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 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
England / East of England
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 143 115 183
Rank change year-on-year -28 +68  
Permanent jobs citing Data Analysis 119 152 112
As % of all permanent IT jobs advertised in the East of England 1.92% 2.23% 1.36%
As % of the Processes & Methodologies category 2.18% 2.55% 1.58%
Number of salaries quoted 84 118 80
Median salary £37,000 £40,000 £40,000
Median salary % change year-on-year -7.50% -  
90% offered a salary of more than £31,500 £28,900 £32,500
10% offered a salary of more than £53,400 £65,000 £52,500
UK excluding London median salary £39,000 £40,000 £37,500
% change year-on-year -2.50% +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 5461 5969 7107
As % of all permanent IT job vacancies advertised in the East of England 88.14% 87.71% 86.22%
Number of salaries quoted 4403 4998 5822
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £70,000 £65,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 23 June 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 23 June 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 -19 52 £32,500 -18.75% 8
Cambridgeshire -24 24 £37,500 -42.30% 9
Essex -13 19 £35,614 -5.03%
Suffolk +12 14 £40,000 -
Bedfordshire +19 7 £50,000 +14.94%
Norfolk -6 3 £45,000 - 5
Data Analysis
England

For the 6 months to 23 June 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 71 (34.80%) SQL
2 70 (34.31%) Degree
3 56 (27.45%) Computer Science
4 53 (25.98%) Analytical Skills
5 48 (23.53%) Microsoft Excel
6 43 (21.08%) Business Intelligence
7 41 (20.10%) Agile Software Development
8 40 (19.61%) Finance
9 38 (18.63%) SQL Server
9 38 (18.63%) SDLC
10 37 (18.14%) Analytics
10 37 (18.14%) Physics
11 34 (16.67%) SQL Server Reporting Services
11 34 (16.67%) Telecoms
12 31 (15.20%) C++
13 30 (14.71%) Windows
14 29 (14.22%) Signal Processing
15 28 (13.73%) ETL
15 28 (13.73%) Microsoft
15 28 (13.73%) Mathematics
15 28 (13.73%) SQL Server Integration Services
16 26 (12.75%) LabVIEW
16 26 (12.75%) PhD
16 26 (12.75%) Data Acquisition
17 25 (12.25%) Software Engineering
17 25 (12.25%) Microsoft PowerPoint
18 24 (11.76%) Oracle
18 24 (11.76%) Computer Science Degree
18 24 (11.76%) Data Quality
19 23 (11.27%) Algorithms

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 6 (2.94%) Confluence
1 6 (2.94%) OpenStack
2 5 (2.45%) SAS
3 3 (1.47%) Apache Spark
3 3 (1.47%) BizTalk Server
3 3 (1.47%) Elasticsearch
3 3 (1.47%) IIS
3 3 (1.47%) Jupyter
4 2 (0.98%) GlassFish
4 2 (0.98%) SharePoint
4 2 (0.98%) Tomcat
5 1 (0.49%) Smallworld
Applications
1 48 (23.53%) Microsoft Excel
2 25 (12.25%) Microsoft PowerPoint
3 12 (5.88%) Microsoft Office
4 11 (5.39%) MS Visio
5 3 (1.47%) Spreadsheet
6 1 (0.49%) SPSS
Business Applications
1 4 (1.96%) Oracle Applications
2 3 (1.47%) SAP MDG
3 2 (0.98%) Dynamics AX
4 1 (0.49%) Dynamics NAV
4 1 (0.49%) Oracle Payables
Cloud Services
1 8 (3.92%) Microsoft Azure
2 5 (2.45%) Google Cloud Platform
3 3 (1.47%) G Suite
4 1 (0.49%) Adobe Analytics
4 1 (0.49%) Google Analytics
Communications & Networking
1 1 (0.49%) Bluetooth
1 1 (0.49%) Internet
1 1 (0.49%) SMS
1 1 (0.49%) VoIP
Database & Business Intelligence
1 38 (18.63%) SQL Server
2 34 (16.67%) SQL Server Reporting Services
3 28 (13.73%) SQL Server Integration Services
4 22 (10.78%) MySQL
5 20 (9.80%) QlikView
6 18 (8.82%) Data Warehouse
6 18 (8.82%) Relational Database
7 13 (6.37%) Big Data
8 12 (5.88%) GIS
9 11 (5.39%) SQL Server 2008
9 11 (5.39%) SQL Server Analysis Services
10 9 (4.41%) Power BI
11 8 (3.92%) Geospatial Data
12 7 (3.43%) Looker
12 7 (3.43%) OLAP
13 5 (2.45%) Amazon Redshift
13 5 (2.45%) Azure SQL Data Warehouse
13 5 (2.45%) Azure SQL Database
13 5 (2.45%) BigQuery
13 5 (2.45%) Data Mining
Development Applications
1 26 (12.75%) LabVIEW
2 18 (8.82%) Visual Studio
3 6 (2.94%) JIRA
3 6 (2.94%) Oracle Forms
3 6 (2.94%) PowerBuilder
4 3 (1.47%) Octopus Deploy
4 3 (1.47%) Rational DOORS
4 3 (1.47%) Talend Open Studio
5 2 (0.98%) Ant
5 2 (0.98%) Gradle
5 2 (0.98%) Hudson
5 2 (0.98%) Jenkins
5 2 (0.98%) JUnit
5 2 (0.98%) Maven
General
1 40 (19.61%) Finance
2 34 (16.67%) Telecoms
3 22 (10.78%) Marketing
4 12 (5.88%) Retail
5 9 (4.41%) Aerospace
6 8 (3.92%) Games
7 6 (2.94%) Manufacturing
8 4 (1.96%) Law
9 3 (1.47%) Advertising
10 2 (0.98%) Legal
11 1 (0.49%) Billing
11 1 (0.49%) Electronics
11 1 (0.49%) General Ledger
11 1 (0.49%) Mandarin Language
Job Titles
1 62 (30.39%) Analyst
2 56 (27.45%) Developer
3 28 (13.73%) Software Developer
4 24 (11.76%) Data Analyst
5 17 (8.33%) SQL Analyst
6 15 (7.35%) C++ Developer
6 15 (7.35%) C++ Software Developer
7 13 (6.37%) Business Intelligence Analyst
7 13 (6.37%) MATLAB Engineer
8 12 (5.88%) SQL Data Analyst
9 11 (5.39%) Process Engineer
10 10 (4.90%) Business Intelligence Developer
11 9 (4.41%) Analytics Developer
11 9 (4.41%) Business Analyst
11 9 (4.41%) Senior Developer
12 8 (3.92%) Data Scientist
12 8 (3.92%) Test Engineer
13 7 (3.43%) Data Manager
13 7 (3.43%) Incident Manager
13 7 (3.43%) Report Developer
Libraries, Frameworks & Software Standards
1 15 (7.35%) .NET
2 8 (3.92%) HTML
3 7 (3.43%) Google Maps API
4 6 (2.94%) ASP.NET
5 4 (1.96%) CSS
5 4 (1.96%) MDX
6 3 (1.47%) AngularJS
6 3 (1.47%) ASP.NET MVC
6 3 (1.47%) IBM Integration Bus
6 3 (1.47%) Kafka
6 3 (1.47%) Middleware
6 3 (1.47%) React
6 3 (1.47%) Twitter Bootstrap
7 2 (0.98%) HTML5
7 2 (0.98%) J2EE
7 2 (0.98%) SAP XI
8 1 (0.49%) jQuery
8 1 (0.49%) POSIX
8 1 (0.49%) Swing
8 1 (0.49%) XML
Miscellaneous
1 56 (27.45%) Computer Science
2 53 (25.98%) Analytical Skills
3 23 (11.27%) Algorithms
3 23 (11.27%) Management Information System
4 12 (5.88%) FMCG
5 8 (3.92%) User Experience
6 6 (2.94%) Virtual Team
7 5 (2.45%) Private Cloud
8 3 (1.47%) Enterprise Software
8 3 (1.47%) Greenfield Project
9 2 (0.98%) NHS
10 1 (0.49%) Data Structures
10 1 (0.49%) Driving Licence
10 1 (0.49%) e-Health
10 1 (0.49%) Grid Computing
10 1 (0.49%) Replication
10 1 (0.49%) Smart Energy
Operating Systems
1 30 (14.71%) Windows
2 11 (5.39%) Linux
3 8 (3.92%) Unix
4 5 (2.45%) Windows 7
5 4 (1.96%) Windows Server 2012
6 3 (1.47%) Windows 8
7 2 (0.98%) Windows Server
8 1 (0.49%) Android
8 1 (0.49%) Windows Server 2008
Processes & Methodologies
1 43 (21.08%) Business Intelligence
2 41 (20.10%) Agile Software Development
3 38 (18.63%) SDLC
4 37 (18.14%) Analytics
4 37 (18.14%) Physics
5 29 (14.22%) Signal Processing
6 28 (13.73%) ETL
6 28 (13.73%) Mathematics
7 26 (12.75%) Data Acquisition
8 25 (12.25%) Software Engineering
9 23 (11.27%) ITIL
10 21 (10.29%) OO
11 19 (9.31%) Validation
12 17 (8.33%) Image Processing
12 17 (8.33%) OOD
13 16 (7.84%) Machine Learning
13 16 (7.84%) Statistics
13 16 (7.84%) Web Development
14 12 (5.88%) Business Analysis
14 12 (5.88%) Data Modelling
Programming Languages
1 71 (34.80%) SQL
2 31 (15.20%) C++
3 19 (9.31%) C#
3 19 (9.31%) Python
4 17 (8.33%) MATLAB
5 15 (7.35%) T-SQL
6 14 (6.86%) JavaScript
7 11 (5.39%) R
8 9 (4.41%) Java
9 7 (3.43%) Perl
10 6 (2.94%) PL/SQL
10 6 (2.94%) Progress 4GL
10 6 (2.94%) VB.NET
11 5 (2.45%) C
12 3 (1.47%) VBScript
13 2 (0.98%) PHP
13 2 (0.98%) VB
14 1 (0.49%) Embedded C
14 1 (0.49%) Embedded C++
14 1 (0.49%) VBA
Qualifications
1 70 (34.31%) Degree
2 26 (12.75%) PhD
3 24 (11.76%) Computer Science Degree
4 7 (3.43%) ITIL Certification
5 5 (2.45%) Numerate Degree
6 3 (1.47%) ISEB
6 3 (1.47%) Microsoft Certification
6 3 (1.47%) Security Cleared
7 2 (0.98%) CBAP
7 2 (0.98%) Master's Degree
8 1 (0.49%) CISSP
8 1 (0.49%) GSEC
Quality Assurance & Compliance
1 24 (11.76%) Data Quality
2 7 (3.43%) QA
3 4 (1.96%) ISO 9001
3 4 (1.96%) ISO/IEC 27001
4 1 (0.49%) SLA
System Software
1 4 (1.96%) Active Directory
2 1 (0.49%) Docker
2 1 (0.49%) Firmware
2 1 (0.49%) KVM
2 1 (0.49%) LXC
2 1 (0.49%) Slurm Workload Manager
2 1 (0.49%) Xen
Systems Management
1 4 (1.96%) Oozie
2 1 (0.49%) Mesos
Vendors
1 28 (13.73%) Microsoft
2 24 (11.76%) Oracle
3 15 (7.35%) Tableau
4 14 (6.86%) Google
5 7 (3.43%) SAP
6 6 (2.94%) Ab Initio
6 6 (2.94%) Progress
7 3 (1.47%) Atlassian
7 3 (1.47%) IBM
7 3 (1.47%) MuleSoft
7 3 (1.47%) Talend
7 3 (1.47%) TIBCO
7 3 (1.47%) WSO2
8 2 (0.98%) TOWER Software
9 1 (0.49%) Cognos
9 1 (0.49%) JD Edwards
9 1 (0.49%) Minitab
9 1 (0.49%) Pegasus
9 1 (0.49%) Remedy
Bishop's Stortford, Hertfordshire
TechNet IT Recruitment (Permanent)
Posted: 21 hours ago
Borehamwood, Hertfordshire
IT Connections
Salary: £35,000 to £45,000 + 20% Bonus
Posted: 8 hours ago
St. Albans, Hertfordshire
Net Recruit.co.uk Ltd
Salary: £22,000 - £29,000 DOE + Benefits
Posted: Yesterday
Thetford, Norfolk
Tec Partners
Salary: £30000.00 - £40000.00 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE plus stock options
Posted: Yesterday
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: £30k - 45k per year + Awesome Benefits+Prospects!
Posted: 3 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £30000 - £35000 per annum
Posted: 3 days ago
Norwich, Norfolk
I4 Recruitment
Salary: £30k - 45k per year
Posted: 3 days ago
Cambridge, Cambridgeshire
Technical Futures
Salary: From £30,000 to £40,000 per annum + Excellent Benefits
Posted: 2 days ago
Borehamwood, Hertfordshire
IT Connections Ltd
Salary: £30k to £40k + 20% Bonus
Posted: Yesterday
Norwich
Hays Specialist Recruitment Ltd
Salary: £35000.00 - £40000.00 per annum
Posted: 10 days ago
Watford, Hertfordshire
Understanding Recruitment
Salary: £28000.00 - £35000.00 per annum + Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
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Posted: 22 days ago
Letchworth Garden City, Hertfordshire
*Willmott Dixon Holdings Limited
Posted: 24 days ago
Norwich, Norfolk
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Salary: Competitive
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Norwich, Norfolk
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Salary: Competitive
Posted: 15 days ago
Peterborough, Cambridgeshire
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Salary: £30 - £35 per hour
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Cambridge
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