Period
to 17 February 2020

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire 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 17 February 2020 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
East of England > Cambridgeshire
6 months to
17 Feb 2020
Same period 2019 Same period 2018
Rank 68 - 87
Rank change year-on-year - +87 -
Contract jobs citing Deep Learning 5 0 9
As % of all contract IT jobs advertised in Cambridgeshire 0.54% - 0.70%
As % of the Processes & Methodologies category 0.63% - 0.80%
Number of daily rates quoted 0 0 4
Cambridgeshire median daily rate - - £270
East of England median daily rate - - £290
Number of hourly rates quoted 0 0 0
Cambridgeshire median hourly rate - - -
East of England median hourly rate - - -

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 Cambridgeshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Contract vacancies with a requirement for process or methodology skills 792 874 1,123
As % of all contract IT jobs advertised in Cambridgeshire 85.34% 85.35% 87.94%
Number of daily rates quoted 457 466 554
Cambridgeshire median daily rate £450 £436 £400
Median daily rate % change year-on-year +3.15% +9.06% +6.67%
10th Percentile £279 £263 £259
90th Percentile £600 £619 £575
East of England median daily rate £425 £445 £425
% change year-on-year -4.49% +4.71% +6.25%
Number of hourly rates quoted 109 76 106
Cambridgeshire median hourly rate £18.00 £17.50 £40.00
Median hourly rate % change year-on-year +2.86% -56.25% +48.84%
10th Percentile £13.00 £11.21 £12.13
90th Percentile £49.40 £51.88 £52.50
East of England median hourly rate £19.25 £18.00 £34.25
% change year-on-year +6.94% -47.45% +5.38%

Deep Learning
Job Vacancy Trend in Cambridgeshire

Job postings citing Deep Learning as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Deep Learning in Cambridgeshire

Deep Learning
Contractor Daily Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Deep Learning in Cambridgeshire.

Contractor daily rate trend for Deep Learning in Cambridgeshire

Deep Learning
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Deep Learning within the Cambridgeshire region over the 6 months to 17 February 2020. 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
Job
Vacancies
Cambridge - 5 - - 10
Deep Learning
East of England

For the 6 months to 17 February 2020, 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 Cambridgeshire region with a requirement for Deep Learning.

1 5 (100.00%) Python
1 5 (100.00%) Machine Learning
1 5 (100.00%) TensorFlow
2 3 (60.00%) Algorithms
2 3 (60.00%) OpenCV
2 3 (60.00%) Artificial Intelligence
2 3 (60.00%) Image Processing
2 3 (60.00%) Computer Vision
2 3 (60.00%) Data Science
2 3 (60.00%) PyTorch
3 2 (40.00%) Keras
3 2 (40.00%) R
3 2 (40.00%) Pattern Recognition
3 2 (40.00%) Relational Database
3 2 (40.00%) scikit-learn
4 1 (20.00%) C++
4 1 (20.00%) MATLAB
4 1 (20.00%) Digital Signal Processing
4 1 (20.00%) Signal Processing

Deep Learning
Co-occurring IT Skills in Cambridgeshire 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 2 (40.00%) Relational Database
Job Titles
1 3 (60.00%) Data Scientist
2 2 (40.00%) Machine Learning Engineer
2 2 (40.00%) Security Engineer
3 1 (20.00%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 5 (100.00%) TensorFlow
2 3 (60.00%) OpenCV
2 3 (60.00%) PyTorch
3 2 (40.00%) Keras
3 2 (40.00%) scikit-learn
Miscellaneous
1 3 (60.00%) Algorithms
Processes & Methodologies
1 5 (100.00%) Machine Learning
2 3 (60.00%) Artificial Intelligence
2 3 (60.00%) Computer Vision
2 3 (60.00%) Data Science
2 3 (60.00%) Image Processing
3 2 (40.00%) Pattern Recognition
4 1 (20.00%) Digital Signal Processing
4 1 (20.00%) Signal Processing
Programming Languages
1 5 (100.00%) Python
2 2 (40.00%) R
3 1 (20.00%) C++
3 1 (20.00%) MATLAB