Sales engineer vs solutions engineer vs solutions architect: what the job ads ask of each title
The presales titles overlap, but their job ads put weight in different places: the demo, discovery, the business case or Python. Read each title by where its ads lean.
In this sample, sales engineer ads put the most weight on the demo. Solutions engineer ads also mention demos and proofs of concept often. Presales ads mention discovery most often, while solutions consultant and presales ads mention the business case more than the other titles in the table. Solutions architect and forward deployed engineer ads mention the demo less, and forward deployed engineer ads mention Python most.
Three puzzles to read a title by
The approach I train Sales Engineering teams in starts from three puzzles. Every deal has a technical puzzle, a business value puzzle and a qualification puzzle. The Sales Engineer leads the technical puzzle and shares the other two with the account executive.
The US Bureau of Labor Statistics defines the occupation broadly: sales engineers sell business products or services, such as software or support, that require technical expertise.
Where the ads of each title put their weight
The table covers 1,418 public ads at 163 companies on 3 November 2026. The sample leans toward US software, data and AI companies, and nearly half the ads are from North America. Each figure, from the job ad index, is the average across companies posting the title of the share of each company's ads that mention the term. A mention is not a requirement. Fewer companies post solutions consultant and presales roles, so treat those rows as a direction.
| Title | Companies | Demo | Discovery | Business case, ROI or value selling | Python |
|---|---|---|---|---|---|
| Sales engineer | Companies 44 | Demo 88% | Discovery 49% | Business case, ROI or value selling 16% | Python 33% |
| Solutions engineer | Companies 80 | Demo 72% | Discovery 52% | Business case, ROI or value selling 21% | Python 30% |
| Solutions consultant | Companies 28 | Demo 69% | Discovery 57% | Business case, ROI or value selling 38% | Python 11% |
| Presales | Companies 20 | Demo 62% | Discovery 72% | Business case, ROI or value selling 34% | Python 33% |
| Solutions architect | Companies 55 | Demo 42% | Discovery 47% | Business case, ROI or value selling 11% | Python 41% |
| Forward deployed engineer | Companies 49 | Demo 17% | Discovery 25% | Business case, ROI or value selling 5% | Python 62% |
Sales engineer and solutions engineer: similar emphasis in the ads
The demo leads in both, and both mention the proof of concept or proof of value often: 63% for sales engineer and 58% for solutions engineer.
If an ad stresses the demo and proof, prepare to discuss how you would run them. A proof of value also needs an agreed business outcome.
Solutions consultant and presales: discovery and the business case
Solutions consultant and presales ads still mention the demo often, but the business case comes up more often than in any other title in the table, and presales ads mention discovery most of all. Solutions consultant ads mention a proof of concept far less often (24%) than sales engineer ads (63%), and presales ads sit between, at about half.
Read an ad under either title for what it asks about discovery and the business case. If those are prominent, prepare to explain how you run discovery before the demo and build a case around the buyer's expected outcome.
Solutions architect: technical evaluation
Solutions architect is also a title for roles that are not presales, and in the ads that are presales, the demo comes up less often than for any other title in the table except forward deployed engineer. Python comes up in 41%.
Of the 398 solutions architect ads, Databricks posts 170, alongside 17 solutions engineer ads. GitLab's published job description also uses the title for presales work: its Solutions Architects "are responsible for driving and managing the technology evaluation and validation stages of the sales process". If the ad describes that kind of work, prepare to discuss technical evaluation and architecture. Ask how the interview will test those responsibilities.
Forward deployed engineer: Python and the demo
Forward deployed engineer ads mention Python more than any other title in the table, and the demo and the proof of concept least. Databricks and OpenAI post the most of them, 78 and 21 of the 209 ads.
Bloomberry's analysis of 1,000 forward deployed engineer jobs finds three different jobs under the title and counts about 30% of them as a sales engineer role under a new name. If an FDE offer mentions demos, proofs of concept and the sales team, it may be one of those. Ask how much of the work comes before the contract is signed.
Value engineer: the business case, rarely the demo
Value engineer is a rare title: 12 companies post it, and Celonis posts 66 of its 84 ads. Every one of the 12 companies mentions value selling, a business case or ROI in its ads. Only Celonis also mentions a demo or a proof of concept.
These ads point toward the business value puzzle. They do not tell you whether the work also involves technical evaluation. If the ad stresses a business case, prepare to explain how you would build and defend one with a customer's numbers.
If you are writing the ad
Across all 1,502 ads in the index, including the value engineer ads outside the table, the demo appears more often than business case, ROI or value selling terms: 64% against 18%, averaged per company. MEDDIC or one of its variants appears, on average, in fewer than one in eight of a company's ads, for any title.
If your interview will score value and qualification, say so in the ad. At Leapwork we assessed Sales Engineering candidates on value messaging, how they ran a meeting with executives, how they tied a demo to the customer's objectives, qualification, and their style and creativity. To compare an offer, look for the work its ad describes and ask how the interview will assess it.
Sources
- Sales Engineers, Occupational Outlook Handbook. U.S. Bureau of Labor Statistics, 27 August 2026.
- Solutions Architect, job description library. GitLab, 8 May 2026.
- What I learned analyzing 1K forward deployed engineer jobs. Bloomberry, 18 November 2025.
- SE job ad index, postings of 3 November 2026 (CSV). Jacob Top Møller, 3 November 2026.
Facts last checked on 4 November 2026.