Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Manchester 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)
North West > Manchester
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 177 167 171
Rank change year-on-year -10 +4 -33
Permanent jobs citing Mathematics 130 124 106
As % of all permanent IT jobs advertised in Manchester 1.64% 1.65% 1.43%
As % of the Processes & Methodologies category 1.79% 1.81% 1.57%
Number of salaries quoted 115 109 84
Manchester median annual salary £50,000 £40,000 £37,500
Median salary % change year-on-year +25.00% +6.67% +4.90%
10th Percentile £28,400 £25,000 £19,750
90th Percentile £68,750 £60,000 £56,250
North West median annual salary £42,750 £37,500 £37,500
% change year-on-year +14.00% - -

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 Manchester with a requirement for process or methodology skills.

All Process and Methodology Skills
Manchester
Permanent vacancies with a requirement for process or methodology skills 7245 6833 6753
As % of all permanent IT jobs advertised in Manchester 91.16% 91.09% 90.94%
Number of salaries quoted 5988 5854 5603
Manchester median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% +3.90%
10th Percentile £26,250 £26,750 £25,000
90th Percentile £66,000 £63,750 £60,000
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

Mathematics
Job Vacancy Trend in Manchester

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

Job vacancy trend for Mathematics in Manchester

Mathematics
Salary Trend in Manchester

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

Salary trend for Mathematics in Manchester

Mathematics
Salary Histogram in Manchester

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

Salary histogram for Mathematics in Manchester

Mathematics
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mathematics within the Manchester region over the 6 months to 23 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
Salford - 5 £92,500 -
Cheadle -9 4 £28,000 -6.67%
Oldham +4 3 - - 1
Stockport -5 3 £35,000 +16.67% 1
Mathematics
North West

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 Manchester region with a requirement for Mathematics.

1 76 (58.46%) Degree
2 67 (51.54%) SQL
3 59 (45.38%) Computer Science
4 39 (30.00%) Python
4 39 (30.00%) Machine Learning
5 38 (29.23%) JavaScript
6 36 (27.69%) Linux
6 36 (27.69%) Analytical Skills
7 33 (25.38%) SQL Server
8 31 (23.85%) Finance
8 31 (23.85%) R
9 30 (23.08%) Agile Software Development
9 30 (23.08%) Oracle
9 30 (23.08%) Analytics
10 29 (22.31%) Statistics
11 26 (20.00%) Selenium
12 25 (19.23%) Spring
12 25 (19.23%) C++
13 24 (18.46%) Continuous Improvement
14 23 (17.69%) Java
15 21 (16.15%) Oracle ADF
15 21 (16.15%) SAS
15 21 (16.15%) Microsoft
15 21 (16.15%) Java EE
15 21 (16.15%) Algorithms
16 20 (15.38%) Business Intelligence
17 19 (14.62%) PhD
17 19 (14.62%) C#
18 18 (13.85%) MATLAB
19 17 (13.08%) HTML

Mathematics
Co-occurring IT Skills in Manchester 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 21 (16.15%) SAS
2 7 (5.38%) Apache Spark
3 5 (3.85%) SharePoint
4 3 (2.31%) Apache Pig
5 1 (0.77%) Apache
Applications
1 12 (9.23%) Microsoft Excel
2 10 (7.69%) Microsoft Office
3 6 (4.62%) S-PLUS
3 6 (4.62%) Stata
4 4 (3.08%) Microsoft PowerPoint
5 3 (2.31%) SPSS
6 1 (0.77%) GNU Octave
6 1 (0.77%) Microsoft Project
6 1 (0.77%) Weka
Cloud Services
1 6 (4.62%) Microsoft Azure
2 3 (2.31%) Amazon AWS
3 2 (1.54%) GitHub
4 1 (0.77%) Amazon S3
4 1 (0.77%) Google Cloud Platform
Communications & Networking
1 4 (3.08%) SSL
2 1 (0.77%) LAN
2 1 (0.77%) WAN
Database & Business Intelligence
1 33 (25.38%) SQL Server
2 11 (8.46%) Hadoop
3 10 (7.69%) Big Data
4 9 (6.92%) Relational Database
5 8 (6.15%) Data Mining
5 8 (6.15%) QlikView
5 8 (6.15%) SQL Server Reporting Services
6 7 (5.38%) MongoDB
6 7 (5.38%) RDBMS
7 6 (4.62%) Power BI
8 5 (3.85%) Data Warehouse
8 5 (3.85%) NoSQL
8 5 (3.85%) Oracle Database
8 5 (3.85%) SQL Server Integration Services
9 3 (2.31%) Apache Cassandra
9 3 (2.31%) Apache Hive
9 3 (2.31%) HBase
9 3 (2.31%) OLAP
9 3 (2.31%) SQL Server Analysis Services
9 3 (2.31%) Yellowfin
Development Applications
1 26 (20.00%) Selenium
2 10 (7.69%) Team Foundation Server
3 9 (6.92%) SQL Server Management Studio (SSMS)
3 9 (6.92%) Visual Studio
4 5 (3.85%) Toad
5 2 (1.54%) Cucumber
5 2 (1.54%) FitNesse
5 2 (1.54%) HP UFT
5 2 (1.54%) Jenkins
5 2 (1.54%) JIRA
5 2 (1.54%) SoapUI
5 2 (1.54%) SpecFlow
6 1 (0.77%) Selenium IDE
General
1 31 (23.85%) Finance
2 9 (6.92%) Marketing
2 9 (6.92%) Retail
3 6 (4.62%) Banking
3 6 (4.62%) Manufacturing
3 6 (4.62%) Telecoms
4 4 (3.08%) Automotive
5 3 (2.31%) Electronics
6 1 (0.77%) Games
6 1 (0.77%) Law
6 1 (0.77%) Retail Banking
Job Titles
1 43 (33.08%) Developer
2 28 (21.54%) SQL Developer
3 26 (20.00%) Software Developer
4 23 (17.69%) Data Scientist
5 22 (16.92%) Senior Developer
6 21 (16.15%) Analyst
6 21 (16.15%) Java Developer
6 21 (16.15%) Java Software Developer
6 21 (16.15%) JavaScript Developer
6 21 (16.15%) Senior Java Developer
6 21 (16.15%) Senior Java Software Developer
6 21 (16.15%) Senior JavaScript Developer
6 21 (16.15%) Senior Software Developer
6 21 (16.15%) Senior SQL Developer
7 8 (6.15%) C# Developer
7 8 (6.15%) C++ Developer
7 8 (6.15%) Data Analyst
8 7 (5.38%) C Developer
8 7 (5.38%) Computer Engineer
8 7 (5.38%) Research Engineer
Libraries, Frameworks & Software Standards
1 25 (19.23%) Spring
2 21 (16.15%) Java EE
2 21 (16.15%) Oracle ADF
3 17 (13.08%) .NET
3 17 (13.08%) HTML
4 11 (8.46%) CSS
4 11 (8.46%) Web Services
5 8 (6.15%) HTML5
6 7 (5.38%) OpenCV
6 7 (5.38%) TensorFlow
7 6 (4.62%) ASP.NET
8 5 (3.85%) Hibernate
9 4 (3.08%) AngularJS
9 4 (3.08%) CSS3
9 4 (3.08%) J2EE
9 4 (3.08%) Marionette.js
9 4 (3.08%) Natural Language Processing
9 4 (3.08%) XML
10 3 (2.31%) ASP.NET Web API
10 3 (2.31%) Twitter Bootstrap
Miscellaneous
1 59 (45.38%) Computer Science
2 36 (27.69%) Analytical Skills
3 21 (16.15%) Algorithms
4 8 (6.15%) Life Science
5 7 (5.38%) 3D Graphics
5 7 (5.38%) Augmented Reality
6 5 (3.85%) Data Centre
6 5 (3.85%) NHS
7 4 (3.08%) Management Information System
7 4 (3.08%) Mobile App
8 3 (2.31%) Credit Risk
9 2 (1.54%) Fintech
9 2 (1.54%) Greenfield Project
9 2 (1.54%) Social Media
10 1 (0.77%) Client/Server
10 1 (0.77%) Data Structures
10 1 (0.77%) Enterprise Software
10 1 (0.77%) Handset
10 1 (0.77%) Linux Command Line
10 1 (0.77%) Smartphone
Operating Systems
1 36 (27.69%) Linux
2 15 (11.54%) Windows
3 7 (5.38%) Android
4 5 (3.85%) Apple iOS
4 5 (3.85%) Windows Server 2012
5 4 (3.08%) Unix
Processes & Methodologies
1 39 (30.00%) Machine Learning
2 30 (23.08%) Agile Software Development
2 30 (23.08%) Analytics
3 29 (22.31%) Statistics
4 24 (18.46%) Continuous Improvement
5 20 (15.38%) Business Intelligence
6 13 (10.00%) Physics
7 11 (8.46%) Test Automation
8 10 (7.69%) Data Analytics
8 10 (7.69%) Data Management
8 10 (7.69%) Deep Learning
8 10 (7.69%) Open Source
8 10 (7.69%) Software Engineering
9 9 (6.92%) Statistical Modelling
10 8 (6.15%) Computer Vision
10 8 (6.15%) Image Processing
10 8 (6.15%) Visualisation
11 7 (5.38%) 3D Modelling
11 7 (5.38%) Economics
11 7 (5.38%) Predictive Modelling
Programming Languages
1 67 (51.54%) SQL
2 39 (30.00%) Python
3 38 (29.23%) JavaScript
4 31 (23.85%) R
5 25 (19.23%) C++
6 23 (17.69%) Java
7 19 (14.62%) C#
8 18 (13.85%) MATLAB
9 15 (11.54%) C
10 10 (7.69%) T-SQL
11 6 (4.62%) PHP
12 3 (2.31%) Scala
12 3 (2.31%) VB.NET
13 2 (1.54%) Embedded C
13 2 (1.54%) Embedded C++
13 2 (1.54%) VB
13 2 (1.54%) VBScript
14 1 (0.77%) Perl
14 1 (0.77%) PowerShell
14 1 (0.77%) VBA
Qualifications
1 76 (58.46%) Degree
2 19 (14.62%) PhD
3 12 (9.23%) Numerate Degree
4 9 (6.92%) Postgraduate
5 7 (5.38%) ISEB
5 7 (5.38%) Master's Degree
6 5 (3.85%) ISTQB Foundation Certification
7 4 (3.08%) SAS Certification
7 4 (3.08%) SC Cleared
7 4 (3.08%) Security Cleared
8 3 (2.31%) Computer Science Degree
9 2 (1.54%) HND
9 2 (1.54%) ISTQB
10 1 (0.77%) MCP
10 1 (0.77%) Microsoft Certification
10 1 (0.77%) MOS
Quality Assurance & Compliance
1 6 (4.62%) QA
2 4 (3.08%) SLA
3 2 (1.54%) Data Quality
4 1 (0.77%) Actionable Recommendations
Systems Management
1 2 (1.54%) HP Quality Center
Vendors
1 30 (23.08%) Oracle
2 21 (16.15%) Microsoft
3 8 (6.15%) Tableau
4 3 (2.31%) SAP
4 3 (2.31%) Splunk
5 2 (1.54%) HP
5 2 (1.54%) MicroStrategy
6 1 (0.77%) Facebook
6 1 (0.77%) Google
6 1 (0.77%) Twitter
6 1 (0.77%) Xamarin