Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for Mathematics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Mathematics over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
East of England > Cambridgeshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 13 24 40
Rank change year-on-year +11 +16 -7
Permanent jobs citing Mathematics 713 333 240
As % of all permanent IT jobs advertised in Cambridgeshire 16.94% 9.69% 5.81%
As % of the Processes & Methodologies category 18.36% 11.00% 6.59%
Number of salaries quoted 495 254 231
Cambridgeshire median annual salary £45,000 £32,500 £40,000
Median salary % change year-on-year +38.46% -18.75% +6.67%
10th Percentile £26,250 £23,325 £24,500
90th Percentile £70,000 £71,000 £61,250
East of England median annual salary £45,000 £37,500 £40,000
% change year-on-year +20.00% -6.25% -

Mathematics is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Permanent vacancies with a requirement for process or methodology skills 3883 3027 3642
As % of all permanent IT jobs advertised in Cambridgeshire 92.23% 88.07% 88.12%
Number of salaries quoted 2970 2488 3146
Cambridgeshire median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £27,500 £26,250 £27,500
90th Percentile £71,250 £66,250 £65,000
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +3.45%

Mathematics
Job Vacancy Trend in Cambridgeshire

Job postings citing Mathematics as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Mathematics in Cambridgeshire

Mathematics
Salary Trend in Cambridgeshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Mathematics in Cambridgeshire.

Salary trend for Mathematics in Cambridgeshire

Mathematics
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Mathematics in Cambridgeshire over the 6 months to 20 November 2017.

Salary histogram for Mathematics in Cambridgeshire

Mathematics
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mathematics within the Cambridgeshire region over the 6 months to 20 November 2017. 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 +5 670 £45,000 +38.46% 64
Peterborough +10 20 £42,000 +64.71% 6
St Neots - 1 £23,250 -
Huntingdon - 1 £42,500 -
Mathematics
East of England

For the 6 months to 20 November 2017, IT jobs citing Mathematics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cambridgeshire region with a requirement for Mathematics.

1 482 (67.60%) Computer Science
2 396 (55.54%) Degree
3 360 (50.49%) Python
4 357 (50.07%) Software Engineering
5 345 (48.39%) Physics
6 339 (47.55%) C++
7 246 (34.50%) Java
8 241 (33.80%) Algorithms
9 230 (32.26%) C
10 207 (29.03%) Machine Learning
11 204 (28.61%) C#
12 180 (25.25%) Linux
13 167 (23.42%) PhD
14 162 (22.72%) MATLAB
15 150 (21.04%) Statistics
16 137 (19.21%) SQL
17 133 (18.65%) OO
17 133 (18.65%) Agile Software Development
18 130 (18.23%) Finance
19 113 (15.85%) Windows
20 108 (15.15%) Artificial Intelligence
21 98 (13.74%) Electronics
22 92 (12.90%) JavaScript
23 83 (11.64%) Computer Science Degree
24 80 (11.22%) .NET
25 78 (10.94%) Test Automation
26 72 (10.10%) Analytical Skills
27 69 (9.68%) SDLC
28 66 (9.26%) Computer Vision
29 58 (8.13%) Numerate Degree

Mathematics
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 13 (1.82%) Apache Spark
2 7 (0.98%) Cloud Foundry
3 6 (0.84%) Elasticsearch
4 5 (0.70%) OpenStack
5 2 (0.28%) MS Exchange
5 2 (0.28%) SAS
6 1 (0.14%) Jupyter
6 1 (0.14%) SharePoint
Applications
1 8 (1.12%) Microsoft Office
2 7 (0.98%) Microsoft Excel
3 2 (0.28%) Microsoft PowerPoint
4 1 (0.14%) GNU Octave
4 1 (0.14%) Mathematica
4 1 (0.14%) Microsoft Project
4 1 (0.14%) SOLIDWORKS
4 1 (0.14%) Weka
Business Applications
1 5 (0.70%) SAP MDG
2 2 (0.28%) WebTrends
Cloud Services
1 24 (3.37%) Amazon AWS
2 17 (2.38%) Microsoft Azure
3 12 (1.68%) SaaS
4 3 (0.42%) Azure Machine Learning
4 3 (0.42%) GitHub
5 2 (0.28%) AdWords
5 2 (0.28%) Google Analytics
Communications & Networking
1 49 (6.87%) Wireless
2 46 (6.45%) TCP/IP
3 18 (2.52%) WLAN
4 12 (1.68%) Firewall
5 10 (1.40%) Ethernet
6 9 (1.26%) Bluetooth
6 9 (1.26%) Wi-Fi
7 8 (1.12%) WAN
8 7 (0.98%) LAN
9 6 (0.84%) Network Security
10 4 (0.56%) BGP
10 4 (0.56%) EIGRP
10 4 (0.56%) OSPF
10 4 (0.56%) RIP
11 3 (0.42%) MPLS
11 3 (0.42%) VoIP
11 3 (0.42%) VSAT
12 2 (0.28%) HTTP
13 1 (0.14%) SNMP
13 1 (0.14%) VPN
Database & Business Intelligence
1 42 (5.89%) Big Data
2 35 (4.91%) NoSQL
3 20 (2.81%) SQL Server
4 18 (2.52%) Relational Database
5 17 (2.38%) RDBMS
6 13 (1.82%) Data Mining
7 10 (1.40%) BusinessObjects
8 7 (0.98%) MySQL
9 6 (0.84%) Apache Cassandra
10 5 (0.70%) GIS
10 5 (0.70%) Hadoop
10 5 (0.70%) SAP Data Services
11 2 (0.28%) Blockchain
11 2 (0.28%) Crystal Reports
12 1 (0.14%) DB2
12 1 (0.14%) Oracle BI EE
Development Applications
1 55 (7.71%) Git (software)
2 42 (5.89%) Visual Studio
3 34 (4.77%) NUnit
4 22 (3.09%) Jenkins
5 18 (2.52%) Team Foundation Server
6 8 (1.12%) JUnit
7 7 (0.98%) Rhino Mocks
8 6 (0.84%) ClearCase
9 4 (0.56%) ReSharper
10 3 (0.42%) JIRA
10 3 (0.42%) Selenium
11 2 (0.28%) TeamCity
11 2 (0.28%) WebSharper
General
1 130 (18.23%) Finance
2 98 (13.74%) Electronics
3 21 (2.95%) Telecoms
4 13 (1.82%) Retail
5 8 (1.12%) Marketing
6 6 (0.84%) French Language
6 6 (0.84%) Manufacturing
7 5 (0.70%) Automotive
8 2 (0.28%) Arabic Language
8 2 (0.28%) Portuguese Language
8 2 (0.28%) Spanish Language
9 1 (0.14%) Games
9 1 (0.14%) Multimedia
9 1 (0.14%) Pharmaceutical
Job Titles
1 253 (35.48%) Software Engineer
2 226 (31.70%) Developer
3 196 (27.49%) Graduate
4 140 (19.64%) C++ Software Engineer
5 133 (18.65%) Software Developer
6 86 (12.06%) Graduate Software Engineer
7 82 (11.50%) C++ Developer
8 79 (11.08%) C++ Software Developer
9 76 (10.66%) C Software Engineer
10 73 (10.24%) Developer/Software Engineer
11 65 (9.12%) Embedded Engineer
12 64 (8.98%) C/C++ Software Engineer
13 61 (8.56%) C# Developer
14 55 (7.71%) Analyst
15 50 (7.01%) Java Engineer
15 50 (7.01%) Java Software Engineer
16 49 (6.87%) Graduate Developer
17 41 (5.75%) C Developer
17 41 (5.75%) C/C++ Developer
17 41 (5.75%) C/C++ Software Developer
Libraries, Frameworks & Software Standards
1 80 (11.22%) .NET
2 55 (7.71%) WPF
3 41 (5.75%) HTML
4 29 (4.07%) Apache Axis
5 28 (3.93%) CSS
6 26 (3.65%) ASP.NET
7 23 (3.23%) OpenGL
8 22 (3.09%) WCF
9 20 (2.81%) TensorFlow
10 13 (1.82%) Ehcache
10 13 (1.82%) HTML5
10 13 (1.82%) Reactive Extensions
10 13 (1.82%) REST
11 12 (1.68%) jQuery
11 12 (1.68%) Velocity
11 12 (1.68%) XML
12 11 (1.54%) HEVC
13 10 (1.40%) Web Services
14 9 (1.26%) Torch
15 8 (1.12%) WinForms
Miscellaneous
1 482 (67.60%) Computer Science
2 241 (33.80%) Algorithms
3 72 (10.10%) Analytical Skills
4 38 (5.33%) Augmented Reality
5 35 (4.91%) Data Structures
6 31 (4.35%) Embedded Systems
7 30 (4.21%) 3D Printing
8 29 (4.07%) 3D Graphics
8 29 (4.07%) Life Science
9 22 (3.09%) Robotics
10 13 (1.82%) Acoustics
11 10 (1.40%) Linux Command Line
12 9 (1.26%) CUDA
13 8 (1.12%) Renewable Energy
13 8 (1.12%) Smart Energy
14 5 (0.70%) Field-Programmable Gate Array
14 5 (0.70%) GPGPU
14 5 (0.70%) Reinsurance
14 5 (0.70%) VHDL
15 4 (0.56%) PKI
Operating Systems
1 180 (25.25%) Linux
2 113 (15.85%) Windows
3 27 (3.79%) Android
4 19 (2.66%) Unix
5 12 (1.68%) Apple iOS
6 4 (0.56%) Embedded Linux
7 1 (0.14%) Red Hat Enterprise Linux
7 1 (0.14%) Windows Server
Processes & Methodologies
1 357 (50.07%) Software Engineering
2 345 (48.39%) Physics
3 207 (29.03%) Machine Learning
4 150 (21.04%) Statistics
5 133 (18.65%) Agile Software Development
5 133 (18.65%) OO
6 108 (15.15%) Artificial Intelligence
7 78 (10.94%) Test Automation
8 69 (9.68%) SDLC
9 66 (9.26%) Computer Vision
10 53 (7.43%) Multithreading
11 52 (7.29%) Analytics
12 51 (7.15%) Bayesian Methods
13 48 (6.73%) Neural Network
13 48 (6.73%) Unit Testing
14 45 (6.31%) TDD
15 44 (6.17%) Mentoring
16 42 (5.89%) Probabilistic Modelling
17 41 (5.75%) Economics
18 35 (4.91%) Data Analysis
Programming Languages
1 360 (50.49%) Python
2 339 (47.55%) C++
3 246 (34.50%) Java
4 230 (32.26%) C
5 204 (28.61%) C#
6 162 (22.72%) MATLAB
7 137 (19.21%) SQL
8 92 (12.90%) JavaScript
9 44 (6.17%) Julia
10 41 (5.75%) Perl
11 35 (4.91%) R
12 30 (4.21%) Embedded C
13 20 (2.81%) Embedded C++
14 17 (2.38%) Scala
15 15 (2.10%) Ruby
16 10 (1.40%) PHP
17 5 (0.70%) Assembly Language
17 5 (0.70%) T-SQL
18 3 (0.42%) VBA
19 2 (0.28%) VB
Qualifications
1 396 (55.54%) Degree
2 167 (23.42%) PhD
3 83 (11.64%) Computer Science Degree
4 58 (8.13%) Numerate Degree
5 10 (1.40%) CCNA
5 10 (1.40%) Cisco Certification
5 10 (1.40%) HNC
6 9 (1.26%) Security Cleared
7 7 (0.98%) CCNP
8 3 (0.42%) HND
9 2 (0.28%) MCP
9 2 (0.28%) SC Cleared
10 1 (0.14%) Microsoft Certification
Quality Assurance & Compliance
1 20 (2.81%) QA
2 5 (0.70%) Data Quality
3 3 (0.42%) SLA
System Software
1 31 (4.35%) Firmware
2 7 (0.98%) Docker
3 5 (0.70%) VMware Infrastructure
4 4 (0.56%) Active Directory
5 1 (0.14%) Hyper-V
5 1 (0.14%) iptables
Systems Management
1 7 (0.98%) HP Quality Center
2 1 (0.14%) Cobbler
2 1 (0.14%) Opscode Chef
2 1 (0.14%) Puppet
2 1 (0.14%) Systems Management Server (SMS)
Vendors
1 48 (6.73%) Microsoft
2 16 (2.24%) Perforce
3 13 (1.82%) Cisco
3 13 (1.82%) Terracotta
4 9 (1.26%) Oracle
4 9 (1.26%) TOWER Software
5 8 (1.12%) SAP
5 8 (1.12%) Tableau
6 5 (0.70%) Twitter
6 5 (0.70%) VMware
6 5 (0.70%) Xilinx
7 4 (0.56%) Nokia
7 4 (0.56%) Remedy
7 4 (0.56%) Virgin Media
8 3 (0.42%) Ciena
8 3 (0.42%) Facebook
9 2 (0.28%) Cognos
9 2 (0.28%) Intel
9 2 (0.28%) NetApp
9 2 (0.28%) Rackspace