Job adverts increasingly list tools the way they once listed degree requirements: as a filter that feels rigorous and mostly is not. It is worth being clear about what a modern seller should actually understand, and how much weight it deserves in a hiring decision.
The categories that matter
Not the brands — the categories. Someone fluent in one product in a category learns the next one in a fortnight.
- CRM. Salesforce or HubSpot. Clean pipeline, honest stage definitions, notes another human can use.
- Conversation intelligence. Gong and similar. The value is not the recording; it is whether they listen back and change something.
- Sequencing and engagement. Outreach, Salesloft. Multi-channel cadences run with restraint.
- Data and intelligence. Apollo, Lusha, Cognism, Clay, LinkedIn Sales Navigator. Finding and enriching the right accounts rather than more accounts.
- AI assistants. ChatGPT and equivalents, used for research, preparation, first drafts and pattern-spotting across won and lost deals.
- Workflow and automation. Removing admin that does not require judgement.
What fluency actually looks like
- They can name a specific task they stopped doing manually, and what they did with the time.
- They edit output rather than sending it. You can hear their own voice in their writing.
- They know where the tooling is unreliable: pricing, competitor claims, anything needing current facts.
- Their CRM is cleaner than average, not messier.
- They have an opinion about something they tried and abandoned.
The warning signs
- Outbound volume up, reply quality down.
- They cannot describe their qualification process without naming a product.
- Everything they send sounds the same, and none of it sounds like them.
- A generated call summary has replaced having listened.
Do not turn this into a checklist
Nobody has used everything, and a strong seller who has never touched Clay will be productive with it inside a month. Screening on platform names filters for people who have worked at well-resourced companies, which is not the same as filtering for capability.
The principle is simpler than a tool list: a strong modern seller understands how technology makes them more effective, and can tell you where it makes them worse.
Where it sits in the decision
Third, in our view. Behind the evidence of what they have done, and behind how they actually sell. Technology fluency is learnable in weeks. Discovery quality, commercial judgement and the ability to earn trust are not.
Technology should buy a seller more time in front of buyers. What happens in those conversations is still the whole job.