Period
to 18 September 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 18 September 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
18 Sep 2020
Same period 2019 Same period 2018
Rank 37 84 -
Rank change year-on-year +47 - +86
Contract jobs citing Deep Learning 3 9 0
As % of all contract jobs advertised in Cambridgeshire 0.98% 0.75% -
As % of the Processes & Methodologies category 1.08% 0.86% -
Number of daily rates quoted 1 7 0
Median daily rate £413 £600 -
Median daily rate % change year-on-year -31.25% - -
East of England median daily rate £544 £600 -
% change year-on-year -9.38% - -
Number of hourly rates quoted 0 0 0
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 277 1,051 1,046
As % of all contract IT jobs advertised in Cambridgeshire 90.52% 87.00% 87.60%
Number of daily rates quoted 167 605 535
Median daily rate £450 £440 £425
Median daily rate % change year-on-year +2.27% +3.53% +13.33%
10th Percentile £285 £263 £263
90th Percentile £650 £625 £575
East of England median daily rate £450 £450 £435
% change year-on-year - +3.45% +2.35%
Number of hourly rates quoted 26 87 103
Median hourly rate £18.00 £17.50 £17.50
Median hourly rate % change year-on-year +2.86% - -53.33%
10th Percentile £13.80 £10.16 £11.21
90th Percentile £53.75 £50.00 £47.50
Median hourly rate £36.00 £17.50 £17.50
% change year-on-year +105.71% - -33.26%

Deep Learning
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Deep Learning in Cambridgeshire

Deep Learning
Contractor Daily Rate Trend in Cambridgeshire

3-month moving average daily rate quoted in jobs citing Deep Learning in Cambridgeshire.

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 18 September 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 +41 3 £413 -31.25% 5
Deep Learning
East of England

For the 6 months to 18 September 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 3 (100.00%) Python
1 3 (100.00%) Machine Learning
2 2 (66.67%) Data Science
3 1 (33.33%) C++
3 1 (33.33%) Linux
3 1 (33.33%) Relational Database
3 1 (33.33%) scikit-learn
3 1 (33.33%) TensorFlow
3 1 (33.33%) Keras
3 1 (33.33%) PhD
3 1 (33.33%) Pharmaceutical
3 1 (33.33%) Bioinformatics
3 1 (33.33%) Biology
3 1 (33.33%) Predictive Modelling
3 1 (33.33%) R

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 1 (33.33%) Relational Database
General
1 1 (33.33%) Pharmaceutical
Job Titles
1 2 (66.67%) Data Scientist
2 1 (33.33%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 1 (33.33%) Keras
1 1 (33.33%) scikit-learn
1 1 (33.33%) TensorFlow
Operating Systems
1 1 (33.33%) Linux
Processes & Methodologies
1 3 (100.00%) Machine Learning
2 2 (66.67%) Data Science
3 1 (33.33%) Bioinformatics
3 1 (33.33%) Biology
3 1 (33.33%) Predictive Modelling
Programming Languages
1 3 (100.00%) Python
2 1 (33.33%) C++
2 1 (33.33%) R
Qualifications
1 1 (33.33%) PhD