dbt: market
The dbt market currently has 2,147 open roles, 2,047 of them freshly observed. Median salary $8,500/mo. Observed candidate pool — 208.
⚠ salary known for 157 of 2147 jobs; remote share from 1867 with a stated format; 2047 counted as fresh observations; trend and hiring difficulty are not shown
Demand and observed supply
| Open demand | 2,147 |
| Observed supply | 208 |
⚠ candidates matching a vacancy are not counted yet: demand and the observed pool are shown
Salary distribution
One in ten earns under $4,343, one in ten over $16,250. Half the market falls between $5,562 and $13,541. Sample: 157.
Demand geography
| country | jobs |
|---|---|
| US | 628 |
| PL | 249 |
| GB | 118 |
| DE | 118 |
| IN | 111 |
| CA | 61 |
| FR | 42 |
| BR | 35 |
| ES | 34 |
| RU | 31 |
⚠ job counts only: salary by country is not published
Used together with
Roles that use it
| role | jobs |
|---|---|
| Data | 1,106 |
| Analytics Engineer | 547 |
| ML/AI | 123 |
| DevOps | 60 |
| Architect | 44 |
| Fullstack | 38 |
| Product | 38 |
| AI Engineer | 25 |
| Backend | 17 |
| Platform Engineer | 12 |
⚠ the `Other` and `IT` buckets are excluded as non-roles
Demand by grade
| grade | jobs |
|---|---|
| senior | 863 |
| principal | 201 |
| lead | 164 |
| middle | 85 |
| junior | 36 |
⚠ demand side only: the grade of the observed pool is unknown for most of it
Employers
Demand is spread across 1,036 employers. The largest accounts for 8.1%, the top ten for 17.4%; the remaining 82.6% is long tail.
| share | value |
|---|---|
| top-1 | 8.1% |
| top-3 | 11.5% |
| top-10 | 17.4% |
| long tail | 82.6% |
⚠ names are not shown: staffing agencies and end employers are not yet told apart by the classifier
Where Zorky sees this market
Observed across 82 sources; the largest accounts for 37.7% — this market does not rest on a single channel.
Recent openings
- Senior ML Engineer · PL
- Data Engineer Intern / Junior (US Projects) · UZ
- Senior AWS Cloud Data Platform Engineer · UA
- Strategic Real Estate, Growth Strategy Associate · US
- Data Engineer (Mid Level) · IN
- Assistant Manager · IN
- Senior (Sovereign) Data Platform Engineer - m/v/x · NL
- Senior (Sovereign) Data Engineer - m/v/x · NL
Adjacent markets
⚠ adjacent markets for comparison are not defined yet
How this is measured
- Vacancy
- an open job that cleared the quality gate and lists at least two technologies
- Observed candidate
- a candidate whose stack contains this technology; an aggregate — not a single record leaves the perimeter
- Matchable candidate
- not counted yet
- Window
- jobs open at the moment the snapshot was built
About the data
- Some breakdowns are hidden: their data coverage is not yet sufficient.
- Statistics are shown only where the sample clears a quality gate.
- A missing block does not mean a value of zero.
Breakdowns currently hidden: 7.
Data as of 2026-10-20