Period
to 19 December 2018

The following table provides summary statistics for contract job vacancies advertised in Coventry with a requirement for Machine Learning skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Machine Learning over the 6 months to 19 December 2018 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.

Machine Learning
West Midlands > Coventry
6 months to
19 Dec 2018
Same period 2017 Same period 2016
Rank 74 68 86
Rank change year-on-year -6 +18 -
Contract jobs citing Machine Learning 4 4 1
As % of all contract IT jobs advertised in Coventry 0.44% 0.51% 0.095%
As % of the Processes & Methodologies category 0.51% 0.61% 0.11%
Number of daily rates quoted 1 3 1
Coventry median daily rate £600 £315 £600
Median daily rate % change year-on-year +90.48% -47.50% -
West Midlands median daily rate £500 £400 £450
% change year-on-year +25.00% -11.11% -
Number of hourly rates quoted 0 0 0
Coventry median hourly rate - - -
West Midlands median hourly rate - £45.00 £26.00
% change year-on-year - +73.08% -

Machine 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 Coventry with a requirement for process or methodology skills.

All Process and Methodology Skills
Coventry
Contract vacancies with a requirement for process or methodology skills 783 661 938
As % of all contract IT jobs advertised in Coventry 85.39% 84.42% 89.50%
Number of daily rates quoted 509 458 681
Coventry median daily rate £450 £418 £413
Median daily rate % change year-on-year +7.78% +1.21% +10.00%
10th Percentile £281 £251 £300
90th Percentile £588 £540 £550
West Midlands median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 23 25 22
Coventry median hourly rate £13.00 £22.50 £15.00
Median hourly rate % change year-on-year -42.22% +50.00% -21.05%
10th Percentile £10.88 £11.25 £11.28
90th Percentile £37.00 £38.40 £35.38
West Midlands median hourly rate £15.86 £25.12 £17.00
% change year-on-year -36.86% +47.76% -15.00%

Machine Learning
Job Vacancy Trend in Coventry

Job postings citing Machine Learning as a percentage of all IT jobs advertised in Coventry.

Job vacancy trend for Machine Learning in Coventry

Machine Learning
Contractor Daily Rate Trend in Coventry

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

Contractor daily rate trend for Machine Learning in Coventry

For the 6 months to 19 December 2018, IT contractor jobs citing Machine 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 Coventry region with a requirement for Machine Learning.

1 4 (100.00%) Python
1 4 (100.00%) Data Modelling
1 4 (100.00%) SQL
1 4 (100.00%) Big Data
2 3 (75.00%) Statistical Modelling
2 3 (75.00%) Data Virtualisation
2 3 (75.00%) Relational Database
2 3 (75.00%) Flask
2 3 (75.00%) DevOps
2 3 (75.00%) Django
2 3 (75.00%) OWASP
2 3 (75.00%) Test Automation
2 3 (75.00%) Hadoop
2 3 (75.00%) Microsoft Azure
2 3 (75.00%) MongoDB
2 3 (75.00%) Apache Cassandra
2 3 (75.00%) NoSQL
2 3 (75.00%) Oracle
2 3 (75.00%) RDBMS
2 3 (75.00%) Microsoft
2 3 (75.00%) PostgreSQL
2 3 (75.00%) Agile Software Development
2 3 (75.00%) Data Management
2 3 (75.00%) GraphQL
2 3 (75.00%) Cosmos DB
2 3 (75.00%) C#
3 1 (25.00%) Creative Thinking
3 1 (25.00%) Data Science
3 1 (25.00%) Decision-Making
3 1 (25.00%) Problem-Solving

Machine Learning
Co-occurring IT Skills in Coventry 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:

Application Platforms
1 1 (25.00%) SAS
Cloud Services
1 3 (75.00%) Microsoft Azure
Database & Business Intelligence
1 4 (100.00%) Big Data
2 3 (75.00%) Apache Cassandra
2 3 (75.00%) Cosmos DB
2 3 (75.00%) Hadoop
2 3 (75.00%) MongoDB
2 3 (75.00%) NoSQL
2 3 (75.00%) PostgreSQL
2 3 (75.00%) RDBMS
2 3 (75.00%) Relational Database
General
1 1 (25.00%) Banking
1 1 (25.00%) Finance
1 1 (25.00%) Financial Institution
Job Titles
1 3 (75.00%) Big Data Developer
1 3 (75.00%) Developer
2 1 (25.00%) Django Developer
Libraries, Frameworks & Software Standards
1 3 (75.00%) Django
1 3 (75.00%) Flask
1 3 (75.00%) GraphQL
Miscellaneous
1 1 (25.00%) Analytical Skills
Processes & Methodologies
1 4 (100.00%) Data Modelling
2 3 (75.00%) Agile Software Development
2 3 (75.00%) Data Management
2 3 (75.00%) Data Virtualisation
2 3 (75.00%) DevOps
2 3 (75.00%) OWASP
2 3 (75.00%) Statistical Modelling
2 3 (75.00%) Test Automation
3 1 (25.00%) Analytics
3 1 (25.00%) Anti-Money Laundering
3 1 (25.00%) Business Intelligence
3 1 (25.00%) Creative Thinking
3 1 (25.00%) Data Analytics
3 1 (25.00%) Data Science
3 1 (25.00%) Decision-Making
3 1 (25.00%) Problem-Solving
3 1 (25.00%) Project Management
3 1 (25.00%) Stakeholder Management
3 1 (25.00%) Visualisation
Programming Languages
1 4 (100.00%) Python
1 4 (100.00%) SQL
2 3 (75.00%) C#
Qualifications
1 1 (25.00%) Degree
Vendors
1 3 (75.00%) Microsoft
1 3 (75.00%) Oracle