The table below provides summary statistics and contractor rates for jobs advertised in Manchester requiring Pandas skills. It covers contract job vacancies from the 6 months leading up to 19 December 2025, with comparisons to the same periods in the previous two years.
|
|
6 months to
19 Dec 2025 |
Same period 2024 |
Same period 2023 |
| Rank |
96 |
- |
100 |
| Rank change year-on-year |
- |
- |
- |
| Contract jobs citing Pandas |
1 |
0 |
3 |
| As % of all contract jobs in Manchester |
0.084% |
- |
0.20% |
| As % of the Libraries, Frameworks & Software Standards category |
0.36% |
- |
0.81% |
| Number of daily rates quoted |
1 |
0 |
3 |
| 10th Percentile |
- |
- |
£469 |
| 25th Percentile |
£413 |
- |
£478 |
| Median daily rate (50th Percentile) |
£425 |
- |
£513 |
| 75th Percentile |
£438 |
- |
£531 |
| 90th Percentile |
- |
- |
£531 |
| North West median daily rate |
£425 |
£516 |
£513 |
| % change year-on-year |
-17.56% |
+0.59% |
- |
Pandas falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring technical specification, industry standards, software libraries and framework skills in Manchester.
| Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills |
277 |
214 |
372 |
| As % of all contract IT jobs advertised in Manchester |
23.14% |
19.81% |
24.19% |
| Number of daily rates quoted |
191 |
142 |
315 |
| 10th Percentile |
£335 |
£363 |
£363 |
| 25th Percentile |
£400 |
£413 |
£419 |
| Median daily rate (50th Percentile) |
£450 |
£475 |
£500 |
| Median % change year-on-year |
-5.26% |
-5.00% |
-6.98% |
| 75th Percentile |
£551 |
£550 |
£600 |
| 90th Percentile |
£638 |
£648 |
£674 |
| North West median daily rate |
£450 |
£475 |
£525 |
| % change year-on-year |
-5.26% |
-9.52% |
- |
| Number of hourly rates quoted |
11 |
0 |
8 |
| 10th Percentile |
£52.50 |
- |
£60.50 |
| 25th Percentile |
£53.13 |
- |
£64.06 |
| Median hourly rate |
£57.50 |
- |
£68.75 |
| Median % change year-on-year |
- |
- |
+52.78% |
| 75th Percentile |
£66.75 |
- |
£77.81 |
| 90th Percentile |
£70.00 |
- |
£79.88 |
| North West median hourly rate |
£62.75 |
£65.50 |
£46.18 |
| % change year-on-year |
-4.20% |
+41.84% |
+3.36% |
Pandas
Job Vacancy Trend in Manchester
Historical trend showing the proportion of contract IT job postings citing Pandas relative to all contract IT jobs advertised in Manchester.
Pandas
Daily Rate Trend in Manchester
Contractor daily rate distribution trend for jobs in Manchester citing Pandas.
Pandas
Co-Occurring Skills & Capabilities in Manchester by Category
The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:
