Period
to 12 December 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Numerate Degree qualifications. Included is a benchmarking guide to the salaries offered over the 6 months to 12 December 2017 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
England > North West
6 months to
12 Dec 2017
Same period 2016 Same period 2015
Rank 327 306 334
Rank change year-on-year -21 +28 +20
Permanent jobs citing Numerate Degree 45 59 34
As % of all permanent IT jobs advertised in the North West 0.34% 0.47% 0.27%
As % of the Qualifications category 1.63% 2.11% 1.03%
Number of salaries quoted 15 54 32
North West median annual salary £38,500 £32,500 £40,000
Median salary % change year-on-year +18.46% -18.75% +6.67%
10th Percentile £31,450 £23,250 £32,500
90th Percentile £85,500 £59,500 £47,500
England median annual salary £45,000 £44,500 £42,500
% change year-on-year +1.12% +4.71% -5.56%

Numerate Degree is in the Academic Qualifications and Professional Certifications category. The following 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 academic qualifications or professional certifications.

All Academic and Professional Certifications
North West
Permanent vacancies requiring academic qualifications or professional certifications 2760 2801 3292
As % of all permanent IT jobs advertised in the North West 20.96% 22.49% 25.92%
Number of salaries quoted 2102 2193 2498
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +1.27%
10th Percentile £22,500 £25,000 £21,925
90th Percentile £63,750 £61,000 £60,000
England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Numerate Degree
Job Vacancy Trend in the North West

Job postings citing Numerate Degree as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Numerate Degree in the North West

Numerate Degree
Salary Trend in the North West

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

Salary trend for Numerate Degree in the North West

Numerate Degree
Salary Histogram in the North West

The salary distribution of IT jobs citing Numerate Degree in the North West over the 6 months to 12 December 2017.

Salary histogram for Numerate Degree in the North West

Numerate Degree
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 Numerate Degree within the North West region over the 6 months to 12 December 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
Manchester -18 42 £42,750 +31.54% 2
Cheshire -26 3 £35,000 -22.22%
Numerate Degree
England

For the 6 months to 12 December 2017, IT jobs citing Numerate Degree 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 Numerate Degree.

1 45 (100.00%) Degree
2 35 (77.78%) Agile Software Development
3 29 (64.44%) Time Management
3 29 (64.44%) Security Cleared
4 28 (62.22%) C
5 27 (60.00%) Scrum
5 27 (60.00%) DV Cleared
5 27 (60.00%) DevOps
6 23 (51.11%) Python
7 21 (46.67%) Military
7 21 (46.67%) SDLC
8 20 (44.44%) VMware
8 20 (44.44%) Information Security
8 20 (44.44%) Linux
8 20 (44.44%) Java
8 20 (44.44%) Perl
8 20 (44.44%) VMware Infrastructure
8 20 (44.44%) Hyper-V
9 18 (40.00%) C++
10 15 (33.33%) Visualisation
11 14 (31.11%) Analytics
12 13 (28.89%) AngularJS
12 13 (28.89%) Big Data
12 13 (28.89%) Mathematics
13 12 (26.67%) Continuous Integration
13 12 (26.67%) Software Engineering
14 11 (24.44%) Validation
14 11 (24.44%) Relational Database
15 10 (22.22%) Apache Camel
15 10 (22.22%) Elasticsearch

Numerate Degree
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 10 (22.22%) Apache Pig
1 10 (22.22%) Apache Spark
1 10 (22.22%) Elasticsearch
2 7 (15.56%) Confluence
3 3 (6.67%) SAS
Cloud Services
1 3 (6.67%) Microsoft Azure
Database & Business Intelligence
1 13 (28.89%) Big Data
2 11 (24.44%) Relational Database
3 10 (22.22%) Apache Hive
3 10 (22.22%) Hadoop
3 10 (22.22%) MongoDB
3 10 (22.22%) MySQL
3 10 (22.22%) RDBMS
4 4 (8.89%) Power BI
5 3 (6.67%) QlikView
5 3 (6.67%) SQL Server
6 2 (4.44%) SQL Server 2014
6 2 (4.44%) SQL Server 2016
6 2 (4.44%) Yellowfin
7 1 (2.22%) Data Mining
7 1 (2.22%) Data Warehouse
7 1 (2.22%) SQL Server Integration Services
Development Applications
1 10 (22.22%) Cucumber
1 10 (22.22%) Selenium
2 7 (15.56%) JIRA
3 1 (2.22%) Team Foundation Server
3 1 (2.22%) Visual Studio
General
1 21 (46.67%) Military
2 9 (20.00%) Finance
3 3 (6.67%) Banking
4 1 (2.22%) Legal
4 1 (2.22%) Marketing
Job Titles
1 14 (31.11%) Analyst
2 12 (26.67%) Software Engineer
3 10 (22.22%) Integration Engineer
3 10 (22.22%) Test and Integration Engineer
3 10 (22.22%) Test Engineer
4 8 (17.78%) Business Analyst
4 8 (17.78%) Lead Software Engineer
5 7 (15.56%) Agile Business Analyst
5 7 (15.56%) Agile Product Owner
5 7 (15.56%) Data Analyst
5 7 (15.56%) Product Analyst
5 7 (15.56%) Product Business Analyst
5 7 (15.56%) Product Owner
6 4 (8.89%) Senior Software Engineer
7 3 (6.67%) Data Scientist
7 3 (6.67%) Head of Architecture
7 3 (6.67%) Head of Enterprise Architecture
7 3 (6.67%) Senior Data Scientist
8 2 (4.44%) Junior C# Software Engineer
8 2 (4.44%) SC Cleared Software Engineer
Libraries, Frameworks & Software Standards
1 13 (28.89%) AngularJS
2 10 (22.22%) Apache Camel
2 10 (22.22%) CSS
2 10 (22.22%) CSS3
2 10 (22.22%) Hibernate
2 10 (22.22%) HTML
2 10 (22.22%) HTML5
2 10 (22.22%) Java EE
2 10 (22.22%) jQuery
2 10 (22.22%) LAMP
2 10 (22.22%) Middleware
2 10 (22.22%) Node.js
2 10 (22.22%) Spring
3 3 (6.67%) React
Miscellaneous
1 10 (22.22%) PKI
2 7 (15.56%) User Experience
3 6 (13.33%) Analytical Skills
4 4 (8.89%) Computer Science
5 3 (6.67%) Fintech
5 3 (6.67%) Greenfield Project
6 2 (4.44%) Algorithms
7 1 (2.22%) Credit Risk
Operating Systems
1 20 (44.44%) Linux
Processes & Methodologies
1 35 (77.78%) Agile Software Development
2 29 (64.44%) Time Management
3 27 (60.00%) DevOps
3 27 (60.00%) Scrum
4 21 (46.67%) SDLC
5 20 (44.44%) Information Security
6 15 (33.33%) Visualisation
7 14 (31.11%) Analytics
8 13 (28.89%) Mathematics
9 12 (26.67%) Continuous Integration
9 12 (26.67%) Software Engineering
10 11 (24.44%) Validation
11 10 (22.22%) Data Analytics
11 10 (22.22%) Software Testing
11 10 (22.22%) Test Automation
11 10 (22.22%) Test Scripting
11 10 (22.22%) Test Strategy
12 8 (17.78%) Open Source
12 8 (17.78%) Use Case
13 7 (15.56%) Business Analysis
Programming Languages
1 28 (62.22%) C
2 23 (51.11%) Python
3 20 (44.44%) Java
3 20 (44.44%) Perl
4 18 (40.00%) C++
5 10 (22.22%) JavaScript
5 10 (22.22%) Ruby
5 10 (22.22%) SQL
6 5 (11.11%) C#
7 4 (8.89%) T-SQL
8 3 (6.67%) R
9 1 (2.22%) Scala
Qualifications
1 45 (100.00%) Degree
2 29 (64.44%) Security Cleared
3 27 (60.00%) DV Cleared
4 3 (6.67%) Computer Science Degree
5 2 (4.44%) Master's Degree
5 2 (4.44%) SC Cleared
Quality Assurance & Compliance
1 2 (4.44%) Data Quality
System Software
1 20 (44.44%) Hyper-V
1 20 (44.44%) VMware Infrastructure
Vendors
1 20 (44.44%) VMware
2 10 (22.22%) Oracle
3 3 (6.67%) Tableau
4 2 (4.44%) MicroStrategy
5 1 (2.22%) Microsoft