consistency and reduce bias (2) (3).
Organize questions around the scorecard, for example:
If you want to reduce mis-hires, add a short work sample. Work samples and simulations are widely used to mirror real tasks (4).
A professional evidence summary from SIOP has highlighted structured interviews and work sample tests among strong predictors of job performance (6).
Sales assessment ideas you can run in under 45 minutes
Choose 2 tasks, not 6. Keep it realistic and respectful.
Cold outreach writing task
Discovery call plan
Objection handling scenarios
Pipeline prioritization
OPM also notes work samples are most appropriate when candidates are expected to possess required competencies upon entry (4).
Tip: Use a 1–5 rubric for each criterion and weight tasks based on what the role actually requires (e.g., writing-heavy roles weight outreach higher).
Below are industry checklists you can copy into your hiring plan.
Look for
Comfort with CRM discipline and stage management
Test with
Common mistake
Look for
Test with
Common mistake
Look for
Test with
Common mistake
Hiring personality over reliability and follow-through.
Look for
Licensing note
If the role involves selling securities, licensing and registration requirements may apply. FINRA describes the Series 7 as assessing competency for an entry-level registered representative (7), and the SEC explains that individuals who want to enter the securities industry to sell securities generally must take the Series 7 exam (8).
Test with
Common mistake
Overvaluing persuasion without verifying compliance judgment.
Look for
Test with
Look for
Compliance note
The PhRMA Code focuses on interactions with healthcare professionals related to marketing of medicines and emphasizes appropriate, accurate communication about benefits and risks (9).
Test with
Common mistake
Look for
Ethics note
AdvaMed provides code guidance on ethical interactions and relationships with healthcare professionals (10).
Test with
Look for
Test with
Look for
Test with
Once you’re hiring in volume, consistency becomes the hard part: the same standards across teams, regions, and hiring managers.
You can use TestInvite to deliver structured, job-relevant assessments such as writing tasks, scenario questions, and even video response prompts.
TestInvite supports many question formats, including multiple choice, short text responses, video interview responses, coding questions, file uploads, and speaking questions, among others (11); while also including exam integrity tools like lockdown browser, multiple proctoring and security options (12) (13).
A simple, candidate-friendly approach:
This keeps the process fair and efficient without turning hiring into a multi-week obstacle course.
(1) Cespedes, F. V., and Weinfurter, D. The Best Ways to Hire Salespeople. Harvard Business Review. (Harvard Business Review)
(2) CIPD. Selection methods fact sheet. (CIPD)
(3) SHRM. Eliminating Biases in Hiring Structured Interviewing and AI solutions. (SHRM)
(4) U.S. Office of Personnel Management. Work Samples and Simulations. (U.S. Office of Personnel Management)
(5) U.S. Office of Personnel Management. Structured Interviews. (U.S. Office of Personnel Management)
(6) SIOP. Is Cognitive Ability the Best Predictor of Job Performance New research says it is time to think again. (siop.org)
(7) FINRA. Series 7 General Securities Representative Exam. (FINRA)
(8) U.S. Securities and Exchange Commission. Series 7 Examination. (SEC)
(9) PhRMA. Code on Interactions with Health Care Professionals. (PhRMA)
(10) AdvaMed. AdvaMed Code of Ethics. (AdvaMed®)
(11) TestInvite. Types of Exam Questions You Can Create and Their Features. (TestInvite)
(12) TestInvite. 18 Anti-Cheating Measures to Secure Online Exams. (TestInvite)
(13) TestInvite. Secure Online Exam Software - Improve Test Security. (TestInvite)
Use a scorecard, structured interviews, and at least one short work sample such as cold outreach writing or a discovery plan (2) (4) (5).
Focus on job-realistic tasks: outreach writing, discovery planning, objection handling scenarios, and pipeline prioritization (4).
Only when the sales motion and constraints truly require it, such as heavily regulated contexts or highly technical environments. Even then, test the core competencies.
Yes. You can build job-relevant sales assessments such as outreach writing, objection handling scenarios, pipeline prioritization tasks, and video responses—then score them with consistent rubrics and using AI-powered evaluation tools. This helps you scale sales hiring while keeping standards consistent across teams.