The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the East of England region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 27 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Data Analysis
Rank 112 163 175
Rank change year-on-year
+51 +12
Permanent jobs citing Data Analysis 151 107 97
As % of all permanent IT jobs located in the East of England 2.40% 1.46% 1.24%
As % of the Processes & Methodologies category 2.81% 1.71% 1.49%
Number of salaries quoted 136 75 76
Median salary £41,500 £40,000 £38,000
Median salary % change year-on-year
+3.75% +5.26%
90% offered a salary of more than £32,500 £32,500 £25,902
10% offered a salary of more than £63,750 £51,900 £47,500
UK excluding London median salary £40,000 £40,000 £38,625
% change year-on-year
- +3.55%
Data Analysis
England

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

Processes & Methodologies Category
East of England
Permanent IT job ads with a match in the
Processes & Methodologies category
5378 6255 6520
As % of all permanent IT jobs located in the East of England 85.58% 85.22% 83.08%
Number of salaries quoted 4577 5258 5271
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £32,000 £31,000 £30,000
10% offered a salary of more than £70,000 £67,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Analysis
Jobs Demand Trend in the East of England

The demand trend of job ads across the East of England 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 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 across the East of England region.

Data Analysis Salary Trend in the East of England

Data Analysis
Salary Histogram in the East of England

This chart provides a salary histogram for IT jobs citing Data Analysis across the East of England region over the 3 months to 27 August 2016.

Data Analysis Salary Histogram 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 27 August 2016. 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
(Click see detailed
statistics and trends)
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 +43 63 £40,000 +6.66% 4
Cambridgeshire +30 42 £57,500 +61.97% 5
Essex +17 31 £40,000 +3.22% 2
Bedfordshire +15 7 £44,000 -12.00% 1
Suffolk -11 6 £40,000 -11.11%
Norfolk -3 2 £64,000 -
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in the East of England

For the 6 months to 27 August 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 East of England region with a requirement for Data Analysis.

1 106 (41.41%) SQL
2 76 (29.69%) Business Intelligence
3 71 (27.73%) Analytical Skills
4 64 (25.00%) Data Warehouse
5 57 (22.27%) SQL Server
6 52 (20.31%) Degree
7 50 (19.53%) Finance
8 40 (15.63%) MS Excel
9 37 (14.45%) SQL Server Reporting Services
10 35 (13.67%) Analytics
11 33 (12.89%) Data Quality
11 33 (12.89%) Agile Software Development
12 31 (12.11%) VBA
13 30 (11.72%) Microsoft
14 28 (10.94%) Computer Science
15 27 (10.55%) Project Management
15 27 (10.55%) ETL
15 27 (10.55%) SDLC
16 26 (10.16%) Relational Database
16 26 (10.16%) SQL Server Integration Services
16 26 (10.16%) Data Management
17 23 (8.98%) Migration
17 23 (8.98%) T-SQL
17 23 (8.98%) Windows
18 22 (8.59%) Change Management
19 21 (8.20%) SLA
20 20 (7.81%) Tableau
20 20 (7.81%) Data Modelling
20 20 (7.81%) SAP
21 19 (7.42%) .NET

Data Analysis
Top Related 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 9 (3.52%) Smallworld
2 5 (1.95%) GlassFish
2 5 (1.95%) Tomcat
3 3 (1.17%) SAS
Applications
1 40 (15.63%) MS Excel
2 16 (6.25%) MS Office
3 14 (5.47%) MS PowerPoint
4 6 (2.34%) SPSS
5 5 (1.95%) MS Visio
6 1 (0.39%) Spreadsheet
Business Applications
1 3 (1.17%) Aareon QL
1 3 (1.17%) Academy Housing
1 3 (1.17%) MIS ActiveH
1 3 (1.17%) Northgate Housing
1 3 (1.17%) OPENHousing
1 3 (1.17%) Orchard Housing
2 2 (0.78%) Cognos TM1
2 2 (0.78%) Hyperion Planning
2 2 (0.78%) Oracle BPM
2 2 (0.78%) SAP Business One
3 1 (0.39%) Dynamics AX
3 1 (0.39%) Dynamics NAV
3 1 (0.39%) Oracle Applications
Cloud Services
1 9 (3.52%) Microsoft Azure
2 5 (1.95%) SaaS
3 4 (1.56%) Google Analytics
4 2 (0.78%) Amazon AWS
Communications & Networking
1 7 (2.73%) LAN
1 7 (2.73%) WAN
2 4 (1.56%) Wireshark
3 2 (0.78%) Cisco IOS
4 1 (0.39%) Internet
4 1 (0.39%) Wi-Fi
4 1 (0.39%) Wireless
Database & Business Intelligence
1 64 (25.00%) Data Warehouse
2 57 (22.27%) SQL Server
3 37 (14.45%) SQL Server Reporting Services
4 26 (10.16%) Relational Database
4 26 (10.16%) SQL Server Integration Services
5 19 (7.42%) Big Data
5 19 (7.42%) Data Mining
6 17 (6.64%) BusinessObjects
7 14 (5.47%) Crystal Reports
8 13 (5.08%) Hadoop
9 11 (4.30%) Enterprise Data Warehouse
10 9 (3.52%) GIS
11 8 (3.13%) BusinessObjects XI
12 7 (2.73%) NoSQL
12 7 (2.73%) QlikView
12 7 (2.73%) SAP BW
13 6 (2.34%) OLAP
13 6 (2.34%) SQL Server 2008
13 6 (2.34%) SQL Server 2012
14 5 (1.95%) SQL Server 2014
Development Applications
1 11 (4.30%) Visual Studio
2 9 (3.52%) LabVIEW
3 6 (2.34%) SQL Server Management Studio (SSMS)
3 6 (2.34%) Talend Open Studio
4 3 (1.17%) Ant
4 3 (1.17%) Gradle
4 3 (1.17%) Maven
5 1 (0.39%) Selenium
5 1 (0.39%) WebDriver
General
1 50 (19.53%) Finance
2 19 (7.42%) Telecoms
3 17 (6.64%) Marketing
4 16 (6.25%) Retail
5 9 (3.52%) Billing
6 4 (1.56%) Automotive
7 3 (1.17%) Games
7 3 (1.17%) Italian Language
7 3 (1.17%) Law
7 3 (1.17%) Legal
7 3 (1.17%) Manufacturing
8 2 (0.78%) French Language
8 2 (0.78%) Greek Language
9 1 (0.39%) Dutch Language
9 1 (0.39%) Electronics
9 1 (0.39%) German Language
9 1 (0.39%) Pharmaceutical
Job Titles
1 116 (45.31%) Analyst
2 37 (14.45%) SQL Analyst
3 36 (14.06%) Architect
4 30 (11.72%) Business Analyst
5 29 (11.33%) Data Analyst
6 28 (10.94%) Developer
7 21 (8.20%) SQL Data Analyst
8 18 (7.03%) Data Architect
9 14 (5.47%) SQL Server Analyst
10 12 (4.69%) Systems Analyst
11 10 (3.91%) Business Intelligence Analyst
11 10 (3.91%) Consultant
11 10 (3.91%) Senior Analyst
11 10 (3.91%) Senior Data Analyst
12 9 (3.52%) C++ Developer
12 9 (3.52%) C++ Software Developer
12 9 (3.52%) Database Analyst
12 9 (3.52%) Senior Solutions Architect
12 9 (3.52%) Solutions Architect
12 9 (3.52%) SQL Developer
Libraries, Frameworks & Software Standards
1 19 (7.42%) .NET
2 6 (2.34%) J2EE
3 4 (1.56%) REST
4 3 (1.17%) XML
5 2 (0.78%) Flash
5 2 (0.78%) MDX
6 1 (0.39%) ASP.NET
6 1 (0.39%) ASP.NET MVC
6 1 (0.39%) jQuery
6 1 (0.39%) Web Services
Miscellaneous
1 71 (27.73%) Analytical Skills
2 28 (10.94%) Computer Science
3 16 (6.25%) Data Integration
4 15 (5.86%) Management Information System
5 14 (5.47%) Visualisation
6 13 (5.08%) Augmented Reality
7 10 (3.91%) Data Extraction
8 9 (3.52%) Algorithms
8 9 (3.52%) Physics
9 8 (3.13%) Telematics
10 7 (2.73%) Data Conversion
10 7 (2.73%) Statistics
11 6 (2.34%) CMDB
12 5 (1.95%) ASIC
12 5 (1.95%) Client/Server
12 5 (1.95%) Data Structures
12 5 (1.95%) Driving Licence
12 5 (1.95%) Field-Programmable Gate Array
12 5 (1.95%) VHDL
12 5 (1.95%) Virtual Team
Operating Systems
1 23 (8.98%) Windows
2 12 (4.69%) Unix
3 7 (2.73%) Linux
4 2 (0.78%) CatOS
5 1 (0.39%) Debian
Processes & Methodologies
1 76 (29.69%) Business Intelligence
2 35 (13.67%) Analytics
3 33 (12.89%) Agile Software Development
4 27 (10.55%) ETL
4 27 (10.55%) Project Management
4 27 (10.55%) SDLC
5 26 (10.16%) Data Management
6 23 (8.98%) Migration
7 22 (8.59%) Change Management
8 20 (7.81%) Data Modelling
9 19 (7.42%) Data Migration
10 18 (7.03%) ITIL
11 16 (6.25%) Stakeholder Management
11 16 (6.25%) User Stories
12 15 (5.86%) Data Analytics
12 15 (5.86%) Data Architecture
13 14 (5.47%) E-Commerce
13 14 (5.47%) OO
14 13 (5.08%) OOD
14 13 (5.08%) Software Engineering
Programming Languages
1 106 (41.41%) SQL
2 31 (12.11%) VBA
3 23 (8.98%) T-SQL
4 17 (6.64%) Java
5 13 (5.08%) C#
5 13 (5.08%) VB
6 12 (4.69%) C++
7 11 (4.30%) PL/SQL
7 11 (4.30%) Python
8 9 (3.52%) VBScript
9 5 (1.95%) C
9 5 (1.95%) VB.NET
10 4 (1.56%) JavaScript
11 2 (0.78%) Perl
11 2 (0.78%) PHP
12 1 (0.39%) MATLAB
12 1 (0.39%) Shell Script
Qualifications
1 52 (20.31%) Degree
2 7 (2.73%) IBM Certification
3 6 (2.34%) CCNA
3 6 (2.34%) Cisco Certification
4 4 (1.56%) ACCA
4 4 (1.56%) CIMA
5 3 (1.17%) Microsoft Certification
5 3 (1.17%) SC Cleared
5 3 (1.17%) Security Cleared
6 2 (0.78%) PRINCE2 Practitioner
7 1 (0.39%) CISA
7 1 (0.39%) ITIL Certification
7 1 (0.39%) QiCA
Quality Assurance & Compliance
1 33 (12.89%) Data Quality
2 21 (8.20%) SLA
3 7 (2.73%) QA
System Software
1 5 (1.95%) Firmware
Systems Management
1 1 (0.39%) Oozie
Vendors
1 30 (11.72%) Microsoft
2 20 (7.81%) SAP
2 20 (7.81%) Tableau
3 18 (7.03%) Cognos
4 16 (6.25%) IBM
4 16 (6.25%) Oracle
5 10 (3.91%) Cisco
5 10 (3.91%) MicroStrategy
6 6 (2.34%) Talend
7 5 (1.95%) Cadence
7 5 (1.95%) Google
7 5 (1.95%) Synopsys
8 4 (1.56%) Computacenter
8 4 (1.56%) Facebook
8 4 (1.56%) Hyperion
8 4 (1.56%) Tealeaf
8 4 (1.56%) Twitter
9 3 (1.17%) Civica
9 3 (1.17%) Informatica
9 3 (1.17%) Northgate
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