Period
to 16 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Warwickshire with a requirement for Machine Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Machine Learning over the 6 months to 16 November 2018 with a comparison to the same period in the previous 2 years.

Machine Learning
West Midlands > Warwickshire
6 months to
16 Nov 2018
Same period 2017 Same period 2016
Rank 64 60 109
Rank change year-on-year -4 +49 +4
Permanent jobs citing Machine Learning 8 48 6
As % of all permanent IT jobs advertised in Warwickshire 1.11% 3.74% 0.49%
As % of the Processes & Methodologies category 1.21% 4.12% 0.53%
Number of salaries quoted 7 47 6
Warwickshire median annual salary £42,500 £35,000 £42,500
Median salary % change year-on-year +21.43% -17.65% -
10th Percentile £26,750 £27,500 £37,125
90th Percentile £52,550 £47,500 £50,000
West Midlands median annual salary £42,500 £40,000 £23,000
% change year-on-year +6.25% +73.91% -31.85%

Machine Learning is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Warwickshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Warwickshire
Permanent vacancies with a requirement for process or methodology skills 660 1,166 1,138
As % of all permanent IT jobs advertised in Warwickshire 91.29% 90.81% 92.82%
Number of salaries quoted 516 1,059 875
Warwickshire median annual salary £42,500 £37,500 £38,500
Median salary % change year-on-year +13.33% -2.60% +2.67%
10th Percentile £26,792 £23,750 £22,750
90th Percentile £67,500 £60,000 £57,500
West Midlands median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -

Machine Learning
Job Vacancy Trend in Warwickshire

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

Job vacancy trend for Machine Learning in Warwickshire

Machine Learning
Salary Trend in Warwickshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning in Warwickshire.

Salary trend for Machine Learning in Warwickshire

Machine Learning
Salary Histogram in Warwickshire

The salary distribution of IT jobs citing Machine Learning in Warwickshire over the 6 months to 16 November 2018.

Salary histogram for Machine Learning in Warwickshire

Machine Learning
Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the Warwickshire region over the 6 months to 16 November 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Warwick +9 2 £28,500 -19.72%
Leamington Spa +18 1 £42,500 -
Nuneaton - 1 £42,500 -
Gaydon - 1 £57,000 -
Machine Learning
West Midlands

For the 6 months to 16 November 2018, IT 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 permanent job ads across the Warwickshire region with a requirement for Machine Learning.

1 5 (62.50%) SQL
1 5 (62.50%) Amazon AWS
2 4 (50.00%) Big Data
2 4 (50.00%) Python
2 4 (50.00%) Business Intelligence
2 4 (50.00%) Data Science
3 3 (37.50%) E-Commerce
3 3 (37.50%) Retail
3 3 (37.50%) Degree
3 3 (37.50%) JavaScript
3 3 (37.50%) NoSQL
3 3 (37.50%) Node.js
3 3 (37.50%) Microsoft Azure
4 2 (25.00%) Agile Software Development
4 2 (25.00%) Hadoop
4 2 (25.00%) PaaS
4 2 (25.00%) Robotics
4 2 (25.00%) Mathematics
4 2 (25.00%) QlikView
4 2 (25.00%) Unit Testing
4 2 (25.00%) Integration Testing
4 2 (25.00%) JSUnit
4 2 (25.00%) Tableau
4 2 (25.00%) R
4 2 (25.00%) Mocha
4 2 (25.00%) Stakeholder Engagement
4 2 (25.00%) Apache Hive
4 2 (25.00%) Marketing Strategy
4 2 (25.00%) Data Quality
4 2 (25.00%) Customer Insight

Machine Learning
Co-occurring IT Skills in Warwickshire 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 2 (25.00%) Apache Spark
Cloud Services
1 5 (62.50%) Amazon AWS
2 3 (37.50%) Microsoft Azure
3 2 (25.00%) IaaS
3 2 (25.00%) IBM Cloud
3 2 (25.00%) PaaS
Database & Business Intelligence
1 4 (50.00%) Big Data
2 3 (37.50%) NoSQL
3 2 (25.00%) Amazon QuickSight
3 2 (25.00%) Apache Hive
3 2 (25.00%) Hadoop
3 2 (25.00%) Power BI
3 2 (25.00%) QlikView
4 1 (12.50%) MongoDB
4 1 (12.50%) MySQL
Development Applications
1 2 (25.00%) JSUnit
1 2 (25.00%) Mocha
1 2 (25.00%) Sinon.JS
General
1 3 (37.50%) Retail
2 2 (25.00%) Marketing
3 1 (12.50%) Finance
3 1 (12.50%) Manufacturing
Job Titles
1 4 (50.00%) Developer
2 3 (37.50%) Data Scientist
3 2 (25.00%) Artificial Intelligence Developer
4 1 (12.50%) Architect
4 1 (12.50%) Business Intelligence Developer
4 1 (12.50%) Data Architect
4 1 (12.50%) Lead Architect
4 1 (12.50%) Lead Data Architect
4 1 (12.50%) Lead Developer
4 1 (12.50%) Lead PHP Developer
4 1 (12.50%) Lead Solutions Architect
4 1 (12.50%) PHP Developer
4 1 (12.50%) Senior Developer
4 1 (12.50%) Senior PHP Developer
4 1 (12.50%) Solutions Architect
Libraries, Frameworks & Software Standards
1 3 (37.50%) Node.js
2 2 (25.00%) AngularJS
2 2 (25.00%) Chai
2 2 (25.00%) CSS
2 2 (25.00%) HTML
2 2 (25.00%) LESS
2 2 (25.00%) React
2 2 (25.00%) TensorFlow
3 1 (12.50%) LAMP
3 1 (12.50%) RESTful
Miscellaneous
1 2 (25.00%) Analytical Skills
1 2 (25.00%) Robotics
Processes & Methodologies
1 4 (50.00%) Business Intelligence
1 4 (50.00%) Data Science
2 3 (37.50%) E-Commerce
3 2 (25.00%) Agile Software Development
3 2 (25.00%) Artificial Intelligence
3 2 (25.00%) Customer Insight
3 2 (25.00%) Integration Testing
3 2 (25.00%) Marketing Strategy
3 2 (25.00%) Mathematics
3 2 (25.00%) OO
3 2 (25.00%) OOP
3 2 (25.00%) Stakeholder Engagement
3 2 (25.00%) Statistics
3 2 (25.00%) Unit Testing
4 1 (12.50%) Analytics
4 1 (12.50%) Data Visualisation
4 1 (12.50%) Decision-Making
4 1 (12.50%) Logistic Regression
4 1 (12.50%) Master Data Management
4 1 (12.50%) Waterfall
Programming Languages
1 5 (62.50%) SQL
2 4 (50.00%) Python
3 3 (37.50%) JavaScript
4 2 (25.00%) C#
4 2 (25.00%) R
5 1 (12.50%) PHP
Qualifications
1 3 (37.50%) Degree
2 1 (12.50%) TOGAF Certification
Quality Assurance & Compliance
1 2 (25.00%) Data Quality
Vendors
1 2 (25.00%) IBM
1 2 (25.00%) Tableau
2 1 (12.50%) Google
2 1 (12.50%) Twitter