Pandas
England > South West
The table below provides summary statistics and contractor rates for jobs advertised in the South West requiring Pandas skills. It covers contract job vacancies from the 6 months leading up to 18 October 2025, with comparisons to the same periods in the previous two years.
| 6 months to 18 Oct 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 116 | 133 | 145 |
| Rank change year-on-year | +17 | +12 | +18 |
| Contract jobs citing Pandas | 2 | 1 | 7 |
| As % of all contract jobs in the South West | 0.099% | 0.040% | 0.22% |
| As % of the Libraries, Frameworks & Software Standards category | 0.64% | 0.23% | 1.23% |
| Number of daily rates quoted | 2 | 1 | 6 |
| 10th Percentile | £463 | - | £341 |
| 25th Percentile | £473 | £263 | £364 |
| Median daily rate (50th Percentile) | £506 | £275 | £406 |
| Median % change year-on-year | +84.09% | -32.31% | -26.14% |
| 75th Percentile | £548 | £288 | £419 |
| 90th Percentile | £564 | - | £597 |
| England median daily rate | £750 | £800 | £625 |
| % change year-on-year | -6.25% | +28.00% | - |
All Software Libraries and Frameworks
South West
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 the South West.
| Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 314 | 428 | 571 |
| As % of all contract IT jobs advertised in the South West | 15.59% | 17.23% | 17.84% |
| Number of daily rates quoted | 191 | 228 | 421 |
| 10th Percentile | £321 | £360 | £360 |
| 25th Percentile | £413 | £450 | £413 |
| Median daily rate (50th Percentile) | £513 | £550 | £525 |
| Median % change year-on-year | -6.82% | +4.76% | - |
| 75th Percentile | £625 | £638 | £650 |
| 90th Percentile | £681 | £700 | £725 |
| England median daily rate | £510 | £550 | £550 |
| % change year-on-year | -7.27% | - | -4.35% |
| Number of hourly rates quoted | 34 | 45 | 52 |
| 10th Percentile | £61.65 | £65.00 | £48.32 |
| 25th Percentile | - | £66.25 | £48.72 |
| Median hourly rate | £65.00 | £70.00 | £63.75 |
| Median % change year-on-year | -7.14% | +9.80% | -1.92% |
| 75th Percentile | £68.00 | - | £70.00 |
| 90th Percentile | £70.00 | £74.00 | £78.00 |
| England median hourly rate | £54.00 | £65.00 | £56.95 |
| % change year-on-year | -16.92% | +14.14% | -12.38% |
Pandas
Job Vacancy Trend in the South West
Historical trend showing the proportion of contract IT job postings citing Pandas relative to all contract IT jobs advertised in the South West.
Pandas
Daily Rate Trend in the South West
Contractor daily rate distribution trend for jobs in the South West citing Pandas.
Pandas
Hourly Rate Trend in the South West
Contractor hourly rate distribution trend for jobs in the South West citing Pandas.
Pandas
Contract Job Locations in the South West
The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Pandas within the South West region over the 6 months to 18 October 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.
| Location | Rank Change on Same Period Last Year |
Matching Contract IT Job Ads |
Median Daily Rate Past 6 Months |
Median Daily Rate % Change on Same Period Last Year |
Live Jobs |
|---|---|---|---|---|---|
| Bristol | - | 1 | £550 | - | 1 |
| Somerset | - | 1 | £463 | - | |
| Pandas England |
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Pandas
Co-Occurring Skills & Capabilities in the South West 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: