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Assessing outbound sales development

Cold prospecting roles whose whole output is starting a conversation with someone who did not ask to be contacted.

Sales development is not junior account executive work and should not be hired like it. The output is not revenue, it is a qualified conversation handed to someone else, and the daily reality is volume: the Bridge Group's 2025 research puts median daily activity at 112 touches — 44 phone, 41 email, 19 LinkedIn, 8 text or other — producing 4.1 quality conversations. The scarce skill lives entirely inside those four. Everything up to them is throughput that tooling and management already measure. What nobody measures before hiring is what the candidate does in the twenty seconds after a stranger says "who is this?"

The hiring problem is unusually acute here because the candidate pool is early-career by design, so the CV carries almost no signal, while the churn is the highest of any commercial seat. The 40 percent median attrition is also worth reading carefully rather than as a single bad number: the study decomposes it into 13 percent involuntary, 11 percent voluntary and 16 percent promotions. The promotions are the point. This is a feeder seat, so the hiring manager is really predicting two things at once — can this person survive the cold call now, and will they be the AE we promote in eighteen months. Those are different bets and most screening processes conflate them.

What separates the top quartile is not energy or resilience in the abstract. It is (a) handling the first brush-off without either collapsing or bulldozing, (b) qualifying honestly against the criteria rather than booking a junk meeting to make the weekly number — the single most expensive habit in the function, because it moves the cost downstream to an AE who then blames marketing — and (c) writing a follow-up that references what the prospect actually said rather than a template with a merge field. The status quo screening is a role-play in the final interview run by the hiring manager, who is neither a neutral buyer nor able to resist tipping the candidate off, and who has already decided by then. A simulated prospect who is genuinely uninterested, mildly rude, and has one real buried pain produces a comparable artefact across every candidate. One constraint to state plainly to any buyer: score the objection handling and the qualification discipline, never the accent, dialect or speech manner, which are protected- characteristic proxies and belong nowhere in an outbound mark scheme.

Why this work can be assessed

The job is a hostile thirty-second opening plus the follow-up message that survives it. Both halves fit inside a single simulated call and a written artefact, and the candidate has no product tenure to hide behind.

Roles in this family

Appointment SetterThe trial day is scored on the exact number the role's failure mode inflates. Appointments set is what the setter is paid on …Sales Development RepresentativeThe hiring-manager role-play fails for a reason peculiar to this seat. The job is defined by talking to someone who does not want …

Sources

Every figure on this page is traceable. Where a claim could not be sourced it is stated qualitatively instead.

  1. The Bridge Group, SDR Models, Motions & Metrics 2025 Research Report (351 B2B companies; 78 percent North America, 83 percent B2B SaaS; median revenue $47M), 2025, https://www.bridgegroupinc.com/research/2025-sdr-models-metrics-report-the-bridge-group
  2. US Bureau of Labor Statistics, 2018 Standard Occupational Classification Definitions (full occupation list; contains no 'sales development' or 'business development' title), https://www.bls.gov/soc/2018/soc_2018_definitions.pdf

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