Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 154 187 200
Rank change year-on-year +33 +13 +20
Permanent jobs citing Mathematics 64 49 66
As % of all permanent IT jobs advertised in Leeds 1.29% 0.90% 0.95%
As % of the Processes & Methodologies category 1.40% 0.99% 1.04%
Number of salaries quoted 51 44 63
Leeds median annual salary £35,000 £38,750 £29,000
Median salary % change year-on-year -9.68% +33.62% -3.33%
10th Percentile £18,500 £21,250 £20,600
90th Percentile £65,000 £107,500 £59,000
West Yorkshire median annual salary £33,500 £40,000 £29,000
% change year-on-year -16.25% +37.93% -17.14%

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 Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Permanent vacancies with a requirement for process or methodology skills 4586 4960 6355
As % of all permanent IT jobs advertised in Leeds 92.24% 90.88% 91.93%
Number of salaries quoted 3855 4246 5058
Leeds median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £27,500 £26,250 £27,000
90th Percentile £62,750 £62,500 £60,300
West Yorkshire median annual salary £42,500 £42,500 £42,000
% change year-on-year - +1.19% +5.00%

Mathematics
Job Vacancy Trend in Leeds

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

Job vacancy trend for Mathematics in Leeds

Mathematics
Salary Trend in Leeds

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

Salary trend for Mathematics in Leeds

Mathematics
Salary Histogram in Leeds

The salary distribution of IT jobs citing Mathematics in Leeds over the 6 months to 23 November 2017.

Salary histogram for Mathematics in Leeds

For the 6 months to 23 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 Leeds region with a requirement for Mathematics.

1 33 (51.56%) Degree
2 27 (42.19%) Analytics
3 25 (39.06%) Analytical Skills
3 25 (39.06%) SQL
4 21 (32.81%) Microsoft Excel
5 18 (28.13%) Microsoft
5 18 (28.13%) Finance
6 17 (26.56%) Python
7 16 (25.00%) Computer Science
8 15 (23.44%) SQL Server
9 12 (18.75%) Business Intelligence
9 12 (18.75%) Computer Science Degree
10 11 (17.19%) C
10 11 (17.19%) Management Information System
10 11 (17.19%) Agile Software Development
10 11 (17.19%) R
10 11 (17.19%) Machine Learning
11 10 (15.63%) Algorithms
11 10 (15.63%) Statistics
11 10 (15.63%) OpenUP
11 10 (15.63%) Numerate Degree
12 9 (14.06%) Economics
12 9 (14.06%) VBA
12 9 (14.06%) Microsoft Office
12 9 (14.06%) MS Access
12 9 (14.06%) SLA
12 9 (14.06%) Data Warehouse
13 8 (12.50%) PhD
13 8 (12.50%) Oracle
13 8 (12.50%) Google

Mathematics
Co-occurring IT Skills in Leeds 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 6 (9.38%) SAS
2 2 (3.13%) Apache Spark
2 2 (3.13%) IIS
2 2 (3.13%) SharePoint
Applications
1 21 (32.81%) Microsoft Excel
2 9 (14.06%) Microsoft Office
3 5 (7.81%) SPSS
4 1 (1.56%) Microsoft PowerPoint
Cloud Services
1 7 (10.94%) Google Analytics
1 7 (10.94%) Google Tag Manager
2 1 (1.56%) Amazon AWS
2 1 (1.56%) Office 365
Communications & Networking
1 1 (1.56%) DHCP
1 1 (1.56%) DNS
1 1 (1.56%) LAN
1 1 (1.56%) TCP/IP
1 1 (1.56%) WAN
Database & Business Intelligence
1 15 (23.44%) SQL Server
2 9 (14.06%) Data Warehouse
2 9 (14.06%) MS Access
3 7 (10.94%) Data Mining
4 4 (6.25%) Relational Database
4 4 (6.25%) SQL Server Analysis Services
4 4 (6.25%) SQL Server Integration Services
4 4 (6.25%) SQL Server Reporting Services
5 3 (4.69%) Big Data
5 3 (4.69%) Hadoop
6 2 (3.13%) OLAP
6 2 (3.13%) Oracle OLAP
6 2 (3.13%) SAS Enterprise Guide
6 2 (3.13%) SAS Enterprise Miner
7 1 (1.56%) Amazon Redshift
7 1 (1.56%) Apache Cassandra
7 1 (1.56%) Apache Hive
7 1 (1.56%) Presto
Development Applications
1 6 (9.38%) Selenium
2 4 (6.25%) JIRA
2 4 (6.25%) WebDriver
3 2 (3.13%) Git (software)
3 2 (3.13%) Team Foundation Server
3 2 (3.13%) Visual Studio
4 1 (1.56%) Cucumber
4 1 (1.56%) FitNesse
4 1 (1.56%) HP UFT
4 1 (1.56%) SoapUI
4 1 (1.56%) SpecFlow
General
1 18 (28.13%) Finance
2 8 (12.50%) Marketing
3 6 (9.38%) Electronics
3 6 (9.38%) Military
4 4 (6.25%) Retail
5 3 (4.69%) Telecoms
6 2 (3.13%) Back Office
7 1 (1.56%) Automotive
7 1 (1.56%) Legal
Job Titles
1 28 (43.75%) Analyst
2 11 (17.19%) Data Scientist
3 8 (12.50%) SQL Analyst
3 8 (12.50%) SQL Server Analyst
4 7 (10.94%) Data Analyst
5 6 (9.38%) 2nd Line Support
6 5 (7.81%) Developer
6 5 (7.81%) Graduate
6 5 (7.81%) Insight Analyst
7 4 (6.25%) Business Data Analyst
7 4 (6.25%) Information Analyst
7 4 (6.25%) Junior
7 4 (6.25%) MI Analyst
7 4 (6.25%) SQL Data Analyst
7 4 (6.25%) Web Analyst
8 3 (4.69%) Infrastructure Architect
8 3 (4.69%) QA Analyst
8 3 (4.69%) QA Test Analyst
8 3 (4.69%) Solutions Architect
8 3 (4.69%) Test Analyst
Libraries, Frameworks & Software Standards
1 6 (9.38%) .NET
2 5 (7.81%) XML
3 4 (6.25%) CSS
3 4 (6.25%) HTML
3 4 (6.25%) NumPy
4 2 (3.13%) ASP.NET
4 2 (3.13%) COM
5 1 (1.56%) Django
5 1 (1.56%) jQuery
5 1 (1.56%) Kafka
5 1 (1.56%) Keras
5 1 (1.56%) SOAP
5 1 (1.56%) TensorFlow
5 1 (1.56%) Theano
5 1 (1.56%) Torch
5 1 (1.56%) Web Services
5 1 (1.56%) WSDL
5 1 (1.56%) XSD
Miscellaneous
1 25 (39.06%) Analytical Skills
2 16 (25.00%) Computer Science
3 11 (17.19%) Management Information System
4 10 (15.63%) Algorithms
5 7 (10.94%) Digital Media
6 6 (9.38%) e-Learning
6 6 (9.38%) Social Media
7 5 (7.81%) Greenfield Project
8 4 (6.25%) Data Structures
8 4 (6.25%) User Experience
Operating Systems
1 4 (6.25%) Windows
2 3 (4.69%) Linux
3 1 (1.56%) CentOS
3 1 (1.56%) Red Hat Enterprise Linux
3 1 (1.56%) Unix
Processes & Methodologies
1 27 (42.19%) Analytics
2 12 (18.75%) Business Intelligence
3 11 (17.19%) Agile Software Development
3 11 (17.19%) Machine Learning
4 10 (15.63%) OpenUP
4 10 (15.63%) Statistics
5 9 (14.06%) Economics
6 7 (10.94%) Digital Analytics
6 7 (10.94%) Logistics
6 7 (10.94%) Process Improvement
6 7 (10.94%) Psychology
6 7 (10.94%) Service Delivery
6 7 (10.94%) Web Analytics
7 6 (9.38%) Data Visualisation
7 6 (9.38%) Test Automation
7 6 (9.38%) Visualisation
8 5 (7.81%) Data Analytics
8 5 (7.81%) Physics
8 5 (7.81%) Process Management
8 5 (7.81%) Software Engineering
Programming Languages
1 25 (39.06%) SQL
2 17 (26.56%) Python
3 11 (17.19%) C
3 11 (17.19%) R
4 9 (14.06%) VBA
5 7 (10.94%) PL/SQL
6 6 (9.38%) C#
7 5 (7.81%) VB
8 2 (3.13%) C++
8 2 (3.13%) T-SQL
8 2 (3.13%) VB.NET
9 1 (1.56%) JavaScript
9 1 (1.56%) MATLAB
Qualifications
1 33 (51.56%) Degree
2 12 (18.75%) Computer Science Degree
3 10 (15.63%) Numerate Degree
4 8 (12.50%) PhD
5 6 (9.38%) A+ Certification
5 6 (9.38%) MCDST
5 6 (9.38%) Microsoft Certification
5 6 (9.38%) SC Cleared
5 6 (9.38%) Security Cleared
6 1 (1.56%) ISEB
6 1 (1.56%) ISTQB
6 1 (1.56%) MCP
6 1 (1.56%) MOS
Quality Assurance & Compliance
1 9 (14.06%) SLA
2 5 (7.81%) Data Quality
3 3 (4.69%) QA
System Software
1 1 (1.56%) Active Directory
Systems Management
1 1 (1.56%) HP Quality Center
Vendors
1 18 (28.13%) Microsoft
2 8 (12.50%) Facebook
2 8 (12.50%) Google
2 8 (12.50%) Oracle
3 7 (10.94%) Xerox
4 6 (9.38%) Apple
4 6 (9.38%) Cisco
4 6 (9.38%) Dell
4 6 (9.38%) Twitter
5 3 (4.69%) Criteo
5 3 (4.69%) DoubleClick
5 3 (4.69%) Tableau
6 1 (1.56%) Charles River
6 1 (1.56%) HP
6 1 (1.56%) Red Hat
6 1 (1.56%) Siebel