Polars Contract Job Trends in Manchester
Polars
North West > Manchester
The table below provides summary statistics and contractor rates for jobs advertised in Manchester citing Polars 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 | 133 | - | - |
| Rank change year-on-year | - | - | - |
| Contract jobs citing Polars | 3 | 0 | 0 |
| As % of all contract jobs in Manchester | 0.14% | - | - |
| As % of the Libraries, Frameworks & Software Standards category | 0.53% | - | - |
| Number of daily rates quoted | 3 | 0 | 0 |
| 10th Percentile | £750 | - | - |
| 25th Percentile | £788 | - | - |
| Median daily rate (50th Percentile) | £900 | - | - |
| 75th Percentile | £950 | - | - |
| 90th Percentile | - | - | - |
| North West median daily rate | £900 | - | - |
All Software Libraries and Frameworks
Manchester
Polars 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 Manchester.
| 6 months to 12 Nov 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Contract vacancies citing technical specification, industry standards, software libraries and framework skills | 562 | 237 | 280 |
| As % of all contract jobs advertised in Manchester | 26.15% | 21.76% | 23.63% |
| Number of daily rates quoted | 355 | 170 | 163 |
| 10th Percentile | £400 | £335 | £351 |
| 25th Percentile | £426 | £400 | £413 |
| Median daily rate (50th Percentile) | £525 | £475 | £485 |
| Median % change year-on-year | +10.53% | -2.06% | -5.37% |
| 75th Percentile | £615 | £579 | £575 |
| 90th Percentile | £700 | £651 | £675 |
| North West median daily rate | £525 | £450 | £475 |
| % change year-on-year | +16.67% | -5.26% | -9.52% |
| Number of hourly rates quoted | 41 | 1 | 1 |
| 10th Percentile | £57.50 | - | - |
| 25th Percentile | £62.50 | - | £46.25 |
| Median hourly rate | £75.00 | £70.00 | £47.50 |
| Median % change year-on-year | +7.14% | +47.37% | -30.91% |
| 75th Percentile | £77.00 | - | £48.75 |
| 90th Percentile | £90.00 | - | - |
| North West median hourly rate | £75.00 | £74.26 | £46.84 |
| % change year-on-year | +1.00% | +58.54% | +1.43% |
Polars Daily Rate Histogram in Manchester
Daily rate distribution for jobs citing Polars in Manchester over the 6 months to 12 November 2026.
Polars Co-Occurring Skills & Capabilities in Manchester 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 | Dask | 100.0% | 3 |
| 1 | Jinja | 100.0% | 3 |
| 1 | Kafka | 100.0% | 3 |
| 1 | LangChain | 100.0% | 3 |
| 1 | LlamaIndex | 100.0% | 3 |
| 1 | PySpark | 100.0% | 3 |
| 1 | Snowpark | 100.0% | 3 |