Natural Language Toolkit (NLTK)
North West > Manchester
The table below provides summary statistics and contractor rates for jobs advertised in Manchester requiring NLTK skills. It covers contract job vacancies from the 6 months leading up to 6 February 2026, with comparisons to the same periods in the previous two years.
| 6 months to 6 Feb 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Rank | 93 | - | - |
| Rank change year-on-year | - | - | - |
| Contract jobs citing NLTK | 1 | 0 | 0 |
| As % of all contract jobs in Manchester | 0.078% | - | - |
| As % of the Libraries, Frameworks & Software Standards category | 0.30% | - | - |
| Number of daily rates quoted | 1 | 0 | 0 |
| 10th Percentile | - | - | - |
| 25th Percentile | £563 | - | - |
| Median daily rate (50th Percentile) | £575 | - | - |
| 75th Percentile | £588 | - | - |
| 90th Percentile | - | - | - |
| North West median daily rate | £575 | - | - |
All Software Libraries and Frameworks
Manchester
NLTK 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 | 337 | 245 | 390 |
| As % of all contract IT jobs advertised in Manchester | 26.37% | 23.54% | 24.24% |
| Number of daily rates quoted | 225 | 174 | 326 |
| 10th Percentile | £337 | £375 | £363 |
| 25th Percentile | £400 | £406 | £425 |
| Median daily rate (50th Percentile) | £450 | £463 | £500 |
| Median % change year-on-year | -2.70% | -7.50% | -4.76% |
| 75th Percentile | £538 | £565 | £575 |
| 90th Percentile | £602 | £646 | £672 |
| North West median daily rate | £450 | £475 | £500 |
| % change year-on-year | -5.26% | -5.00% | - |
| Number of hourly rates quoted | 27 | 0 | 9 |
| 10th Percentile | - | - | £63.75 |
| 25th Percentile | £52.50 | - | £67.50 |
| Median hourly rate | £61.00 | - | £72.50 |
| Median % change year-on-year | - | - | +61.11% |
| 75th Percentile | £77.50 | - | £81.00 |
| 90th Percentile | £86.60 | - | £82.50 |
| North West median hourly rate | £70.00 | £65.50 | £46.18 |
| % change year-on-year | +6.87% | +41.84% | +2.62% |
NLTK
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: