The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
England / East of England
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 163 218 158
Rank change year-on-year +55 -60  
Permanent jobs citing Data Analysis 91 54 122
As % of all permanent IT jobs advertised in the East of England 1.47% 0.73% 1.61%
As % of the Processes & Methodologies category 1.69% 0.83% 1.91%
Number of salaries quoted 71 35 104
Median salary £40,000 £41,500 £45,000
Median salary % change year-on-year -3.61% -7.77%  
90% offered a salary of more than £30,000 £26,600 £26,600
10% offered a salary of more than £58,500 £56,000 £83,032
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year - +6.66%  

Data Analysis 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 the East of England with a requirement for process and methodology skills.

Process & Methodology Skills
East of England
Permanent job vacancies with a requirement for process and methodology skills 5394 6539 6376
As % of all permanent IT job vacancies advertised in the East of England 87.23% 87.90% 84.39%
Number of salaries quoted 4279 5180 5085
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £32,159 £30,500 £30,000
10% offered a salary of more than £70,000 £67,500 £70,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Analysis
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England citing Data Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analysis in the East of England

Data Analysis
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analysis in the East of England.

Salary trend for Data Analysis in the East of England

Data Analysis
Salary Histogram in the East of England

The salary distribution of IT jobs citing Data Analysis in the East of England over the 3 months to 29 March 2017.

Salary histogram for Data Analysis in the East of England

Data Analysis
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the East of England region over the 3 months to 29 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Hertfordshire +37 54 £40,000 +3.22% 2
Cambridgeshire +10 17 £44,000 -16.19% 3
Essex +25 10 £39,729 +16.85% 2
Bedfordshire +26 6 £37,000 -19.12% 1
Suffolk +28 3 £36,000 -21.73% 1
Norfolk - 3 £32,500 - 1
Data Analysis
England

For the 6 months to 29 March 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 East of England region with a requirement for Data Analysis.

1 94 (49.74%) SQL
2 47 (24.87%) Business Intelligence
3 40 (21.16%) Analytical Skills
4 39 (20.63%) Degree
4 39 (20.63%) Windows
5 37 (19.58%) Agile Software Development
6 36 (19.05%) MS Excel
7 35 (18.52%) Microsoft
8 34 (17.99%) SDLC
9 30 (15.87%) Finance
10 25 (13.23%) Computer Science
11 23 (12.17%) ETL
11 23 (12.17%) SQL Server
12 22 (11.64%) Relational Database
13 21 (11.11%) SQL Server Reporting Services
14 20 (10.58%) Physics
14 20 (10.58%) Java
15 19 (10.05%) T-SQL
15 19 (10.05%) Data Modelling
15 19 (10.05%) SQL Server Integration Services
16 18 (9.52%) Data Warehouse
16 18 (9.52%) MS Office
16 18 (9.52%) Telecoms
16 18 (9.52%) Data Quality
17 17 (8.99%) Hudson
18 16 (8.47%) Analytics
18 16 (8.47%) Windows 7
18 16 (8.47%) C#
18 16 (8.47%) Data Management
19 15 (7.94%) Linux

Data Analysis
Co-occurring IT Skills in the East of England 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 14 (7.41%) SAS
2 13 (6.88%) Confluence
2 13 (6.88%) GlassFish
2 13 (6.88%) Tomcat
3 6 (3.17%) OpenStack
4 3 (1.59%) Apache Spark
4 3 (1.59%) BizTalk Server
4 3 (1.59%) Elasticsearch
4 3 (1.59%) Jupyter
4 3 (1.59%) SharePoint
5 1 (0.53%) Smallworld
Applications
1 36 (19.05%) MS Excel
2 18 (9.52%) MS Office
3 13 (6.88%) MS PowerPoint
4 12 (6.35%) MS Visio
5 2 (1.06%) MS Project
5 2 (1.06%) SPSS
Business Applications
1 3 (1.59%) Dynamics NAV
2 2 (1.06%) Dynamics AX
3 1 (0.53%) Oracle Applications
3 1 (0.53%) Oracle Payables
Cloud Services
1 3 (1.59%) G Suite
1 3 (1.59%) Google Analytics
1 3 (1.59%) Microsoft Azure
2 2 (1.06%) Adobe Analytics
3 1 (0.53%) Amazon AWS
3 1 (0.53%) SaaS
Communications & Networking
1 5 (2.65%) LAN
1 5 (2.65%) WAN
1 5 (2.65%) Wireshark
2 1 (0.53%) Extranet
2 1 (0.53%) Internet
2 1 (0.53%) VoIP
Database & Business Intelligence
1 23 (12.17%) SQL Server
2 22 (11.64%) Relational Database
3 21 (11.11%) SQL Server Reporting Services
4 19 (10.05%) SQL Server Integration Services
5 18 (9.52%) Data Warehouse
6 13 (6.88%) RDBMS
7 11 (5.82%) SQL Server Analysis Services
8 9 (4.76%) SQL Server 2008
9 8 (4.23%) QlikView
10 6 (3.17%) MySQL
10 6 (3.17%) Power BI
11 4 (2.12%) Apache Cassandra
11 4 (2.12%) Data Mining
11 4 (2.12%) MS Access
11 4 (2.12%) SQL Server 2016
12 3 (1.59%) Data Mart
12 3 (1.59%) GIS
12 3 (1.59%) SQL Server 2014
13 2 (1.06%) Geospatial Data
13 2 (1.06%) SQL Server 2012
Development Applications
1 17 (8.99%) Hudson
2 14 (7.41%) Jenkins
3 13 (6.88%) Ant
3 13 (6.88%) Gradle
3 13 (6.88%) JIRA
3 13 (6.88%) JUnit
3 13 (6.88%) Maven
4 9 (4.76%) Visual Studio
5 8 (4.23%) LabVIEW
6 6 (3.17%) Oracle Forms
6 6 (3.17%) PowerBuilder
7 5 (2.65%) Subversion
8 4 (2.12%) Eclipse
8 4 (2.12%) TortoiseSVN
9 3 (1.59%) Octopus Deploy
10 2 (1.06%) CMake
11 1 (0.53%) ERwin
11 1 (0.53%) Git (software)
11 1 (0.53%) Talend Open Studio
11 1 (0.53%) WebDriver
General
1 30 (15.87%) Finance
2 18 (9.52%) Telecoms
3 14 (7.41%) Marketing
4 9 (4.76%) Legal
5 7 (3.70%) Billing
6 3 (1.59%) Automotive
6 3 (1.59%) Retail
7 2 (1.06%) Aerospace
7 2 (1.06%) Pharmaceutical
8 1 (0.53%) Games
8 1 (0.53%) General Ledger
8 1 (0.53%) Mandarin Language
8 1 (0.53%) Manufacturing
Job Titles
1 81 (42.86%) Analyst
2 44 (23.28%) Developer
3 41 (21.69%) Data Analyst
4 28 (14.81%) SQL Analyst
5 23 (12.17%) Business Analyst
6 21 (11.11%) Software Developer
6 21 (11.11%) SQL Data Analyst
7 19 (10.05%) Test Engineer
8 16 (8.47%) Business Intelligence Analyst
8 16 (8.47%) Senior Developer
9 13 (6.88%) Java Developer
10 12 (6.35%) Systems Developer
11 11 (5.82%) Business Data Analyst
11 11 (5.82%) Data Business Analyst
12 9 (4.76%) Senior Analyst
13 8 (4.23%) C++ Developer
13 8 (4.23%) C++ Software Developer
13 8 (4.23%) Data Manager
13 8 (4.23%) Senior Java Developer
13 8 (4.23%) Senior Systems Developer
Libraries, Frameworks & Software Standards
1 13 (6.88%) J2EE
2 8 (4.23%) .NET
3 7 (3.70%) HTML
4 5 (2.65%) ASP.NET
5 3 (1.59%) AngularJS
5 3 (1.59%) ASP.NET MVC
5 3 (1.59%) IBM Integration Bus
5 3 (1.59%) Kafka
5 3 (1.59%) Middleware
5 3 (1.59%) React
5 3 (1.59%) Twitter Bootstrap
6 2 (1.06%) Node.js
7 1 (0.53%) Google Maps API
7 1 (0.53%) HTML5
7 1 (0.53%) MDX
7 1 (0.53%) POSIX
7 1 (0.53%) SAP XI
7 1 (0.53%) Web Services
7 1 (0.53%) WPF
7 1 (0.53%) XML
Miscellaneous
1 40 (21.16%) Analytical Skills
2 25 (13.23%) Computer Science
3 12 (6.35%) Algorithms
4 11 (5.82%) Management Information System
5 6 (3.17%) Virtual Team
6 5 (2.65%) Private Cloud
7 3 (1.59%) Driving Licence
8 2 (1.06%) User Experience
9 1 (0.53%) Data Centre
9 1 (0.53%) e-Health
9 1 (0.53%) FMCG
9 1 (0.53%) Grid Computing
9 1 (0.53%) iPad
9 1 (0.53%) Smart Energy
9 1 (0.53%) Social Media
Operating Systems
1 39 (20.63%) Windows
2 16 (8.47%) Windows 7
3 15 (7.94%) Linux
4 13 (6.88%) Windows Server 2012
5 12 (6.35%) Unix
6 3 (1.59%) Windows 8
7 1 (0.53%) Mac OS
Processes & Methodologies
1 47 (24.87%) Business Intelligence
2 37 (19.58%) Agile Software Development
3 34 (17.99%) SDLC
4 23 (12.17%) ETL
5 20 (10.58%) Physics
6 19 (10.05%) Data Modelling
7 16 (8.47%) Analytics
7 16 (8.47%) Data Management
8 14 (7.41%) ITIL
9 12 (6.35%) OO
9 12 (6.35%) Statistics
10 11 (5.82%) Mathematics
10 11 (5.82%) Signal Processing
10 11 (5.82%) Software Engineering
11 10 (5.29%) Image Processing
11 10 (5.29%) Validation
12 9 (4.76%) Business Analysis
12 9 (4.76%) OOD
12 9 (4.76%) Project Management
12 9 (4.76%) Statistical Analysis
Programming Languages
1 94 (49.74%) SQL
2 20 (10.58%) Java
3 19 (10.05%) T-SQL
4 16 (8.47%) C#
5 14 (7.41%) C++
6 13 (6.88%) PL/SQL
7 12 (6.35%) JavaScript
7 12 (6.35%) Python
8 7 (3.70%) C
8 7 (3.70%) MATLAB
8 7 (3.70%) R
9 6 (3.17%) Progress 4GL
10 3 (1.59%) Shell Script
10 3 (1.59%) VB.NET
10 3 (1.59%) VBA
11 2 (1.06%) Perl
11 2 (1.06%) PowerShell
11 2 (1.06%) VB
12 1 (0.53%) Bash Shell
12 1 (0.53%) tcsh
Qualifications
1 39 (20.63%) Degree
2 12 (6.35%) PhD
3 2 (1.06%) CISSP
3 2 (1.06%) ITIL Certification
3 2 (1.06%) Microsoft Certification
4 1 (0.53%) CBAP
4 1 (0.53%) GSEC
4 1 (0.53%) ISEB
4 1 (0.53%) Security Cleared
Quality Assurance & Compliance
1 18 (9.52%) Data Quality
2 5 (2.65%) QA
3 4 (2.12%) ISO 9001
3 4 (2.12%) ISO/IEC 27001
3 4 (2.12%) PMO
4 2 (1.06%) GCP
4 2 (1.06%) GLP
4 2 (1.06%) SLA
System Software
1 3 (1.59%) Active Directory
1 3 (1.59%) Docker
2 2 (1.06%) Virtual Machines
2 2 (1.06%) VMware Infrastructure
3 1 (0.53%) KVM
3 1 (0.53%) LXC
3 1 (0.53%) Slurm Workload Manager
3 1 (0.53%) Xen
Systems Management
1 1 (0.53%) Mesos
1 1 (0.53%) Oozie
Vendors
1 35 (18.52%) Microsoft
2 11 (5.82%) Tableau
3 10 (5.29%) Oracle
4 7 (3.70%) Atlassian
4 7 (3.70%) Google
5 6 (3.17%) Ab Initio
5 6 (3.17%) Progress
6 5 (2.65%) Cisco
6 5 (2.65%) Minitab
6 5 (2.65%) Salesforce.com
7 4 (2.12%) IBM
8 3 (1.59%) MuleSoft
8 3 (1.59%) Remedy
8 3 (1.59%) SAP
8 3 (1.59%) TIBCO
8 3 (1.59%) WSO2
9 2 (1.06%) Computacenter
9 2 (1.06%) Planview
9 2 (1.06%) VMware
10 1 (0.53%) Adobe
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