Period
to 25 April 2018

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 6 months to 25 April 2018 with a comparison to the same period in the previous 2 years.

Data Analysis
England > East of England
6 months to
25 Apr 2018
Same period 2017 Same period 2016
Rank 187 192 255
Rank change year-on-year +5 +63 -66
Permanent jobs citing Data Analysis 200 179 138
As % of all permanent IT jobs advertised in the East of England 1.55% 1.46% 0.95%
As % of the Processes & Methodologies category 1.73% 1.64% 1.06%
Number of salaries quoted 144 151 103
East of England median annual salary £37,500 £40,000 £40,000
Median salary % change year-on-year -6.25% - -6.98%
10th Percentile £26,250 £27,000 £25,150
90th Percentile £59,625 £60,000 £58,750
England median annual salary £45,500 £47,500 £45,000
% change year-on-year -4.21% +5.56% +4.65%

Data Analysis is in the Processes and Methodologies category. The following 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 or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 11,565 10,947 13,023
As % of all permanent IT jobs advertised in the East of England 89.58% 89.45% 89.50%
Number of salaries quoted 8,957 8,864 10,495
East of England median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +2.27%
10th Percentile £27,750 £26,750 £26,250
90th Percentile £71,250 £68,750 £68,550
England median annual salary £50,000 £50,000 £47,903
% change year-on-year - +4.38% +3.02%

Data Analysis
Job Vacancy Trend in the East of England

Job postings citing Data Analysis as a percentage of all IT jobs advertised in the East of England.

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 6 months to 25 April 2018.

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 6 months to 25 April 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridgeshire +3 72 £35,000 -6.67% 13
Hertfordshire -35 71 £37,500 -6.25% 8
Essex +20 25 £50,000 +28.21% 2
Suffolk -1 16 £32,500 -23.53% 4
Bedfordshire +21 8 £35,000 -6.67% 7
Norfolk +17 8 £32,500 - 1
Data Analysis
England

For the 6 months to 25 April 2018, IT jobs citing Data Analysis also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the East of England region with a requirement for Data Analysis.

1 83 (41.50%) SQL
2 78 (39.00%) Degree
3 52 (26.00%) Mathematics
4 46 (23.00%) Computer Science
5 44 (22.00%) Python
6 40 (20.00%) Microsoft Excel
7 34 (17.00%) Agile Software Development
8 32 (16.00%) Analytical Skills
9 30 (15.00%) Business Intelligence
10 29 (14.50%) Machine Learning
10 29 (14.50%) Analytics
11 27 (13.50%) Data Modelling
11 27 (13.50%) Physics
12 26 (13.00%) C++
13 25 (12.50%) R
14 24 (12.00%) Project Management
14 24 (12.00%) Finance
15 23 (11.50%) PhD
15 23 (11.50%) Problem-Solving
16 22 (11.00%) Visualisation
17 21 (10.50%) Stakeholder Management
17 21 (10.50%) ETL
17 21 (10.50%) Microsoft
17 21 (10.50%) Data Science
18 19 (9.50%) E-Commerce
18 19 (9.50%) SQL Server
19 18 (9.00%) C
20 17 (8.50%) Java
20 17 (8.50%) Algorithms
21 16 (8.00%) Git (software)

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 7 (3.50%) SharePoint
2 6 (3.00%) SAS
3 5 (2.50%) OpenStack
4 4 (2.00%) Apache Spark
4 4 (2.00%) SharePoint Server
5 3 (1.50%) MS Exchange
6 2 (1.00%) CMS
7 1 (0.50%) Umbraco
Applications
1 40 (20.00%) Microsoft Excel
2 16 (8.00%) Microsoft Office
3 10 (5.00%) Microsoft PowerPoint
4 5 (2.50%) MS Visio
5 4 (2.00%) Photoshop
Business Applications
1 5 (2.50%) Dynamics NAV
1 5 (2.50%) Payment Gateway
2 3 (1.50%) Workfront
3 2 (1.00%) Orchard Housing
3 2 (1.00%) SAP Hybris
Cloud Services
1 10 (5.00%) Microsoft Azure
2 5 (2.50%) Amazon AWS
2 5 (2.50%) Dynamics 365
2 5 (2.50%) GitHub
3 4 (2.00%) Google Analytics
4 3 (1.50%) Google Cloud Platform
4 3 (1.50%) Office 365
5 2 (1.00%) Adobe Analytics
5 2 (1.00%) SaaS
Communications & Networking
1 4 (2.00%) VPN
2 3 (1.50%) DHCP
2 3 (1.50%) DNS
2 3 (1.50%) TCP/IP
2 3 (1.50%) VLAN
2 3 (1.50%) VoIP
3 2 (1.00%) SMS
4 1 (0.50%) Firewall
4 1 (0.50%) Internet
4 1 (0.50%) MPLS
Database & Business Intelligence
1 19 (9.50%) SQL Server
2 16 (8.00%) Big Data
3 15 (7.50%) Hadoop
4 14 (7.00%) Relational Database
5 13 (6.50%) Data Warehouse
6 9 (4.50%) BusinessObjects
6 9 (4.50%) Power BI
7 6 (3.00%) NoSQL
7 6 (3.00%) SQL Server Integration Services
8 4 (2.00%) BusinessObjects Business Intelligence
8 4 (2.00%) GIS
8 4 (2.00%) QlikView
9 3 (1.50%) Amazon Redshift
9 3 (1.50%) Apache Hive
9 3 (1.50%) BigQuery
9 3 (1.50%) MS Access
9 3 (1.50%) RDBMS
9 3 (1.50%) SQL Server 2016
10 2 (1.00%) Crystal Reports
10 2 (1.00%) Data Mining
Development Applications
1 16 (8.00%) Git (software)
2 10 (5.00%) LabVIEW
3 6 (3.00%) JIRA
4 3 (1.50%) Bitbucket
4 3 (1.50%) Octopus Deploy
4 3 (1.50%) ReSharper
4 3 (1.50%) TeamCity
5 2 (1.00%) Axure RP
5 2 (1.00%) Balsamiq Mockups
5 2 (1.00%) Dreamweaver
5 2 (1.00%) SQL Server Management Studio (SSMS)
5 2 (1.00%) Visual Studio
6 1 (0.50%) Eclipse
6 1 (0.50%) JIRA Agile
6 1 (0.50%) Team Foundation Server
6 1 (0.50%) VersionOne
General
1 24 (12.00%) Finance
2 15 (7.50%) Retail
3 12 (6.00%) Marketing
4 11 (5.50%) Telecoms
5 8 (4.00%) Manufacturing
6 7 (3.50%) Back Office
7 6 (3.00%) Automotive
8 5 (2.50%) Pharmaceutical
9 4 (2.00%) Law
10 1 (0.50%) Electronics
10 1 (0.50%) Games
Job Titles
1 85 (42.50%) Analyst
2 44 (22.00%) Data Analyst
3 26 (13.00%) Developer
4 22 (11.00%) Business Analyst
5 10 (5.00%) MATLAB Engineer
5 10 (5.00%) Process Engineer
6 8 (4.00%) Business Intelligence Analyst
6 8 (4.00%) Statistician
6 8 (4.00%) Systems Analyst
7 7 (3.50%) Junior
7 7 (3.50%) Senior Developer
7 7 (3.50%) User Experience Researcher
8 6 (3.00%) .NET Developer
8 6 (3.00%) Excel Analyst
8 6 (3.00%) Graduate
8 6 (3.00%) Performance Manager
8 6 (3.00%) Project Manager
8 6 (3.00%) Software Developer
8 6 (3.00%) SQL Analyst
9 5 (2.50%) Microsoft Developer
Libraries, Frameworks & Software Standards
1 7 (3.50%) .NET
2 5 (2.50%) ASP.NET
2 5 (2.50%) CGI
2 5 (2.50%) EDI
2 5 (2.50%) GraphQL
2 5 (2.50%) JSON
2 5 (2.50%) React
2 5 (2.50%) RESTful
2 5 (2.50%) Web Services
3 4 (2.00%) .NET Framework
3 4 (2.00%) ASP.NET MVC
3 4 (2.00%) HTML
3 4 (2.00%) OpenCV
3 4 (2.00%) TensorFlow
3 4 (2.00%) Theano
3 4 (2.00%) Torch
4 3 (1.50%) AngularJS
4 3 (1.50%) Entity Framework
4 3 (1.50%) SAP XI
4 3 (1.50%) WF
Miscellaneous
1 46 (23.00%) Computer Science
2 32 (16.00%) Analytical Skills
3 17 (8.50%) Algorithms
4 14 (7.00%) Management Information System
5 11 (5.50%) User Experience
6 8 (4.00%) 3D Graphics
7 5 (2.50%) Data Structures
7 5 (2.50%) Fintech
7 5 (2.50%) Private Cloud
8 4 (2.00%) Optoelectronics
9 3 (1.50%) Life Science
10 2 (1.00%) Linux Command Line
10 2 (1.00%) PMI
10 2 (1.00%) Reference Data
11 1 (0.50%) Acoustics
11 1 (0.50%) CMDB
11 1 (0.50%) Cyber-Physical System
11 1 (0.50%) Replication
11 1 (0.50%) Self-Motivation
11 1 (0.50%) Virtual Team
Operating Systems
1 16 (8.00%) Linux
2 10 (5.00%) Windows
3 3 (1.50%) Windows Server
3 3 (1.50%) Windows XP
4 2 (1.00%) Android
4 2 (1.00%) Apple iOS
4 2 (1.00%) Mac OS
Processes & Methodologies
1 52 (26.00%) Mathematics
2 34 (17.00%) Agile Software Development
3 30 (15.00%) Business Intelligence
4 29 (14.50%) Analytics
4 29 (14.50%) Machine Learning
5 27 (13.50%) Data Modelling
5 27 (13.50%) Physics
6 24 (12.00%) Project Management
7 23 (11.50%) Problem-Solving
8 22 (11.00%) Visualisation
9 21 (10.50%) Data Science
9 21 (10.50%) ETL
9 21 (10.50%) Stakeholder Management
10 19 (9.50%) E-Commerce
11 16 (8.00%) Bioinformatics
12 13 (6.50%) Continuous Improvement
12 13 (6.50%) Migration
12 13 (6.50%) User Acceptance Testing
13 12 (6.00%) Signal Processing
14 11 (5.50%) Data Acquisition
Programming Languages
1 83 (41.50%) SQL
2 44 (22.00%) Python
3 26 (13.00%) C++
4 25 (12.50%) R
5 18 (9.00%) C
6 17 (8.50%) Java
7 16 (8.00%) T-SQL
8 11 (5.50%) MATLAB
8 11 (5.50%) VBA
9 10 (5.00%) JavaScript
9 10 (5.00%) Scala
10 9 (4.50%) C#
11 7 (3.50%) Ruby
12 6 (3.00%) PL/SQL
13 3 (1.50%) Perl
14 1 (0.50%) VB
Qualifications
1 78 (39.00%) Degree
2 23 (11.50%) PhD
3 9 (4.50%) Computer Science Degree
4 8 (4.00%) Numerate Degree
5 3 (1.50%) ISEB
6 2 (1.00%) IIBA
6 2 (1.00%) PMI Certification
7 1 (0.50%) CISA
7 1 (0.50%) CISSP
7 1 (0.50%) ISTQB
7 1 (0.50%) ITIL Certification
7 1 (0.50%) Master's Degree
7 1 (0.50%) SC Cleared
7 1 (0.50%) Security Cleared
7 1 (0.50%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 11 (5.50%) QA
2 9 (4.50%) Data Quality
3 8 (4.00%) PMO
4 6 (3.00%) GDPR
5 4 (2.00%) GxP
5 4 (2.00%) ISO 9001
6 2 (1.00%) SLA
System Software
1 5 (2.50%) Docker
2 4 (2.00%) Active Directory
3 3 (1.50%) Hyper-V
Systems Management
1 8 (4.00%) Systems Management Server (SMS)
2 1 (0.50%) Oozie
2 1 (0.50%) SCCM
Vendors
1 21 (10.50%) Microsoft
2 16 (8.00%) Tableau
3 8 (4.00%) SAP
4 6 (3.00%) Adobe
5 5 (2.50%) CA
5 5 (2.50%) Google
5 5 (2.50%) WorldPay
6 3 (1.50%) IBM
6 3 (1.50%) New Relic
7 2 (1.00%) Avaya
7 2 (1.00%) hybris
7 2 (1.00%) IFS
7 2 (1.00%) Oracle
7 2 (1.00%) Orchard
7 2 (1.00%) Salesforce.com
7 2 (1.00%) ShoreTel
7 2 (1.00%) Xamarin
8 1 (0.50%) BMC
8 1 (0.50%) CA Agile Central
8 1 (0.50%) Talend