Period
to 19 May 2019

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 19 May 2019 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
East of England > Cambridgeshire
6 months to
19 May 2019
Same period 2018 Same period 2017
Rank 135 184 107
Rank change year-on-year +49 -77 +25
Permanent jobs citing Numerate Degree 25 34 84
As % of all permanent IT jobs advertised in Cambridgeshire 0.95% 0.78% 2.39%
As % of the Qualifications category 2.91% 2.20% 6.15%
Number of salaries quoted 21 20 61
Cambridgeshire median annual salary £80,000 £30,500 £35,000
Median salary % change year-on-year +162.30% -12.86% -6.67%
10th Percentile £26,250 £26,250 £26,250
90th Percentile £90,000 £45,000 £55,000
East of England median annual salary £47,500 £45,000 £34,000
% change year-on-year +5.56% +32.35% -24.44%

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 860 1,543 1,366
As % of all permanent IT jobs advertised in Cambridgeshire 32.66% 35.41% 38.81%
Number of salaries quoted 570 1,080 984
Cambridgeshire median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +8.43%
10th Percentile £28,000 £26,750 £26,250
90th Percentile £75,000 £62,500 £67,500
East of England median annual salary £45,000 £45,000 £43,000
% 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 19 May 2019.

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 19 May 2019. 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 +48 25 £80,000 +190.91%
Numerate Degree
East of England

For the 6 months to 19 May 2019, 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 25 (100.00%) Mathematics
2 23 (92.00%) Degree
3 21 (84.00%) Machine Learning
4 20 (80.00%) Python
5 18 (72.00%) Software Engineering
6 16 (64.00%) Finance
6 16 (64.00%) Algorithms
7 14 (56.00%) Algorithmic Trading
7 14 (56.00%) Predictive Modelling
7 14 (56.00%) Market Making
7 14 (56.00%) Fintech
7 14 (56.00%) Automated Trading
7 14 (56.00%) High-Frequency Trading
8 6 (24.00%) Linux
9 5 (20.00%) C++
9 5 (20.00%) Problem-Solving
10 4 (16.00%) Analytical Skills
10 4 (16.00%) QA
10 4 (16.00%) C#
10 4 (16.00%) PhD
10 4 (16.00%) Physics
10 4 (16.00%) Artificial Intelligence
10 4 (16.00%) Agile Software Development
11 3 (12.00%) .NET
11 3 (12.00%) SQL
11 3 (12.00%) Java
12 2 (8.00%) C
12 2 (8.00%) Scrum
12 2 (8.00%) Chemistry
12 2 (8.00%) Computer Science

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:

Development Applications
1 2 (8.00%) Git (software)
General
1 16 (64.00%) Finance
Job Titles
1 16 (64.00%) Developer
2 15 (60.00%) Python Developer
3 14 (56.00%) Machine Learning Developer
4 6 (24.00%) Graduate
5 2 (8.00%) C++ Software Engineer
5 2 (8.00%) Graduate C++ Software Engineer
5 2 (8.00%) Graduate IT Engineer
5 2 (8.00%) Graduate Software Engineer
5 2 (8.00%) IT Engineer
5 2 (8.00%) IT Graduate
5 2 (8.00%) Junior
5 2 (8.00%) Junior Developer
5 2 (8.00%) Linux Engineer
5 2 (8.00%) Linux Server Engineer
5 2 (8.00%) Mathematician
5 2 (8.00%) QA Engineer
5 2 (8.00%) QA Test Engineer
5 2 (8.00%) Server Engineer
5 2 (8.00%) Software Engineer
5 2 (8.00%) Test Engineer
Libraries, Frameworks & Software Standards
1 3 (12.00%) .NET
2 1 (4.00%) ASP.NET
2 1 (4.00%) Natural Language Processing
2 1 (4.00%) Razor View Engine
Miscellaneous
1 16 (64.00%) Algorithms
2 14 (56.00%) Fintech
3 4 (16.00%) Analytical Skills
4 1 (4.00%) Self-Motivation
Operating Systems
1 6 (24.00%) Linux
Processes & Methodologies
1 25 (100.00%) Mathematics
2 21 (84.00%) Machine Learning
3 18 (72.00%) Software Engineering
4 14 (56.00%) Algorithmic Trading
4 14 (56.00%) Automated Trading
4 14 (56.00%) High-Frequency Trading
4 14 (56.00%) Market Making
4 14 (56.00%) Predictive Modelling
5 5 (20.00%) Problem-Solving
6 4 (16.00%) Agile Software Development
6 4 (16.00%) Artificial Intelligence
6 4 (16.00%) Physics
7 2 (8.00%) Acceptance Criteria
7 2 (8.00%) API Testing
7 2 (8.00%) Chemistry
7 2 (8.00%) Computer Science
7 2 (8.00%) Functional Testing
7 2 (8.00%) Product Management
7 2 (8.00%) Scrum
7 2 (8.00%) SDLC
Programming Languages
1 20 (80.00%) Python
2 5 (20.00%) C++
3 4 (16.00%) C#
4 3 (12.00%) Java
4 3 (12.00%) SQL
5 2 (8.00%) C
6 1 (4.00%) Groovy
6 1 (4.00%) JavaScript
6 1 (4.00%) Lua
6 1 (4.00%) Perl
6 1 (4.00%) PowerShell
6 1 (4.00%) R
6 1 (4.00%) Ruby
6 1 (4.00%) TypeScript
6 1 (4.00%) VB.NET
Qualifications
1 23 (92.00%) Degree
2 4 (16.00%) PhD
3 2 (8.00%) Computer Science Degree
Quality Assurance & Compliance
1 4 (16.00%) QA