Period
to 24 June 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 24 June 2018 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
England > North West
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 321 319 313
Rank change year-on-year -2 -6 +10
Permanent jobs citing Numerate Degree 39 40 28
As % of all permanent IT jobs advertised in the North West 0.31% 0.31% 0.25%
As % of the Qualifications category 1.55% 1.38% 0.99%
Number of salaries quoted 22 18 22
North West median annual salary £26,500 £40,000 £37,500
Median salary % change year-on-year -33.75% +6.67% +4.17%
10th Percentile £22,500 £25,275 £22,600
90th Percentile £70,000 £59,875 £62,375
England median annual salary £55,000 £42,500 £47,500
% change year-on-year +29.41% -10.53% +7.95%

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 2,522 2,907 2,824
As % of all permanent IT jobs advertised in the North West 20.31% 22.53% 25.03%
Number of salaries quoted 1,886 2,184 2,328
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +1.27%
10th Percentile £23,750 £23,250 £23,000
90th Percentile £66,250 £62,500 £60,000
England median annual salary £50,000 £45,000 £47,000
% change year-on-year +11.11% -4.26% +4.44%

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 24 June 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 24 June 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 +28 33 £28,500 -28.75% 4
Cheshire -25 6 £26,000 -51.63%
Numerate Degree
England

For the 6 months to 24 June 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 39 (100.00%) Degree
2 28 (71.79%) C
3 27 (69.23%) Agile Software Development
4 23 (58.97%) Python
5 22 (56.41%) Continuous Integration
5 22 (56.41%) Security Cleared
5 22 (56.41%) SDLC
6 19 (48.72%) Time Management
6 19 (48.72%) Java
7 18 (46.15%) Perl
7 18 (46.15%) C++
8 17 (43.59%) Scrum
8 17 (43.59%) DV Cleared
8 17 (43.59%) Test Scripting
8 17 (43.59%) Test Automation
9 16 (41.03%) Hyper-V
9 16 (41.03%) VMware Infrastructure
9 16 (41.03%) DevOps
9 16 (41.03%) VMware
9 16 (41.03%) Linux
9 16 (41.03%) Information Security
9 16 (41.03%) Mathematics
10 12 (30.77%) Validation
10 12 (30.77%) Selenium
10 12 (30.77%) Cucumber
11 11 (28.21%) Computer Science
11 11 (28.21%) Military
12 10 (25.64%) TDD
12 10 (25.64%) SQL
12 10 (25.64%) BDD

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 2 (5.13%) Apache Pig
1 2 (5.13%) Apache Spark
1 2 (5.13%) SAS
Applications
1 2 (5.13%) Microsoft Excel
2 1 (2.56%) Microsoft Office
2 1 (2.56%) Microsoft PowerPoint
Cloud Services
1 2 (5.13%) Amazon AWS
1 2 (5.13%) Amazon S3
2 1 (2.56%) Microsoft Azure
Database & Business Intelligence
1 9 (23.08%) Big Data
2 5 (12.82%) SQL Server
3 4 (10.26%) Relational Database
4 2 (5.13%) Hadoop
4 2 (5.13%) Power BI
5 1 (2.56%) Base SAS
5 1 (2.56%) Data Warehouse
5 1 (2.56%) GIS
5 1 (2.56%) QlikView
5 1 (2.56%) SAS Enterprise Guide
Development Applications
1 12 (30.77%) Cucumber
1 12 (30.77%) Selenium
2 4 (10.26%) SQL Server Management Studio (SSMS)
General
1 11 (28.21%) Military
2 9 (23.08%) Finance
3 4 (10.26%) Banking
4 1 (2.56%) Marketing
4 1 (2.56%) Retail
Job Titles
1 16 (41.03%) Junior
1 16 (41.03%) Test Engineer
2 13 (33.33%) Integration Engineer
2 13 (33.33%) Test and Integration Engineer
3 12 (30.77%) Senior Integration Engineer
3 12 (30.77%) Senior Test and Integration Engineer
3 12 (30.77%) Senior Test Engineer
4 6 (15.38%) DV Cleared Software Engineer
4 6 (15.38%) Junior Software Engineer
4 6 (15.38%) Software Engineer
5 5 (12.82%) Developer
5 5 (12.82%) Graduate
5 5 (12.82%) Graduate Developer
5 5 (12.82%) Junior Developer
6 4 (10.26%) Data Scientist
6 4 (10.26%) Graduate Tester
6 4 (10.26%) Junior Test Engineer
6 4 (10.26%) Junior Tester
6 4 (10.26%) Tester
7 3 (7.69%) Team Leader
Libraries, Frameworks & Software Standards
1 2 (5.13%) Kafka
2 1 (2.56%) CSS
2 1 (2.56%) HTML
Miscellaneous
1 11 (28.21%) Computer Science
2 4 (10.26%) Analytical Skills
3 2 (5.13%) Video\Live Streaming
4 1 (2.56%) Enterprise Software
Operating Systems
1 16 (41.03%) Linux
Processes & Methodologies
1 27 (69.23%) Agile Software Development
2 22 (56.41%) Continuous Integration
2 22 (56.41%) SDLC
3 19 (48.72%) Time Management
4 17 (43.59%) Scrum
4 17 (43.59%) Test Automation
4 17 (43.59%) Test Scripting
5 16 (41.03%) DevOps
5 16 (41.03%) Information Security
5 16 (41.03%) Mathematics
6 12 (30.77%) Validation
7 10 (25.64%) BDD
7 10 (25.64%) Software Delivery
7 10 (25.64%) TDD
8 8 (20.51%) Analytics
8 8 (20.51%) Visualisation
9 7 (17.95%) Continuous Improvement
9 7 (17.95%) Software Engineering
10 6 (15.38%) Continuous Delivery
10 6 (15.38%) SOLID
Programming Languages
1 28 (71.79%) C
2 23 (58.97%) Python
3 19 (48.72%) Java
4 18 (46.15%) C++
4 18 (46.15%) Perl
5 10 (25.64%) SQL
6 4 (10.26%) R
7 2 (5.13%) Scala
8 1 (2.56%) C#
Qualifications
1 39 (100.00%) Degree
2 22 (56.41%) Security Cleared
3 17 (43.59%) DV Cleared
4 7 (17.95%) Computer Science Degree
4 7 (17.95%) SC Cleared
5 4 (10.26%) Master's Degree
5 4 (10.26%) PhD
5 4 (10.26%) Postgraduate
6 3 (7.69%) BPSS Clearance
7 1 (2.56%) ISEB
Quality Assurance & Compliance
1 1 (2.56%) QA
System Software
1 16 (41.03%) Hyper-V
1 16 (41.03%) VMware Infrastructure
Vendors
1 16 (41.03%) VMware
2 3 (7.69%) WorldPay
3 2 (5.13%) Tableau
4 1 (2.56%) Cognos
4 1 (2.56%) Google
4 1 (2.56%) Microsoft
4 1 (2.56%) Oracle