Period
to 24 February 2018

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Data Management skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Management over the 6 months to 24 February 2018 with a comparison to the same period in the previous 2 years.

Data Management
England > East of England
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 237 225 212
Rank change year-on-year -12 -13 +65
Permanent jobs citing Data Management 134 152 171
As % of all permanent IT jobs advertised in the East of England 1.07% 1.20% 1.14%
As % of the Processes & Methodologies category 1.22% 1.35% 1.30%
Number of salaries quoted 112 113 140
East of England median annual salary £51,250 £55,000 £47,500
Median salary % change year-on-year -6.82% +15.79% -17.39%
10th Percentile £26,250 £34,200 £26,200
90th Percentile £60,000 £85,300 £75,100
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% -

Data Management 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 10,999 11,221 13,125
As % of all permanent IT jobs advertised in the East of England 88.18% 88.83% 87.33%
Number of salaries quoted 8,895 9,114 10,590
East of England median annual salary £50,000 £45,344 £45,000
Median salary % change year-on-year +10.27% +0.76% +1.12%
10th Percentile £28,500 £27,500 £26,250
90th Percentile £71,250 £70,700 £68,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Management
Job Vacancy Trend in the East of England

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

Job vacancy trend for Data Management in the East of England

Data Management
Salary Trend in the East of England

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

Salary trend for Data Management in the East of England

Data Management
Salary Histogram in the East of England

The salary distribution of IT jobs citing Data Management in the East of England over the 6 months to 24 February 2018.

Salary histogram for Data Management in the East of England

Data Management
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 Management within the East of England region over the 6 months to 24 February 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 +11 49 £40,000 -27.27% 7
Essex +21 40 £59,000 +24.21% 4
Cambridgeshire -35 30 £50,000 +25.00% 14
Bedfordshire 0 11 £50,000 -9.09% 11
Norfolk +18 3 £88,750 +51.71% 3
Suffolk -6 1 £37,500 -34.50%
Data Management
England

For the 6 months to 24 February 2018, IT jobs citing Data Management 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 Management.

1 50 (37.31%) Business Intelligence
2 34 (25.37%) Data Warehouse
2 34 (25.37%) Tableau
2 34 (25.37%) Analytical Skills
3 33 (24.63%) SQL
3 33 (24.63%) Mathematics
4 28 (20.90%) Master Data Management
5 27 (20.15%) Relational Database
6 26 (19.40%) Big Data
7 25 (18.66%) Hadoop
8 24 (17.91%) SAP
9 22 (16.42%) Data Architecture
10 21 (15.67%) Visualisation
10 21 (15.67%) Agile Software Development
10 21 (15.67%) Microsoft
11 20 (14.93%) Oracle
11 20 (14.93%) SQL Server
11 20 (14.93%) Data Quality
12 19 (14.18%) Automotive
13 17 (12.69%) Publishing
13 17 (12.69%) Data Cleansing
13 17 (12.69%) Semantic Layer
14 16 (11.94%) Analytics
14 16 (11.94%) Data Modelling
15 15 (11.19%) ETL
15 15 (11.19%) Validation
15 15 (11.19%) Microsoft Azure
15 15 (11.19%) SAP PM
16 14 (10.45%) Front End Development
16 14 (10.45%) Data Analysis

Data Management
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 3 (2.24%) Apache
1 3 (2.24%) Apache Solr
1 3 (2.24%) Exchange Server 2010
1 3 (2.24%) Exchange Server 2013
1 3 (2.24%) MS Exchange
2 2 (1.49%) Apache Spark
2 2 (1.49%) IIS
2 2 (1.49%) SAP Portal
Applications
1 11 (8.21%) Microsoft Excel
2 5 (3.73%) Adobe Illustrator
2 5 (3.73%) Microsoft Office
2 5 (3.73%) Photoshop
3 3 (2.24%) Windchill
4 1 (0.75%) Spreadsheet
Business Applications
1 15 (11.19%) SAP PM
2 2 (1.49%) OpenText VIM for SAP
2 2 (1.49%) SAP Hybris
3 1 (0.75%) Maximo
3 1 (0.75%) SAP MDG
3 1 (0.75%) SAP MDM
Cloud Services
1 15 (11.19%) Microsoft Azure
2 6 (4.48%) PaaS
3 4 (2.99%) Amazon AWS
4 3 (2.24%) Office 365
5 2 (1.49%) AWS CloudFormation
5 2 (1.49%) Azure Data Factory
5 2 (1.49%) GitHub
6 1 (0.75%) Google Analytics
6 1 (0.75%) IaaS
6 1 (0.75%) SaaS
Communications & Networking
1 4 (2.99%) Firewall
1 4 (2.99%) SMS
2 2 (1.49%) FTP
2 2 (1.49%) MPLS
2 2 (1.49%) VPN
3 1 (0.75%) Cisco ASA
3 1 (0.75%) DNS
3 1 (0.75%) Internet
3 1 (0.75%) LAN
3 1 (0.75%) Network Security
3 1 (0.75%) SAN
3 1 (0.75%) SSL
3 1 (0.75%) TCP/IP
3 1 (0.75%) WAN
Database & Business Intelligence
1 34 (25.37%) Data Warehouse
2 27 (20.15%) Relational Database
3 26 (19.40%) Big Data
4 25 (18.66%) Hadoop
5 20 (14.93%) SQL Server
6 17 (12.69%) Semantic Layer
7 13 (9.70%) Power BI
8 9 (6.72%) BusinessObjects
9 8 (5.97%) SQL Server Integration Services
10 7 (5.22%) Data Mining
10 7 (5.22%) SQL Server Analysis Services
10 7 (5.22%) SQL Server Reporting Services
11 4 (2.99%) SAP BW
11 4 (2.99%) Spotfire
12 3 (2.24%) MS Access
12 3 (2.24%) Qlik Sense
13 2 (1.49%) BusinessObjects Business Intelligence
13 2 (1.49%) Microsoft Analysis Services
13 2 (1.49%) NoSQL
13 2 (1.49%) SAP Data Services
Development Applications
1 5 (3.73%) Git (software)
2 2 (1.49%) Jenkins
2 2 (1.49%) Subversion
2 2 (1.49%) Visual Studio
2 2 (1.49%) WebSharper
3 1 (0.75%) Atlassian Bamboo
3 1 (0.75%) ERwin
General
1 19 (14.18%) Automotive
2 17 (12.69%) Publishing
3 14 (10.45%) Finance
4 13 (9.70%) Legal
4 13 (9.70%) Marketing
5 7 (5.22%) Manufacturing
6 6 (4.48%) Back Office
7 3 (2.24%) Games
7 3 (2.24%) Retail
8 2 (1.49%) Pharmaceutical
9 1 (0.75%) Advertising
9 1 (0.75%) Telecoms
Job Titles
1 49 (36.57%) Analyst
2 30 (22.39%) Developer
3 26 (19.40%) Data Analyst
4 25 (18.66%) Business Intelligence Analyst
5 17 (12.69%) Business Analyst
5 17 (12.69%) Business Intelligence Business Analyst
6 15 (11.19%) Consultant
6 15 (11.19%) Excel Analyst
6 15 (11.19%) SAP Consultant
7 13 (9.70%) Business Intelligence Specialist
7 13 (9.70%) SAP PM Consultant
8 11 (8.21%) Java Developer
9 10 (7.46%) Software Developer
10 8 (5.97%) Java Software Developer
11 7 (5.22%) Senior Developer
12 6 (4.48%) Business Intelligence Developer
12 6 (4.48%) Designer
12 6 (4.48%) Senior Applications Designer
12 6 (4.48%) UI Designer
12 6 (4.48%) UX Designer
Libraries, Frameworks & Software Standards
1 12 (8.96%) .NET
2 10 (7.46%) HTML
2 10 (7.46%) HTML5
3 8 (5.97%) CSS
3 8 (5.97%) JSON
3 8 (5.97%) Twitter Bootstrap
4 7 (5.22%) AngularJS
4 7 (5.22%) Hibernate
4 7 (5.22%) Spring
5 6 (4.48%) CSS3
5 6 (4.48%) Material Design
6 5 (3.73%) Apache Cordova
6 5 (3.73%) JSON Schema
7 4 (2.99%) Web Services
8 3 (2.24%) .NET Framework
8 3 (2.24%) jQuery
8 3 (2.24%) Lucene
8 3 (2.24%) RESTful
8 3 (2.24%) XML
9 2 (1.49%) LINQ
Miscellaneous
1 34 (25.37%) Analytical Skills
2 13 (9.70%) Computer Science
3 7 (5.22%) Enterprise Software
4 6 (4.48%) Mobile App
4 6 (4.48%) User Experience
5 5 (3.73%) Graphic Design
5 5 (3.73%) iPhone
5 5 (3.73%) Virtual Team
6 4 (2.99%) Life Science
7 3 (2.24%) Data Structures
7 3 (2.24%) Management Information System
8 2 (1.49%) 3D Graphics
8 2 (1.49%) Data Centre
8 2 (1.49%) Replication
8 2 (1.49%) Social Network
9 1 (0.75%) Clustering
9 1 (0.75%) Fintech
9 1 (0.75%) Linux Command Line
9 1 (0.75%) PKI
9 1 (0.75%) Public Cloud
Operating Systems
1 8 (5.97%) Linux
2 6 (4.48%) Android
2 6 (4.48%) Apple iOS
3 3 (2.24%) Unix
4 2 (1.49%) Red Hat Enterprise Linux
4 2 (1.49%) Windows
5 1 (0.75%) CentOS
5 1 (0.75%) Ubuntu
5 1 (0.75%) Windows Server
5 1 (0.75%) Windows Server 2012
Processes & Methodologies
1 50 (37.31%) Business Intelligence
2 33 (24.63%) Mathematics
3 28 (20.90%) Master Data Management
4 22 (16.42%) Data Architecture
5 21 (15.67%) Agile Software Development
5 21 (15.67%) Visualisation
6 17 (12.69%) Data Cleansing
7 16 (11.94%) Analytics
7 16 (11.94%) Data Modelling
8 15 (11.19%) ETL
8 15 (11.19%) Validation
9 14 (10.45%) Data Analysis
9 14 (10.45%) Economics
9 14 (10.45%) Front End Development
10 13 (9.70%) Data Analytics
10 13 (9.70%) Data Visualisation
11 11 (8.21%) DevOps
12 10 (7.46%) Data Integration
12 10 (7.46%) Quality Management
13 9 (6.72%) Big Data Analytics
Programming Languages
1 33 (24.63%) SQL
2 14 (10.45%) Java
3 11 (8.21%) C#
3 11 (8.21%) PowerShell
4 10 (7.46%) Python
5 8 (5.97%) T-SQL
6 4 (2.99%) F#
7 3 (2.24%) JavaScript
7 3 (2.24%) VBA
8 2 (1.49%) ABAP
8 2 (1.49%) Bash Shell
8 2 (1.49%) Clojure
8 2 (1.49%) Haskell
8 2 (1.49%) R
8 2 (1.49%) Scala
8 2 (1.49%) Shell Script
8 2 (1.49%) VBScript
9 1 (0.75%) C
9 1 (0.75%) C++
9 1 (0.75%) Ruby
Qualifications
1 14 (10.45%) Degree
2 5 (3.73%) Computer Science Degree
3 2 (1.49%) HNC
3 2 (1.49%) HND
3 2 (1.49%) VMware Certified Professional (VCP)
4 1 (0.75%) SC Cleared
4 1 (0.75%) Security Cleared
Quality Assurance & Compliance
1 20 (14.93%) Data Quality
2 9 (6.72%) QA
3 6 (4.48%) COSHH
4 5 (3.73%) GMP
5 3 (2.24%) GxP
6 1 (0.75%) ISO/IEC 27001
6 1 (0.75%) MiFID
6 1 (0.75%) PCI DSS
6 1 (0.75%) PMO
System Software
1 9 (6.72%) Docker
2 5 (3.73%) Active Directory
3 1 (0.75%) Active Directory Lightweight Directory Services
3 1 (0.75%) Squid
3 1 (0.75%) VMware Infrastructure
3 1 (0.75%) vSphere
Systems Management
1 2 (1.49%) Ansible
1 2 (1.49%) Terraform
2 1 (0.75%) Docker Swarm
2 1 (0.75%) Kubernetes
2 1 (0.75%) Microsoft Clustering
2 1 (0.75%) Opscode Chef
2 1 (0.75%) Puppet
2 1 (0.75%) Systems Management Server (SMS)
Vendors
1 34 (25.37%) Tableau
2 24 (17.91%) SAP
3 21 (15.67%) Microsoft
4 20 (14.93%) Oracle
5 7 (5.22%) Terracotta
6 6 (4.48%) Apple
6 6 (4.48%) IBM
7 5 (3.73%) Salesforce.com
7 5 (3.73%) Xamarin
8 4 (2.99%) Talend
9 3 (2.24%) RedGate
9 3 (2.24%) VMware
10 2 (1.49%) hybris
10 2 (1.49%) IFS
10 2 (1.49%) Twitter
10 2 (1.49%) Veeam
11 1 (0.75%) Blue Coat
11 1 (0.75%) F5
11 1 (0.75%) Google
11 1 (0.75%) PTC