Most In-Demand Solutions Engineering Skills
The most in-demand skills for Solutions Engineering roles right now are ai, cloud, api — ranked across 18709 open postings.
Updated November 1, 2026
| # | Skill | Open postings | 30-day growth |
|---|---|---|---|
| 1 | ai | 1,756 | +1,756 |
| 2 | cloud | 1,464 | +1,464 |
| 3 | api | 1,034 | +1,034 |
| 4 | pre-sales | 954 | +954 |
| 5 | python | 833 | +833 |
| 6 | automation | 784 | +784 |
| 7 | azure | 648 | +648 |
| 8 | aws | 643 | +643 |
| 9 | agentic-ai | 618 | +618 |
| 10 | llm | 588 | +588 |
| 11 | saas | 502 | +502 |
| 12 | machine-learning | 467 | +467 |
| 13 | solution-design | 454 | +454 |
| 14 | gcp | 428 | +428 |
| 15 | javascript | 424 | +424 |
| 16 | sales-engineering | 412 | +412 |
| 17 | analytics | 401 | +401 |
| 18 | sql | 400 | +400 |
| 19 | networking | 381 | +381 |
| 20 | sap | 367 | +367 |
| 21 | erp | 359 | +359 |
| 22 | generative-ai | 342 | +342 |
| 23 | technical-discovery | 317 | +317 |
| 24 | crm | 316 | +316 |
| 25 | ci-cd | 309 | +309 |
| 26 | observability | 303 | +303 |
| 27 | devops | 261 | +261 |
| 28 | agile | 254 | +254 |
| 29 | rest | 251 | +251 |
| 30 | java | 250 | +250 |
| 31 | typescript | 248 | +248 |
| 32 | kubernetes | 247 | +247 |
| 33 | linux | 238 | +238 |
| 34 | microsoft-dynamics | 238 | +238 |
| 35 | proof-of-concept | 230 | +230 |
| 36 | salesforce | 225 | +225 |
| 37 | openai | 199 | +199 |
| 38 | cybersecurity | 197 | +197 |
| 39 | business-development | 187 | +187 |
| 40 | data-science | 180 | +180 |