Long Short-Term Memory (LSTM)
UK
The table below provides summary statistics and contractor rates for jobs requiring LSTM skills. It covers contract job vacancies from the 6 months leading up to 1 January 2026, with comparisons to the same periods in the previous two years.
| 6 months to 1 Jan 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Rank | 580 | 535 | 589 |
| Rank change year-on-year | -45 | +54 | +195 |
| Contract jobs citing LSTM | 8 | 7 | 6 |
| As % of all contract jobs in the UK | 0.022% | 0.021% | 0.014% |
| As % of the Processes & Methodologies category | 0.024% | 0.024% | 0.016% |
| Number of daily rates quoted | 7 | 7 | 6 |
| 10th Percentile | £624 | £690 | - |
| 25th Percentile | £713 | £725 | £725 |
| Median daily rate (50th Percentile) | £725 | £750 | £750 |
| Median % change year-on-year | -3.33% | - | - |
| 75th Percentile | £738 | £775 | £775 |
| 90th Percentile | - | £790 | - |
| UK excluding London median daily rate | - | - | £750 |
All Process & Methodology Skills
UK
LSTM falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills.
| Contract vacancies with a requirement for process or methodology skills | 32,670 | 29,303 | 37,803 |
| As % of all contract IT jobs advertised in the UK | 88.06% | 88.34% | 87.98% |
| Number of daily rates quoted | 20,630 | 17,837 | 25,180 |
| 10th Percentile | £304 | £308 | £306 |
| 25th Percentile | £406 | £413 | £419 |
| Median daily rate (50th Percentile) | £500 | £525 | £525 |
| Median % change year-on-year | -4.76% | - | -4.55% |
| 75th Percentile | £615 | £638 | £650 |
| 90th Percentile | £725 | £738 | £743 |
| UK excluding London median daily rate | £475 | £500 | £500 |
| % change year-on-year | -5.00% | - | - |
| Number of hourly rates quoted | 2,024 | 946 | 1,523 |
| 10th Percentile | £14.61 | £15.62 | £14.25 |
| 25th Percentile | £17.69 | £20.30 | £18.98 |
| Median hourly rate | £25.15 | £32.50 | £44.50 |
| Median % change year-on-year | -22.62% | -26.97% | +27.14% |
| 75th Percentile | £52.72 | £62.50 | £65.00 |
| 90th Percentile | £69.25 | £74.60 | £77.50 |
| UK excluding London median hourly rate | £23.58 | £30.45 | £45.21 |
| % change year-on-year | -22.58% | -32.65% | +44.86% |
LSTM
Job Vacancy Trend
Historical trend showing the proportion of contract IT job postings citing LSTM relative to all contract IT jobs advertised.
LSTM
Daily Rate Trend
Contractor daily rate distribution trend for jobs in the UK citing LSTM.
LSTM
Daily Rate Histogram
Daily rate distribution for jobs citing LSTM over the 6 months to 1 January 2026.
LSTM
Top 3 Contract Job Locations
The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing LSTM within the UK over the 6 months to 1 January 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 |
Matching Contract IT Job Ads |
Median Daily Rate Past 6 Months |
Median Daily Rate % Change on Same Period Last Year |
Live Jobs |
|---|---|---|---|---|---|
| London | -14 | 8 | £725 | -3.33% | 3 |
| England | -40 | 8 | £725 | -3.33% | 3 |
| Work from Home | -2 | 5 | £725 | -3.33% |
LSTM
Co-Occurring Skills & Capabilities 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:
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