Period
to 25 July 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 25 July 2017 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
East of England > Cambridgeshire
6 months to
25 Jul 2017
Same period 2016 Same period 2015
Rank 13 24 36
Rank change year-on-year +11 +12 -5
Permanent jobs citing Mathematics 601 310 282
As % of all permanent IT jobs advertised in Cambridgeshire 15.91% 7.80% 6.52%
As % of the Processes & Methodologies category 17.89% 8.77% 7.63%
Number of salaries quoted 378 251 250
Cambridgeshire median annual salary £42,500 £40,000 £40,500
Median salary % change year-on-year +6.25% -1.23% +8.00%
10th Percentile £26,250 £26,250 £26,250
90th Percentile £68,750 £67,500 £56,250
East of England median annual salary £40,000 £40,000 £40,000

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 Cambridgeshire with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridgeshire
Permanent job vacancies with a requirement for process and methodology skills 3360 3534 3694
As % of all permanent IT job vacancies advertised in Cambridgeshire 88.96% 88.88% 85.43%
Number of salaries quoted 2560 2838 3086
Cambridgeshire median annual salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27% +9.59%
10th Percentile £27,000 £27,500 £27,500
90th Percentile £70,000 £65,000 £61,250
East of England median annual salary £45,000 £45,000 £44,500
% change year-on-year - +1.12% +4.71%

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 25 July 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 25 July 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 +11 589 £45,000 +12.50% 37
Peterborough -15 5 £42,000 -16.00% 1
Huntingdon +15 1 £42,500 +25.00%
Mathematics
East of England

For the 6 months to 25 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 Cambridgeshire region with a requirement for Mathematics.

1 365 (60.73%) Python
2 339 (56.41%) Degree
3 333 (55.41%) Computer Science
4 318 (52.91%) C++
5 303 (50.42%) Physics
6 299 (49.75%) Software Engineering
7 238 (39.60%) Java
8 201 (33.44%) Algorithms
9 191 (31.78%) Machine Learning
10 188 (31.28%) C#
11 178 (29.62%) C
12 165 (27.45%) PhD
13 146 (24.29%) MATLAB
14 129 (21.46%) Linux
15 93 (15.47%) Analytical Skills
16 92 (15.31%) Electronics
17 91 (15.14%) Statistics
18 89 (14.81%) Wireless
19 88 (14.64%) Windows
20 85 (14.14%) Artificial Intelligence
21 84 (13.98%) .NET
22 83 (13.81%) SQL
22 83 (13.81%) Numerate Degree
23 72 (11.98%) OO
24 71 (11.81%) Agile Software Development
25 70 (11.65%) JavaScript
26 68 (11.31%) Perl
27 67 (11.15%) Finance
28 66 (10.98%) Test Automation
29 64 (10.65%) Computer Science 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 11 (1.83%) Apache Spark
1 11 (1.83%) Cloud Foundry
2 3 (0.50%) Elasticsearch
2 3 (0.50%) Jupyter
3 1 (0.17%) DNN
Applications
1 9 (1.50%) Microsoft Office
2 4 (0.67%) Microsoft Excel
2 4 (0.67%) Microsoft Project
Business Applications
1 5 (0.83%) SAP MDG
Cloud Services
1 11 (1.83%) Amazon AWS
2 2 (0.33%) GitHub
2 2 (0.33%) Microsoft Azure
2 2 (0.33%) SaaS
Communications & Networking
1 89 (14.81%) Wireless
2 38 (6.32%) Bluetooth
3 34 (5.66%) Wi-Fi
4 28 (4.66%) Firewall
5 20 (3.33%) TCP/IP
6 19 (3.16%) WLAN
7 18 (3.00%) DVB
7 18 (3.00%) LTE
8 17 (2.83%) Internet
9 12 (2.00%) Network Security
10 5 (0.83%) Ethernet
10 5 (0.83%) OFDM
11 4 (0.67%) 802.11
12 3 (0.50%) MPLS
13 2 (0.33%) BGP
13 2 (0.33%) EIGRP
13 2 (0.33%) LAN
13 2 (0.33%) OSPF
13 2 (0.33%) RIP
13 2 (0.33%) WAN
Database & Business Intelligence
1 17 (2.83%) Big Data
2 14 (2.33%) SQL Server
3 11 (1.83%) NoSQL
3 11 (1.83%) Relational Database
4 8 (1.33%) RDBMS
5 6 (1.00%) Data Mining
6 5 (0.83%) BusinessObjects
6 5 (0.83%) SAP Data Services
7 3 (0.50%) Apache Cassandra
7 3 (0.50%) MySQL
8 1 (0.17%) Oracle BI EE
Development Applications
1 38 (6.32%) Git (software)
2 33 (5.49%) Jenkins
3 31 (5.16%) Visual Studio
4 26 (4.33%) NUnit
5 11 (1.83%) Rhino Mocks
6 10 (1.66%) Team Foundation Server
7 8 (1.33%) JUnit
8 6 (1.00%) JIRA
9 4 (0.67%) ClearCase
10 2 (0.33%) Ranorex
10 2 (0.33%) Selenium
10 2 (0.33%) TeamCity
11 1 (0.17%) Atlassian Bamboo
General
1 92 (15.31%) Electronics
2 67 (11.15%) Finance
3 45 (7.49%) Telecoms
4 11 (1.83%) Aerospace
5 9 (1.50%) French Language
6 3 (0.50%) Automotive
6 3 (0.50%) Marketing
7 2 (0.33%) Japanese Language
7 2 (0.33%) Pharmaceutical
7 2 (0.33%) Retail
7 2 (0.33%) Spanish Language
8 1 (0.17%) Banking
8 1 (0.17%) Games
8 1 (0.17%) Manufacturing
Job Titles
1 215 (35.77%) Graduate
2 184 (30.62%) Software Engineer
3 146 (24.29%) Developer
4 112 (18.64%) C++ Software Engineer
5 105 (17.47%) Software Developer
6 75 (12.48%) Analyst
6 75 (12.48%) Embedded Engineer
7 73 (12.15%) C++ Developer
8 64 (10.65%) C++ Software Developer
9 57 (9.48%) Graduate Software Engineer
10 54 (8.99%) Graduate Analyst
10 54 (8.99%) Graduate Developer
11 47 (7.82%) C Software Engineer
11 47 (7.82%) C/C++ Software Engineer
12 45 (7.49%) Consultant
13 44 (7.32%) Developer/Software Engineer
13 44 (7.32%) Graduate Software Developer
14 38 (6.32%) Graduate C++ Developer
14 38 (6.32%) Graduate C++ Software Developer
15 37 (6.16%) Embedded Software Engineer
Libraries, Frameworks & Software Standards
1 84 (13.98%) .NET
2 38 (6.32%) ASP.NET
3 26 (4.33%) Apache Axis
4 22 (3.66%) HTML
5 20 (3.33%) CSS
6 17 (2.83%) jQuery
7 16 (2.66%) HTML5
8 14 (2.33%) Natural Language Processing
9 13 (2.16%) OpenGL
10 12 (2.00%) XML
11 11 (1.83%) Backbone.js
11 11 (1.83%) CSS3
11 11 (1.83%) Node.js
11 11 (1.83%) POSIX
12 10 (1.66%) WPF
13 9 (1.50%) REST
14 7 (1.16%) TensorFlow
15 6 (1.00%) Velocity
16 5 (0.83%) RESTful
17 4 (0.67%) 802.1X
Miscellaneous
1 333 (55.41%) Computer Science
2 201 (33.44%) Algorithms
3 93 (15.47%) Analytical Skills
4 50 (8.32%) Augmented Reality
5 28 (4.66%) 3D Printing
6 23 (3.83%) Embedded Systems
7 18 (3.00%) Data Structures
8 17 (2.83%) Internet of Things
8 17 (2.83%) Smartphone
9 12 (2.00%) 3D Graphics
10 11 (1.83%) ASIC
10 11 (1.83%) Field-Programmable Gate Array
11 10 (1.66%) Life Science
12 8 (1.33%) Renewable Energy
12 8 (1.33%) Smart Energy
13 7 (1.16%) Verilog
14 6 (1.00%) SystemC
15 5 (0.83%) Enterprise Software
15 5 (0.83%) Linux Command Line
15 5 (0.83%) Mobile App
Operating Systems
1 129 (21.46%) Linux
2 88 (14.64%) Windows
3 34 (5.66%) Unix
4 33 (5.49%) Android
5 18 (3.00%) Apple iOS
Processes & Methodologies
1 303 (50.42%) Physics
2 299 (49.75%) Software Engineering
3 191 (31.78%) Machine Learning
4 91 (15.14%) Statistics
5 85 (14.14%) Artificial Intelligence
6 72 (11.98%) OO
7 71 (11.81%) Agile Software Development
8 66 (10.98%) Test Automation
9 51 (8.49%) Mentoring
10 49 (8.15%) Bayesian Methods
11 41 (6.82%) CAD
12 39 (6.49%) Signal Processing
13 38 (6.32%) Unit Testing
14 32 (5.32%) Test Scripting
15 31 (5.16%) Configuration Management
16 29 (4.83%) Economics
17 28 (4.66%) CAE
18 27 (4.49%) SDLC
19 26 (4.33%) Content Writing
19 26 (4.33%) OOP
Programming Languages
1 365 (60.73%) Python
2 318 (52.91%) C++
3 238 (39.60%) Java
4 188 (31.28%) C#
5 178 (29.62%) C
6 146 (24.29%) MATLAB
7 83 (13.81%) SQL
8 70 (11.65%) JavaScript
9 68 (11.31%) Perl
10 30 (4.99%) Embedded C
11 29 (4.83%) Julia
12 27 (4.49%) R
13 20 (3.33%) Embedded C++
14 17 (2.83%) Ruby
15 16 (2.66%) PHP
16 10 (1.66%) Assembly Language
17 9 (1.50%) Scala
18 2 (0.33%) F#
18 2 (0.33%) Haskell
18 2 (0.33%) OCaml
Qualifications
1 339 (56.41%) Degree
2 165 (27.45%) PhD
3 83 (13.81%) Numerate Degree
4 64 (10.65%) Computer Science Degree
5 20 (3.33%) Security Cleared
6 5 (0.83%) CCNA
6 5 (0.83%) CCNP
6 5 (0.83%) Cisco Certification
6 5 (0.83%) HNC
7 2 (0.33%) Master's Degree
8 1 (0.17%) ISEB
8 1 (0.17%) ISTQB
Quality Assurance & Compliance
1 22 (3.66%) QA
2 8 (1.33%) Data Quality
3 3 (0.50%) SLA
System Software
1 52 (8.65%) Firmware
2 11 (1.83%) Docker
3 2 (0.33%) Virtual Machines
4 1 (0.17%) Active Directory
4 1 (0.17%) Xen
4 1 (0.17%) XenServer
Systems Management
1 12 (2.00%) HP Quality Center
2 1 (0.17%) Systems Management Server (SMS)
Vendors
1 29 (4.83%) Microsoft
2 19 (3.16%) Perforce
3 5 (0.83%) Cisco
3 5 (0.83%) Facebook
3 5 (0.83%) SAP
3 5 (0.83%) Tableau
3 5 (0.83%) Twitter
4 4 (0.67%) Remedy
4 4 (0.67%) Virgin Media
5 3 (0.50%) Ciena
5 3 (0.50%) Terracotta
5 3 (0.50%) TOWER Software
6 2 (0.33%) Nokia
7 1 (0.17%) Citrix
7 1 (0.17%) HP
7 1 (0.17%) Intel
7 1 (0.17%) Lattice Semiconductor
7 1 (0.17%) NVIDIA
7 1 (0.17%) Salesforce.com
Cambridge, Cambridgeshire
Empiric
Salary: Completely negotiable + pension, health care, dental, life assurance
Posted: 11 hours ago
Cambridge, Cambridgeshire
Empiric
Salary: Completely negotiable + pension, health care, dental, life assurance
Posted: 11 hours ago
Cambridge, Cambridgeshire
Empiric
Salary: From £25,000 to £35,000 per annum
Posted: 13 hours ago
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: £25k - 50k per year + Pension Healthcare,Full Package+Top Prospects B
Posted: 14 hours ago
Cambridge, Cambridgeshire
Empiric
Salary: From £33,000 to £45,000 per annum benefits
Posted: 11 hours ago
Cambridge, Cambridgeshire
Empiric
Salary: From £30,000 to £35,000 per annum
Posted: 5 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE plus stock options
Posted: 14 hours ago
Cambridge, Cambridgeshire
Empiric
Salary: From £28,000 to £35,000 per annum
Posted: 13 hours ago
Cambridge, Cambridgeshire
Empiric
Salary: Completely negotiable and excellent
Posted: 11 hours ago
Cambridge, Cambridgeshire
Empiric
Salary: From £50,000 to £60,000 per annum
Posted: 11 hours ago
Cambridge, Cambridgeshire
Technical Futures
Salary: From £25,000 to £30,000 per annum Excellent Starting Package
Posted: Yesterday
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £45000 - £60000 per annum + + Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £90000 per annum + bens
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £60000 - £100000 per annum + bens
Posted: Yesterday
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £55000 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
The One Group
Salary: Market related
Posted: Yesterday
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £30000 - £38000 per annum + Excellent Starting Salary + Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
IT Connections
Salary: to £60,000
Posted: 4 days ago
Cambridge, Cambridgeshire
Interaction Recruitment PLC
Salary: Market related
Posted: 4 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £50000 - £55000 per annum + equity and bens
Posted: Yesterday
Cambridge, Cambridgeshire
DCL Search & Selection
Salary: £40000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
ARC IT Recruitment Ltd
Salary: £60000 per annum + Plus Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £50k + benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Pioneer Search
Salary: £25000 - £32000 per annum + Excellent Benifits
Posted: 5 days ago
Cambridge, Cambridgeshire
Empiric
Salary: Negotiable
Posted: 6 days ago
Cambridge, Cambridgeshire
Oscar
Salary: £30000 - £45000 per annum + benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Quant Capital
Salary: Up to £35,000 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k + benefits
Posted: 6 days ago
Cambridge
Amazon
Posted: 12 days ago