Period
to 17 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Mathematics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Mathematics over the 6 months to 17 November 2018 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
England > Yorkshire
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 165 212 199
Rank change year-on-year +47 -13 +48
Permanent jobs citing Mathematics 121 104 152
As % of all permanent IT jobs advertised in Yorkshire 1.45% 1.06% 1.36%
As % of the Processes & Methodologies category 1.58% 1.16% 1.48%
Number of salaries quoted 85 85 151
Yorkshire median annual salary £38,500 £35,000 £40,000
Median salary % change year-on-year +10.00% -12.50% +46.79%
10th Percentile £20,000 £18,500 £21,250
90th Percentile £57,500 £62,250 £65,000
England median annual salary £52,500 £50,000 £45,000
% change year-on-year +5.00% +11.11% -

Mathematics 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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 7,641 9,000 10,246
As % of all permanent IT jobs advertised in Yorkshire 91.65% 91.71% 91.57%
Number of salaries quoted 6,227 7,540 8,616
Yorkshire median annual salary £42,500 £42,500 £40,500
Median salary % change year-on-year - +4.94% +1.25%
10th Percentile £26,250 £26,250 £26,000
90th Percentile £61,750 £60,000 £62,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Mathematics
Job Vacancy Trend in Yorkshire

Job postings citing Mathematics as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Mathematics in Yorkshire

Mathematics
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Mathematics in Yorkshire.

Salary trend for Mathematics in Yorkshire

Mathematics
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Mathematics in Yorkshire over the 6 months to 17 November 2018.

Salary histogram for Mathematics in Yorkshire

Mathematics
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mathematics within the Yorkshire region over the 6 months to 17 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
West Yorkshire +42 88 £38,500 +16.67% 25
South Yorkshire -15 14 £45,000 +52.54% 7
North Yorkshire -3 8 £27,000 -32.50% 4
East Yorkshire - 7 £20,000 - 1
Mathematics
England

For the 6 months to 17 November 2018, IT jobs citing Mathematics 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 Yorkshire region with a requirement for Mathematics.

1 61 (50.41%) Degree
2 45 (37.19%) Computer Science
3 43 (35.54%) SQL
4 42 (34.71%) C#
5 35 (28.93%) .NET
6 32 (26.45%) Test Automation
7 28 (23.14%) Python
7 28 (23.14%) Agile Software Development
7 28 (23.14%) Software Engineering
7 28 (23.14%) Analytical Skills
8 27 (22.31%) Microsoft
9 26 (21.49%) Finance
10 24 (19.83%) Analytics
11 21 (17.36%) ASP.NET
12 20 (16.53%) Statistics
13 19 (15.70%) C
14 18 (14.88%) SAS
14 18 (14.88%) Self-Motivation
15 17 (14.05%) Microsoft Excel
16 16 (13.22%) Web Application Development
16 16 (13.22%) R
17 15 (12.40%) ASP.NET MVC
17 15 (12.40%) Software Testing
17 15 (12.40%) QA
17 15 (12.40%) Microsoft Office
17 15 (12.40%) MVC
17 15 (12.40%) Numerate Degree
18 14 (11.57%) Data Analytics
19 13 (10.74%) Microsoft Azure
19 13 (10.74%) Google

Mathematics
Co-occurring IT Skills in 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 18 (14.88%) SAS
2 5 (4.13%) IIS
3 2 (1.65%) Smallworld
4 1 (0.83%) Apache Spark
4 1 (0.83%) Elasticsearch
4 1 (0.83%) Kentico
Applications
1 17 (14.05%) Microsoft Excel
2 15 (12.40%) Microsoft Office
3 5 (4.13%) Microsoft PowerPoint
4 3 (2.48%) Adobe Illustrator
4 3 (2.48%) Photoshop
4 3 (2.48%) SPSS
5 2 (1.65%) EViews
Cloud Services
1 13 (10.74%) Microsoft Azure
2 10 (8.26%) Google Cloud Platform
3 4 (3.31%) SaaS
4 3 (2.48%) npm
5 2 (1.65%) Google Analytics
6 1 (0.83%) Amazon AWS
6 1 (0.83%) NuGet
Communications & Networking
1 1 (0.83%) SMS
Database & Business Intelligence
1 11 (9.09%) SQL Server
2 8 (6.61%) Relational Database
2 8 (6.61%) SAS Enterprise Guide
3 7 (5.79%) MySQL
3 7 (5.79%) SAS Enterprise Miner
4 5 (4.13%) Base SAS
4 5 (4.13%) NoSQL
5 3 (2.48%) Hadoop
5 3 (2.48%) Power BI
6 1 (0.83%) Apache Hive
6 1 (0.83%) Big Data
6 1 (0.83%) Impala
6 1 (0.83%) Microsoft Power View
6 1 (0.83%) PowerPivot
6 1 (0.83%) Qlik Sense
6 1 (0.83%) QlikView
6 1 (0.83%) RavenDB
6 1 (0.83%) Spotfire
6 1 (0.83%) SQL Server Analysis Services
6 1 (0.83%) SQL Server Integration Services
Development Applications
1 12 (9.92%) Selenium
2 11 (9.09%) Team Foundation Server
3 6 (4.96%) JIRA
3 6 (4.96%) Visual Studio
4 5 (4.13%) Git (software)
5 4 (3.31%) Subversion
6 3 (2.48%) Babel
6 3 (2.48%) TeamCity
6 3 (2.48%) webpack
7 1 (0.83%) Cucumber
7 1 (0.83%) Gatling
7 1 (0.83%) GitLab
7 1 (0.83%) Jenkins
7 1 (0.83%) NUnit
7 1 (0.83%) Octopus Deploy
General
1 26 (21.49%) Finance
2 10 (8.26%) Manufacturing
3 9 (7.44%) Retail
4 7 (5.79%) Legal
5 5 (4.13%) Banking
5 5 (4.13%) Games
6 4 (3.31%) Marketing
7 3 (2.48%) Investment Banking
8 2 (1.65%) Czech Language
8 2 (1.65%) Electronics
8 2 (1.65%) Military
8 2 (1.65%) Retail Banking
9 1 (0.83%) Automotive
9 1 (0.83%) Back Office
9 1 (0.83%) Billing
9 1 (0.83%) Front Office
9 1 (0.83%) Law
9 1 (0.83%) Local Government
9 1 (0.83%) Social Science
Job Titles
1 26 (21.49%) Analyst
2 25 (20.66%) Developer
3 14 (11.57%) Junior
3 14 (11.57%) Senior Analyst
4 13 (10.74%) Data Analyst
5 11 (9.09%) Automation Tester
5 11 (9.09%) Tester
6 10 (8.26%) Automation Engineer
6 10 (8.26%) QA Automation Engineer
6 10 (8.26%) QA Engineer
7 9 (7.44%) Consultant
8 8 (6.61%) Implementation Consultant
8 8 (6.61%) Software Engineer
8 8 (6.61%) Solutions Consultant
9 7 (5.79%) Business Consultant
9 7 (5.79%) Junior Developer
9 7 (5.79%) Senior Data Analyst
10 6 (4.96%) 1st Line Support
10 6 (4.96%) Pricing Analyst
10 6 (4.96%) Technical Support
Libraries, Frameworks & Software Standards
1 35 (28.93%) .NET
2 21 (17.36%) ASP.NET
3 15 (12.40%) ASP.NET MVC
4 11 (9.09%) HTML
5 10 (8.26%) AngularJS
6 7 (5.79%) .NET Framework
6 7 (5.79%) React
7 6 (4.96%) CSS
7 6 (4.96%) Vue.js
8 4 (3.31%) JSON
8 4 (3.31%) Unity (Game Engine)
8 4 (3.31%) Unreal Engine
9 2 (1.65%) Angular 2
10 1 (0.83%) D3.js
10 1 (0.83%) jQuery
10 1 (0.83%) Node.js
10 1 (0.83%) Raphaël
10 1 (0.83%) React Native
10 1 (0.83%) TensorFlow
10 1 (0.83%) WPF
Miscellaneous
1 45 (37.19%) Computer Science
2 28 (23.14%) Analytical Skills
3 18 (14.88%) Self-Motivation
4 11 (9.09%) User Experience
5 10 (8.26%) Public Cloud
6 6 (4.96%) Life Science
7 5 (4.13%) Credit Risk
7 5 (4.13%) Management Information System
8 4 (3.31%) Greenfield Project
9 3 (2.48%) Algorithms
9 3 (2.48%) Graphic Design
10 2 (1.65%) Derivative
10 2 (1.65%) Driving Licence
10 2 (1.65%) e-Learning
11 1 (0.83%) Data Protection Act
11 1 (0.83%) Data Structures
11 1 (0.83%) EPoS
11 1 (0.83%) Fixed Income
11 1 (0.83%) iPad
11 1 (0.83%) Semantic Web
Operating Systems
1 9 (7.44%) Windows
2 6 (4.96%) Linux
3 5 (4.13%) Windows Server
4 2 (1.65%) Red Hat Enterprise Linux
5 1 (0.83%) Android
5 1 (0.83%) Apple iOS
5 1 (0.83%) Ubuntu
5 1 (0.83%) Unix
Processes & Methodologies
1 32 (26.45%) Test Automation
2 28 (23.14%) Agile Software Development
2 28 (23.14%) Software Engineering
3 24 (19.83%) Analytics
4 20 (16.53%) Statistics
5 16 (13.22%) Web Application Development
6 15 (12.40%) MVC
6 15 (12.40%) Software Testing
7 14 (11.57%) Data Analytics
8 13 (10.74%) Problem-Solving
9 12 (9.92%) Continuous Delivery
9 12 (9.92%) Economics
10 11 (9.09%) Performance Testing
10 11 (9.09%) SDET
11 10 (8.26%) Data Management
11 10 (8.26%) Physics
11 10 (8.26%) QA Automation
11 10 (8.26%) Stakeholder Management
11 10 (8.26%) Workflow
12 9 (7.44%) Data Analysis
Programming Languages
1 43 (35.54%) SQL
2 42 (34.71%) C#
3 28 (23.14%) Python
4 19 (15.70%) C
5 16 (13.22%) R
6 11 (9.09%) C++
6 11 (9.09%) JavaScript
7 8 (6.61%) PowerShell
8 7 (5.79%) Java
8 7 (5.79%) MATLAB
8 7 (5.79%) Ruby
9 6 (4.96%) T-SQL
10 5 (4.13%) VBA
11 3 (2.48%) Bash Shell
12 2 (1.65%) VB
13 1 (0.83%) Delphi
13 1 (0.83%) ES6
13 1 (0.83%) Perl
13 1 (0.83%) Scala
13 1 (0.83%) Shell Script
Qualifications
1 61 (50.41%) Degree
2 15 (12.40%) Numerate Degree
3 4 (3.31%) Microsoft Certification
4 2 (1.65%) A+ Certification
4 2 (1.65%) Master's Degree
4 2 (1.65%) MCDST
4 2 (1.65%) Postgraduate
4 2 (1.65%) SC Cleared
4 2 (1.65%) Security Cleared
5 1 (0.83%) CCIE
5 1 (0.83%) CCNA
5 1 (0.83%) CCNP
5 1 (0.83%) Cisco Certification
5 1 (0.83%) Computer Science Degree
5 1 (0.83%) MCSE
Quality Assurance & Compliance
1 15 (12.40%) QA
2 2 (1.65%) Data Quality
2 2 (1.65%) SLA
System Software
1 1 (0.83%) Docker
1 1 (0.83%) Firmware
1 1 (0.83%) Hyper-V
Systems Management
1 1 (0.83%) Kubernetes
Vendors
1 27 (22.31%) Microsoft
2 13 (10.74%) Google
3 7 (5.79%) Oracle
3 7 (5.79%) Tableau
4 3 (2.48%) Adobe
4 3 (2.48%) Xerox
5 2 (1.65%) Alteryx
5 2 (1.65%) Apple
5 2 (1.65%) Cisco
5 2 (1.65%) Dell
5 2 (1.65%) Perforce
5 2 (1.65%) Red Hat
6 1 (0.83%) Facebook
6 1 (0.83%) SAP
6 1 (0.83%) Solace
6 1 (0.83%) VMware