Period
to 28 January 2022

The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for Deep Learning skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Deep Learning over the 6 months to 28 January 2022 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Deep Learning
Central London > City of London
6 months to
28 Jan 2022
Same period 2021 Same period 2020
Rank 186 129 196
Rank change year-on-year -57 +67 +47
Contract jobs citing Deep Learning 2 4 10
As % of all contract jobs advertised in the City of London 0.050% 0.19% 0.20%
As % of the Processes & Methodologies category 0.055% 0.21% 0.23%
Number of daily rates quoted 2 3 9
10th Percentile £566 £403 £406
25th Percentile £572 £406 £431
Median daily rate (50th Percentile) £588 £425 £475
Median % change year-on-year +38.24% -10.53% -17.39%
75th Percentile £597 £563 £538
90th Percentile £599 £638 £673
Central London median daily rate £588 £425 £475
% change year-on-year +38.24% -10.53% -17.39%

Deep Learning is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Contract vacancies with a requirement for process or methodology skills 3,655 1,919 4,362
As % of all contract IT jobs advertised in the City of London 91.06% 90.78% 89.02%
Number of daily rates quoted 2,839 1,444 3,402
10th Percentile £375 £313 £319
25th Percentile £475 £413 £413
Median daily rate (50th Percentile) £550 £525 £513
Median % change year-on-year +4.76% +2.44% -
75th Percentile £660 £602 £610
90th Percentile £750 £688 £688
Central London median daily rate £550 £515 £509
% change year-on-year +6.80% +1.23% -0.73%
Number of hourly rates quoted 36 21 49
10th Percentile £19.13 £13.54 £12.03
25th Percentile £33.19 £17.00 £15.00
Median hourly rate £43.50 £26.50 £20.00
Median % change year-on-year +64.15% +32.50% +5.26%
75th Percentile £61.75 £36.50 £25.76
90th Percentile £64.25 £46.00 £52.25
Central London median hourly rate £43.50 £27.00 £21.00
% change year-on-year +61.11% +28.57% +9.09%

Deep Learning
Job Vacancy Trend in the City of London

Job postings citing Deep Learning as a proportion of all IT jobs advertised in the City of London.

Job vacancy trend for Deep Learning in the City of London

Deep Learning
Contractor Daily Rate Trend in the City of London

3-month moving average daily rate quoted in jobs citing Deep Learning in the City of London.

Daily rate trend for Deep Learning in the City of London

For the 6 months to 28 January 2022, IT contractor jobs citing Deep Learning also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the City of London region with a requirement for Deep Learning.

1 2 (100.00%) Python
1 2 (100.00%) Data Science
1 2 (100.00%) Natural Language Processing
2 1 (50.00%) Neo4j
2 1 (50.00%) Machine Learning
2 1 (50.00%) PyTorch
2 1 (50.00%) Entity Linking
2 1 (50.00%) Data Pipeline
2 1 (50.00%) Clean Code
2 1 (50.00%) Analytics
2 1 (50.00%) Bayesian Methods
2 1 (50.00%) TensorFlow
2 1 (50.00%) Fintech
2 1 (50.00%) Computer Vision
2 1 (50.00%) Reinforcement Learning
2 1 (50.00%) Master's Degree
2 1 (50.00%) PhD
2 1 (50.00%) Data Mining
2 1 (50.00%) Neural Network
2 1 (50.00%) Statistics
2 1 (50.00%) Degree
2 1 (50.00%) Computer Science
2 1 (50.00%) SNOMED CT
2 1 (50.00%) R

Deep Learning
Co-occurring IT Skills in the City of London by Category

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

Database & Business Intelligence
1 1 (50.00%) Data Mining
1 1 (50.00%) Neo4j
Job Titles
1 2 (100.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 1 (50.00%) PyTorch
1 1 (50.00%) TensorFlow
Processes & Methodologies
1 2 (100.00%) Data Science
1 2 (100.00%) Natural Language Processing
2 1 (50.00%) Analytics
2 1 (50.00%) Bayesian Methods
2 1 (50.00%) Clean Code
2 1 (50.00%) Computer Science
2 1 (50.00%) Computer Vision
2 1 (50.00%) Data Pipeline
2 1 (50.00%) Entity Linking
2 1 (50.00%) Fintech
2 1 (50.00%) Machine Learning
2 1 (50.00%) Neural Network
2 1 (50.00%) Reinforcement Learning
2 1 (50.00%) Statistics
Programming Languages
1 2 (100.00%) Python
2 1 (50.00%) R
Qualifications
1 1 (50.00%) Degree
1 1 (50.00%) Master's Degree
1 1 (50.00%) PhD
Quality Assurance & Compliance
1 1 (50.00%) SNOMED CT