Period
to 19 November 2017

The table below looks at the prevalence of the term Clustering in permanent job vacancies advertised in Cambridge. Included is a benchmarking guide to the salaries offered in vacancies that have cited Clustering over the 6 months to 19 November 2017 with a comparison to the same period over the previous 2 years.

Clustering
Cambridgeshire > Cambridge
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 161 118 128
Rank change year-on-year -43 +10 +47
Permanent jobs citing Clustering 15 29 28
As % of all permanent IT jobs advertised in Cambridge 0.49% 1.28% 0.98%
As % of the Miscellaneous category 0.85% 2.45% 2.07%
Number of salaries quoted 15 29 23
Cambridge median annual salary £80,000 £75,000 £55,000
Median salary % change year-on-year +6.67% +36.36% +26.44%
10th Percentile £72,500 £45,000 £33,250
90th Percentile £90,000 £80,000 £80,000
Cambridgeshire median annual salary £80,000 £65,000 £50,000
% change year-on-year +23.08% +30.00% +14.94%

Clustering is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for generic IT skills.

All Generic IT Skills
Cambridge
Permanent vacancies with a requirement for generic IT skills 1757 1185 1353
As % of all permanent IT jobs advertised in Cambridge 57.42% 52.34% 47.14%
Number of salaries quoted 1335 960 1128
Cambridge median annual salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88% -
10th Percentile £30,000 £26,250 £27,500
90th Percentile £72,500 £67,500 £65,000
Cambridgeshire median annual salary £50,000 £45,000 £42,500
% change year-on-year +11.11% +5.88% +4.17%

Clustering
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Clustering in Cambridge

Clustering
Salary Trend in Cambridge

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

Salary trend for Clustering in Cambridge

Clustering
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Clustering in Cambridge over the 6 months to 19 November 2017.

Salary histogram for Clustering in Cambridge

For the 6 months to 19 November 2017, IT jobs citing Clustering 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 Clustering.

1 15 (100.00%) Internet
2 12 (80.00%) Load Balancing
2 12 (80.00%) Multithreading
2 12 (80.00%) Java
2 12 (80.00%) Agile Software Development
3 8 (53.33%) Performance Analysis
3 8 (53.33%) Oracle Linux
3 8 (53.33%) SQL
3 8 (53.33%) J2EE
3 8 (53.33%) Oracle
3 8 (53.33%) Unix
3 8 (53.33%) Solaris
3 8 (53.33%) Linux
3 8 (53.33%) UML
3 8 (53.33%) OOA/OOD
3 8 (53.33%) OO
3 8 (53.33%) Apache
3 8 (53.33%) Tomcat
3 8 (53.33%) J2SE
3 8 (53.33%) Sun
3 8 (53.33%) OWASP
3 8 (53.33%) Finance
3 8 (53.33%) WebLogic
4 4 (26.67%) Scrum
4 4 (26.67%) Open Source
4 4 (26.67%) Microservices
4 4 (26.67%) Private Cloud
4 4 (26.67%) Public Cloud
4 4 (26.67%) Translating Business Requirements
4 4 (26.67%) Fintech

Clustering
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 8 (53.33%) Apache
1 8 (53.33%) Tomcat
1 8 (53.33%) WebLogic
2 3 (20.00%) Elasticsearch
2 3 (20.00%) NServiceBus
Communications & Networking
1 15 (100.00%) Internet
Database & Business Intelligence
1 3 (20.00%) Neo4j
1 3 (20.00%) NoSQL
1 3 (20.00%) SQL Server
Development Applications
1 3 (20.00%) PhantomJS
1 3 (20.00%) Selenium
General
1 8 (53.33%) Finance
Job Titles
1 15 (100.00%) Architect
2 12 (80.00%) Solutions Architect
3 3 (20.00%) C# Architect
3 3 (20.00%) Technical Architect
3 3 (20.00%) Web Architect
Libraries, Frameworks & Software Standards
1 8 (53.33%) J2EE
1 8 (53.33%) J2SE
2 3 (20.00%) .NET
2 3 (20.00%) ASP.NET
2 3 (20.00%) ASP.NET MVC
2 3 (20.00%) ASP.NET Web API
2 3 (20.00%) CSS
2 3 (20.00%) D3.js
2 3 (20.00%) HTML
2 3 (20.00%) HTML5
2 3 (20.00%) KnockoutJS
2 3 (20.00%) Natural Language Processing
2 3 (20.00%) Node.js
2 3 (20.00%) ServiceStack
2 3 (20.00%) SignalR
2 3 (20.00%) WCF
2 3 (20.00%) WPF
Miscellaneous
1 4 (26.67%) Fintech
1 4 (26.67%) Greenfield Project
1 4 (26.67%) Private Cloud
1 4 (26.67%) Public Cloud
2 3 (20.00%) Social Media
2 3 (20.00%) Social Network
Operating Systems
1 8 (53.33%) Linux
1 8 (53.33%) Oracle Linux
1 8 (53.33%) Solaris
1 8 (53.33%) Unix
Processes & Methodologies
1 12 (80.00%) Agile Software Development
1 12 (80.00%) Load Balancing
1 12 (80.00%) Multithreading
2 8 (53.33%) OO
2 8 (53.33%) OOA/OOD
2 8 (53.33%) OWASP
2 8 (53.33%) Performance Analysis
2 8 (53.33%) UML
3 4 (26.67%) Enterprise Architecture
3 4 (26.67%) Microservices
3 4 (26.67%) Multithreaded Programming
3 4 (26.67%) Open Source
3 4 (26.67%) Scrum
3 4 (26.67%) Translating Business Requirements
4 3 (20.00%) Analytics
4 3 (20.00%) Data Visualisation
4 3 (20.00%) MVC
4 3 (20.00%) Test Automation
4 3 (20.00%) Unit Testing
4 3 (20.00%) Visualisation
Programming Languages
1 12 (80.00%) Java
2 8 (53.33%) SQL
3 3 (20.00%) C#
3 3 (20.00%) JavaScript
Vendors
1 8 (53.33%) Oracle
1 8 (53.33%) Sun