Most In-Demand Solutions Engineering Skills
The most in-demand skills for Solutions Engineering roles right now are ai, cloud, python — ranked across 2931 open postings.
Updated October 27, 2026
| # | Skill | Open postings | 30-day growth |
|---|---|---|---|
| 1 | ai | 189 | +189 |
| 2 | cloud | 151 | +151 |
| 3 | python | 125 | +125 |
| 4 | azure | 124 | +124 |
| 5 | gcp | 122 | +122 |
| 6 | aws | 115 | +115 |
| 7 | api | 112 | +112 |
| 8 | analytics | 108 | +108 |
| 9 | lakehouse | 105 | +105 |
| 10 | databricks | 105 | +105 |
| 11 | unity | 105 | +105 |
| 12 | unity-catalog | 105 | +105 |
| 13 | machine-learning | 88 | +88 |
| 14 | spark | 86 | +86 |
| 15 | typescript | 85 | +85 |
| 16 | data-engineering | 85 | +85 |
| 17 | javascript | 82 | +82 |
| 18 | big-data | 80 | +80 |
| 19 | data-pipelines | 80 | +80 |
| 20 | scala | 78 | +78 |
| 21 | ci-cd | 75 | +75 |
| 22 | mlops | 75 | +75 |
| 23 | distributed-computing | 70 | +70 |
| 24 | bootstrap | 69 | +69 |
| 25 | data-ingestion | 68 | +68 |
| 26 | networking | 50 | +50 |
| 27 | observability | 50 | +50 |
| 28 | pre-sales | 44 | +44 |
| 29 | datadog | 35 | +35 |
| 30 | accessibility | 34 | +34 |
| 31 | java | 31 | +31 |
| 32 | sales-engineering | 29 | +29 |
| 33 | technical-discovery | 28 | +28 |
| 34 | sql | 25 | +25 |
| 35 | automation | 24 | +24 |
| 36 | kubernetes | 24 | +24 |
| 37 | devops | 18 | +18 |
| 38 | developer-experience | 18 | +18 |
| 39 | proof-of-concept | 17 | +17 |
| 40 | cloudflare | 17 | +17 |