Period
to 17 November 2017

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 2017 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
England > Yorkshire
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 211 197 243
Rank change year-on-year -14 +46 +34
Permanent jobs citing Mathematics 104 152 124
As % of all permanent IT jobs advertised in Yorkshire 1.06% 1.36% 0.94%
As % of the Processes & Methodologies category 1.18% 1.52% 1.04%
Number of salaries quoted 85 151 106
Yorkshire median annual salary £35,000 £40,000 £27,250
Median salary % change year-on-year -12.50% +46.79% -16.15%
10th Percentile £18,500 £21,250 £20,000
90th Percentile £62,250 £65,000 £45,000
England median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +5.88%

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 8833 10012 11948
As % of all permanent IT jobs advertised in Yorkshire 90.08% 89.48% 90.15%
Number of salaries quoted 7387 8424 9728
Yorkshire median annual salary £42,500 £41,750 £40,000
Median salary % change year-on-year +1.80% +4.38% +1.27%
10th Percentile £26,250 £26,250 £26,000
90th Percentile £61,250 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 2017.

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 2017. 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 +1 72 £33,000 -17.50% 4
South Yorkshire +14 23 £29,500 -12.92%
North Yorkshire -18 8 £40,000 - 1
Mathematics
England

For the 6 months to 17 November 2017, IT jobs citing Mathematics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Yorkshire region with a requirement for Mathematics.

1 57 (54.81%) Degree
2 41 (39.42%) SQL
3 35 (33.65%) Analytical Skills
4 34 (32.69%) Analytics
5 32 (30.77%) Computer Science
6 31 (29.81%) Microsoft Excel
7 28 (26.92%) Finance
8 25 (24.04%) Python
9 24 (23.08%) R
10 22 (21.15%) Microsoft
11 18 (17.31%) Agile Software Development
11 18 (17.31%) Computer Science Degree
12 17 (16.35%) Numerate Degree
12 17 (16.35%) Algorithms
13 16 (15.38%) C++
13 16 (15.38%) SQL Server
14 15 (14.42%) C#
14 15 (14.42%) Statistics
15 14 (13.46%) HTML
15 14 (13.46%) Java
16 13 (12.50%) C
16 13 (12.50%) .NET
16 13 (12.50%) SAS
16 13 (12.50%) MS Access
16 13 (12.50%) Software Engineering
17 12 (11.54%) Marketing
17 12 (11.54%) Data Analysis
17 12 (11.54%) Data Mining
17 12 (11.54%) Business Intelligence
17 12 (11.54%) Microsoft Office

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 13 (12.50%) SAS
2 2 (1.92%) IIS
2 2 (1.92%) SharePoint
3 1 (0.96%) Apache Spark
3 1 (0.96%) Tomcat
Applications
1 31 (29.81%) Microsoft Excel
2 12 (11.54%) Microsoft Office
3 8 (7.69%) SPSS
4 1 (0.96%) Microsoft PowerPoint
4 1 (0.96%) Spreadsheet
Business Applications
1 1 (0.96%) BASE24
Cloud Services
1 7 (6.73%) Google Analytics
1 7 (6.73%) Google Tag Manager
2 4 (3.85%) Amazon AWS
3 1 (0.96%) Office 365
Communications & Networking
1 1 (0.96%) DHCP
1 1 (0.96%) DNS
1 1 (0.96%) LAN
1 1 (0.96%) NAS
1 1 (0.96%) SAN
1 1 (0.96%) TCP/IP
1 1 (0.96%) WAN
Database & Business Intelligence
1 16 (15.38%) SQL Server
2 13 (12.50%) MS Access
3 12 (11.54%) Data Mining
4 9 (8.65%) Big Data
4 9 (8.65%) Data Warehouse
5 6 (5.77%) GIS
6 5 (4.81%) Hadoop
6 5 (4.81%) PostgreSQL
7 4 (3.85%) Apache Cassandra
7 4 (3.85%) Relational Database
7 4 (3.85%) SQL Server Analysis Services
7 4 (3.85%) SQL Server Integration Services
7 4 (3.85%) SQL Server Reporting Services
8 3 (2.88%) NoSQL
9 2 (1.92%) OLAP
9 2 (1.92%) Oracle OLAP
9 2 (1.92%) SAS Enterprise Guide
9 2 (1.92%) SAS Enterprise Miner
10 1 (0.96%) Apache Hive
10 1 (0.96%) SQL Server 2008
Development Applications
1 9 (8.65%) Git (software)
2 6 (5.77%) Selenium
3 4 (3.85%) JIRA
3 4 (3.85%) WebDriver
4 3 (2.88%) Eclipse
4 3 (2.88%) Gradle
4 3 (2.88%) IntelliJ
4 3 (2.88%) Jenkins
4 3 (2.88%) JUnit
4 3 (2.88%) Maven
4 3 (2.88%) Subversion
4 3 (2.88%) Visual Studio
5 2 (1.92%) Team Foundation Server
6 1 (0.96%) Cucumber
6 1 (0.96%) FitNesse
6 1 (0.96%) HP UFT
6 1 (0.96%) SoapUI
6 1 (0.96%) SpecFlow
General
1 28 (26.92%) Finance
2 12 (11.54%) Marketing
3 10 (9.62%) Electronics
4 6 (5.77%) Military
5 4 (3.85%) Banking
5 4 (3.85%) Investment Banking
5 4 (3.85%) Retail
6 3 (2.88%) Telecoms
7 2 (1.92%) Automotive
7 2 (1.92%) Back Office
7 2 (1.92%) Games
8 1 (0.96%) Legal
Job Titles
1 35 (33.65%) Analyst
2 24 (23.08%) Developer
3 17 (16.35%) Data Scientist
4 15 (14.42%) Junior
5 13 (12.50%) Graduate
6 9 (8.65%) Data Analyst
6 9 (8.65%) Software Developer
7 8 (7.69%) Graduate Developer
7 8 (7.69%) Junior Developer
7 8 (7.69%) SQL Analyst
7 8 (7.69%) SQL Server Analyst
8 7 (6.73%) .NET Developer
8 7 (6.73%) C# .NET Developer
8 7 (6.73%) C# Developer
9 6 (5.77%) 2nd Line Support
9 6 (5.77%) C++ Developer
9 6 (5.77%) Software Engineer
10 5 (4.81%) Insight Analyst
10 5 (4.81%) Junior .NET Developer
10 5 (4.81%) Junior C# Developer
Libraries, Frameworks & Software Standards
1 14 (13.46%) HTML
2 13 (12.50%) .NET
3 12 (11.54%) CSS
4 8 (7.69%) XML
5 6 (5.77%) NumPy
6 5 (4.81%) Web Services
7 4 (3.85%) SOAP
7 4 (3.85%) Spring
8 3 (2.88%) AngularJS
8 3 (2.88%) Backbone.js
8 3 (2.88%) Django
8 3 (2.88%) Hibernate
8 3 (2.88%) HTML5
8 3 (2.88%) JMS
8 3 (2.88%) JPA
8 3 (2.88%) JSON
8 3 (2.88%) Node.js
8 3 (2.88%) PostGIS
8 3 (2.88%) RESTful
8 3 (2.88%) Spring Boot
Miscellaneous
1 35 (33.65%) Analytical Skills
2 32 (30.77%) Computer Science
3 17 (16.35%) Algorithms
4 11 (10.58%) Management Information System
5 7 (6.73%) Digital Media
5 7 (6.73%) User Experience
6 6 (5.77%) e-Learning
6 6 (5.77%) Fintech
7 5 (4.81%) Social Media
8 4 (3.85%) Data Structures
8 4 (3.85%) Greenfield Project
9 2 (1.92%) CCTV
9 2 (1.92%) Media Streaming
9 2 (1.92%) Video\Live Streaming
Operating Systems
1 10 (9.62%) Linux
2 7 (6.73%) Windows
3 4 (3.85%) Unix
4 1 (0.96%) CentOS
4 1 (0.96%) Red Hat Enterprise Linux
Processes & Methodologies
1 34 (32.69%) Analytics
2 18 (17.31%) Agile Software Development
3 15 (14.42%) Statistics
4 13 (12.50%) Software Engineering
5 12 (11.54%) Business Intelligence
5 12 (11.54%) Data Analysis
6 10 (9.62%) Machine Learning
6 10 (9.62%) OpenUP
7 9 (8.65%) Economics
7 9 (8.65%) Physics
7 9 (8.65%) Test Automation
8 8 (7.69%) Applied Mathematics
9 7 (6.73%) Data Analytics
9 7 (6.73%) Digital Analytics
9 7 (6.73%) Logistics
9 7 (6.73%) Process Improvement
9 7 (6.73%) Psychology
9 7 (6.73%) SDLC
9 7 (6.73%) Service Delivery
9 7 (6.73%) Web Analytics
Programming Languages
1 41 (39.42%) SQL
2 25 (24.04%) Python
3 24 (23.08%) R
4 16 (15.38%) C++
5 15 (14.42%) C#
6 14 (13.46%) Java
7 13 (12.50%) C
8 10 (9.62%) JavaScript
9 9 (8.65%) VBA
10 7 (6.73%) PL/SQL
11 6 (5.77%) VB
12 4 (3.85%) MATLAB
13 3 (2.88%) VB.NET
14 2 (1.92%) T-SQL
Qualifications
1 57 (54.81%) Degree
2 18 (17.31%) Computer Science Degree
3 17 (16.35%) Numerate Degree
4 7 (6.73%) PhD
5 6 (5.77%) A+ Certification
5 6 (5.77%) MCDST
5 6 (5.77%) Microsoft Certification
5 6 (5.77%) SC Cleared
5 6 (5.77%) Security Cleared
6 4 (3.85%) ACCA
6 4 (3.85%) CIMA
7 1 (0.96%) ISEB
7 1 (0.96%) ISTQB
7 1 (0.96%) MCP
7 1 (0.96%) MOS
Quality Assurance & Compliance
1 9 (8.65%) SLA
2 5 (4.81%) Data Quality
2 5 (4.81%) QA
System Software
1 1 (0.96%) Active Directory
Systems Management
1 1 (0.96%) HP Quality Center
Vendors
1 22 (21.15%) Microsoft
2 9 (8.65%) Google
3 8 (7.69%) Oracle
4 7 (6.73%) Facebook
4 7 (6.73%) Xerox
5 6 (5.77%) Apple
5 6 (5.77%) Cisco
5 6 (5.77%) Dell
5 6 (5.77%) Twitter
6 3 (2.88%) Criteo
6 3 (2.88%) DoubleClick
6 3 (2.88%) Tableau
7 2 (1.92%) HP
8 1 (0.96%) Charles River
8 1 (0.96%) Red Hat
8 1 (0.96%) Siebel