Period
to 25 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for Collaborative Working skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Collaborative Working over the 6 months to 25 February 2018 with a comparison to the same period in the previous 2 years.

Collaborative Working
East of England > Cambridgeshire
6 months to
25 Feb 2018
Same period 2017 Same period 2016
Rank 108 127 130
Rank change year-on-year +19 +3 0
Permanent jobs citing Collaborative Working 108 44 57
As % of all permanent IT jobs advertised in Cambridgeshire 2.50% 1.34% 1.37%
As % of the Processes & Methodologies category 2.72% 1.52% 1.55%
Number of salaries quoted 90 23 38
Cambridgeshire median annual salary £57,500 £40,500 £43,250
Median salary % change year-on-year +41.98% -6.36% -15.20%
10th Percentile £25,750 £26,250 £22,500
90th Percentile £67,500 £51,900 £95,000
East of England median annual salary £52,500 £45,000 £47,500
% change year-on-year +16.67% -5.26% +5.56%

Collaborative Working 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 3,974 2,890 3,668
As % of all permanent IT jobs advertised in Cambridgeshire 92.03% 88.24% 88.41%
Number of salaries quoted 2,932 2,357 3,014
Cambridgeshire median annual salary £50,000 £45,000 £43,000
Median salary % change year-on-year +11.11% +4.65% +1.18%
10th Percentile £29,750 £26,550 £27,500
90th Percentile £70,000 £65,000 £65,000
East of England median annual salary £50,000 £45,344 £45,000
% change year-on-year +10.27% +0.76% +1.12%

Collaborative Working
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Collaborative Working in Cambridgeshire

Collaborative Working
Salary Trend in Cambridgeshire

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

Salary trend for Collaborative Working in Cambridgeshire

Collaborative Working
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Collaborative Working in Cambridgeshire over the 6 months to 25 February 2018.

Salary histogram for Collaborative Working in Cambridgeshire

Collaborative Working
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Collaborative Working within the Cambridgeshire region over the 6 months to 25 February 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 +23 95 £53,000 +53.62% 16
Peterborough +2 13 £65,000 +44.44% 12
Collaborative Working
East of England

For the 6 months to 25 February 2018, IT jobs citing Collaborative Working 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 Collaborative Working.

1 70 (64.81%) Agile Software Development
2 69 (63.89%) Software Engineering
3 66 (61.11%) C++
4 53 (49.07%) Computer Science
5 49 (45.37%) OO
6 40 (37.04%) Scrum
6 40 (37.04%) Degree
7 37 (34.26%) Linux
7 37 (34.26%) Java
8 28 (25.93%) Finance
9 27 (25.00%) Continuous Improvement
9 27 (25.00%) RESTful
10 26 (24.07%) Python
11 25 (23.15%) C#
11 25 (23.15%) Multithreading
12 22 (20.37%) Windows
13 21 (19.44%) PHP
14 18 (16.67%) Web Services
14 18 (16.67%) TDD
15 17 (15.74%) .NET
15 17 (15.74%) Project Management
16 16 (14.81%) Software Architecture
17 12 (11.11%) Test Automation
17 12 (11.11%) C
17 12 (11.11%) HTML
18 11 (10.19%) SQL Server
18 11 (10.19%) ASP.NET
18 11 (10.19%) Marketing
18 11 (10.19%) QA
18 11 (10.19%) Machine Learning

Collaborative Working
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 (2.78%) MS Exchange
2 2 (1.85%) Exchange Server 2010
2 2 (1.85%) Exchange Server 2013
2 2 (1.85%) SharePoint
3 1 (0.93%) Apache Spark
3 1 (0.93%) SharePoint 2013
3 1 (0.93%) WordPress
Applications
1 1 (0.93%) 3ds Max
1 1 (0.93%) Maya
1 1 (0.93%) Photoshop
1 1 (0.93%) ZBrush
Business Applications
1 1 (0.93%) Salesforce.com CRM
Cloud Services
1 7 (6.48%) Amazon AWS
1 7 (6.48%) Microsoft Azure
2 4 (3.70%) IaaS
2 4 (3.70%) PaaS
2 4 (3.70%) SaaS
3 3 (2.78%) Office 365
Communications & Networking
1 10 (9.26%) Internet
2 2 (1.85%) Firewall
Database & Business Intelligence
1 11 (10.19%) SQL Server
2 9 (8.33%) GIS
2 9 (8.33%) NoSQL
3 4 (3.70%) Big Data
4 1 (0.93%) Hadoop
Development Applications
1 10 (9.26%) Selenium
2 9 (8.33%) NUnit
2 9 (8.33%) SpecFlow
3 4 (3.70%) Visual Studio
4 2 (1.85%) LabVIEW
4 2 (1.85%) TestComplete
5 1 (0.93%) ClearCase
5 1 (0.93%) Cucumber
5 1 (0.93%) Git (software)
5 1 (0.93%) Jasmine
5 1 (0.93%) Protractor
5 1 (0.93%) Team Foundation Server
5 1 (0.93%) WebDriver
General
1 28 (25.93%) Finance
2 11 (10.19%) Marketing
3 1 (0.93%) Games
3 1 (0.93%) Pharmaceutical
Job Titles
1 66 (61.11%) Software Engineer
2 52 (48.15%) C++ Software Engineer
3 34 (31.48%) Java Engineer
3 34 (31.48%) Java Software Engineer
4 25 (23.15%) Senior Software Engineer
5 21 (19.44%) Developer
6 17 (15.74%) PHP Software Engineer
6 17 (15.74%) Python Software Engineer
6 17 (15.74%) Senior C++ Software Engineer
7 16 (14.81%) Principal Engineer
7 16 (14.81%) Principal Software Engineer
8 15 (13.89%) Software Developer
9 14 (12.96%) C++ Developer
9 14 (12.96%) C++ Software Developer
9 14 (12.96%) Developer/Software Engineer
10 9 (8.33%) Graduate C++ Developer
10 9 (8.33%) Graduate C++ Java Developer
10 9 (8.33%) Graduate C++ Software Engineer
10 9 (8.33%) Graduate Java Engineer
10 9 (8.33%) Graduate Software Engineer
Libraries, Frameworks & Software Standards
1 27 (25.00%) RESTful
2 18 (16.67%) Web Services
3 17 (15.74%) .NET
4 12 (11.11%) HTML
5 11 (10.19%) ASP.NET
6 10 (9.26%) AngularJS
6 10 (9.26%) CSS
6 10 (9.26%) CSS3
6 10 (9.26%) HTML5
6 10 (9.26%) KnockoutJS
6 10 (9.26%) React
7 9 (8.33%) .NET Core
7 9 (8.33%) Apache Flex
7 9 (8.33%) ASP.NET MVC
7 9 (8.33%) ASP.NET MVC 5
7 9 (8.33%) ASP.NET Web API
7 9 (8.33%) SOAP
7 9 (8.33%) WCF
8 8 (7.41%) Ehcache
9 5 (4.63%) WPF
Miscellaneous
1 53 (49.07%) Computer Science
2 10 (9.26%) Analytical Skills
3 9 (8.33%) Algorithms
3 9 (8.33%) Greenfield Project
3 9 (8.33%) Xbox
4 8 (7.41%) Data Structures
5 4 (3.70%) Data Centre
5 4 (3.70%) Enterprise Software
5 4 (3.70%) Hybrid Cloud
5 4 (3.70%) Public Cloud
5 4 (3.70%) Virtual Team
6 2 (1.85%) Client/Server
Operating Systems
1 37 (34.26%) Linux
2 22 (20.37%) Windows
3 2 (1.85%) Windows Server
3 2 (1.85%) Windows Server 2008
3 2 (1.85%) Windows Server 2012
4 1 (0.93%) Android
4 1 (0.93%) Apple iOS
4 1 (0.93%) Windows 10
4 1 (0.93%) Windows 7
Processes & Methodologies
1 70 (64.81%) Agile Software Development
2 69 (63.89%) Software Engineering
3 49 (45.37%) OO
4 40 (37.04%) Scrum
5 27 (25.00%) Continuous Improvement
6 25 (23.15%) Multithreading
7 18 (16.67%) TDD
8 17 (15.74%) Project Management
9 16 (14.81%) Software Architecture
10 12 (11.11%) Test Automation
11 11 (10.19%) Machine Learning
12 10 (9.26%) Mathematics
12 10 (9.26%) OOP
12 10 (9.26%) Physics
13 9 (8.33%) Coaching
13 9 (8.33%) Mentoring
13 9 (8.33%) Microservices
13 9 (8.33%) MVC
13 9 (8.33%) Unit Testing
13 9 (8.33%) Web Development
Programming Languages
1 66 (61.11%) C++
2 37 (34.26%) Java
3 26 (24.07%) Python
4 25 (23.15%) C#
5 21 (19.44%) PHP
6 12 (11.11%) C
7 8 (7.41%) Fortran
8 6 (5.56%) SQL
9 4 (3.70%) JavaScript
10 2 (1.85%) Objective-C
11 1 (0.93%) Lua
11 1 (0.93%) R
11 1 (0.93%) Ruby
11 1 (0.93%) Scala
11 1 (0.93%) XAML
Qualifications
1 40 (37.04%) Degree
2 11 (10.19%) Computer Science Degree
3 7 (6.48%) Cisco Certification
4 6 (5.56%) CCNA
5 2 (1.85%) ISEB
5 2 (1.85%) ISTQB
5 2 (1.85%) ITIL Certification
5 2 (1.85%) MCP
5 2 (1.85%) Microsoft Certification
5 2 (1.85%) PhD
6 1 (0.93%) (ISC)2 CCSP
6 1 (0.93%) CISA
6 1 (0.93%) CISSP
6 1 (0.93%) ISACA
6 1 (0.93%) PRINCE2 Certification
Quality Assurance & Compliance
1 11 (10.19%) QA
2 1 (0.93%) GMP
2 1 (0.93%) PMO
System Software
1 2 (1.85%) Firmware
1 2 (1.85%) Hyper-V
1 2 (1.85%) VMware Infrastructure
2 1 (0.93%) Active Directory
Vendors
1 8 (7.41%) Terracotta
2 5 (4.63%) Microsoft
3 4 (3.70%) EMC
3 4 (3.70%) Huawei
3 4 (3.70%) NetApp
4 3 (2.78%) Tableau
5 2 (1.85%) Rackspace
5 2 (1.85%) VMware
6 1 (0.93%) Marketo
6 1 (0.93%) Pardot
6 1 (0.93%) Salesforce.com