Period
to 11 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for Numerate Degree qualifications. Included is a benchmarking guide to the salaries offered over the 6 months to 11 December 2017 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
East of England > Cambridgeshire
6 months to
11 Dec 2017
Same period 2016 Same period 2015
Rank 151 104 164
Rank change year-on-year -47 +60 -6
Permanent jobs citing Numerate Degree 55 74 29
As % of all permanent IT jobs advertised in Cambridgeshire 1.27% 2.17% 0.71%
As % of the Qualifications category 3.19% 5.95% 2.20%
Number of salaries quoted 46 41 22
Cambridgeshire median annual salary £38,000 £40,000 £37,500
Median salary % change year-on-year -5.00% +6.67% -6.25%
10th Percentile £26,250 £23,250 £19,700
90th Percentile £60,000 £60,000 £45,000
East of England median annual salary £38,000 £32,500 £37,500
% change year-on-year +16.92% -13.33% -16.67%

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 Cambridgeshire with a requirement for academic qualifications or professional certifications.

All Academic and Professional Certifications
Cambridgeshire
Permanent vacancies requiring academic qualifications or professional certifications 1726 1243 1318
As % of all permanent IT jobs advertised in Cambridgeshire 39.91% 36.43% 32.36%
Number of salaries quoted 1270 964 1111
Cambridgeshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £26,750 £24,825 £25,969
90th Percentile £71,250 £66,250 £60,000
East of England median annual salary £45,000 £43,000 £43,627
% change year-on-year +4.65% -1.44% +2.65%

Numerate Degree
Job Vacancy Trend in Cambridgeshire

Job postings citing Numerate Degree as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Numerate Degree in Cambridgeshire

Numerate Degree
Salary Trend in Cambridgeshire

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

Salary trend for Numerate Degree in Cambridgeshire

Numerate Degree
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Numerate Degree in Cambridgeshire over the 6 months to 11 December 2017.

Salary histogram for Numerate Degree in Cambridgeshire

Numerate Degree
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Numerate Degree within the Cambridgeshire region over the 6 months to 11 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
Cambridge -53 51 £34,000 -15.00% 6
Peterborough -12 2 £42,000 +86.67% 6
Huntingdon - 1 £42,500 -
Numerate Degree
East of England

For the 6 months to 11 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 Cambridgeshire region with a requirement for Numerate Degree.

1 55 (100.00%) Degree
2 50 (90.91%) Mathematics
3 30 (54.55%) C++
4 29 (52.73%) Python
5 28 (50.91%) C
6 27 (49.09%) C#
6 27 (49.09%) Computer Science
7 25 (45.45%) Physics
8 24 (43.64%) Java
8 24 (43.64%) Linux
9 22 (40.00%) Agile Software Development
10 20 (36.36%) Software Engineering
11 14 (25.45%) Computer Science Degree
12 12 (21.82%) Algorithms
12 12 (21.82%) Finance
12 12 (21.82%) PhD
13 11 (20.00%) Test Automation
13 11 (20.00%) SQL
14 10 (18.18%) Analytical Skills
14 10 (18.18%) Embedded C
15 9 (16.36%) Windows
15 9 (16.36%) .NET
15 9 (16.36%) CAD
15 9 (16.36%) CAE
15 9 (16.36%) Wireless
15 9 (16.36%) 3D Modelling
15 9 (16.36%) Apache Axis
15 9 (16.36%) Content Writing
15 9 (16.36%) 3D Printing
16 8 (14.55%) SQL Server

Numerate Degree
Co-occurring IT Skills in Cambridgeshire 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 1 (1.82%) Confluence
Applications
1 3 (5.45%) Microsoft Excel
2 1 (1.82%) Microsoft Office
2 1 (1.82%) Microsoft Project
Cloud Services
1 1 (1.82%) Amazon AWS
Communications & Networking
1 9 (16.36%) Wireless
2 8 (14.55%) Bluetooth
3 1 (1.82%) ZigBee
Database & Business Intelligence
1 8 (14.55%) SQL Server
2 2 (3.64%) BusinessObjects
3 1 (1.82%) Data Mining
3 1 (1.82%) Oracle BI EE
Development Applications
1 6 (10.91%) NUnit
1 6 (10.91%) Rhino Mocks
1 6 (10.91%) Visual Studio
2 1 (1.82%) CircleCI
2 1 (1.82%) Cucumber
2 1 (1.82%) Git (software)
2 1 (1.82%) Jenkins
2 1 (1.82%) JIRA
2 1 (1.82%) Mocha
2 1 (1.82%) Protractor
2 1 (1.82%) Selenium
General
1 12 (21.82%) Finance
2 7 (12.73%) French Language
2 7 (12.73%) Telecoms
3 6 (10.91%) Electronics
4 3 (5.45%) Aerospace
4 3 (5.45%) Arabic Language
4 3 (5.45%) Portuguese Language
4 3 (5.45%) Spanish Language
5 1 (1.82%) Marketing
5 1 (1.82%) Pharmaceutical
Job Titles
1 30 (54.55%) Developer
2 29 (52.73%) Graduate
3 21 (38.18%) Software Developer
4 18 (32.73%) Graduate Developer
4 18 (32.73%) Graduate Software Developer
5 16 (29.09%) C++ Developer
5 16 (29.09%) C++ Software Developer
5 16 (29.09%) Graduate C++ Developer
5 16 (29.09%) Graduate C++ Software Developer
6 12 (21.82%) C++ Software Engineer
6 12 (21.82%) Developer/Software Engineer
6 12 (21.82%) Graduate C++ Software Engineer
6 12 (21.82%) Graduate Software Engineer
6 12 (21.82%) Software Engineer
7 11 (20.00%) C Developer
7 11 (20.00%) C/C++ Developer
7 11 (20.00%) C/C++ Software Developer
7 11 (20.00%) Graduate C C++ Developer
7 11 (20.00%) Graduate C Developer
8 10 (18.18%) Embedded Engineer
Libraries, Frameworks & Software Standards
1 9 (16.36%) .NET
1 9 (16.36%) Apache Axis
2 2 (3.64%) XML
3 1 (1.82%) ASP.NET
3 1 (1.82%) Node.js
3 1 (1.82%) Web Services
Miscellaneous
1 27 (49.09%) Computer Science
2 12 (21.82%) Algorithms
3 10 (18.18%) Analytical Skills
4 9 (16.36%) 3D Printing
5 2 (3.64%) Enterprise Software
5 2 (3.64%) Fintech
5 2 (3.64%) Robotics
6 1 (1.82%) Digital Media
6 1 (1.82%) Greenfield Project
6 1 (1.82%) Handset
6 1 (1.82%) Mobile App
Operating Systems
1 24 (43.64%) Linux
2 9 (16.36%) Windows
3 4 (7.27%) Embedded Linux
4 3 (5.45%) Android
4 3 (5.45%) Unix
Processes & Methodologies
1 50 (90.91%) Mathematics
2 25 (45.45%) Physics
3 22 (40.00%) Agile Software Development
4 20 (36.36%) Software Engineering
5 11 (20.00%) Test Automation
6 9 (16.36%) 3D Modelling
6 9 (16.36%) CAD
6 9 (16.36%) CAE
6 9 (16.36%) Content Writing
7 7 (12.73%) Machine Learning
7 7 (12.73%) Signal Processing
7 7 (12.73%) TDD
8 6 (10.91%) Code Coverage
8 6 (10.91%) Financial Modelling
8 6 (10.91%) Performance Testing
8 6 (10.91%) Regression Testing
8 6 (10.91%) Unit Testing
8 6 (10.91%) Validation
8 6 (10.91%) Workflow
8 6 (10.91%) Workflow Management
Programming Languages
1 30 (54.55%) C++
2 29 (52.73%) Python
3 28 (50.91%) C
4 27 (49.09%) C#
5 24 (43.64%) Java
6 11 (20.00%) SQL
7 10 (18.18%) Embedded C
8 3 (5.45%) Embedded C++
8 3 (5.45%) JavaScript
8 3 (5.45%) VBA
9 2 (3.64%) VB
10 1 (1.82%) Bash Shell
Qualifications
1 55 (100.00%) Degree
2 14 (25.45%) Computer Science Degree
3 12 (21.82%) PhD
System Software
1 2 (3.64%) Firmware
2 1 (1.82%) Docker
Systems Management
1 6 (10.91%) HP Quality Center
2 1 (1.82%) Systems Management Server (SMS)
Vendors
1 6 (10.91%) Microsoft
2 2 (3.64%) Cognos