Period
to 16 October 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 16 October 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
16 Oct 2018
Same period 2017 Same period 2016
Rank 145 131 112
Rank change year-on-year -14 -19 +54
Permanent jobs citing Numerate Degree 40 67 72
As % of all permanent IT jobs advertised in Cambridgeshire 1.14% 1.76% 2.03%
As % of the Qualifications category 3.50% 4.57% 5.89%
Number of salaries quoted 24 60 40
Cambridgeshire median annual salary £34,000 £34,000 £40,000
Median salary % change year-on-year - -15.00% +3.23%
10th Percentile £26,250 £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% -18.75%

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 1,144 1,465 1,223
As % of all permanent IT jobs advertised in Cambridgeshire 32.63% 38.57% 34.45%
Number of salaries quoted 804 1,083 960
Cambridgeshire median annual salary £44,750 £45,000 £42,500
Median salary % change year-on-year -0.56% +5.88% +1.80%
10th Percentile £26,250 £26,250 £24,700
90th Percentile £70,875 £71,250 £67,500
East of England median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65% -

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 16 October 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 16 October 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 -4 29 £37,500 +10.29% 5
Peterborough - 11 £27,000 - 1
Numerate Degree
East of England

For the 6 months to 16 October 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 40 (100.00%) Degree
2 34 (85.00%) Mathematics
3 23 (57.50%) Machine Learning
4 20 (50.00%) Software Engineering
5 19 (47.50%) Python
6 14 (35.00%) Computer Science Degree
7 13 (32.50%) Linux
8 12 (30.00%) Analytical Skills
8 12 (30.00%) Algorithms
8 12 (30.00%) Predictive Modelling
8 12 (30.00%) Computer Science
9 11 (27.50%) Physics
9 11 (27.50%) Fintech
9 11 (27.50%) C#
10 10 (25.00%) Artificial Intelligence
11 9 (22.50%) Finance
11 9 (22.50%) PhD
12 8 (20.00%) Java
12 8 (20.00%) JavaScript
12 8 (20.00%) .NET
12 8 (20.00%) Market Making
12 8 (20.00%) Automated Trading
12 8 (20.00%) Problem-Solving
12 8 (20.00%) High-Frequency Trading
12 8 (20.00%) Algorithmic Trading
13 7 (17.50%) C++
14 6 (15.00%) SQL
14 6 (15.00%) R
14 6 (15.00%) Statistics
14 6 (15.00%) 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 3 (7.50%) SAS
2 2 (5.00%) MS Exchange
Applications
1 2 (5.00%) Microsoft Excel
1 2 (5.00%) Microsoft PowerPoint
1 2 (5.00%) SOLIDWORKS
Communications & Networking
1 2 (5.00%) Firewall
Database & Business Intelligence
1 4 (10.00%) SQL Server
Development Applications
1 2 (5.00%) Git (software)
1 2 (5.00%) LabVIEW
2 1 (2.50%) JIRA
General
1 9 (22.50%) Finance
2 4 (10.00%) Games
3 3 (7.50%) Legal
4 2 (5.00%) Electronics
4 2 (5.00%) Manufacturing
Job Titles
1 12 (30.00%) Developer
2 10 (25.00%) Graduate
3 8 (20.00%) Python Developer
4 7 (17.50%) Software Engineer
4 7 (17.50%) Support Engineer
5 6 (15.00%) Graduate Software Engineer
6 5 (12.50%) C++ Software Engineer
6 5 (12.50%) Graduate C++ Software Engineer
7 4 (10.00%) Data Scientist
7 4 (10.00%) Graduate Developer
7 4 (10.00%) Graduate Software Developer
7 4 (10.00%) Software Developer
8 3 (7.50%) Integration Engineer
8 3 (7.50%) Software Support Engineer
8 3 (7.50%) Technical Engineer
8 3 (7.50%) Technical Support
8 3 (7.50%) Technical Support Engineer
9 2 (5.00%) Administrator
9 2 (5.00%) Senior Systems Administrator
9 2 (5.00%) Test Engineer
Libraries, Frameworks & Software Standards
1 8 (20.00%) .NET
2 4 (10.00%) AngularJS
2 4 (10.00%) EDI
3 3 (7.50%) CSS
3 3 (7.50%) HTML
3 3 (7.50%) XML
4 2 (5.00%) TensorFlow
Miscellaneous
1 12 (30.00%) Algorithms
1 12 (30.00%) Analytical Skills
1 12 (30.00%) Computer Science
2 11 (27.50%) Fintech
3 6 (15.00%) Self-Motivation
4 3 (7.50%) Client/Server
5 2 (5.00%) Robotics
6 1 (2.50%) Embedded Systems
Operating Systems
1 13 (32.50%) Linux
2 3 (7.50%) Mac OS X
2 3 (7.50%) Windows
3 2 (5.00%) Mac OS
4 1 (2.50%) Unix
Processes & Methodologies
1 34 (85.00%) Mathematics
2 23 (57.50%) Machine Learning
3 20 (50.00%) Software Engineering
4 12 (30.00%) Predictive Modelling
5 11 (27.50%) Physics
6 10 (25.00%) Artificial Intelligence
7 8 (20.00%) Algorithmic Trading
7 8 (20.00%) Automated Trading
7 8 (20.00%) High-Frequency Trading
7 8 (20.00%) Market Making
7 8 (20.00%) Problem-Solving
8 6 (15.00%) Statistics
9 5 (12.50%) Agile Software Development
9 5 (12.50%) Data Science
9 5 (12.50%) Scrum
10 4 (10.00%) CAD
10 4 (10.00%) E-business
11 3 (7.50%) Collaborative Working
11 3 (7.50%) Statistical Modelling
12 2 (5.00%) Pricing Strategy
Programming Languages
1 19 (47.50%) Python
2 11 (27.50%) C#
3 8 (20.00%) Java
3 8 (20.00%) JavaScript
4 7 (17.50%) C++
5 6 (15.00%) R
5 6 (15.00%) SQL
6 5 (12.50%) C
7 3 (7.50%) Bash Shell
7 3 (7.50%) PHP
7 3 (7.50%) Ruby
8 2 (5.00%) MATLAB
8 2 (5.00%) PowerShell
Qualifications
1 40 (100.00%) Degree
2 14 (35.00%) Computer Science Degree
3 9 (22.50%) PhD
4 2 (5.00%) Postgraduate
Quality Assurance & Compliance
1 1 (2.50%) QA
System Software
1 2 (5.00%) Active Directory
Vendors
1 4 (10.00%) Microsoft
2 3 (7.50%) WorldPay