Period
to 20 February 2018

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

Numerate Degree (Degree in Mathematics)
East of England > Cambridgeshire
6 months to
20 Feb 2018
Same period 2017 Same period 2016
Rank 182 109 151
Rank change year-on-year -73 +42 -11
Permanent jobs citing Numerate Degree 34 63 41
As % of all permanent IT jobs advertised in Cambridgeshire 0.78% 1.92% 1.00%
As % of the Qualifications category 1.96% 4.88% 3.13%
Number of salaries quoted 26 39 25
Cambridgeshire median annual salary £43,500 £32,500 £37,500
Median salary % change year-on-year +33.85% -13.33% -6.25%
10th Percentile £26,500 £23,250 £23,750
90th Percentile £60,000 £55,500 £54,250
East of England median annual salary £48,000 £35,000 £40,000
% change year-on-year +37.14% -12.50% -5.88%

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 1,734 1,290 1,310
As % of all permanent IT jobs advertised in Cambridgeshire 39.75% 39.25% 31.97%
Number of salaries quoted 1,270 991 1,035
Cambridgeshire median annual salary £47,500 £42,500 £40,000
Median salary % change year-on-year +11.76% +6.25% -1.84%
10th Percentile £27,500 £26,250 £25,750
90th Percentile £70,000 £65,000 £65,750
East of England median annual salary £47,250 £45,000 £42,500
% change year-on-year +5.00% +5.88% -

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 20 February 2018.

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 20 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
Cambridge -66 29 £45,000 +28.57% 6
Peterborough +4 5 £42,000 +86.67% 6
Numerate Degree
East of England

For the 6 months to 20 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 Cambridgeshire region with a requirement for Numerate Degree.

1 34 (100.00%) Degree
2 29 (85.29%) Mathematics
3 20 (58.82%) Computer Science
4 18 (52.94%) Agile Software Development
5 16 (47.06%) C++
6 15 (44.12%) Python
6 15 (44.12%) Computer Science Degree
7 14 (41.18%) C
8 12 (35.29%) C#
9 11 (32.35%) Java
9 11 (32.35%) Linux
9 11 (32.35%) Finance
9 11 (32.35%) Physics
10 10 (29.41%) PhD
10 10 (29.41%) Analytical Skills
11 9 (26.47%) Test Automation
12 8 (23.53%) Software Engineering
12 8 (23.53%) SQL Server
12 8 (23.53%) SQL
13 7 (20.59%) .NET
13 7 (20.59%) Embedded C
13 7 (20.59%) Continuous Improvement
14 6 (17.65%) Algorithms
14 6 (17.65%) XML
15 5 (14.71%) VB
15 5 (14.71%) VBA
15 5 (14.71%) BusinessObjects
15 5 (14.71%) Cognos
15 5 (14.71%) Bluetooth
15 5 (14.71%) Business Intelligence

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 (2.94%) Confluence
Applications
1 5 (14.71%) Microsoft Excel
Cloud Services
1 2 (5.88%) SaaS
2 1 (2.94%) Amazon AWS
Communications & Networking
1 5 (14.71%) Bluetooth
2 4 (11.76%) Wireless
3 1 (2.94%) ZigBee
Database & Business Intelligence
1 8 (23.53%) SQL Server
2 5 (14.71%) BusinessObjects
Development Applications
1 3 (8.82%) NUnit
1 3 (8.82%) Rhino Mocks
1 3 (8.82%) Visual Studio
2 1 (2.94%) CircleCI
2 1 (2.94%) Cucumber
2 1 (2.94%) Git (software)
2 1 (2.94%) Jenkins
2 1 (2.94%) JIRA
2 1 (2.94%) Mocha
2 1 (2.94%) Protractor
2 1 (2.94%) Selenium
General
1 11 (32.35%) Finance
2 4 (11.76%) Electronics
2 4 (11.76%) Telecoms
3 3 (8.82%) Aerospace
3 3 (8.82%) Arabic Language
3 3 (8.82%) French Language
3 3 (8.82%) Portuguese Language
3 3 (8.82%) Spanish Language
4 1 (2.94%) Legal
4 1 (2.94%) Marketing
4 1 (2.94%) Pharmaceutical
4 1 (2.94%) Retail
Job Titles
1 11 (32.35%) Developer
1 11 (32.35%) Graduate
2 7 (20.59%) Embedded Engineer
3 5 (14.71%) C++ Software Engineer
3 5 (14.71%) Graduate C++ Software Engineer
3 5 (14.71%) Graduate Software Engineer
3 5 (14.71%) Software Developer
3 5 (14.71%) Software Engineer
4 4 (11.76%) C++ Developer
4 4 (11.76%) C++ Software Developer
4 4 (11.76%) Consultant
4 4 (11.76%) Embedded C Engineer
4 4 (11.76%) Graduate C++ Developer
4 4 (11.76%) Graduate C++ Software Developer
4 4 (11.76%) Graduate Developer
4 4 (11.76%) Graduate Software Developer
4 4 (11.76%) Implementation Specialist
5 3 (8.82%) Embedded Developer
5 3 (8.82%) Graduate Embedded Software Engineer
5 3 (8.82%) Quantitative Consultant
Libraries, Frameworks & Software Standards
1 7 (20.59%) .NET
2 6 (17.65%) XML
3 3 (8.82%) ASP.NET
4 1 (2.94%) CSS
4 1 (2.94%) HTML
4 1 (2.94%) Node.js
4 1 (2.94%) NumPy
4 1 (2.94%) SciPy
4 1 (2.94%) Torch
4 1 (2.94%) Web Services
Miscellaneous
1 20 (58.82%) Computer Science
2 10 (29.41%) Analytical Skills
3 6 (17.65%) Algorithms
4 5 (14.71%) Enterprise Software
4 5 (14.71%) Robotics
5 1 (2.94%) Client/Server
5 1 (2.94%) Digital Media
5 1 (2.94%) Fintech
5 1 (2.94%) Greenfield Project
5 1 (2.94%) Handset
5 1 (2.94%) Mobile App
Operating Systems
1 11 (32.35%) Linux
2 4 (11.76%) Embedded Linux
3 3 (8.82%) Unix
4 1 (2.94%) Android
4 1 (2.94%) Mac OS X
4 1 (2.94%) Windows
Processes & Methodologies
1 29 (85.29%) Mathematics
2 18 (52.94%) Agile Software Development
3 11 (32.35%) Physics
4 9 (26.47%) Test Automation
5 8 (23.53%) Software Engineering
6 7 (20.59%) Continuous Improvement
7 5 (14.71%) Business Intelligence
7 5 (14.71%) Robotic Process Automation
7 5 (14.71%) User Acceptance Testing
8 4 (11.76%) Machine Learning
8 4 (11.76%) OO
8 4 (11.76%) Signal Processing
8 4 (11.76%) TDD
9 3 (8.82%) Artificial Intelligence
9 3 (8.82%) Financial Modelling
9 3 (8.82%) OOD
9 3 (8.82%) Performance Testing
9 3 (8.82%) Statistics
9 3 (8.82%) Unit Testing
9 3 (8.82%) Workflow Management
Programming Languages
1 16 (47.06%) C++
2 15 (44.12%) Python
3 14 (41.18%) C
4 12 (35.29%) C#
5 11 (32.35%) Java
6 8 (23.53%) SQL
7 7 (20.59%) Embedded C
8 5 (14.71%) VB
8 5 (14.71%) VBA
9 3 (8.82%) Embedded C++
10 2 (5.88%) JavaScript
11 1 (2.94%) Bash Shell
11 1 (2.94%) PHP
11 1 (2.94%) Ruby
Qualifications
1 34 (100.00%) Degree
2 15 (44.12%) Computer Science Degree
3 10 (29.41%) PhD
System Software
1 1 (2.94%) Docker
Systems Management
1 3 (8.82%) HP Quality Center
Vendors
1 5 (14.71%) Cognos
2 3 (8.82%) Microsoft
3 1 (2.94%) WorldPay