Pandas Contract Job Trends in the South East
Pandas
England > South East
The table below provides summary statistics and contractor rates for jobs advertised in the South East citing Pandas skills. It covers contract job vacancies from the 6 months leading up to 24 October 2026, with comparisons to the same periods in the previous two years.
| 6 months to 24 Oct 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Rank | 228 | 156 | 174 |
| Rank change year-on-year | -72 | +18 | +22 |
| Contract jobs citing Pandas | 6 | 15 | 2 |
| As % of all contract jobs in the South East | 0.091% | 0.41% | 0.047% |
| As % of the Libraries, Frameworks & Software Standards category | 0.62% | 2.20% | 0.26% |
| Number of daily rates quoted | 5 | 10 | 1 |
| 10th Percentile | - | £404 | - |
| 25th Percentile | £325 | £413 | - |
| Median daily rate (50th Percentile) | £358 | £430 | £400 |
| Median % change year-on-year | -16.86% | +7.50% | -42.86% |
| 75th Percentile | £366 | £485 | - |
| 90th Percentile | £426 | £500 | - |
| England median daily rate | £550 | £725 | £800 |
| % change year-on-year | -24.14% | -9.38% | +28.00% |
All Software Libraries and Frameworks
South East
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 the South East.
| 6 months to 24 Oct 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Contract vacancies citing technical specification, industry standards, software libraries and framework skills | 967 | 682 | 775 |
| As % of all contract jobs advertised in the South East | 14.60% | 18.59% | 18.26% |
| Number of daily rates quoted | 600 | 479 | 518 |
| 10th Percentile | £320 | £288 | £342 |
| 25th Percentile | £439 | £400 | £413 |
| Median daily rate (50th Percentile) | £540 | £475 | £525 |
| Median % change year-on-year | +13.68% | -9.52% | -2.33% |
| 75th Percentile | £638 | £575 | £638 |
| 90th Percentile | £731 | £625 | £675 |
| England median daily rate | £537 | £519 | £550 |
| % change year-on-year | +3.52% | -5.68% | - |
| Number of hourly rates quoted | 86 | 13 | 25 |
| 10th Percentile | £29.07 | £17.06 | £38.50 |
| 25th Percentile | £43.29 | £46.25 | £61.60 |
| Median hourly rate | £67.47 | £50.00 | £62.50 |
| Median % change year-on-year | +34.94% | -20.00% | +5.41% |
| 75th Percentile | £70.38 | £55.00 | £70.00 |
| 90th Percentile | £87.16 | £73.00 | - |
| England median hourly rate | £67.47 | £54.35 | £65.00 |
| % change year-on-year | +24.14% | -16.38% | +13.04% |
Pandas Job Vacancy Trend in the South East
Historical trend showing the proportion of contract IT job postings citing Pandas relative to all contract IT jobs advertised in the South East.
Pandas Daily Rate Trend in the South East
Contractor daily rate distribution trend for jobs in the South East citing Pandas.
Pandas Daily Rate Histogram in the South East
Daily rate distribution for jobs citing Pandas in the South East over the 6 months to 24 October 2026.
Pandas Hourly Rate Trend in the South East
Contractor hourly rate distribution trend for jobs in the South East citing Pandas.
Pandas Contract Job Locations in the South East
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 East region over the 6 months to 24 October 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 |
|---|---|---|---|---|---|
| Berkshire | -27 | 5 | £358 | -28.50% | 2 |
| Thames Valley | -43 | 5 | £358 | -17.82% | 2 |
| West Sussex | - | 1 | - | - | 1 |
| Pandas England |
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Pandas Co-Occurring Skills & Capabilities in the South East 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 | NumPy | 100.0% | 6 |
| 1 | pytest | 100.0% | 6 |
| 3 | Django | 83.3% | 5 |
| 3 | FastAPI | 83.3% | 5 |
| 3 | Flask | 83.3% | 5 |
| 3 | Kafka | 83.3% | 5 |
| 3 | OpenAPI | 83.3% | 5 |
| 3 | RabbitMQ | 83.3% | 5 |
| 3 | RESTful | 83.3% | 5 |
| 3 | Swagger | 83.3% | 5 |
| 11 | Jinja | 50.0% | 3 |
| 12 | boto | 16.7% | 1 |
| 12 | JWT | 16.7% | 1 |
| 12 | Matplotlib | 16.7% | 1 |
| 12 | Plotly | 16.7% | 1 |
| 12 | REST | 16.7% | 1 |
| 12 | SciPy | 16.7% | 1 |
| 12 | Seaborn | 16.7% | 1 |
| 12 | Streamlit | 16.7% | 1 |