The table below looks at the prevalence of the term Mathematics in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Mathematics over the 3 months to 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Mathematics (Maths)
Rank 171 170 210
Rank change year-on-year
-1 +40
Permanent jobs citing Mathematics 96 69 67
As % of all permanent IT jobs located in the North West 1.53% 1.14% 0.90%
As % of the Miscellaneous category 3.74% 3.17% 2.57%
Number of salaries quoted 77 48 55
Median salary £37,500 £37,500 £35,000
Median salary % change year-on-year
- +7.14%
90% offered a salary of more than £23,496 £26,000 £18,900
10% offered a salary of more than £60,000 £52,500 £48,000
UK excluding London median salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -
Mathematics
England

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the North West region.

Miscellaneous Category
North West
Permanent IT job ads with a match in the
Miscellaneous category
2570 2179 2612
As % of all permanent IT jobs located in the North West 41.06% 36.08% 35.24%
Number of salaries quoted 2123 1720 2214
Median salary £40,000 £40,000 £38,500
Median salary % change year-on-year
- +3.89%
90% offered a salary of more than £27,500 £25,000 £25,000
10% offered a salary of more than £60,000 £60,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Mathematics
Jobs Demand Trend in the North West

The demand trend of job ads across the North West region citing Mathematics as a proportion of all IT jobs with a match in the Miscellaneous category.

Mathematics Jobs Demand Trend in the North West

Mathematics
Salary Trend in the North West

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

Mathematics Salary Trend in the North West

Mathematics
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Mathematics across the North West region over the 3 months to 9 December 2016.

Mathematics Salary Histogram in the North West

Mathematics
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mathematics within the North West region over the 3 months to 9 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -10 61 £47,000 +4.44% 13
Cheshire +19 15 £34,000 -8.67% 3
Merseyside -13 7 £38,750 +29.16% 1
Lancashire -2 6 £23,496 -21.68% 4
Mathematics
England

Mathematics
Top 30 Related IT Skills in the North West

For the 6 months to 9 December 2016, 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 North West region with a requirement for Mathematics.

1 93 (56.36%) Degree
2 78 (47.27%) Computer Science
3 60 (36.36%) SQL
4 44 (26.67%) Java
4 44 (26.67%) Analytics
5 43 (26.06%) Statistics
6 42 (25.45%) JavaScript
7 41 (24.85%) Python
8 36 (21.82%) C
8 36 (21.82%) R
9 33 (20.00%) Machine Learning
10 30 (18.18%) Agile Software Development
11 29 (17.58%) Algorithms
12 28 (16.97%) Spring
12 28 (16.97%) SAS
13 27 (16.36%) Oracle
13 27 (16.36%) Linux
13 27 (16.36%) Analytical Skills
13 27 (16.36%) Continuous Improvement
14 25 (15.15%) Software Engineering
14 25 (15.15%) Physics
14 25 (15.15%) Java EE
14 25 (15.15%) Selenium
14 25 (15.15%) Oracle ADF
15 23 (13.94%) Finance
16 21 (12.73%) HTML
16 21 (12.73%) Data Analysis
16 21 (12.73%) Data Analytics
17 19 (11.52%) Big Data
17 19 (11.52%) Economics

Mathematics
Top Related IT Skills in the North West 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 28 (16.97%) SAS
2 6 (3.64%) Apache Spark
3 3 (1.82%) MS Exchange
4 2 (1.21%) GlassFish
4 2 (1.21%) JBoss
4 2 (1.21%) Tomcat
4 2 (1.21%) WebLogic
4 2 (1.21%) WebSphere
5 1 (0.61%) Apache Pig
5 1 (0.61%) Exchange Server 2010
5 1 (0.61%) OpenEdge
5 1 (0.61%) SharePoint
Applications
1 17 (10.30%) MS Excel
2 16 (9.70%) Stata
3 14 (8.48%) SPSS
4 9 (5.45%) MS Office
5 5 (3.03%) MS PowerPoint
6 2 (1.21%) Spreadsheet
7 1 (0.61%) MS Visio
Business Applications
1 4 (2.42%) SAP Oil and Gas
2 1 (0.61%) Adaptiv
2 1 (0.61%) FastStats
Cloud Services
1 4 (2.42%) Office 365
2 1 (0.61%) Amazon AWS
2 1 (0.61%) Microsoft Azure
Communications & Networking
1 7 (4.24%) Intrusion Detection
2 4 (2.42%) DNS
3 3 (1.82%) Broadband
3 3 (1.82%) DHCP
3 3 (1.82%) Wireless
4 2 (1.21%) VoIP
5 1 (0.61%) Bluetooth
5 1 (0.61%) FTP
5 1 (0.61%) Internet
5 1 (0.61%) RFID
5 1 (0.61%) TCP/IP
Database & Business Intelligence
1 19 (11.52%) Big Data
2 18 (10.91%) Data Mining
3 7 (4.24%) Hadoop
4 3 (1.82%) Relational Database
4 3 (1.82%) SQL Server
5 2 (1.21%) NoSQL
5 2 (1.21%) Qlik Sense
5 2 (1.21%) QlikView
6 1 (0.61%) Apache Hive
6 1 (0.61%) BusinessObjects
6 1 (0.61%) Data Warehouse
6 1 (0.61%) Power BI
6 1 (0.61%) SQL Server Reporting Services
Development Applications
1 25 (15.15%) Selenium
2 4 (2.42%) Subversion
2 4 (2.42%) Visual Studio
3 2 (1.21%) Oracle APEX
4 1 (0.61%) JUnit
General
1 23 (13.94%) Finance
2 16 (9.70%) Telecoms
3 15 (9.09%) Legal
4 13 (7.88%) Marketing
4 13 (7.88%) Retail
5 12 (7.27%) Banking
6 10 (6.06%) Electronics
7 9 (5.45%) Advertising
8 6 (3.64%) Manufacturing
8 6 (3.64%) Multimedia
9 4 (2.42%) Games
10 2 (1.21%) Cantonese Language
10 2 (1.21%) Mandarin Language
10 2 (1.21%) Pharmaceutical
11 1 (0.61%) Back Office
Job Titles
1 51 (30.91%) Developer
2 38 (23.03%) Software Developer
3 31 (18.79%) Data Scientist
4 29 (17.58%) SQL Developer
5 28 (16.97%) JavaScript Developer
6 26 (15.76%) Java Developer
7 25 (15.15%) Java Software Developer
8 22 (13.33%) Analyst
9 17 (10.30%) Software Engineer
10 12 (7.27%) Senior Data Scientist
11 8 (4.85%) Front End Developer (Client-Side Developer)
12 7 (4.24%) C# Software Engineer
12 7 (4.24%) C++ Developer
12 7 (4.24%) Consultant
12 7 (4.24%) Graduate
12 7 (4.24%) Information Assurance Consultant
13 6 (3.64%) .NET Software Engineer
13 6 (3.64%) Senior Java Developer
13 6 (3.64%) Senior Software Developer
13 6 (3.64%) Senior Technical Author
Libraries, Frameworks & Software Standards
1 28 (16.97%) Spring
2 25 (15.15%) Java EE
2 25 (15.15%) Oracle ADF
3 21 (12.73%) HTML
4 14 (8.48%) jQuery
5 13 (7.88%) CSS
6 10 (6.06%) .NET
6 10 (6.06%) Node.js
7 8 (4.85%) CSS3
7 8 (4.85%) HTML5
7 8 (4.85%) Twitter Bootstrap
8 5 (3.03%) ASP.NET
8 5 (3.03%) DirectX
8 5 (3.03%) OpenGL
8 5 (3.03%) Spine.js
9 4 (2.42%) MFC
10 3 (1.82%) Web Services
11 2 (1.21%) J2EE
11 2 (1.21%) SOAP
11 2 (1.21%) Struts
Miscellaneous
1 78 (47.27%) Computer Science
2 43 (26.06%) Statistics
3 29 (17.58%) Algorithms
4 27 (16.36%) Analytical Skills
5 25 (15.15%) Physics
6 19 (11.52%) Economics
7 17 (10.30%) Neural Network
8 12 (7.27%) Psychology
9 10 (6.06%) Management Information System
10 8 (4.85%) User Experience
11 5 (3.03%) 3D Graphics
11 5 (3.03%) Enterprise Software
12 4 (2.42%) Driving Licence
12 4 (2.42%) Visualisation
13 3 (1.82%) Credit Risk
14 2 (1.21%) Fat Client
14 2 (1.21%) Robotics
14 2 (1.21%) Thin Client
15 1 (0.61%) Device Driver
15 1 (0.61%) NHS
Operating Systems
1 27 (16.36%) Linux
2 12 (7.27%) Windows
3 5 (3.03%) Android
3 5 (3.03%) Apple iOS
4 4 (2.42%) Windows 7
4 4 (2.42%) Windows Server
5 1 (0.61%) Windows Server 2008
5 1 (0.61%) Windows Server 2012
Processes & Methodologies
1 44 (26.67%) Analytics
2 33 (20.00%) Machine Learning
3 30 (18.18%) Agile Software Development
4 27 (16.36%) Continuous Improvement
5 25 (15.15%) Software Engineering
6 21 (12.73%) Data Analysis
6 21 (12.73%) Data Analytics
7 17 (10.30%) Bayesian Methods
8 14 (8.48%) Business Intelligence
9 13 (7.88%) E-Commerce
9 13 (7.88%) Statistical Analysis
10 12 (7.27%) Statistical Modelling
11 11 (6.67%) Mentoring
12 10 (6.06%) ITIL
13 9 (5.45%) Big Data Analytics
13 9 (5.45%) Cluster Analysis
13 9 (5.45%) Open Source
13 9 (5.45%) Time Management
14 8 (4.85%) Monte Carlo Method
14 8 (4.85%) Stochastic Modelling
Programming Languages
1 60 (36.36%) SQL
2 44 (26.67%) Java
3 42 (25.45%) JavaScript
4 41 (24.85%) Python
5 36 (21.82%) C
5 36 (21.82%) R
6 16 (9.70%) MATLAB
7 13 (7.88%) C++
8 11 (6.67%) VBA
9 10 (6.06%) C#
10 8 (4.85%) Scala
11 5 (3.03%) Perl
11 5 (3.03%) PHP
12 4 (2.42%) VC++
13 2 (1.21%) PL/SQL
13 2 (1.21%) TypeScript
14 1 (0.61%) Embedded C
14 1 (0.61%) PowerShell
14 1 (0.61%) Shell Script
14 1 (0.61%) T-SQL
Qualifications
1 93 (56.36%) Degree
2 18 (10.91%) PhD
3 7 (4.24%) CCNP
3 7 (4.24%) Cisco Certification
3 7 (4.24%) CISM
3 7 (4.24%) CISSP
3 7 (4.24%) DV Cleared
3 7 (4.24%) Security Cleared
4 5 (3.03%) DBS Check
4 5 (3.03%) HND
4 5 (3.03%) Postgraduate
5 4 (2.42%) Microsoft Certification
6 2 (1.21%) Six Sigma Green Belt
7 1 (0.61%) AAT
7 1 (0.61%) MCSE
7 1 (0.61%) MOS
Quality Assurance & Compliance
1 8 (4.85%) Data Quality
2 7 (4.24%) ISO/IEC 27001
3 1 (0.61%) GMP
3 1 (0.61%) QA
System Software
1 11 (6.67%) Active Directory
2 1 (0.61%) Hyper-V
2 1 (0.61%) Microsoft Virtual Server
2 1 (0.61%) Virtual Servers
2 1 (0.61%) VMware Infrastructure
2 1 (0.61%) VMware Workstation
Systems Management
1 1 (0.61%) SCCM
1 1 (0.61%) SCOM
Vendors
1 27 (16.36%) Oracle
2 14 (8.48%) Microsoft
3 8 (4.85%) Cisco
4 6 (3.64%) SAP
5 5 (3.03%) Xamarin
6 2 (1.21%) Citrix
6 2 (1.21%) hybris
7 1 (0.61%) Minitab
7 1 (0.61%) Progress
7 1 (0.61%) Tableau
7 1 (0.61%) Twitter
7 1 (0.61%) VMware
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