Period
to 20 May 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 May 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 May 2018
Same period 2017 Same period 2016
Rank 183 104 137
Rank change year-on-year -79 +33 -24
Permanent jobs citing Numerate Degree 32 84 55
As % of all permanent IT jobs advertised in Cambridgeshire 0.74% 2.39% 1.35%
As % of the Qualifications category 2.23% 6.38% 4.09%
Number of salaries quoted 18 61 37
Cambridgeshire median annual salary £28,750 £35,000 £37,500
Median salary % change year-on-year -17.86% -6.67% -14.29%
10th Percentile £26,250 £26,250 £23,750
90th Percentile £45,000 £55,000 £56,250
East of England median annual salary £45,000 £34,000 £45,000
% change year-on-year +32.35% -24.44% +7.14%

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 1,437 1,317 1,345
As % of all permanent IT jobs advertised in Cambridgeshire 33.45% 37.41% 33.10%
Number of salaries quoted 1,005 945 1,049
Cambridgeshire median annual salary £45,000 £45,000 £41,500
Median salary % change year-on-year - +8.43% -2.35%
10th Percentile £26,275 £26,250 £27,450
90th Percentile £62,500 £67,500 £66,250
East of England median annual salary £45,000 £43,000 £42,500
% change year-on-year +4.65% +1.18% -

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 May 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 May 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 -77 25 £27,500 -21.43% 5
Peterborough -11 7 £45,000 +38.46% 4
Numerate Degree
East of England

For the 6 months to 20 May 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 32 (100.00%) Degree
2 31 (96.88%) Mathematics
3 20 (62.50%) Computer Science Degree
4 17 (53.13%) Computer Science
5 16 (50.00%) .NET
5 16 (50.00%) Linux
6 15 (46.88%) Java
6 15 (46.88%) Physics
7 14 (43.75%) Machine Learning
8 13 (40.63%) C#
8 13 (40.63%) Python
8 13 (40.63%) PhD
9 12 (37.50%) C++
9 12 (37.50%) Software Engineering
10 11 (34.38%) Analytical Skills
10 11 (34.38%) C
11 10 (31.25%) Artificial Intelligence
12 8 (25.00%) XML
12 8 (25.00%) Problem-Solving
13 7 (21.88%) JavaScript
13 7 (21.88%) Agile Software Development
14 6 (18.75%) Algorithms
15 5 (15.63%) Statistics
15 5 (15.63%) WorldPay
15 5 (15.63%) Fintech
15 5 (15.63%) Continuous Improvement
15 5 (15.63%) Robotics
15 5 (15.63%) Ruby
15 5 (15.63%) Legal
15 5 (15.63%) PHP

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 (3.13%) Confluence
Applications
1 4 (12.50%) Microsoft Excel
2 2 (6.25%) SOLIDWORKS
3 1 (3.13%) Microsoft PowerPoint
Cloud Services
1 2 (6.25%) SaaS
2 1 (3.13%) Amazon AWS
Communications & Networking
1 1 (3.13%) Bluetooth
1 1 (3.13%) ZigBee
Database & Business Intelligence
1 3 (9.38%) BusinessObjects
1 3 (9.38%) SQL Server
Development Applications
1 2 (6.25%) LabVIEW
2 1 (3.13%) CircleCI
2 1 (3.13%) Cucumber
2 1 (3.13%) Git (software)
2 1 (3.13%) Jenkins
2 1 (3.13%) JIRA
2 1 (3.13%) Mocha
2 1 (3.13%) Protractor
2 1 (3.13%) Selenium
General
1 5 (15.63%) Legal
2 4 (12.50%) Finance
3 3 (9.38%) Electronics
4 2 (6.25%) Manufacturing
5 1 (3.13%) Arabic Language
5 1 (3.13%) French Language
5 1 (3.13%) Pharmaceutical
5 1 (3.13%) Portuguese Language
5 1 (3.13%) Retail
5 1 (3.13%) Spanish Language
Job Titles
1 11 (34.38%) Graduate
1 11 (34.38%) Software Engineer
2 10 (31.25%) Graduate Software Engineer
3 9 (28.13%) C++ Software Engineer
3 9 (28.13%) Graduate C++ Software Engineer
4 5 (15.63%) Support Engineer
5 4 (12.50%) Technical Support
6 3 (9.38%) Implementation Specialist
6 3 (9.38%) Integration Engineer
6 3 (9.38%) Technical Engineer
6 3 (9.38%) Technical Support Engineer
7 2 (6.25%) Agile Scrum Master
7 2 (6.25%) CAD Engineer
7 2 (6.25%) Consultant
7 2 (6.25%) Data Scientist
7 2 (6.25%) Design Engineer
7 2 (6.25%) Scrum Master
7 2 (6.25%) Statistician
8 1 (3.13%) Agile Project Manager
8 1 (3.13%) Senior Statistician
Libraries, Frameworks & Software Standards
1 16 (50.00%) .NET
2 8 (25.00%) XML
3 5 (15.63%) CSS
3 5 (15.63%) HTML
4 2 (6.25%) ASP.NET
4 2 (6.25%) TensorFlow
5 1 (3.13%) Node.js
5 1 (3.13%) NumPy
5 1 (3.13%) SciPy
5 1 (3.13%) Torch
5 1 (3.13%) Web Services
Miscellaneous
1 17 (53.13%) Computer Science
2 11 (34.38%) Analytical Skills
3 6 (18.75%) Algorithms
4 5 (15.63%) Client/Server
4 5 (15.63%) Fintech
4 5 (15.63%) Robotics
5 3 (9.38%) Enterprise Software
6 2 (6.25%) Self-Motivation
7 1 (3.13%) Handset
7 1 (3.13%) Mobile App
Operating Systems
1 16 (50.00%) Linux
2 5 (15.63%) Mac OS X
2 5 (15.63%) Windows
3 1 (3.13%) Android
3 1 (3.13%) Embedded Linux
Processes & Methodologies
1 31 (96.88%) Mathematics
2 15 (46.88%) Physics
3 14 (43.75%) Machine Learning
4 12 (37.50%) Software Engineering
5 10 (31.25%) Artificial Intelligence
6 8 (25.00%) Problem-Solving
7 7 (21.88%) Agile Software Development
8 5 (15.63%) Continuous Improvement
8 5 (15.63%) Data Science
8 5 (15.63%) Statistics
9 4 (12.50%) CAD
9 4 (12.50%) Test Automation
10 3 (9.38%) Business Intelligence
10 3 (9.38%) Robotic Process Automation
10 3 (9.38%) Scrum
10 3 (9.38%) User Acceptance Testing
11 2 (6.25%) Coaching
11 2 (6.25%) Performance Metrics
11 2 (6.25%) Process Improvement
11 2 (6.25%) Statistical Modelling
Programming Languages
1 15 (46.88%) Java
2 13 (40.63%) C#
2 13 (40.63%) Python
3 12 (37.50%) C++
4 11 (34.38%) C
5 7 (21.88%) JavaScript
6 5 (15.63%) PHP
6 5 (15.63%) Ruby
6 5 (15.63%) SQL
7 3 (9.38%) VB
7 3 (9.38%) VBA
8 2 (6.25%) MATLAB
8 2 (6.25%) R
9 1 (3.13%) Bash Shell
Qualifications
1 32 (100.00%) Degree
2 20 (62.50%) Computer Science Degree
3 13 (40.63%) PhD
System Software
1 1 (3.13%) Docker
Vendors
1 5 (15.63%) WorldPay
2 3 (9.38%) Cognos
3 1 (3.13%) Microsoft