The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Mathematics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Mathematics over the 3 months to 25 April 2017 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
England / North West
3 months to
25 Apr 2017
Same period 2016 Same period 2015
Rank 159 122 174
Rank change year-on-year -37 +52  
Permanent jobs citing Mathematics 95 113 90
As % of all permanent IT jobs advertised in the North West 1.51% 1.98% 1.35%
As % of the Processes & Methodologies category 1.68% 2.25% 1.52%
Number of salaries quoted 78 82 54
Median salary £37,500 £35,000 £35,750
Median salary % change year-on-year +7.14% -2.09%  
90% offered a salary of more than £30,000 £22,550 £22,500
10% offered a salary of more than £61,000 £52,500 £46,550
UK excluding London median salary £38,500 £40,000 £38,500
% change year-on-year -3.75% +3.89%  

Mathematics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for process and methodology skills.

Process & Methodology Skills
North West
Permanent job vacancies with a requirement for process and methodology skills 5670 5024 5917
As % of all permanent IT job vacancies advertised in the North West 90.40% 88.09% 89.00%
Number of salaries quoted 4674 4218 4695
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £62,500 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Mathematics
Job Vacancy Trend in the North West

The job posting trend of jobs advertised in the North West citing Mathematics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Mathematics 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 in the North West.

Salary trend for Mathematics in the North West

Mathematics
Salary Histogram in the North West

The salary distribution of IT jobs citing Mathematics in the North West over the 3 months to 25 April 2017.

Salary histogram for Mathematics 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 25 April 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 -8 67 £37,500 - 17
Cheshire -17 17 £35,000 +20.68% 6
Merseyside -16 6 £55,000 +64.17% 1
Lancashire +4 4 £37,500 -
Mathematics
England

For the 6 months to 25 April 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.

1 125 (63.13%) Degree
2 112 (56.57%) Computer Science
3 75 (37.88%) SQL
4 60 (30.30%) Python
5 57 (28.79%) Analytics
6 49 (24.75%) Statistics
7 44 (22.22%) JavaScript
7 44 (22.22%) Machine Learning
8 40 (20.20%) R
8 40 (20.20%) PhD
9 37 (18.69%) C++
9 37 (18.69%) Analytical Skills
10 36 (18.18%) C
10 36 (18.18%) Java
10 36 (18.18%) Software Engineering
11 34 (17.17%) Data Analytics
12 33 (16.67%) Oracle
13 31 (15.66%) SAS
13 31 (15.66%) Business Intelligence
14 29 (14.65%) Agile Software Development
14 29 (14.65%) Linux
14 29 (14.65%) Big Data
14 29 (14.65%) Algorithms
15 28 (14.14%) C#
15 28 (14.14%) MATLAB
16 27 (13.64%) Spring
17 25 (12.63%) Java EE
17 25 (12.63%) Selenium
17 25 (12.63%) Oracle ADF
17 25 (12.63%) Continuous Improvement

Mathematics
Co-occurring 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 31 (15.66%) SAS
2 7 (3.54%) Apache Spark
3 5 (2.53%) Apache Pig
4 3 (1.52%) OpenStack
5 2 (1.01%) GlassFish
5 2 (1.01%) IIS
5 2 (1.01%) JBoss
5 2 (1.01%) SharePoint
5 2 (1.01%) Tomcat
5 2 (1.01%) WebLogic
5 2 (1.01%) WebSphere
6 1 (0.51%) Kinematics
Applications
1 14 (7.07%) Stata
2 11 (5.56%) Microsoft Excel
3 10 (5.05%) SPSS
4 5 (2.53%) Microsoft PowerPoint
5 4 (2.02%) Microsoft Office
6 3 (1.52%) S-PLUS
7 2 (1.01%) Microsoft Project
7 2 (1.01%) MS Visio
8 1 (0.51%) Spreadsheet
Business Applications
1 5 (2.53%) Dynamics NAV
1 5 (2.53%) SAP Oil and Gas
2 1 (0.51%) Adaptiv
2 1 (0.51%) Dynamics CRM
2 1 (0.51%) FastStats
Cloud Services
1 4 (2.02%) Amazon AWS
2 2 (1.01%) Sumo Logic
3 1 (0.51%) AWS Lambda
3 1 (0.51%) Cloud Computing
3 1 (0.51%) Office 365
Communications & Networking
1 9 (4.55%) Intrusion Detection
2 4 (2.02%) Internet
2 4 (2.02%) MPLS
3 3 (1.52%) Broadband
4 1 (0.51%) Bluetooth
4 1 (0.51%) RFID
Database & Business Intelligence
1 29 (14.65%) Big Data
2 19 (9.60%) SQL Server
3 18 (9.09%) Data Mining
4 13 (6.57%) Relational Database
4 13 (6.57%) SQL Server Reporting Services
5 10 (5.05%) Hadoop
5 10 (5.05%) NoSQL
5 10 (5.05%) SQL Server Integration Services
6 9 (4.55%) Data Warehouse
7 8 (4.04%) Power BI
8 7 (3.54%) Apache Hive
9 6 (3.03%) QlikView
10 5 (2.53%) SQL Server 2012
10 5 (2.53%) SQL Server Analysis Services
11 4 (2.02%) HBase
11 4 (2.02%) MySQL
12 3 (1.52%) Apache Cassandra
12 3 (1.52%) Impala
12 3 (1.52%) RDBMS
13 1 (0.51%) MongoDB
Development Applications
1 25 (12.63%) Selenium
2 5 (2.53%) Git (software)
2 5 (2.53%) Visual Studio
3 3 (1.52%) Oracle APEX
4 2 (1.01%) JIRA
5 1 (0.51%) Jenkins
5 1 (0.51%) Talend Open Studio
5 1 (0.51%) Team Foundation Server
General
1 24 (12.12%) Finance
2 17 (8.59%) Telecoms
3 15 (7.58%) Games
4 14 (7.07%) Banking
4 14 (7.07%) Marketing
5 12 (6.06%) Legal
5 12 (6.06%) Retail
6 10 (5.05%) Advertising
7 8 (4.04%) Electronics
8 7 (3.54%) Manufacturing
9 2 (1.01%) Back Office
9 2 (1.01%) Investment Banking
10 1 (0.51%) Automotive
10 1 (0.51%) Multimedia
Job Titles
1 67 (33.84%) Developer
2 41 (20.71%) Data Scientist
3 35 (17.68%) Analyst
3 35 (17.68%) Software Developer
4 30 (15.15%) SQL Developer
5 29 (14.65%) JavaScript Developer
6 26 (13.13%) Java Developer
6 26 (13.13%) Java Software Developer
7 25 (12.63%) Senior Developer
7 25 (12.63%) Senior Java Developer
7 25 (12.63%) Senior Java Software Developer
7 25 (12.63%) Senior JavaScript Developer
7 25 (12.63%) Senior Software Developer
7 25 (12.63%) Senior SQL Developer
8 19 (9.60%) Software Engineer
9 15 (7.58%) Business Intelligence Analyst
10 12 (6.06%) Junior
10 12 (6.06%) Senior Data Scientist
11 11 (5.56%) C++ Software Engineer
12 10 (5.05%) Consultant
Libraries, Frameworks & Software Standards
1 27 (13.64%) Spring
2 25 (12.63%) Java EE
2 25 (12.63%) Oracle ADF
3 21 (10.61%) .NET
4 14 (7.07%) DirectX
4 14 (7.07%) OpenGL
5 12 (6.06%) HTML
6 11 (5.56%) CSS
7 9 (4.55%) jQuery
8 6 (3.03%) ASP.NET
9 5 (2.53%) Spine.js
10 4 (2.02%) Unity (Game Engine)
11 3 (1.52%) ASP.NET Web API
11 3 (1.52%) CSS3
11 3 (1.52%) Flash
11 3 (1.52%) HTML5
11 3 (1.52%) Natural Language Processing
11 3 (1.52%) Semantic UI
11 3 (1.52%) Twitter Bootstrap
11 3 (1.52%) WebGL
Miscellaneous
1 112 (56.57%) Computer Science
2 37 (18.69%) Analytical Skills
3 29 (14.65%) Algorithms
4 16 (8.08%) Management Information System
5 9 (4.55%) Animation
6 4 (2.02%) Credit Risk
7 3 (1.52%) Enterprise Software
7 3 (1.52%) Robotics
7 3 (1.52%) User Experience
8 2 (1.01%) Client/Server
8 2 (1.01%) Handset
8 2 (1.01%) Linux Command Line
8 2 (1.01%) Mobile Banking
8 2 (1.01%) Smartphone
9 1 (0.51%) 3D Graphics
9 1 (0.51%) Blog
9 1 (0.51%) Data Centre
9 1 (0.51%) Device Driver
9 1 (0.51%) Public Cloud
9 1 (0.51%) Virtual Team
Operating Systems
1 29 (14.65%) Linux
2 22 (11.11%) Windows
3 9 (4.55%) Windows XP
4 7 (3.54%) Android
4 7 (3.54%) Apple iOS
5 4 (2.02%) Unix
6 3 (1.52%) Windows Server
7 1 (0.51%) Windows 7
7 1 (0.51%) Windows Server 2008
Processes & Methodologies
1 57 (28.79%) Analytics
2 49 (24.75%) Statistics
3 44 (22.22%) Machine Learning
4 36 (18.18%) Software Engineering
5 34 (17.17%) Data Analytics
6 31 (15.66%) Business Intelligence
7 29 (14.65%) Agile Software Development
8 25 (12.63%) Continuous Improvement
9 22 (11.11%) Neural Network
10 21 (10.61%) Data Analysis
10 21 (10.61%) OO
11 19 (9.60%) Physics
12 16 (8.08%) Bayesian Methods
12 16 (8.08%) Open Source
13 15 (7.58%) Time Management
14 14 (7.07%) Decision Tree
15 13 (6.57%) Cluster Analysis
15 13 (6.57%) Content Development
15 13 (6.57%) Game Development
15 13 (6.57%) Risk Management
Programming Languages
1 75 (37.88%) SQL
2 60 (30.30%) Python
3 44 (22.22%) JavaScript
4 40 (20.20%) R
5 37 (18.69%) C++
6 36 (18.18%) C
6 36 (18.18%) Java
7 28 (14.14%) C#
7 28 (14.14%) MATLAB
8 12 (6.06%) PHP
9 7 (3.54%) T-SQL
10 6 (3.03%) TypeScript
11 4 (2.02%) Scala
12 3 (1.52%) ActionScript
12 3 (1.52%) Perl
12 3 (1.52%) PL/SQL
12 3 (1.52%) VBA
13 2 (1.01%) PowerShell
13 2 (1.01%) Ruby
13 2 (1.01%) Shell Script
Qualifications
1 125 (63.13%) Degree
2 40 (20.20%) PhD
3 10 (5.05%) Postgraduate
3 10 (5.05%) Security Cleared
4 9 (4.55%) CCNP
4 9 (4.55%) Cisco Certification
4 9 (4.55%) CISM
4 9 (4.55%) CISSP
4 9 (4.55%) DV Cleared
5 5 (2.53%) DBS Check
5 5 (2.53%) Six Sigma Green Belt
6 4 (2.02%) HND
7 1 (0.51%) ISEB
7 1 (0.51%) Microsoft Certification
7 1 (0.51%) SAS Certification
7 1 (0.51%) SC Cleared
Quality Assurance & Compliance
1 9 (4.55%) Cyber Essentials
1 9 (4.55%) ISO/IEC 27001
2 4 (2.02%) QA
3 3 (1.52%) Data Quality
4 1 (0.51%) GMP
System Software
1 2 (1.01%) Active Directory
2 1 (0.51%) HDFS
2 1 (0.51%) Hyper-V
2 1 (0.51%) XenApp
2 1 (0.51%) zsh
Systems Management
1 4 (2.02%) OPNET
2 2 (1.01%) Opscode Chef
Vendors
1 33 (16.67%) Oracle
2 13 (6.57%) Microsoft
3 9 (4.55%) Cisco
4 5 (2.53%) SAP
4 5 (2.53%) Splunk
4 5 (2.53%) Xamarin
5 3 (1.52%) Tableau
5 3 (1.52%) Zend
6 2 (1.01%) hybris
7 1 (0.51%) CA Agile Central
7 1 (0.51%) Citrix
7 1 (0.51%) Cloudera
7 1 (0.51%) Minitab
7 1 (0.51%) Talend
Chester, Cheshire
Searchability
Salary: £50000 - £60000 per annum + Benefits
Posted: 23 hours ago
Warrington, Cheshire
Searchability
Salary: £30000 - £45000 per annum + Benefits
Posted: 23 hours ago
Manchester, Lancashire
Head Resourcing
Salary: £30000 - £35000 per annum + Pension, Healthcare, Flex Benefits
Posted: 4 days ago
Manchester, Lancashire
Head Resourcing
Salary: £35000 per annum + Flexible Benefits, Pension, Health
Posted: 4 days ago
Warrington, Cheshire
Senitor Associates
Salary: £30000 - £40000 per annum + Excellent Benefits
Posted: 3 days ago
Bolton, Lancashire
Softweb Resourcing Limited
Salary: From £26,000 to £40,000 per annum Pension + Flexi Hours + Great Office
Posted: 3 days ago
Bury, Lancashire
Sanderson
Salary: £16000.00 - £19000.00 per annum
Posted: 5 days ago
Bolton, Lancashire
Softweb Resourcing Limited
Salary: From £25,000 to £38,000 per annum Pension + Flexi Hours + Great Office
Posted: 3 days ago
Macclesfield, Cheshire
ISL
Salary: £30000 - £35000 per annum
Posted: 6 days ago
Manchester, Lancashire
Amsource Technology Ltd
Salary: From £40,000 to £60,000 per annum plus benefits
Posted: 4 days ago
Manchester, Lancashire
Rullion
Salary: £35000 - £42000 per annum
Posted: 5 days ago
Manchester, Lancashire
The Bridge Ltd
Salary: Up to £60,000 per annum plus benefits
Posted: 5 days ago
Stockport, Cheshire
BOSCH Automotive Service Solutions
Salary: £Competitive + Benefits
Posted: 3 days ago
Manchester
Applause IT Ltd
Salary: £18000 - £23000 per annum
Posted: 12 days ago
Cheshire
Rullion
Salary: £25000 - £45000 per annum
Posted: 6 days ago
Manchester, Lancashire
Douglas-Scott
Salary: £25000 - £40000 per annum + Good Package
Posted: 6 days ago
Altrincham
Bluetown Online LTD
Posted: 12 days ago
Manchester
Computer Futures
Salary: competitive
Posted: 21 days ago
Manchester
People Source Consulting
Salary: £70000 - £80000 per annum + bonus + benefits
Posted: 7 days ago
Manchester, Lancashire
Car finance 247
Salary: £30k - 40k per year + Benefits
Posted: 21 days ago
Manchester, Lancashire
Swinton
Posted: 6 days ago
Stockport, Cheshire
Cheshire Datasystems Limited
Salary: Up to £24,000 per annum
Posted: 12 days ago
Warrington, Manchester, Greater Manchester,...
Actis Recruitment Ltd
Salary: To £45,000 + bonus + benefits
Posted: 27 days ago