Period
to 20 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridge 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 July 2017 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
Cambridgeshire > Cambridge
6 months to
20 Jul 2017
Same period 2016 Same period 2015
Rank 7 20 24
Rank change year-on-year +13 +4 +1
Permanent jobs citing Mathematics 576 273 257
As % of all permanent IT jobs advertised in Cambridge 21.44% 10.46% 8.84%
As % of the Processes & Methodologies category 23.82% 11.69% 10.30%
Number of salaries quoted 361 220 231
Cambridge median annual salary £45,000 £40,000 £42,500
Median salary % change year-on-year +12.50% -5.88% +13.33%
10th Percentile £26,250 £26,250 £26,250
90th Percentile £68,750 £67,500 £56,250
Cambridgeshire median annual salary £45,000 £40,000 £41,750
% change year-on-year +12.50% -4.19% +11.33%

Mathematics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridge
Permanent job vacancies with a requirement for process and methodology skills 2418 2335 2496
As % of all permanent IT job vacancies advertised in Cambridge 89.99% 89.46% 85.89%
Number of salaries quoted 1815 1852 2092
Cambridge median annual salary £45,000 £45,000 £43,500
Median salary % change year-on-year - +3.45% +8.75%
10th Percentile £27,600 £27,500 £27,500
90th Percentile £72,000 £66,250 £60,000
Cambridgeshire median annual salary £45,000 £45,000 £44,000
% change year-on-year - +2.27% +8.64%

Mathematics
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Mathematics in Cambridge

Mathematics
Salary Trend in Cambridge

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

Salary trend for Mathematics in Cambridge

Mathematics
Salary Histogram in Cambridge

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

Salary histogram for Mathematics in Cambridge

For the 6 months to 20 July 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 Cambridge region with a requirement for Mathematics.

1 355 (61.63%) Python
2 331 (57.47%) Degree
3 321 (55.73%) Computer Science
4 310 (53.82%) C++
5 294 (51.04%) Physics
6 287 (49.83%) Software Engineering
7 233 (40.45%) Java
8 190 (32.99%) Algorithms
9 185 (32.12%) C#
10 178 (30.90%) Machine Learning
11 175 (30.38%) C
12 159 (27.60%) PhD
13 139 (24.13%) MATLAB
14 126 (21.88%) Linux
15 91 (15.80%) Wireless
16 89 (15.45%) Analytical Skills
17 88 (15.28%) Electronics
18 86 (14.93%) Windows
18 86 (14.93%) Statistics
19 83 (14.41%) .NET
20 82 (14.24%) Numerate Degree
21 80 (13.89%) Artificial Intelligence
22 77 (13.37%) SQL
23 68 (11.81%) Agile Software Development
24 67 (11.63%) Perl
24 67 (11.63%) OO
25 65 (11.28%) JavaScript
26 64 (11.11%) Finance
27 63 (10.94%) Test Automation
28 62 (10.76%) Computer Science Degree

Mathematics
Co-occurring IT Skills in Cambridge 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 11 (1.91%) Apache Spark
1 11 (1.91%) Cloud Foundry
2 3 (0.52%) Elasticsearch
2 3 (0.52%) Jupyter
3 1 (0.17%) DNN
3 1 (0.17%) MS Exchange
Applications
1 6 (1.04%) Microsoft Office
2 4 (0.69%) Microsoft Excel
3 3 (0.52%) Microsoft Project
Business Applications
1 5 (0.87%) SAP MDG
Cloud Services
1 11 (1.91%) Amazon AWS
2 2 (0.35%) Microsoft Azure
3 1 (0.17%) GitHub
Communications & Networking
1 91 (15.80%) Wireless
2 40 (6.94%) Bluetooth
3 36 (6.25%) Wi-Fi
4 29 (5.03%) Firewall
5 18 (3.13%) DVB
5 18 (3.13%) Internet
5 18 (3.13%) LTE
5 18 (3.13%) WLAN
6 14 (2.43%) TCP/IP
7 12 (2.08%) Network Security
8 5 (0.87%) OFDM
9 4 (0.69%) 802.11
10 2 (0.35%) Ethernet
11 1 (0.17%) DHCP
11 1 (0.17%) DNS
11 1 (0.17%) ZigBee
Database & Business Intelligence
1 17 (2.95%) Big Data
2 14 (2.43%) SQL Server
3 11 (1.91%) Relational Database
4 10 (1.74%) NoSQL
5 8 (1.39%) RDBMS
6 5 (0.87%) Data Mining
6 5 (0.87%) SAP Data Services
7 4 (0.69%) BusinessObjects
8 3 (0.52%) Apache Cassandra
8 3 (0.52%) MySQL
9 1 (0.17%) Oracle BI EE
Development Applications
1 36 (6.25%) Git (software)
2 32 (5.56%) Jenkins
3 31 (5.38%) Visual Studio
4 26 (4.51%) NUnit
5 11 (1.91%) Rhino Mocks
6 9 (1.56%) Team Foundation Server
7 8 (1.39%) JUnit
8 5 (0.87%) JIRA
9 3 (0.52%) ClearCase
10 2 (0.35%) Ranorex
11 1 (0.17%) Atlassian Bamboo
11 1 (0.17%) Selenium
11 1 (0.17%) TeamCity
General
1 88 (15.28%) Electronics
2 64 (11.11%) Finance
3 40 (6.94%) Telecoms
4 12 (2.08%) Aerospace
5 10 (1.74%) French Language
6 3 (0.52%) Automotive
6 3 (0.52%) Marketing
6 3 (0.52%) Pharmaceutical
6 3 (0.52%) Spanish Language
7 2 (0.35%) Japanese Language
7 2 (0.35%) Retail
8 1 (0.17%) Banking
8 1 (0.17%) Games
8 1 (0.17%) Italian Language
8 1 (0.17%) Manufacturing
Job Titles
1 204 (35.42%) Graduate
2 180 (31.25%) Software Engineer
3 136 (23.61%) Developer
4 110 (19.10%) C++ Software Engineer
5 98 (17.01%) Software Developer
6 79 (13.72%) Embedded Engineer
7 68 (11.81%) C++ Developer
8 67 (11.63%) Analyst
9 59 (10.24%) C++ Software Developer
10 54 (9.38%) Graduate Software Engineer
11 51 (8.85%) Graduate Analyst
12 49 (8.51%) Graduate Developer
13 48 (8.33%) Consultant
14 46 (7.99%) C Software Engineer
14 46 (7.99%) C/C++ Software Engineer
15 41 (7.12%) Graduate Software Developer
16 40 (6.94%) Embedded Software Engineer
17 39 (6.77%) Developer/Software Engineer
18 36 (6.25%) Graduate C++ Software Developer
18 36 (6.25%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 83 (14.41%) .NET
2 38 (6.60%) ASP.NET
3 24 (4.17%) Apache Axis
4 19 (3.30%) HTML
5 17 (2.95%) CSS
6 16 (2.78%) HTML5
6 16 (2.78%) jQuery
7 14 (2.43%) Natural Language Processing
8 12 (2.08%) OpenGL
8 12 (2.08%) POSIX
9 11 (1.91%) Backbone.js
9 11 (1.91%) CSS3
9 11 (1.91%) Node.js
9 11 (1.91%) XML
10 10 (1.74%) WPF
11 8 (1.39%) REST
12 7 (1.22%) TensorFlow
13 6 (1.04%) Velocity
14 5 (0.87%) RESTful
15 4 (0.69%) 802.1X
Miscellaneous
1 321 (55.73%) Computer Science
2 190 (32.99%) Algorithms
3 89 (15.45%) Analytical Skills
4 46 (7.99%) Augmented Reality
5 26 (4.51%) 3D Printing
6 25 (4.34%) Embedded Systems
7 17 (2.95%) Internet of Things
7 17 (2.95%) Smartphone
8 16 (2.78%) Data Structures
9 11 (1.91%) 3D Graphics
9 11 (1.91%) ASIC
9 11 (1.91%) Field-Programmable Gate Array
10 10 (1.74%) Life Science
11 8 (1.39%) Smart Energy
12 7 (1.22%) Verilog
13 6 (1.04%) SystemC
14 5 (0.87%) Enterprise Software
14 5 (0.87%) Linux Command Line
14 5 (0.87%) Mobile App
15 2 (0.35%) Data Centre
Operating Systems
1 126 (21.88%) Linux
2 86 (14.93%) Windows
3 31 (5.38%) Android
3 31 (5.38%) Unix
4 16 (2.78%) Apple iOS
Processes & Methodologies
1 294 (51.04%) Physics
2 287 (49.83%) Software Engineering
3 178 (30.90%) Machine Learning
4 86 (14.93%) Statistics
5 80 (13.89%) Artificial Intelligence
6 68 (11.81%) Agile Software Development
7 67 (11.63%) OO
8 63 (10.94%) Test Automation
9 51 (8.85%) Mentoring
10 45 (7.81%) Bayesian Methods
11 40 (6.94%) CAD
12 39 (6.77%) Signal Processing
13 35 (6.08%) Unit Testing
14 31 (5.38%) Test Scripting
15 30 (5.21%) Configuration Management
16 27 (4.69%) Economics
17 26 (4.51%) CAE
18 24 (4.17%) OOP
18 24 (4.17%) Software Architecture
18 24 (4.17%) User Stories
Programming Languages
1 355 (61.63%) Python
2 310 (53.82%) C++
3 233 (40.45%) Java
4 185 (32.12%) C#
5 175 (30.38%) C
6 139 (24.13%) MATLAB
7 77 (13.37%) SQL
8 67 (11.63%) Perl
9 65 (11.28%) JavaScript
10 32 (5.56%) Embedded C
11 27 (4.69%) Julia
12 25 (4.34%) R
13 21 (3.65%) Embedded C++
14 17 (2.95%) Ruby
15 14 (2.43%) PHP
16 11 (1.91%) Assembly Language
17 9 (1.56%) Scala
18 2 (0.35%) F#
18 2 (0.35%) Haskell
18 2 (0.35%) OCaml
Qualifications
1 331 (57.47%) Degree
2 159 (27.60%) PhD
3 82 (14.24%) Numerate Degree
4 62 (10.76%) Computer Science Degree
5 21 (3.65%) Security Cleared
6 2 (0.35%) Master's Degree
7 1 (0.17%) ISEB
7 1 (0.17%) ISTQB
Quality Assurance & Compliance
1 21 (3.65%) QA
2 8 (1.39%) Data Quality
System Software
1 53 (9.20%) Firmware
2 11 (1.91%) Docker
3 2 (0.35%) Virtual Machines
4 1 (0.17%) Active Directory
4 1 (0.17%) Xen
4 1 (0.17%) XenServer
Systems Management
1 12 (2.08%) HP Quality Center
Vendors
1 30 (5.21%) Microsoft
2 18 (3.13%) Perforce
3 5 (0.87%) Facebook
3 5 (0.87%) SAP
3 5 (0.87%) Twitter
4 4 (0.69%) Tableau
5 3 (0.52%) TOWER Software
6 2 (0.35%) Terracotta
7 1 (0.17%) Citrix
7 1 (0.17%) Lattice Semiconductor
7 1 (0.17%) Salesforce.com
7 1 (0.17%) VMware
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £30000 - £38000 per annum + Excellent Starting Salary + Benefits
Posted: 20 hours ago
Cambridge, Cambridgeshire
Pioneer Search
Salary: £25000 - £32000 per annum + Excellent Benifits
Posted: 20 hours ago
Cambridge, Cambridgeshire
Oscar
Salary: £30000 - £45000 per annum + benefits
Posted: 14 hours ago
Cambridge, Cambridgeshire
Quant Capital
Salary: Up to £35,000 per annum
Posted: 12 hours ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £45000 - £55000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Empiric
Salary: Negotiable
Posted: Yesterday
Cambridge, Cambridgeshire
Computer People
Salary: £25000 - £30000 per annum + Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Empiric
Salary: Negotiable
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Competetive
Posted: 2 days ago
Cambridge, Cambridgeshire
Empiric
Salary: From £25,000 to £35,000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Empiric
Salary: From £33,000 to £45,000 per annum benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Empiric
Salary: From £30,000 to £35,000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: £30k - 45k per year + Awesome Benefits+Prospects!
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k + benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Computer People
Salary: £25000 - £30000 per annum + Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £45000 - £60000 per annum + + Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £33k DOE plus benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Empiric
Salary: From £28,000 to £35,000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits & bonus
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Oho Group Ltd.
Salary: £25000 - £35000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
Empiric
Salary: Completely negotiable and excellent
Posted: 2 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £20000 - £40000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Empiric
Salary: From £50,000 to £60,000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £28000 - £35000 per annum + Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Empiric
Salary: Negotiable + excellent benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £90000 per annum + bens
Posted: 3 days ago