Period
to 17 July 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 17 July 2018 with a comparison to the same period in the previous 2 years.

Data Analysis
England > East of England
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 212 174 183
Rank change year-on-year -38 +9 +13
Permanent jobs citing Data Analysis 155 213 231
As % of all permanent IT jobs advertised in the East of England 1.28% 1.71% 1.63%
As % of the Processes & Methodologies category 1.43% 1.91% 1.82%
Number of salaries quoted 117 190 185
East of England median annual salary £40,000 £39,490 £40,000
Median salary % change year-on-year +1.29% -1.28% -4.19%
10th Percentile £24,700 £29,750 £28,000
90th Percentile £70,000 £56,025 £67,500
England median annual salary £47,500 £45,000 £45,000
% change year-on-year +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 10,829 11,156 12,699
As % of all permanent IT jobs advertised in the East of England 89.13% 89.36% 89.59%
Number of salaries quoted 8,094 8,919 10,363
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +2.51%
10th Percentile £27,500 £26,898 £26,250
90th Percentile £72,000 £68,750 £67,500
England median annual salary £50,000 £50,000 £50,000

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 17 July 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 17 July 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
Hertfordshire -39 60 £52,500 +31.25% 16
Cambridgeshire -6 48 £34,297 -8.54% 8
Essex +18 21 £47,500 +26.67% 4
Suffolk -8 13 £40,000 +1.91% 4
Norfolk +16 8 £27,500 -26.67% 6
Bedfordshire +13 5 £40,000 -5.88% 5
Data Analysis
England

For the 6 months to 17 July 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 84 (54.19%) SQL
2 50 (32.26%) Degree
3 43 (27.74%) Analytical Skills
4 34 (21.94%) Microsoft
5 33 (21.29%) Agile Software Development
6 32 (20.65%) Microsoft Excel
6 32 (20.65%) Business Intelligence
6 32 (20.65%) Analytics
7 31 (20.00%) Visualisation
8 30 (19.35%) Computer Science
9 29 (18.71%) Mathematics
9 29 (18.71%) SQL Server
9 29 (18.71%) Data Science
10 28 (18.06%) Finance
11 27 (17.42%) Problem-Solving
12 25 (16.13%) Python
13 22 (14.19%) Business Analysis
13 22 (14.19%) Power BI
14 21 (13.55%) Data Quality
14 21 (13.55%) SQL Server Reporting Services
14 21 (13.55%) T-SQL
15 20 (12.90%) PhD
15 20 (12.90%) Migration
16 18 (11.61%) ETL
17 16 (10.32%) E-Commerce
17 16 (10.32%) Machine Learning
18 15 (9.68%) Big Data
18 15 (9.68%) Microsoft Office
18 15 (9.68%) Stakeholder Management
18 15 (9.68%) Project Management

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 8 (5.16%) Apache Spark
2 5 (3.23%) SAS
3 4 (2.58%) SharePoint
4 2 (1.29%) SharePoint Server
5 1 (0.65%) Elasticsearch
5 1 (0.65%) OpenStack
5 1 (0.65%) SharePoint 2013
Applications
1 32 (20.65%) Microsoft Excel
2 15 (9.68%) Microsoft Office
3 8 (5.16%) Microsoft PowerPoint
4 7 (4.52%) MS Visio
5 4 (2.58%) Photoshop
Business Applications
1 6 (3.87%) Payment Gateway
2 3 (1.94%) Workfront
3 1 (0.65%) Maximo
3 1 (0.65%) SAP HR
Cloud Services
1 14 (9.03%) Amazon AWS
1 14 (9.03%) Microsoft Azure
2 5 (3.23%) Google Analytics
3 4 (2.58%) Google Cloud Platform
4 2 (1.29%) GitHub
5 1 (0.65%) Adobe Analytics
5 1 (0.65%) G Suite
5 1 (0.65%) Office 365
Communications & Networking
1 1 (0.65%) Ethernet
1 1 (0.65%) Internet
Database & Business Intelligence
1 29 (18.71%) SQL Server
2 22 (14.19%) Power BI
3 21 (13.55%) SQL Server Reporting Services
4 15 (9.68%) Big Data
5 14 (9.03%) SQL Server Integration Services
6 13 (8.39%) Relational Database
7 12 (7.74%) Data Warehouse
8 10 (6.45%) NoSQL
9 9 (5.81%) SQL Server 2008
9 9 (5.81%) SQL Server Analysis Services
10 8 (5.16%) Hadoop
11 7 (4.52%) BusinessObjects
12 6 (3.87%) Amazon Redshift
13 4 (2.58%) BigQuery
13 4 (2.58%) QlikView
14 3 (1.94%) Crystal Reports
14 3 (1.94%) Microsoft Analysis Services
14 3 (1.94%) Oracle Reports
14 3 (1.94%) WebFOCUS
15 2 (1.29%) MS Access
Development Applications
1 7 (4.52%) JIRA
2 6 (3.87%) LabVIEW
3 5 (3.23%) Git (software)
4 4 (2.58%) Axure RP
4 4 (2.58%) Balsamiq Mockups
5 2 (1.29%) Bitbucket
5 2 (1.29%) Octopus Deploy
5 2 (1.29%) ReSharper
5 2 (1.29%) TeamCity
6 1 (0.65%) ER Studio
6 1 (0.65%) Rational DOORS
6 1 (0.65%) Subversion
General
1 28 (18.06%) Finance
2 11 (7.10%) Retail
3 8 (5.16%) Back Office
3 8 (5.16%) Marketing
4 7 (4.52%) Telecoms
5 4 (2.58%) Law
5 4 (2.58%) Pharmaceutical
6 1 (0.65%) Aerospace
6 1 (0.65%) Electronics
6 1 (0.65%) Local Government
6 1 (0.65%) Manufacturing
Job Titles
1 60 (38.71%) Analyst
2 33 (21.29%) Data Analyst
3 26 (16.77%) Developer
4 15 (9.68%) Business Analyst
5 10 (6.45%) Business Intelligence Developer
5 10 (6.45%) Graduate
6 9 (5.81%) Junior
6 9 (5.81%) Senior Developer
7 8 (5.16%) Consultant
8 7 (4.52%) Software Engineer
9 6 (3.87%) Graduate Analyst
9 6 (3.87%) Graduate Data Analyst
9 6 (3.87%) Junior Analyst
9 6 (3.87%) Junior Data Analyst
9 6 (3.87%) MATLAB Engineer
9 6 (3.87%) Process Engineer
9 6 (3.87%) Senior Business Intelligence Developer
9 6 (3.87%) SQL Analyst
9 6 (3.87%) SQL Data Analyst
9 6 (3.87%) SQL Developer
Libraries, Frameworks & Software Standards
1 8 (5.16%) Web Services
2 6 (3.87%) JSON
2 6 (3.87%) RESTful
3 4 (2.58%) .NET
3 4 (2.58%) HTML
4 3 (1.94%) CSS
5 2 (1.29%) ASP.NET
5 2 (1.29%) ASP.NET MVC
5 2 (1.29%) MDX
5 2 (1.29%) Ruby on Rails
5 2 (1.29%) XML
6 1 (0.65%) AngularJS
6 1 (0.65%) CGI
6 1 (0.65%) Elastic Stack
6 1 (0.65%) Entity Framework
6 1 (0.65%) Haml
6 1 (0.65%) SAP XI
6 1 (0.65%) Sass
6 1 (0.65%) Sensu
6 1 (0.65%) WF
Miscellaneous
1 43 (27.74%) Analytical Skills
2 30 (19.35%) Computer Science
3 14 (9.03%) Algorithms
4 11 (7.10%) Management Information System
5 7 (4.52%) Data Structures
6 6 (3.87%) Fintech
6 6 (3.87%) PMI
7 4 (2.58%) Self-Motivation
7 4 (2.58%) User Experience
8 2 (1.29%) Cyber-Physical System
8 2 (1.29%) Life Science
8 2 (1.29%) Linux Command Line
8 2 (1.29%) NHS
8 2 (1.29%) Reference Data
9 1 (0.65%) Acoustics
9 1 (0.65%) Driving Licence
9 1 (0.65%) Private Cloud
Operating Systems
1 6 (3.87%) Windows
2 4 (2.58%) Linux
3 2 (1.29%) Android
3 2 (1.29%) Apple iOS
3 2 (1.29%) Mac OS
4 1 (0.65%) Unix
Processes & Methodologies
1 33 (21.29%) Agile Software Development
2 32 (20.65%) Analytics
2 32 (20.65%) Business Intelligence
3 31 (20.00%) Visualisation
4 29 (18.71%) Data Science
4 29 (18.71%) Mathematics
5 27 (17.42%) Problem-Solving
6 22 (14.19%) Business Analysis
7 20 (12.90%) Migration
8 18 (11.61%) ETL
9 16 (10.32%) E-Commerce
9 16 (10.32%) Machine Learning
10 15 (9.68%) Physics
10 15 (9.68%) Project Management
10 15 (9.68%) Stakeholder Management
11 14 (9.03%) Data Migration
11 14 (9.03%) Data Visualisation
11 14 (9.03%) PRINCE2
12 13 (8.39%) Data Modelling
12 13 (8.39%) Decision-Making
Programming Languages
1 84 (54.19%) SQL
2 25 (16.13%) Python
3 21 (13.55%) T-SQL
4 13 (8.39%) R
5 11 (7.10%) C#
6 10 (6.45%) C++
7 8 (5.16%) Java
7 8 (5.16%) VBA
8 7 (4.52%) MATLAB
9 6 (3.87%) C
9 6 (3.87%) JavaScript
9 6 (3.87%) PL/SQL
9 6 (3.87%) Scala
10 4 (2.58%) Ruby
11 2 (1.29%) Perl
11 2 (1.29%) VB.NET
12 1 (0.65%) ABAP
12 1 (0.65%) Bash Shell
12 1 (0.65%) Google Apps Script
Qualifications
1 50 (32.26%) Degree
2 20 (12.90%) PhD
3 6 (3.87%) PMI Certification
3 6 (3.87%) Security Cleared
4 5 (3.23%) Computer Science Degree
4 5 (3.23%) ISEB
5 2 (1.29%) CISA
5 2 (1.29%) CISSP
5 2 (1.29%) SC Cleared
6 1 (0.65%) CBAP
6 1 (0.65%) HNC
6 1 (0.65%) IIBA
6 1 (0.65%) SAS Certification
Quality Assurance & Compliance
1 21 (13.55%) Data Quality
2 9 (5.81%) PMO
3 4 (2.58%) GDPR
3 4 (2.58%) QA
4 2 (1.29%) GxP
4 2 (1.29%) SLA
System Software
1 1 (0.65%) Active Directory
1 1 (0.65%) Docker
Systems Management
1 7 (4.52%) Systems Management Server (SMS)
2 1 (0.65%) Grafana
2 1 (0.65%) Icinga
2 1 (0.65%) Kibana
2 1 (0.65%) Kubernetes
2 1 (0.65%) logstash
2 1 (0.65%) Nagios
2 1 (0.65%) Prometheus
2 1 (0.65%) ZABBIX
Vendors
1 34 (21.94%) Microsoft
2 14 (9.03%) Tableau
3 7 (4.52%) WorldPay
4 6 (3.87%) Google
4 6 (3.87%) SAP
5 5 (3.23%) Adobe
5 5 (3.23%) CA
5 5 (3.23%) Oracle
6 4 (2.58%) IBM
6 4 (2.58%) Talend
7 3 (1.94%) Cognos
7 3 (1.94%) Salesforce.com
8 2 (1.29%) New Relic
8 2 (1.29%) Optimizely
8 2 (1.29%) Xamarin
9 1 (0.65%) ESRI
9 1 (0.65%) PagerDuty