Period
to 10 December 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 10 December 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
10 Dec 2018
Same period 2017 Same period 2016
Rank 162 160 112
Rank change year-on-year -2 -48 +48
Permanent jobs citing Numerate Degree 19 55 74
As % of all permanent IT jobs advertised in Cambridgeshire 0.62% 1.29% 2.17%
As % of the Qualifications category 1.93% 3.08% 5.92%
Number of salaries quoted 15 46 41
Cambridgeshire median annual salary £40,000 £38,000 £40,000
Median salary % change year-on-year +5.26% -5.00% +6.67%
10th Percentile £26,550 £26,250 £23,250
90th Percentile £90,000 £60,000 £60,000
East of England median annual salary £37,500 £34,000 £32,500
% change year-on-year +10.29% +4.62% -13.33%

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 Cambridgeshire with a requirement for academic qualifications or professional certifications.

All Academic and Professional Certifications
Cambridgeshire
Permanent vacancies requiring academic qualifications or professional certifications 986 1,785 1,251
As % of all permanent IT jobs advertised in Cambridgeshire 31.96% 41.72% 36.70%
Number of salaries quoted 704 1,316 970
Cambridgeshire median annual salary £45,070 £45,000 £42,500
Median salary % change year-on-year +0.15% +5.88% +6.25%
10th Percentile £27,000 £26,750 £24,975
90th Percentile £69,625 £70,500 £65,800
East of England median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65% -1.29%

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 10 December 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 10 December 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 +6 15 £70,000 +105.88% 9
Peterborough -30 4 £27,000 -35.71%
Numerate Degree
East of England

For the 6 months to 10 December 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 19 (100.00%) Degree
2 14 (73.68%) Mathematics
3 12 (63.16%) Software Engineering
4 11 (57.89%) Machine Learning
5 10 (52.63%) Python
6 8 (42.11%) Computer Science Degree
7 7 (36.84%) Finance
7 7 (36.84%) Linux
7 7 (36.84%) Artificial Intelligence
8 6 (31.58%) Algorithmic Trading
8 6 (31.58%) Predictive Modelling
8 6 (31.58%) C#
8 6 (31.58%) Automated Trading
8 6 (31.58%) High-Frequency Trading
8 6 (31.58%) Algorithms
8 6 (31.58%) Market Making
8 6 (31.58%) Fintech
9 5 (26.32%) Analytical Skills
9 5 (26.32%) Problem-Solving
9 5 (26.32%) JavaScript
9 5 (26.32%) Scrum
9 5 (26.32%) Computer Science
9 5 (26.32%) Agile Software Development
10 4 (21.05%) Physics
10 4 (21.05%) AngularJS
10 4 (21.05%) Games
10 4 (21.05%) E-business
10 4 (21.05%) SQL Server
10 4 (21.05%) EDI
10 4 (21.05%) Self-Motivation

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 2 (10.53%) MS Exchange
Communications & Networking
1 2 (10.53%) Firewall
Database & Business Intelligence
1 4 (21.05%) SQL Server
Development Applications
1 2 (10.53%) Git (software)
2 1 (5.26%) JIRA
General
1 7 (36.84%) Finance
2 4 (21.05%) Games
Job Titles
1 10 (52.63%) Developer
2 6 (31.58%) Graduate
2 6 (31.58%) Python Developer
3 4 (21.05%) Graduate Developer
3 4 (21.05%) Graduate Software Developer
3 4 (21.05%) Software Developer
4 2 (10.53%) Administrator
4 2 (10.53%) C++ Software Engineer
4 2 (10.53%) Cloud Engineer
4 2 (10.53%) Firewall Administrator
4 2 (10.53%) Graduate C++ Software Engineer
4 2 (10.53%) Graduate Software Engineer
4 2 (10.53%) Linux Engineer
4 2 (10.53%) Linux Support
4 2 (10.53%) Linux Support Engineer
4 2 (10.53%) Senior Systems Administrator
4 2 (10.53%) Software Engineer
4 2 (10.53%) Support Engineer
4 2 (10.53%) Systems Administrator
4 2 (10.53%) Test Engineer
Libraries, Frameworks & Software Standards
1 4 (21.05%) AngularJS
1 4 (21.05%) EDI
2 2 (10.53%) .NET
Miscellaneous
1 6 (31.58%) Algorithms
1 6 (31.58%) Fintech
2 5 (26.32%) Analytical Skills
3 4 (21.05%) Self-Motivation
4 1 (5.26%) Embedded Systems
Operating Systems
1 7 (36.84%) Linux
2 2 (10.53%) Mac OS
3 1 (5.26%) Unix
Processes & Methodologies
1 14 (73.68%) Mathematics
2 12 (63.16%) Software Engineering
3 11 (57.89%) Machine Learning
4 7 (36.84%) Artificial Intelligence
5 6 (31.58%) Algorithmic Trading
5 6 (31.58%) Automated Trading
5 6 (31.58%) High-Frequency Trading
5 6 (31.58%) Market Making
5 6 (31.58%) Predictive Modelling
6 5 (26.32%) Agile Software Development
6 5 (26.32%) Computer Science
6 5 (26.32%) Problem-Solving
6 5 (26.32%) Scrum
7 4 (21.05%) E-business
7 4 (21.05%) Physics
8 1 (5.26%) API Testing
8 1 (5.26%) Continuous Integration
8 1 (5.26%) Functional Testing
8 1 (5.26%) Non-Functional Testing
8 1 (5.26%) SDLC
Programming Languages
1 10 (52.63%) Python
2 6 (31.58%) C#
3 5 (26.32%) JavaScript
4 3 (15.79%) Bash Shell
5 2 (10.53%) C
5 2 (10.53%) C++
5 2 (10.53%) Java
5 2 (10.53%) PowerShell
6 1 (5.26%) SQL
Qualifications
1 19 (100.00%) Degree
2 8 (42.11%) Computer Science Degree
3 2 (10.53%) PhD
Quality Assurance & Compliance
1 1 (5.26%) QA
System Software
1 2 (10.53%) Active Directory
Vendors
1 2 (10.53%) Microsoft