Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in West 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 22 November 2017 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
Yorkshire > West Yorkshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 180 199 219
Rank change year-on-year +19 +20 +8
Permanent jobs citing Mathematics 73 85 89
As % of all permanent IT jobs advertised in West Yorkshire 1.07% 1.11% 0.97%
As % of the Processes & Methodologies category 1.17% 1.21% 1.07%
Number of salaries quoted 59 79 77
West Yorkshire median annual salary £33,500 £40,000 £29,000
Median salary % change year-on-year -16.25% +37.93% -17.14%
10th Percentile £18,500 £19,250 £20,000
90th Percentile £65,000 £103,500 £55,000
Yorkshire median annual salary £35,000 £40,000 £27,000
% change year-on-year -12.50% +48.15% -19.40%

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 West Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
West Yorkshire
Permanent vacancies with a requirement for process or methodology skills 6261 7000 8314
As % of all permanent IT jobs advertised in West Yorkshire 91.45% 91.15% 91.06%
Number of salaries quoted 5259 6002 6661
West Yorkshire median annual salary £43,000 £42,500 £42,000
Median salary % change year-on-year +1.18% +1.19% +5.00%
10th Percentile £26,750 £26,750 £26,250
90th Percentile £62,500 £65,000 £60,000
Yorkshire median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +1.27%

Mathematics
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Mathematics in West Yorkshire

Mathematics
Salary Trend in West Yorkshire

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

Salary trend for Mathematics in West Yorkshire

Mathematics
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Mathematics in West Yorkshire over the 6 months to 22 November 2017.

Salary histogram for Mathematics in West Yorkshire

Mathematics
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mathematics within the West Yorkshire region over the 6 months to 22 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
Leeds +38 64 £35,000 -1.41% 6
Wakefield +7 6 £22,500 -21.05% 1
Keighley - 1 £28,000 -
Mathematics
Yorkshire

For the 6 months to 22 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 West Yorkshire region with a requirement for Mathematics.

1 42 (57.53%) Degree
2 33 (45.21%) SQL
3 27 (36.99%) Analytics
4 25 (34.25%) Analytical Skills
5 23 (31.51%) Microsoft Excel
6 22 (30.14%) Computer Science
7 20 (27.40%) Microsoft
8 18 (24.66%) Finance
8 18 (24.66%) Computer Science Degree
9 17 (23.29%) Python
10 15 (20.55%) SQL Server
11 12 (16.44%) C#
11 12 (16.44%) Business Intelligence
11 12 (16.44%) Numerate Degree
12 11 (15.07%) C
12 11 (15.07%) Microsoft Office
12 11 (15.07%) Management Information System
12 11 (15.07%) Agile Software Development
12 11 (15.07%) Software Engineering
12 11 (15.07%) Marketing
12 11 (15.07%) R
12 11 (15.07%) Machine Learning
13 10 (13.70%) Algorithms
13 10 (13.70%) Statistics
13 10 (13.70%) OpenUP
13 10 (13.70%) .NET
14 9 (12.33%) MS Access
14 9 (12.33%) SLA
14 9 (12.33%) VBA
14 9 (12.33%) Data Warehouse

Mathematics
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 9 (12.33%) SAS
2 2 (2.74%) Apache Spark
2 2 (2.74%) IIS
2 2 (2.74%) SharePoint
Applications
1 23 (31.51%) Microsoft Excel
2 11 (15.07%) Microsoft Office
3 5 (6.85%) SPSS
4 1 (1.37%) Microsoft PowerPoint
Cloud Services
1 7 (9.59%) Google Analytics
1 7 (9.59%) Google Tag Manager
2 1 (1.37%) Amazon AWS
2 1 (1.37%) Office 365
Communications & Networking
1 1 (1.37%) DHCP
1 1 (1.37%) DNS
1 1 (1.37%) LAN
1 1 (1.37%) TCP/IP
1 1 (1.37%) WAN
Database & Business Intelligence
1 15 (20.55%) SQL Server
2 9 (12.33%) Data Warehouse
2 9 (12.33%) MS Access
3 7 (9.59%) Data Mining
4 4 (5.48%) Relational Database
4 4 (5.48%) SQL Server Analysis Services
4 4 (5.48%) SQL Server Integration Services
4 4 (5.48%) SQL Server Reporting Services
5 3 (4.11%) Big Data
5 3 (4.11%) Hadoop
6 2 (2.74%) OLAP
6 2 (2.74%) Oracle OLAP
6 2 (2.74%) SAS Enterprise Guide
6 2 (2.74%) SAS Enterprise Miner
7 1 (1.37%) Amazon Redshift
7 1 (1.37%) Apache Cassandra
7 1 (1.37%) Apache Hive
7 1 (1.37%) Presto
Development Applications
1 6 (8.22%) Selenium
2 4 (5.48%) JIRA
2 4 (5.48%) WebDriver
3 2 (2.74%) Git (software)
3 2 (2.74%) Team Foundation Server
3 2 (2.74%) Visual Studio
4 1 (1.37%) Cucumber
4 1 (1.37%) FitNesse
4 1 (1.37%) HP UFT
4 1 (1.37%) SoapUI
4 1 (1.37%) SpecFlow
General
1 18 (24.66%) Finance
2 11 (15.07%) Marketing
3 6 (8.22%) Electronics
3 6 (8.22%) Military
4 4 (5.48%) Retail
5 3 (4.11%) Telecoms
6 2 (2.74%) Back Office
6 2 (2.74%) Games
7 1 (1.37%) Automotive
7 1 (1.37%) Legal
Job Titles
1 31 (42.47%) Analyst
2 11 (15.07%) Data Scientist
3 9 (12.33%) Developer
4 8 (10.96%) Graduate
4 8 (10.96%) Junior
4 8 (10.96%) SQL Analyst
4 8 (10.96%) SQL Server Analyst
5 7 (9.59%) .NET Developer
5 7 (9.59%) C# .NET Developer
5 7 (9.59%) C# Developer
5 7 (9.59%) Data Analyst
6 6 (8.22%) 2nd Line Support
7 5 (6.85%) C++ Developer
7 5 (6.85%) Insight Analyst
7 5 (6.85%) Junior .NET Developer
7 5 (6.85%) Junior C# .NET Developer
7 5 (6.85%) Junior C# Developer
7 5 (6.85%) Junior Developer
7 5 (6.85%) Software Engineer
8 4 (5.48%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 10 (13.70%) .NET
2 8 (10.96%) CSS
2 8 (10.96%) HTML
3 5 (6.85%) XML
4 4 (5.48%) NumPy
5 2 (2.74%) ASP.NET
5 2 (2.74%) COM
6 1 (1.37%) Django
6 1 (1.37%) jQuery
6 1 (1.37%) Kafka
6 1 (1.37%) Keras
6 1 (1.37%) SOAP
6 1 (1.37%) TensorFlow
6 1 (1.37%) Theano
6 1 (1.37%) Torch
6 1 (1.37%) Web Services
6 1 (1.37%) WSDL
6 1 (1.37%) XSD
Miscellaneous
1 25 (34.25%) Analytical Skills
2 22 (30.14%) Computer Science
3 11 (15.07%) Management Information System
4 10 (13.70%) Algorithms
5 7 (9.59%) Digital Media
6 6 (8.22%) e-Learning
6 6 (8.22%) Social Media
7 5 (6.85%) Greenfield Project
8 4 (5.48%) Data Structures
8 4 (5.48%) User Experience
9 2 (2.74%) CCTV
9 2 (2.74%) Media Streaming
9 2 (2.74%) Video\Live Streaming
Operating Systems
1 6 (8.22%) Windows
2 5 (6.85%) Linux
3 1 (1.37%) CentOS
3 1 (1.37%) Red Hat Enterprise Linux
3 1 (1.37%) Unix
Processes & Methodologies
1 27 (36.99%) Analytics
2 12 (16.44%) Business Intelligence
3 11 (15.07%) Agile Software Development
3 11 (15.07%) Machine Learning
3 11 (15.07%) Software Engineering
4 10 (13.70%) OpenUP
4 10 (13.70%) Statistics
5 9 (12.33%) Economics
6 7 (9.59%) Digital Analytics
6 7 (9.59%) Logistics
6 7 (9.59%) Process Improvement
6 7 (9.59%) Psychology
6 7 (9.59%) Service Delivery
6 7 (9.59%) Web Analytics
7 6 (8.22%) Data Visualisation
7 6 (8.22%) Test Automation
7 6 (8.22%) Visualisation
8 5 (6.85%) Data Analytics
8 5 (6.85%) Physics
8 5 (6.85%) Statistical Modelling
Programming Languages
1 33 (45.21%) SQL
2 17 (23.29%) Python
3 12 (16.44%) C#
4 11 (15.07%) C
4 11 (15.07%) R
5 9 (12.33%) VBA
6 8 (10.96%) C++
7 7 (9.59%) PL/SQL
8 5 (6.85%) JavaScript
8 5 (6.85%) VB
9 2 (2.74%) T-SQL
9 2 (2.74%) VB.NET
10 1 (1.37%) MATLAB
Qualifications
1 42 (57.53%) Degree
2 18 (24.66%) Computer Science Degree
3 12 (16.44%) Numerate Degree
4 8 (10.96%) PhD
5 6 (8.22%) A+ Certification
5 6 (8.22%) MCDST
5 6 (8.22%) Microsoft Certification
5 6 (8.22%) SC Cleared
5 6 (8.22%) Security Cleared
6 1 (1.37%) ISEB
6 1 (1.37%) ISTQB
6 1 (1.37%) MCP
6 1 (1.37%) MOS
Quality Assurance & Compliance
1 9 (12.33%) SLA
2 5 (6.85%) Data Quality
3 3 (4.11%) QA
System Software
1 1 (1.37%) Active Directory
Systems Management
1 1 (1.37%) HP Quality Center
Vendors
1 20 (27.40%) Microsoft
2 8 (10.96%) Facebook
2 8 (10.96%) Google
2 8 (10.96%) Oracle
3 7 (9.59%) Xerox
4 6 (8.22%) Apple
4 6 (8.22%) Cisco
4 6 (8.22%) Dell
4 6 (8.22%) Twitter
5 3 (4.11%) Criteo
5 3 (4.11%) DoubleClick
5 3 (4.11%) Tableau
6 1 (1.37%) Charles River
6 1 (1.37%) HP
6 1 (1.37%) Red Hat
6 1 (1.37%) Siebel