Pandas Contract Job Trends in Hertfordshire
Pandas
East of England > Hertfordshire
The table below provides summary statistics and contractor rates for jobs advertised in Hertfordshire citing Pandas skills. It covers contract job vacancies from the 6 months leading up to 12 November 2026, with comparisons to the same periods in the previous two years.
| 6 months to 12 Nov 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Rank | 74 | 57 | 45 |
| Rank change year-on-year | -17 | -12 | - |
| Contract jobs citing Pandas | 4 | 2 | 1 |
| As % of all contract jobs in Hertfordshire | 0.43% | 0.36% | 0.22% |
| As % of the Libraries, Frameworks & Software Standards category | 3.42% | 1.45% | 1.43% |
| Number of daily rates quoted | 2 | 1 | 1 |
| 10th Percentile | £428 | - | - |
| 25th Percentile | £431 | - | £588 |
| Median daily rate (50th Percentile) | £450 | £525 | £625 |
| Median % change year-on-year | -14.29% | -16.00% | - |
| 75th Percentile | £469 | - | £663 |
| 90th Percentile | £473 | - | - |
| East of England median daily rate | £425 | £438 | £319 |
| % change year-on-year | -2.86% | +37.15% | -32.84% |
All Software Libraries and Frameworks
Hertfordshire
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 citing technical specification, industry standards, software libraries and framework skills in Hertfordshire.
| 6 months to 12 Nov 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Contract vacancies citing technical specification, industry standards, software libraries and framework skills | 117 | 138 | 70 |
| As % of all contract jobs advertised in Hertfordshire | 12.43% | 25.14% | 15.25% |
| Number of daily rates quoted | 61 | 49 | 36 |
| 10th Percentile | £153 | £405 | £306 |
| 25th Percentile | £450 | £463 | £342 |
| Median daily rate (50th Percentile) | £525 | £550 | £450 |
| Median % change year-on-year | -4.55% | +22.22% | -10.00% |
| 75th Percentile | £638 | £713 | £578 |
| 90th Percentile | £825 | £825 | £625 |
| East of England median daily rate | £510 | £500 | £413 |
| % change year-on-year | +2.00% | +21.21% | -17.50% |
| Number of hourly rates quoted | 17 | 49 | 11 |
| 10th Percentile | - | £42.65 | £62.50 |
| 25th Percentile | £65.00 | £43.00 | - |
| Median hourly rate | £85.00 | £65.00 | £65.00 |
| Median % change year-on-year | +30.77% | - | - |
| 75th Percentile | £92.11 | £66.50 | £66.25 |
| 90th Percentile | - | £76.25 | £67.50 |
| East of England median hourly rate | £73.50 | £64.25 | £65.00 |
| % change year-on-year | +14.40% | -1.15% | +14.98% |
Pandas Job Vacancy Trend in Hertfordshire
Historical trend showing the proportion of contract IT job postings citing Pandas relative to all contract IT jobs advertised in Hertfordshire.
Pandas Daily Rate Trend in Hertfordshire
Contractor daily rate distribution trend for jobs in Hertfordshire citing Pandas.
Pandas Contract Job Locations in Hertfordshire
The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Pandas within the Hertfordshire region over the 6 months to 12 November 2026. 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 |
Job Ads Past 6 Months |
Median Daily Rate Past 6 Months |
Median Daily Rate % Change on Same Period Last Year |
Live Jobs |
|---|---|---|---|---|---|
| Stevenage | -14 | 4 | £450 | -14.29% | |
| Pandas East of England |
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Pandas Co-Occurring Skills & Capabilities in Hertfordshire by Category
The table below expands on the one above by listing co-occurrences one category at a time. It covers the same employment type, locality and period, with up to 20 co-occurrences in each category.
Libraries, Frameworks & Software Standards
| Rank | Skill | Share | Job Ads |
|---|---|---|---|
| 1 | pytest | 100.0% | 4 |
| 1 | XML | 100.0% | 4 |
| 1 | XML Schema | 100.0% | 4 |
| 4 | Great Expectations | 75.0% | 3 |
| 5 | XSD | 50.0% | 2 |