Period
to 20 July 2018

The following table provides summary statistics for contract job vacancies advertised in West Yorkshire 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 20 July 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
Yorkshire > West Yorkshire
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 170 - 168
Rank change year-on-year - +168 +4
Contract jobs citing Machine Learning 4 0 13
As % of all contract IT jobs advertised in West Yorkshire 0.12% - 0.32%
As % of the Processes & Methodologies category 0.13% - 0.37%
Number of daily rates quoted 3 0 10
West Yorkshire median daily rate £425 - £700
Yorkshire median daily rate £425 - £700
Number of hourly rates quoted 0 0 0
West Yorkshire median hourly rate - - -
Yorkshire median hourly rate - - -

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 West Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
West Yorkshire
Contract vacancies with a requirement for process or methodology skills 3,079 2,491 3,529
As % of all contract IT jobs advertised in West Yorkshire 88.83% 87.59% 87.52%
Number of daily rates quoted 2,097 1,697 2,415
West Yorkshire median daily rate £410 £400 £400
Median daily rate % change year-on-year +2.50% - +12.36%
10th Percentile £300 £288 £288
90th Percentile £538 £550 £570
Yorkshire median daily rate £404 £400 £400
% change year-on-year +0.94% - +14.29%
Number of hourly rates quoted 70 54 55
West Yorkshire median hourly rate £17.50 £13.43 £14.50
Median hourly rate % change year-on-year +30.31% -7.38% -13.28%
10th Percentile £11.13 £8.41 £10.20
90th Percentile £40.10 £28.96 £22.95
Yorkshire median hourly rate £20.00 £13.50 £14.50
% change year-on-year +48.15% -6.90% -5.35%

Machine Learning
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Machine Learning in West Yorkshire

Machine Learning
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for Machine Learning in West Yorkshire

Machine Learning
Contract Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Machine Learning within the West Yorkshire region over the 6 months to 20 July 2018. 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
Leeds - 4 £425 - 5
Machine Learning
Yorkshire

For the 6 months to 20 July 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 West Yorkshire region with a requirement for Machine Learning.

1 4 (100.00%) Agile Software Development
2 3 (75.00%) Data Analysis
2 3 (75.00%) Software Engineering
2 3 (75.00%) jQuery
2 3 (75.00%) Unit Testing
2 3 (75.00%) Test Automation
2 3 (75.00%) RESTful
2 3 (75.00%) Hadoop
2 3 (75.00%) Amazon AWS
2 3 (75.00%) JavaScript
2 3 (75.00%) PHP
2 3 (75.00%) MySQL
2 3 (75.00%) Puppet
2 3 (75.00%) Apache Hive
2 3 (75.00%) MongoDB
2 3 (75.00%) Apache Cassandra
2 3 (75.00%) CloudFront
2 3 (75.00%) HBase
2 3 (75.00%) Big Data
2 3 (75.00%) Apache Pig
2 3 (75.00%) Elasticsearch
2 3 (75.00%) Opscode Chef
2 3 (75.00%) Relational Database
2 3 (75.00%) Ansible
2 3 (75.00%) AWS CloudFormation
2 3 (75.00%) API Integration
2 3 (75.00%) Greenfield Project
2 3 (75.00%) Deployment Automation
3 1 (25.00%) Scrum
3 1 (25.00%) Software Delivery

Machine Learning
Co-occurring IT Skills in West Yorkshire 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 3 (75.00%) Apache Pig
1 3 (75.00%) Elasticsearch
Cloud Services
1 3 (75.00%) Amazon AWS
1 3 (75.00%) AWS CloudFormation
1 3 (75.00%) CloudFront
Database & Business Intelligence
1 3 (75.00%) Apache Cassandra
1 3 (75.00%) Apache Hive
1 3 (75.00%) Big Data
1 3 (75.00%) Hadoop
1 3 (75.00%) HBase
1 3 (75.00%) MongoDB
1 3 (75.00%) MySQL
1 3 (75.00%) Relational Database
Job Titles
1 3 (75.00%) Software Engineer
2 2 (50.00%) Lead Software Engineer
3 1 (25.00%) Agile Business Analyst
3 1 (25.00%) Analyst
3 1 (25.00%) Business Analyst
3 1 (25.00%) PHP Software Engineer
3 1 (25.00%) Senior Analyst
3 1 (25.00%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 3 (75.00%) jQuery
1 3 (75.00%) RESTful
Miscellaneous
1 3 (75.00%) Greenfield Project
Processes & Methodologies
1 4 (100.00%) Agile Software Development
2 3 (75.00%) API Integration
2 3 (75.00%) Data Analysis
2 3 (75.00%) Deployment Automation
2 3 (75.00%) Software Engineering
2 3 (75.00%) Test Automation
2 3 (75.00%) Unit Testing
3 1 (25.00%) Coaching
3 1 (25.00%) Scrum
3 1 (25.00%) SDLC
3 1 (25.00%) Software Delivery
Programming Languages
1 3 (75.00%) JavaScript
1 3 (75.00%) PHP
Systems Management
1 3 (75.00%) Ansible
1 3 (75.00%) Opscode Chef
1 3 (75.00%) Puppet