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 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Mathematics (Maths)
England / North West
Rank 153 167 221
Rank change year-on-year
+14 +54
Permanent jobs citing Mathematics 94 70 31
As % of all permanent IT jobs located in the North West 1.59% 1.29% 0.45%
As % of the Miscellaneous category 3.78% 3.44% 1.26%
Number of salaries quoted 69 48 28
Median salary £37,500 £46,250 £35,750
Median salary % change year-on-year
-18.91% +29.37%
90% offered a salary of more than £23,296 £29,250 £25,700
10% offered a salary of more than £60,000 £52,500 £60,000
UK excluding London median salary £42,500 £40,000 £38,500
% change year-on-year
+6.25% +3.89%

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
2484 2032 2452
As % of all permanent IT jobs located in the North West 42.07% 37.35% 35.94%
Number of salaries quoted 2035 1612 2107
Median salary £40,000 £40,000 £38,000
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £27,000 £25,000 £24,500
10% offered a salary of more than £60,000 £65,000 £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 16 January 2017.

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 16 January 2017. 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 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 -9 61 £47,000 +4.44% 8
Cheshire +18 12 £34,000 -28.42% 3
Merseyside -10 8 £22,500 - 4
Lancashire -5 6 £23,496 -21.68% 1
Mathematics
England

Mathematics
Top 30 Related IT Skills in the North West

For the 6 months to 16 January 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 North West region with a requirement for Mathematics.

1 96 (60.38%) Degree
2 78 (49.06%) Computer Science
3 58 (36.48%) SQL
4 48 (30.19%) Statistics
4 48 (30.19%) Analytics
5 41 (25.79%) Python
6 40 (25.16%) Java
6 40 (25.16%) R
7 36 (22.64%) JavaScript
8 35 (22.01%) C
9 33 (20.75%) Machine Learning
10 30 (18.87%) SAS
11 28 (17.61%) Spring
12 27 (16.98%) Physics
12 27 (16.98%) Oracle
12 27 (16.98%) Linux
12 27 (16.98%) Continuous Improvement
13 26 (16.35%) Agile Software Development
14 25 (15.72%) Java EE
14 25 (15.72%) Selenium
14 25 (15.72%) Oracle ADF
14 25 (15.72%) Algorithms
15 23 (14.47%) Analytical Skills
16 22 (13.84%) Data Analytics
16 22 (13.84%) Software Engineering
16 22 (13.84%) Data Analysis
17 21 (13.21%) Economics
17 21 (13.21%) Bayesian Methods
18 19 (11.95%) Neural Network
18 19 (11.95%) PhD

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 30 (18.87%) SAS
2 6 (3.77%) Apache Spark
3 2 (1.26%) GlassFish
3 2 (1.26%) JBoss
3 2 (1.26%) Tomcat
3 2 (1.26%) WebLogic
3 2 (1.26%) WebSphere
4 1 (0.63%) Apache Pig
4 1 (0.63%) Exchange Server 2010
4 1 (0.63%) MS Exchange
4 1 (0.63%) OpenEdge
4 1 (0.63%) SharePoint
Applications
1 18 (11.32%) Stata
2 16 (10.06%) MS Excel
3 14 (8.81%) SPSS
4 9 (5.66%) MS Office
5 5 (3.14%) MS PowerPoint
6 2 (1.26%) Spreadsheet
7 1 (0.63%) MS Visio
Business Applications
1 3 (1.89%) SAP Oil and Gas
2 1 (0.63%) Adaptiv
2 1 (0.63%) FastStats
Cloud Services
1 4 (2.52%) Office 365
2 1 (0.63%) Amazon AWS
2 1 (0.63%) Microsoft Azure
Communications & Networking
1 9 (5.66%) Intrusion Detection
2 3 (1.89%) Broadband
2 3 (1.89%) DNS
3 2 (1.26%) DHCP
3 2 (1.26%) VoIP
3 2 (1.26%) Wireless
4 1 (0.63%) Bluetooth
4 1 (0.63%) FTP
4 1 (0.63%) Internet
4 1 (0.63%) RFID
4 1 (0.63%) TCP/IP
Database & Business Intelligence
1 18 (11.32%) Big Data
1 18 (11.32%) Data Mining
2 7 (4.40%) Hadoop
3 4 (2.52%) NoSQL
4 3 (1.89%) Relational Database
5 2 (1.26%) Qlik Sense
5 2 (1.26%) QlikView
5 2 (1.26%) SQL Server
6 1 (0.63%) Apache Hive
6 1 (0.63%) BusinessObjects
6 1 (0.63%) Power BI
Development Applications
1 25 (15.72%) Selenium
2 3 (1.89%) Subversion
2 3 (1.89%) Visual Studio
3 2 (1.26%) Oracle APEX
4 1 (0.63%) JUnit
General
1 17 (10.69%) Finance
1 17 (10.69%) Telecoms
2 13 (8.18%) Legal
2 13 (8.18%) Retail
3 11 (6.92%) Marketing
4 10 (6.29%) Banking
5 9 (5.66%) Electronics
6 7 (4.40%) Advertising
6 7 (4.40%) Games
7 6 (3.77%) Multimedia
8 5 (3.14%) Manufacturing
9 2 (1.26%) Cantonese Language
9 2 (1.26%) Mandarin Language
9 2 (1.26%) Pharmaceutical
10 1 (0.63%) Back Office
Job Titles
1 45 (28.30%) Developer
2 32 (20.13%) Software Developer
3 31 (19.50%) Data Scientist
4 29 (18.24%) SQL Developer
5 28 (17.61%) JavaScript Developer
6 26 (16.35%) Java Developer
7 25 (15.72%) Java Software Developer
8 22 (13.84%) Analyst
9 19 (11.95%) Software Engineer
10 12 (7.55%) Senior Data Scientist
11 11 (6.92%) Senior Developer
11 11 (6.92%) Senior Java Developer
11 11 (6.92%) Senior Java Software Developer
11 11 (6.92%) Senior JavaScript Developer
11 11 (6.92%) Senior Software Developer
11 11 (6.92%) Senior SQL Developer
12 9 (5.66%) Consultant
12 9 (5.66%) Information Assurance Consultant
13 7 (4.40%) Graduate
14 6 (3.77%) Author
Libraries, Frameworks & Software Standards
1 28 (17.61%) Spring
2 25 (15.72%) Java EE
2 25 (15.72%) Oracle ADF
3 15 (9.43%) HTML
4 10 (6.29%) .NET
5 9 (5.66%) jQuery
6 8 (5.03%) CSS
6 8 (5.03%) DirectX
6 8 (5.03%) OpenGL
7 5 (3.14%) ASP.NET
7 5 (3.14%) Spine.js
8 3 (1.89%) CSS3
8 3 (1.89%) HTML5
8 3 (1.89%) MFC
8 3 (1.89%) Node.js
8 3 (1.89%) Semantic UI
8 3 (1.89%) Twitter Bootstrap
8 3 (1.89%) Web Services
9 2 (1.26%) SOAP
9 2 (1.26%) Struts
Miscellaneous
1 78 (49.06%) Computer Science
2 48 (30.19%) Statistics
3 27 (16.98%) Physics
4 25 (15.72%) Algorithms
5 23 (14.47%) Analytical Skills
6 21 (13.21%) Economics
7 19 (11.95%) Neural Network
8 12 (7.55%) Management Information System
8 12 (7.55%) Psychology
9 5 (3.14%) Enterprise Software
9 5 (3.14%) Visualisation
10 4 (2.52%) 3D Graphics
10 4 (2.52%) Animation
10 4 (2.52%) Driving Licence
11 3 (1.89%) Credit Risk
11 3 (1.89%) User Experience
12 2 (1.26%) Fat Client
12 2 (1.26%) Robotics
12 2 (1.26%) Thin Client
13 1 (0.63%) Device Driver
Operating Systems
1 27 (16.98%) Linux
2 14 (8.81%) Windows
3 5 (3.14%) Android
3 5 (3.14%) Apple iOS
4 4 (2.52%) Windows 7
4 4 (2.52%) Windows XP
5 3 (1.89%) Windows Server
6 1 (0.63%) Windows Server 2008
6 1 (0.63%) Windows Server 2012
Processes & Methodologies
1 48 (30.19%) Analytics
2 33 (20.75%) Machine Learning
3 27 (16.98%) Continuous Improvement
4 26 (16.35%) Agile Software Development
5 22 (13.84%) Data Analysis
5 22 (13.84%) Data Analytics
5 22 (13.84%) Software Engineering
6 21 (13.21%) Bayesian Methods
7 13 (8.18%) Statistical Analysis
8 12 (7.55%) Business Intelligence
8 12 (7.55%) ITIL
8 12 (7.55%) Statistical Modelling
9 11 (6.92%) Cluster Analysis
9 11 (6.92%) Time Management
10 10 (6.29%) Incident Management
10 10 (6.29%) Neuroscience
10 10 (6.29%) Stochastic Modelling
11 9 (5.66%) Business Continuity
11 9 (5.66%) Information Security
11 9 (5.66%) Validation
Programming Languages
1 58 (36.48%) SQL
2 41 (25.79%) Python
3 40 (25.16%) Java
3 40 (25.16%) R
4 36 (22.64%) JavaScript
5 35 (22.01%) C
6 14 (8.81%) MATLAB
7 12 (7.55%) C++
8 11 (6.92%) VBA
9 10 (6.29%) C#
10 9 (5.66%) Scala
11 5 (3.14%) Perl
11 5 (3.14%) PHP
12 3 (1.89%) TypeScript
12 3 (1.89%) VC++
13 2 (1.26%) PL/SQL
14 1 (0.63%) Embedded C
14 1 (0.63%) PowerShell
14 1 (0.63%) Shell Script
Qualifications
1 96 (60.38%) Degree
2 19 (11.95%) PhD
3 9 (5.66%) CCNP
3 9 (5.66%) Cisco Certification
3 9 (5.66%) CISM
3 9 (5.66%) CISSP
3 9 (5.66%) DV Cleared
3 9 (5.66%) Security Cleared
4 6 (3.77%) Postgraduate
5 5 (3.14%) DBS Check
5 5 (3.14%) HND
6 4 (2.52%) Microsoft Certification
7 2 (1.26%) Six Sigma Green Belt
8 1 (0.63%) AAT
8 1 (0.63%) MCSE
8 1 (0.63%) MOS
Quality Assurance & Compliance
1 9 (5.66%) ISO/IEC 27001
2 7 (4.40%) Data Quality
3 1 (0.63%) GMP
3 1 (0.63%) QA
System Software
1 8 (5.03%) Active Directory
2 1 (0.63%) Hyper-V
2 1 (0.63%) Microsoft Virtual Server
2 1 (0.63%) Virtual Servers
2 1 (0.63%) VMware Infrastructure
2 1 (0.63%) VMware Workstation
Systems Management
1 1 (0.63%) SCCM
1 1 (0.63%) SCOM
Vendors
1 27 (16.98%) Oracle
2 12 (7.55%) Microsoft
3 10 (6.29%) Cisco
4 5 (3.14%) SAP
4 5 (3.14%) Xamarin
5 3 (1.89%) Tableau
6 2 (1.26%) Citrix
6 2 (1.26%) hybris
7 1 (0.63%) Minitab
7 1 (0.63%) Progress
7 1 (0.63%) Twitter
7 1 (0.63%) VMware
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