The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the Cambridge region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 76 99 108
Rank change year-on-year
+23 +9
Permanent jobs citing Data Analysis 24 12 18
As % of all permanent IT jobs located in Cambridge 2.08% 0.83% 1.02%
As % of the Processes & Methodologies category 2.47% 0.96% 1.20%
Number of salaries quoted 16 11 17
Median salary £65,000 £52,500 £38,500
Median salary % change year-on-year
+23.80% +36.36%
90% offered a salary of more than £34,000 £42,500 £28,100
10% offered a salary of more than £85,000 £52,500 £45,000
UK excluding London median salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -
Data Analysis
Cambridgeshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Cambridge region.

Processes & Methodologies Category
Cambridge
Permanent IT job ads with a match in the
Processes & Methodologies category
971 1248 1499
As % of all permanent IT jobs located in Cambridge 84.07% 86.01% 84.69%
Number of salaries quoted 823 1053 1209
Median salary £47,500 £45,000 £42,000
Median salary % change year-on-year
+5.55% +7.14%
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £65,000 £57,500 £56,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analysis
Jobs Demand Trend in Cambridge

The demand trend of job ads across the Cambridge region citing Data Analysis as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analysis Jobs Demand Trend in Cambridge

Data Analysis
Salary Trend in Cambridge

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analysis across the Cambridge region.

Data Analysis Salary Trend in Cambridge

Data Analysis
Salary Histogram in Cambridge

This chart provides a salary histogram for IT jobs citing Data Analysis across the Cambridge region over the 3 months to 1 July 2016.

Data Analysis Salary Histogram in Cambridge

Data Analysis
Top 30 Related IT Skills in Cambridge

For the 6 months to 1 July 2016, IT jobs citing Data Analysis 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 Data Analysis.

1 10 (32.26%) Migration
2 9 (29.03%) Big Data
3 8 (25.81%) Telecoms
3 8 (25.81%) Degree
4 7 (22.58%) Computer Science
4 7 (22.58%) Data Migration
4 7 (22.58%) Billing
4 7 (22.58%) Requirements Analysis
4 7 (22.58%) Test Scripting
4 7 (22.58%) GIS
4 7 (22.58%) Smallworld
4 7 (22.58%) Data Security
4 7 (22.58%) Data Warehouse
5 6 (19.35%) Business Intelligence
5 6 (19.35%) C#
5 6 (19.35%) .NET
5 6 (19.35%) Microsoft Azure
5 6 (19.35%) Data Quality
5 6 (19.35%) Analytics
5 6 (19.35%) Enterprise Data Warehouse
6 5 (16.13%) Relational Database
6 5 (16.13%) NoSQL
6 5 (16.13%) Hadoop
6 5 (16.13%) Telematics
6 5 (16.13%) SaaS
6 5 (16.13%) Oracle
6 5 (16.13%) SLA
6 5 (16.13%) Microsoft
6 5 (16.13%) SQL
7 4 (12.90%) Automotive

Data Analysis
Top Related 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 7 (22.58%) Smallworld
2 2 (6.45%) SharePoint
Applications
1 3 (9.68%) MS Excel
2 2 (6.45%) MS Office
2 2 (6.45%) MS PowerPoint
Business Applications
1 2 (6.45%) Oracle Applications
1 2 (6.45%) Oracle ERP
Cloud Services
1 6 (19.35%) Microsoft Azure
2 5 (16.13%) SaaS
Database & Business Intelligence
1 9 (29.03%) Big Data
2 7 (22.58%) Data Warehouse
2 7 (22.58%) GIS
3 6 (19.35%) Enterprise Data Warehouse
4 5 (16.13%) Hadoop
4 5 (16.13%) NoSQL
4 5 (16.13%) Relational Database
5 2 (6.45%) Data Mining
5 2 (6.45%) MySQL
5 2 (6.45%) Oracle Reports
5 2 (6.45%) SQL Server
Development Applications
1 1 (3.23%) Selenium
1 1 (3.23%) WebDriver
General
1 8 (25.81%) Telecoms
2 7 (22.58%) Billing
3 4 (12.90%) Automotive
4 3 (9.68%) Retail
5 2 (6.45%) French Language
5 2 (6.45%) Greek Language
5 2 (6.45%) Italian Language
5 2 (6.45%) Manufacturing
6 1 (3.23%) Marketing
Job Titles
1 15 (48.39%) Architect
2 7 (22.58%) Senior Architect
2 7 (22.58%) Senior Solutions Architect
2 7 (22.58%) Solutions Architect
3 4 (12.90%) Business Development Manager
3 4 (12.90%) Business Manager
3 4 (12.90%) Development Manager
4 3 (9.68%) Big Data Manager
4 3 (9.68%) Business Intelligence Architect
4 3 (9.68%) Data Architect
4 3 (9.68%) Developer
4 3 (9.68%) IT Manager
4 3 (9.68%) IT Operations Manager
4 3 (9.68%) Operations Manager
5 2 (6.45%) Administrator
5 2 (6.45%) C# Developer
5 2 (6.45%) Database Architect
5 2 (6.45%) Systems Administrator
5 2 (6.45%) Systems Architect
5 2 (6.45%) Systems Support
Libraries, Frameworks & Software Standards
1 6 (19.35%) .NET
2 1 (3.23%) Ajax
2 1 (3.23%) AngularJS
2 1 (3.23%) Backbone.js
2 1 (3.23%) CSS
2 1 (3.23%) CSS3
2 1 (3.23%) HTML
2 1 (3.23%) HTML5
2 1 (3.23%) jQuery
2 1 (3.23%) Node.js
Miscellaneous
1 7 (22.58%) Computer Science
2 5 (16.13%) Telematics
3 4 (12.90%) Data Centre
3 4 (12.90%) Data Integration
4 3 (9.68%) Data Structures
4 3 (9.68%) Virtual Team
4 3 (9.68%) Visualisation
5 2 (6.45%) Algorithms
5 2 (6.45%) Client/Server
5 2 (6.45%) Clustering
5 2 (6.45%) Life Science
5 2 (6.45%) Replication
6 1 (3.23%) Biotechnology
6 1 (3.23%) User Experience
Operating Systems
1 2 (6.45%) Linux
2 1 (3.23%) Windows
Processes & Methodologies
1 10 (32.26%) Migration
2 7 (22.58%) Data Migration
2 7 (22.58%) Data Security
2 7 (22.58%) Requirements Analysis
2 7 (22.58%) Test Scripting
3 6 (19.35%) Analytics
3 6 (19.35%) Business Intelligence
4 4 (12.90%) Business Development
4 4 (12.90%) Infrastructure Management
4 4 (12.90%) Network Management
4 4 (12.90%) Operations Management
5 3 (9.68%) Business Analytics
5 3 (9.68%) Business Transformation
5 3 (9.68%) Continuous Integration
5 3 (9.68%) Data Analytics
5 3 (9.68%) Data Architecture
5 3 (9.68%) Data Management
5 3 (9.68%) Data Visualisation
5 3 (9.68%) Dimensional Modelling
5 3 (9.68%) Predictive Analytics
Programming Languages
1 6 (19.35%) C#
2 5 (16.13%) SQL
3 3 (9.68%) Python
4 2 (6.45%) Perl
4 2 (6.45%) PHP
5 1 (3.23%) C++
5 1 (3.23%) JavaScript
Qualifications
1 8 (25.81%) Degree
2 3 (9.68%) IBM Certification
Quality Assurance & Compliance
1 6 (19.35%) Data Quality
2 5 (16.13%) SLA
3 1 (3.23%) QA
Vendors
1 5 (16.13%) Microsoft
1 5 (16.13%) Oracle
2 3 (9.68%) Cognos
2 3 (9.68%) IBM
2 3 (9.68%) MicroStrategy
2 3 (9.68%) SAP
2 3 (9.68%) Tableau
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