picked.ai/hire/sales-engineer
Hire a sales engineer
How to hire a
sales engineer.
Salary bands, time-to-fill, what good actually looks like, and the assessment we put every candidate through. Built on nine years of validated psychometric data from Neuroworx.
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~30 seconds
Title, level, three must-haves. We syndicate, screen, score, and shortlist. First 50 candidates free.
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£120,000
Median salary · United Kingdom
£100-£140k OTE senior range
42d
Typical time-to-fill
down to 4.2d with Picked
158
Applicants per role
Series A · public posting
9 / 158
Make it to interview
industry · pre-AI screening
Salary bands
What it costs to hire one.
2026 H1 · base + variable
LevelUSUKEURemote
IC1 / Junior SE$88-$120k OTE£55-£75k OTE€59-€80k OTE$73-$99k OTE
IC2 / SE$120-$168k OTE£75-£105k OTE€80-€112k OTE$99-$139k OTE
IC3 / Senior SE$160-$224k OTE£100-£140k OTE€107-€150k OTE$132-$185k OTE
IC4 / Staff SE$221-$304k OTE£138-£190k OTE€148-€203k OTE$182-$251k OTE
IC5 / Principal SE$288-$400k OTE£180-£250k OTE€193-€268k OTE$238-$330k OTE
Source · 2,847 anonymised offers placed via Picked Q4 2025 to Q1 2026. Updated monthly.
What good looks like
Past credentials. Present signals.
01
Technical depth
Can hold a real engineering conversation with the buyer side, not a slide-deck conversation. Has shipped code recently enough to remember the texture.
02
Demo craft
Builds a demo around the buyer, not the product. Cuts the slide they wanted to keep because it does not earn its place in this room.
03
Buyer reading
Notices the moment the buyer disengages and changes course in real time. Can name the signal that told them.
04
Cross-team comms
Holds productive friction with product and engineering. Has gone back to engineering with a feature request and accepted a no.
05
Curiosity
Reads the buyer industry and the product changelog with equal interest. Asks one question per call the buyer was not braced for.
Nine years of Neuroworx outcome data on 14,000 sales engineer hires says: the candidates rated high on technical depth + buyer reading outperform high-prestige-CV candidates by a wide margin in the first twelve months.
Read the paper →
What Picked puts every candidate through
Four stages. Each one written down.
From the Neuroworx item bank · 1,247 items live
01
Triage
CV + cover screened against must-haves. Title, level, language, region, three skills you set. Hard filters first. The model spends no time on people you would not even read.
~12 seconds · $0.12
02
Conversational screen
A 12-minute voice or chat conversation against six structured probes: motivation, scope of last role, the thing they are proudest of, biggest production mistake, what they would build with a free month, why this role.
~12 min · $0.31
03
Role-fit assessment
A scoped task drawn from the bank. Submit a short writeup. Scored against a published rubric on judgement, craft, and pragmatism.
30-60 min · $0.28
04
AI first-round interview
A 20-minute voice interview against six items drawn from the IC3 item bank. Includes behavioural ("tell me about a time"), technical or scenario ("walk me through how you would approach"), and an ownership probe.
~20 min · $0.24
The 1,247 items for sales engineer are split across 42 sub-rubrics. Every item has been calibrated against twelve-month performance outcomes from 14,083 prior hires.
See sample items ↗
Sample interview questions
A few from the item bank.
01
Walk me through the most recent demo you ran. What did you cut from the standard flow and why?
Listen for: A real buyer, a real cut, the reason it earned the cut. The judgement behind the edit.
02
Tell me about a demo that did not land. What did you change for the next one?
Listen for: A specific demo, a specific failure mode, a specific change. The data point that told them it had failed.
03
Walk me through a technical objection you handled this quarter.
Listen for: The real objection, the real answer, the moment the buyer believed them. Honest about whether the product actually solves it.
04
Describe a bake-off or POC you led. What was the win criterion you negotiated up front?
Listen for: A specific criterion the buyer agreed to. A real test plan. The moment they pushed back on a moving goal post.
05
Tell me about a deal you killed because the buyer was the wrong shape. Why?
Listen for: A real account, a clear technical reason, the conversation with the AE about killing it.
See all 30 questions →
Job description template
Copy. Paste. Replace the bracketed bits.
sales-engineer.md
274 words · 3 min read
# [Mid/Senior/Staff] sales engineer · [city] or hybrid

We are hiring our [Nth] sales engineer. You will partner with [N] AEs across [verticals]. The team is [N] SEs today, [N] AEs, and [the sales leader], plus a product engineering team of [N] you will work with daily. Average deal cycle is [N] days, often with a [N]-week POC.

## You will be good here if

- You have run [N]+ demos at the [SMB/mid-market/enterprise] level and can talk about the cuts you made for each buyer.
- You have killed a deal because the buyer was the wrong shape, and the AE agreed with you in the end.
- You can hold a real engineering conversation with the buyer side, not a slide-deck conversation.

## What you will not get

A standard demo to repeat. We expect you to edit the flow for each buyer, push back on engineering when the product needs to change, and accept the no when it does not.

## Compensation

[Currency][low] to [high] base. [low] to [high] percent variable against booked-and-held deals you supported. OTE [Currency][total]. We post the band because we mean it.

## How we hire

30-second post, screen + assessment via Picked, 20-min interview via Picked, one on-site half-day with the team plus a live demo to an engineer. We aim to give a yes or no in 7 days.

## What is the rubric

Technical depth, demo craft, buyer reading, cross-team comms, curiosity. Not the logo count on your last CV.

That is the JD. Apply via [link] or just send a paragraph about the last deal you killed and why.

[Your name], [your title]
Full JD template page →
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Hire sales engineers · Picked.ai