Long Short-Term Memory (LSTM)
UK

The following table provides summary statistics for permanent job vacancies with a requirement for LSTM skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited LSTM over the 6 months to 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 902 945 1236
Rank change year-on-year +43 +291 -305
Permanent jobs citing LSTM 5 2 25
As % of all permanent jobs advertised in the UK 0.005% 0.002% 0.015%
As % of the Processes & Methodologies category 0.006% 0.002% 0.015%
Number of salaries quoted 5 2 2
10th Percentile £95,750 - -
25th Percentile £162,500 £82,500 £75,000
Median annual salary (50th Percentile) £175,000 £85,000 £80,000
Median % change year-on-year +105.88% +6.25% -11.11%
75th Percentile £187,500 £87,500 £85,000
90th Percentile - - -
UK excluding London median annual salary - - -

All Process and Methodology Skills
UK

LSTM is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 87,829 90,354 161,874
As % of all permanent jobs advertised in the UK 83.68% 95.46% 95.93%
Number of salaries quoted 61,251 54,292 82,971
10th Percentile £29,250 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £60,800 £60,000
Median % change year-on-year -9.54% +1.33% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

LSTM
Job Vacancy Trend

Job postings citing LSTM as a proportion of all IT jobs advertised.

Job vacancy trend for LSTM in the UK

LSTM
Salary Trend

3-month moving average salary quoted in jobs citing LSTM.

Salary trend for LSTM in the UK

LSTM
Salary Histogram

Salary distribution for jobs citing LSTM over the 6 months to 1 June 2024.

Salary histogram for LSTM in the UK

LSTM
Top 3 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing LSTM within the UK over the 6 months to 1 June 2024. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
London +117 5 £175,000 +105.88% 1
England +39 5 £175,000 +105.88% 1
Work from Home - 1 £175,000 -

LSTM
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Database & Business Intelligence
1 1 (20.00%) Big Data
Job Titles
1 3 (60.00%) Lead
2 1 (20.00%) Data Engineer
2 1 (20.00%) Data Science Engineer
2 1 (20.00%) Principal Engineer
Libraries, Frameworks & Software Standards
1 4 (80.00%) Keras
1 4 (80.00%) OpenACC
1 4 (80.00%) PyTorch
1 4 (80.00%) TensorFlow
Miscellaneous
1 4 (80.00%) Algorithms
1 4 (80.00%) CUDA
1 4 (80.00%) Data Structures
2 1 (20.00%) Ray Tracing
Processes & Methodologies
1 5 (100.00%) Artificial Intelligence
1 5 (100.00%) Deep Learning
1 5 (100.00%) Machine Learning
2 4 (80.00%) Parallel Programming
2 4 (80.00%) Performance Engineering
2 4 (80.00%) Roadmaps
2 4 (80.00%) Software Architecture
3 3 (60.00%) Market Making
4 2 (40.00%) Neural Network
5 1 (20.00%) Convolutional Neural Network
5 1 (20.00%) Data Cleansing
5 1 (20.00%) Data Science
5 1 (20.00%) Natural Language Processing
Programming Languages
1 4 (80.00%) Python
2 1 (20.00%) C++
2 1 (20.00%) Fortran
Qualifications
1 1 (20.00%) DV Cleared
1 1 (20.00%) SC Cleared
1 1 (20.00%) Security Cleared