Period
to 25 February 2018

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 25 February 2018 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
England > North West
6 months to
25 Feb 2018
Same period 2017 Same period 2016
Rank 320 284 311
Rank change year-on-year -36 +27 +9
Permanent jobs citing Numerate Degree 43 80 40
As % of all permanent IT jobs advertised in the North West 0.34% 0.65% 0.33%
As % of the Qualifications category 1.69% 2.83% 1.26%
Number of salaries quoted 16 59 34
North West median annual salary £35,000 £32,500 £40,000
Median salary % change year-on-year +7.69% -18.75% +5.26%
10th Percentile £24,375 £26,150 £32,500
90th Percentile £62,500 £59,500 £54,500
England median annual salary £50,000 £45,000 £46,500
% change year-on-year +11.11% -3.23% +3.33%

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 2,542 2,828 3,173
As % of all permanent IT jobs advertised in the North West 20.14% 22.98% 26.46%
Number of salaries quoted 1,924 2,124 2,442
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £23,250 £24,000 £22,500
90th Percentile £63,750 £60,000 £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 25 February 2018.

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 25 February 2018. 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 -20 38 £42,750 +31.54% 14
Cheshire -47 5 £26,000 -42.22% 2
Numerate Degree
England

For the 6 months to 25 February 2018, IT jobs citing Numerate Degree also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the North West region with a requirement for Numerate Degree.

1 43 (100.00%) Degree
2 33 (76.74%) Agile Software Development
3 27 (62.79%) C
3 27 (62.79%) Security Cleared
4 26 (60.47%) Time Management
5 25 (58.14%) DV Cleared
5 25 (58.14%) Scrum
6 24 (55.81%) DevOps
7 23 (53.49%) Java
7 23 (53.49%) Python
8 20 (46.51%) Information Security
8 20 (46.51%) SDLC
9 19 (44.19%) VMware
9 19 (44.19%) Military
9 19 (44.19%) Perl
9 19 (44.19%) Linux
9 19 (44.19%) VMware Infrastructure
9 19 (44.19%) Hyper-V
10 17 (39.53%) C++
11 14 (32.56%) Mathematics
12 13 (30.23%) Continuous Integration
12 13 (30.23%) Visualisation
12 13 (30.23%) Software Engineering
12 13 (30.23%) Analytics
13 12 (27.91%) Big Data
13 12 (27.91%) Software Testing
14 11 (25.58%) Finance
14 11 (25.58%) Validation
14 11 (25.58%) AngularJS
15 10 (23.26%) Data Analytics

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 9 (20.93%) Apache Pig
1 9 (20.93%) Apache Spark
1 9 (20.93%) Elasticsearch
2 5 (11.63%) Confluence
3 4 (9.30%) SAS
Cloud Services
1 1 (2.33%) Microsoft Azure
Database & Business Intelligence
1 12 (27.91%) Big Data
2 9 (20.93%) Apache Hive
2 9 (20.93%) Hadoop
2 9 (20.93%) MongoDB
2 9 (20.93%) MySQL
2 9 (20.93%) RDBMS
2 9 (20.93%) Relational Database
3 2 (4.65%) Power BI
3 2 (4.65%) SQL Server
4 1 (2.33%) Base SAS
4 1 (2.33%) QlikView
4 1 (2.33%) SAS Enterprise Guide
4 1 (2.33%) SQL Server 2014
4 1 (2.33%) SQL Server 2016
4 1 (2.33%) SQL Server Integration Services
4 1 (2.33%) Yellowfin
Development Applications
1 10 (23.26%) Cucumber
1 10 (23.26%) Selenium
2 5 (11.63%) JIRA
3 1 (2.33%) Team Foundation Server
3 1 (2.33%) Visual Studio
General
1 19 (44.19%) Military
2 11 (25.58%) Finance
3 6 (13.95%) Banking
4 1 (2.33%) Legal
Job Titles
1 12 (27.91%) Software Engineer
2 10 (23.26%) Analyst
2 10 (23.26%) Test Engineer
3 9 (20.93%) Integration Engineer
3 9 (20.93%) Test and Integration Engineer
4 8 (18.60%) Junior
5 7 (16.28%) Lead Software Engineer
6 6 (13.95%) Business Analyst
7 5 (11.63%) Agile Business Analyst
7 5 (11.63%) Agile Product Owner
7 5 (11.63%) Data Analyst
7 5 (11.63%) Product Analyst
7 5 (11.63%) Product Business Analyst
7 5 (11.63%) Product Owner
8 4 (9.30%) Developer
8 4 (9.30%) Graduate
8 4 (9.30%) Graduate Developer
8 4 (9.30%) Junior Developer
8 4 (9.30%) Senior Software Engineer
9 3 (6.98%) Tester
Libraries, Frameworks & Software Standards
1 11 (25.58%) AngularJS
2 10 (23.26%) CSS
2 10 (23.26%) HTML
3 9 (20.93%) Apache Camel
3 9 (20.93%) CSS3
3 9 (20.93%) Hibernate
3 9 (20.93%) HTML5
3 9 (20.93%) Java EE
3 9 (20.93%) jQuery
3 9 (20.93%) LAMP
3 9 (20.93%) Middleware
3 9 (20.93%) Node.js
3 9 (20.93%) Spring
4 2 (4.65%) React
Miscellaneous
1 9 (20.93%) PKI
2 6 (13.95%) Computer Science
3 5 (11.63%) Analytical Skills
3 5 (11.63%) User Experience
4 2 (4.65%) Algorithms
4 2 (4.65%) Fintech
4 2 (4.65%) Greenfield Project
5 1 (2.33%) Credit Risk
5 1 (2.33%) Enterprise Software
Operating Systems
1 19 (44.19%) Linux
Processes & Methodologies
1 33 (76.74%) Agile Software Development
2 26 (60.47%) Time Management
3 25 (58.14%) Scrum
4 24 (55.81%) DevOps
5 20 (46.51%) Information Security
5 20 (46.51%) SDLC
6 14 (32.56%) Mathematics
7 13 (30.23%) Analytics
7 13 (30.23%) Continuous Integration
7 13 (30.23%) Software Engineering
7 13 (30.23%) Visualisation
8 12 (27.91%) Software Testing
9 11 (25.58%) Validation
10 10 (23.26%) Data Analytics
10 10 (23.26%) Test Automation
10 10 (23.26%) Test Scripting
11 9 (20.93%) Test Strategy
12 7 (16.28%) Use Case
13 6 (13.95%) Business Analysis
13 6 (13.95%) Continuous Improvement
Programming Languages
1 27 (62.79%) C
2 23 (53.49%) Java
2 23 (53.49%) Python
3 19 (44.19%) Perl
4 17 (39.53%) C++
5 9 (20.93%) JavaScript
5 9 (20.93%) Ruby
6 8 (18.60%) SQL
7 5 (11.63%) C#
8 3 (6.98%) R
9 2 (4.65%) T-SQL
10 1 (2.33%) Scala
Qualifications
1 43 (100.00%) Degree
2 27 (62.79%) Security Cleared
3 25 (58.14%) DV Cleared
4 6 (13.95%) Computer Science Degree
5 3 (6.98%) Postgraduate
5 3 (6.98%) SC Cleared
6 2 (4.65%) Master's Degree
7 1 (2.33%) BPSS Clearance
Quality Assurance & Compliance
1 2 (4.65%) Data Quality
System Software
1 19 (44.19%) Hyper-V
1 19 (44.19%) VMware Infrastructure
Vendors
1 19 (44.19%) VMware
2 9 (20.93%) Oracle
3 1 (2.33%) Microsoft
3 1 (2.33%) MicroStrategy
3 1 (2.33%) Tableau