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 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Data Analysis
Cambridgeshire / Cambridge
Rank 91 99 77
Rank change year-on-year
+8 -22
Permanent jobs citing Data Analysis 13 8 33
As % of all permanent IT jobs located in Cambridge 1.16% 0.56% 2.06%
As % of the Processes & Methodologies category 1.35% 0.63% 2.42%
Number of salaries quoted 8 7 29
Median salary £40,000 £23,000 £43,000
Median salary % change year-on-year
+73.91% -46.51%
90% offered a salary of more than £36,000 £22,600 £40,000
10% offered a salary of more than £49,750 £69,500 £56,000
UK excluding London median salary £41,500 £40,000 £37,500
% change year-on-year
+3.75% +6.66%

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
963 1260 1364
As % of all permanent IT jobs located in Cambridge 85.68% 87.50% 85.20%
Number of salaries quoted 836 1006 1059
Median salary £46,500 £45,000 £42,500
Median salary % change year-on-year
+3.33% +5.88%
90% offered a salary of more than £31,684 £32,500 £30,000
10% offered a salary of more than £65,000 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 18 January 2017.

Data Analysis Salary Histogram in Cambridge

Data Analysis
Top 30 Related IT Skills in Cambridge

For the 6 months to 18 January 2017, 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 14 (53.85%) SQL
2 10 (38.46%) Business Intelligence
2 10 (38.46%) Data Management
3 9 (34.62%) Analytics
4 8 (30.77%) Master Data Management
5 7 (26.92%) Agile Software Development
6 6 (23.08%) Visualisation
6 6 (23.08%) SQL Server
6 6 (23.08%) Unix
6 6 (23.08%) Python
6 6 (23.08%) SOA
6 6 (23.08%) ETL
6 6 (23.08%) SAS
6 6 (23.08%) Data Warehouse
6 6 (23.08%) Data Analytics
6 6 (23.08%) Data Visualisation
6 6 (23.08%) Analytical Skills
6 6 (23.08%) Prototyping
7 5 (19.23%) MS Excel
7 5 (19.23%) SAP
7 5 (19.23%) Java
7 5 (19.23%) Microsoft
7 5 (19.23%) Data Modelling
7 5 (19.23%) Degree
8 4 (15.38%) Software Engineering
8 4 (15.38%) Rapid Prototyping
8 4 (15.38%) Validation
8 4 (15.38%) BusinessObjects
8 4 (15.38%) SPSS
8 4 (15.38%) JavaScript

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 6 (23.08%) SAS
Applications
1 5 (19.23%) MS Excel
2 4 (15.38%) SPSS
3 3 (11.54%) MS Office
Business Applications
1 2 (7.69%) Oracle BPM
Cloud Services
1 2 (7.69%) Amazon AWS
1 2 (7.69%) Microsoft Azure
2 1 (3.85%) SaaS
Communications & Networking
1 1 (3.85%) 3G
1 1 (3.85%) 3GPP
1 1 (3.85%) 4G
1 1 (3.85%) Bluetooth
1 1 (3.85%) GSM
1 1 (3.85%) LTE
1 1 (3.85%) Radio Access Network
1 1 (3.85%) WCDMA
1 1 (3.85%) Wi-Fi
1 1 (3.85%) Wireless
Database & Business Intelligence
1 6 (23.08%) Data Warehouse
1 6 (23.08%) SQL Server
2 4 (15.38%) Big Data
2 4 (15.38%) BusinessObjects
3 3 (11.54%) Apache Hive
3 3 (11.54%) Hadoop
3 3 (11.54%) Spotfire
4 2 (7.69%) Crystal Reports
4 2 (7.69%) MS Access
4 2 (7.69%) NoSQL
4 2 (7.69%) Oracle BI EE
4 2 (7.69%) Oracle Reports
4 2 (7.69%) Power BI
4 2 (7.69%) QlikView
4 2 (7.69%) Relational Database
4 2 (7.69%) SAP BW
4 2 (7.69%) SQL Server 2008
4 2 (7.69%) SQL Server Analysis Services
4 2 (7.69%) SQL Server Integration Services
4 2 (7.69%) SQL Server Reporting Services
Development Applications
1 3 (11.54%) Talend Open Studio
2 1 (3.85%) Selenium
2 1 (3.85%) WebDriver
General
1 3 (11.54%) Finance
1 3 (11.54%) Pharmaceutical
2 2 (7.69%) Telecoms
3 1 (3.85%) Electronics
3 1 (3.85%) Manufacturing
Job Titles
1 4 (15.38%) Data Manager
1 4 (15.38%) Developer
2 3 (11.54%) Analyst
3 2 (7.69%) Algorithm Engineer
3 2 (7.69%) Architect
3 2 (7.69%) C# Developer
3 2 (7.69%) Data Analysis Manager
3 2 (7.69%) Data Architect
3 2 (7.69%) Data Engineer
3 2 (7.69%) Senior Algorithm Engineer
3 2 (7.69%) Senior Data Engineer
4 1 (3.85%) Business Intelligence Analyst
4 1 (3.85%) Cloud Engineer
4 1 (3.85%) Data Scientist
4 1 (3.85%) Desktop Engineer
4 1 (3.85%) Implementation Consultant
4 1 (3.85%) LTE Engineer
4 1 (3.85%) SQL Developer
4 1 (3.85%) SQL Server Developer
4 1 (3.85%) Test Engineer
Libraries, Frameworks & Software Standards
1 4 (15.38%) REST
2 2 (7.69%) .NET
2 2 (7.69%) Web Services
3 1 (3.85%) WPF
Miscellaneous
1 6 (23.08%) Analytical Skills
1 6 (23.08%) Visualisation
2 4 (15.38%) Algorithms
3 3 (11.54%) Computer Science
3 3 (11.54%) Statistics
4 2 (7.69%) Client/Server
4 2 (7.69%) Data Integration
4 2 (7.69%) Data Structures
4 2 (7.69%) Management Information System
4 2 (7.69%) Mathematics
4 2 (7.69%) Physics
4 2 (7.69%) Telematics
4 2 (7.69%) Virtual Team
5 1 (3.85%) Biology
5 1 (3.85%) Chemistry
5 1 (3.85%) Data Centre
Operating Systems
1 6 (23.08%) Unix
2 1 (3.85%) Linux
Processes & Methodologies
1 10 (38.46%) Business Intelligence
1 10 (38.46%) Data Management
2 9 (34.62%) Analytics
3 8 (30.77%) Master Data Management
4 7 (26.92%) Agile Software Development
5 6 (23.08%) Data Analytics
5 6 (23.08%) Data Visualisation
5 6 (23.08%) ETL
5 6 (23.08%) Prototyping
5 6 (23.08%) SOA
6 5 (19.23%) Data Modelling
7 4 (15.38%) Rapid Prototyping
7 4 (15.38%) Software Engineering
7 4 (15.38%) Validation
8 3 (11.54%) Data Entry
8 3 (11.54%) Data Validation
8 3 (11.54%) Information Architecture
8 3 (11.54%) Statistical Analysis
9 2 (7.69%) Data Architecture
9 2 (7.69%) Dimensional Modelling
Programming Languages
1 14 (53.85%) SQL
2 6 (23.08%) Python
3 5 (19.23%) Java
4 4 (15.38%) JavaScript
4 4 (15.38%) PL/SQL
5 3 (11.54%) C#
5 3 (11.54%) MATLAB
6 2 (7.69%) C
6 2 (7.69%) C++
6 2 (7.69%) R
6 2 (7.69%) VBA
7 1 (3.85%) Bash Shell
7 1 (3.85%) Perl
7 1 (3.85%) Shell Script
7 1 (3.85%) tcsh
Qualifications
1 5 (19.23%) Degree
2 1 (3.85%) PhD
Quality Assurance & Compliance
1 4 (15.38%) Data Quality
2 2 (7.69%) GCP
2 2 (7.69%) GLP
3 1 (3.85%) QA
Vendors
1 5 (19.23%) Microsoft
1 5 (19.23%) SAP
2 3 (11.54%) Talend
3 2 (7.69%) Cognos
3 2 (7.69%) Hyperion
3 2 (7.69%) IBM
3 2 (7.69%) MicroStrategy
3 2 (7.69%) Minitab
3 2 (7.69%) Oracle
3 2 (7.69%) Tableau
4 1 (3.85%) Pegasus
4 1 (3.85%) TIBCO
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