Period
to 23 November 2017

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

Data Management
England > East of England
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 232 201 220
Rank change year-on-year -31 +19 +1
Permanent jobs citing Data Management 129 184 181
As % of all permanent IT jobs advertised in the East of England 1.07% 1.39% 1.19%
As % of the Processes & Methodologies category 1.22% 1.57% 1.36%
Number of salaries quoted 108 134 151
East of England median annual salary £50,000 £49,000 £45,000
Median salary % change year-on-year +2.04% +8.89% -18.18%
10th Percentile £32,500 £32,150 £24,250
90th Percentile £71,250 £87,500 £73,750
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +2.94%

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 10609 11704 13300
As % of all permanent IT jobs advertised in the East of England 88.00% 88.59% 87.21%
Number of salaries quoted 8613 9643 10938
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +4.65%
10th Percentile £27,500 £26,750 £26,250
90th Percentile £70,000 £70,000 £67,500
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 23 November 2017.

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 23 November 2017. 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 +16 54 £47,500 +15.15% 3
Cambridgeshire -44 36 £67,500 +68.75% 4
Bedfordshire +8 24 £50,000 -11.11% 1
Essex +16 11 £56,250 +7.14% 1
Norfolk +10 2 £88,750 +26.79%
Suffolk -7 2 £31,750 -25.29%
Data Management
England

For the 6 months to 23 November 2017, IT jobs citing Data Management 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 Management.

1 35 (27.13%) Python
1 35 (27.13%) Mathematics
2 34 (26.36%) Data Quality
3 33 (25.58%) Microsoft
4 31 (24.03%) SQL
4 31 (24.03%) Master Data Management
5 30 (23.26%) Degree
6 27 (20.93%) Retail
7 26 (20.16%) Analytical Skills
8 24 (18.60%) Big Data
8 24 (18.60%) HTML
9 22 (17.05%) Java
9 22 (17.05%) SAP
10 21 (16.28%) CSS
10 21 (16.28%) JavaScript
11 20 (15.50%) Business Intelligence
11 20 (15.50%) Hadoop
11 20 (15.50%) Tableau
12 19 (14.73%) Analytics
12 19 (14.73%) Visualisation
12 19 (14.73%) Amazon AWS
13 18 (13.95%) Workflow
13 18 (13.95%) JSON
14 17 (13.18%) Life Science
14 17 (13.18%) Finance
14 17 (13.18%) Change Management
14 17 (13.18%) Pharmaceutical
14 17 (13.18%) Elasticsearch
14 17 (13.18%) REST
15 16 (12.40%) Data Visualisation

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 17 (13.18%) Elasticsearch
2 16 (12.40%) Apache Spark
3 11 (8.53%) SAS
4 6 (4.65%) SharePoint
4 6 (4.65%) SharePoint 2010
5 5 (3.88%) Skype for Business
6 3 (2.33%) SAP Portal
7 2 (1.55%) Apache
7 2 (1.55%) Apache Solr
7 2 (1.55%) IIS
Applications
1 11 (8.53%) Microsoft Excel
1 11 (8.53%) Microsoft Office
2 4 (3.10%) Microsoft PowerPoint
2 4 (3.10%) Microsoft Project
3 3 (2.33%) Adobe Illustrator
3 3 (2.33%) Photoshop
4 1 (0.78%) MS Visio
4 1 (0.78%) Windchill
Business Applications
1 6 (4.65%) SAP MDG
1 6 (4.65%) SAP MM
2 4 (3.10%) SAP PM
3 3 (2.33%) OpenText VIM for SAP
4 2 (1.55%) FastStats
5 1 (0.78%) SAP MDM
5 1 (0.78%) SAP S/4HANA
Cloud Services
1 19 (14.73%) Amazon AWS
2 11 (8.53%) Microsoft Azure
3 5 (3.88%) Office 365
4 3 (2.33%) PaaS
5 2 (1.55%) GitHub
Communications & Networking
1 5 (3.88%) Skype
2 3 (2.33%) Firewall
3 2 (1.55%) Cisco ASA
3 2 (1.55%) LAN
3 2 (1.55%) SAN
3 2 (1.55%) TCP/IP
3 2 (1.55%) WAN
4 1 (0.78%) MPLS
4 1 (0.78%) VPN
Database & Business Intelligence
1 24 (18.60%) Big Data
2 20 (15.50%) Hadoop
3 16 (12.40%) Text Mining
4 13 (10.08%) SQL Server
5 12 (9.30%) Data Warehouse
6 11 (8.53%) Apache Hive
6 11 (8.53%) Impala
7 8 (6.20%) Relational Database
7 8 (6.20%) SAP Data Services
7 8 (6.20%) SQL Server Integration Services
8 5 (3.88%) Power BI
9 4 (3.10%) BusinessObjects
9 4 (3.10%) Semantic Layer
9 4 (3.10%) SQL Server Analysis Services
9 4 (3.10%) SQL Server Reporting Services
10 3 (2.33%) Data Mining
10 3 (2.33%) Spotfire
11 2 (1.55%) DTS
11 2 (1.55%) Qlik Sense
11 2 (1.55%) SQL Server 2008
Development Applications
1 5 (3.88%) Talend Open Studio
2 2 (1.55%) Atlassian Bamboo
2 2 (1.55%) Git (software)
2 2 (1.55%) Jenkins
2 2 (1.55%) Subversion
2 2 (1.55%) Visual Studio
2 2 (1.55%) WebSharper
3 1 (0.78%) ERwin
General
1 27 (20.93%) Retail
2 17 (13.18%) Finance
2 17 (13.18%) Pharmaceutical
3 12 (9.30%) Automotive
3 12 (9.30%) Legal
4 10 (7.75%) Publishing
5 9 (6.98%) Marketing
6 6 (4.65%) Advertising
7 4 (3.10%) Manufacturing
8 3 (2.33%) Games
9 1 (0.78%) Local Government
Job Titles
1 30 (23.26%) Analyst
1 30 (23.26%) Consultant
2 29 (22.48%) Developer
3 20 (15.50%) Data Analyst
4 19 (14.73%) Java Developer
5 12 (9.30%) Data Consultant
5 12 (9.30%) SAP Consultant
6 11 (8.53%) Analytics Consultant
6 11 (8.53%) Data Analytics Consultant
6 11 (8.53%) SAS Consultant
7 10 (7.75%) JavaScript Developer
8 9 (6.98%) Excel Analyst
9 8 (6.20%) Business Analyst
10 7 (5.43%) Business Intelligence Specialist
11 6 (4.65%) SAP MM Consultant
11 6 (4.65%) SharePoint Consultant
11 6 (4.65%) Software Developer
12 5 (3.88%) Architect
12 5 (3.88%) Python Developer
12 5 (3.88%) Senior Consultant
Libraries, Frameworks & Software Standards
1 24 (18.60%) HTML
2 21 (16.28%) CSS
3 18 (13.95%) JSON
4 17 (13.18%) REST
5 16 (12.40%) Web Services
6 14 (10.85%) .NET
7 12 (9.30%) IDoc
8 7 (5.43%) HTML5
9 5 (3.88%) RESTful
9 5 (3.88%) Twitter Bootstrap
10 4 (3.10%) AngularJS
11 3 (2.33%) Apache Cordova
11 3 (2.33%) CSS3
11 3 (2.33%) JSON Schema
11 3 (2.33%) Material Design
11 3 (2.33%) SAP ALE
11 3 (2.33%) SAP Fiori
11 3 (2.33%) SAP Smart Forms
11 3 (2.33%) SAPUI5
12 2 (1.55%) XML
Miscellaneous
1 26 (20.16%) Analytical Skills
2 17 (13.18%) Life Science
3 14 (10.85%) Computer Science
4 11 (8.53%) Foreign Exchange (FX)
5 7 (5.43%) Management Information System
6 4 (3.10%) Mobile App
7 3 (2.33%) Graphic Design
7 3 (2.33%) iPhone
7 3 (2.33%) Replication
7 3 (2.33%) User Experience
7 3 (2.33%) Virtual Team
8 2 (1.55%) 3D Graphics
8 2 (1.55%) Clustering
8 2 (1.55%) Data Centre
8 2 (1.55%) Data Structures
8 2 (1.55%) Distributed Denial-of-Service
8 2 (1.55%) iSeries
8 2 (1.55%) Public Cloud
8 2 (1.55%) Social Network
9 1 (0.78%) Fintech
Operating Systems
1 7 (5.43%) Linux
1 7 (5.43%) Windows
1 7 (5.43%) Windows Server 2012
2 5 (3.88%) Windows Server
3 3 (2.33%) Android
3 3 (2.33%) Apple iOS
4 2 (1.55%) CentOS
4 2 (1.55%) Red Hat Enterprise Linux
4 2 (1.55%) Ubuntu
4 2 (1.55%) Unix
Processes & Methodologies
1 35 (27.13%) Mathematics
2 31 (24.03%) Master Data Management
3 20 (15.50%) Business Intelligence
4 19 (14.73%) Analytics
4 19 (14.73%) Visualisation
5 18 (13.95%) Workflow
6 17 (13.18%) Change Management
7 16 (12.40%) Data Visualisation
7 16 (12.40%) Strategic Thinking
7 16 (12.40%) Web Development
8 15 (11.63%) Agile Software Development
8 15 (11.63%) Continuous Improvement
8 15 (11.63%) Machine Learning
9 14 (10.85%) Statistics
10 13 (10.08%) Data Analysis
11 11 (8.53%) Data Cleansing
11 11 (8.53%) Econometrics
11 11 (8.53%) Software Engineering
11 11 (8.53%) Statistical Modelling
11 11 (8.53%) Yield Management
Programming Languages
1 35 (27.13%) Python
2 31 (24.03%) SQL
3 22 (17.05%) Java
4 21 (16.28%) JavaScript
5 13 (10.08%) R
6 11 (8.53%) MATLAB
7 10 (7.75%) PowerShell
8 7 (5.43%) C#
9 6 (4.65%) ABAP
9 6 (4.65%) T-SQL
10 4 (3.10%) F#
11 2 (1.55%) Bash Shell
11 2 (1.55%) Clojure
11 2 (1.55%) Haskell
11 2 (1.55%) Ruby
11 2 (1.55%) Scala
11 2 (1.55%) Shell Script
11 2 (1.55%) VBA
11 2 (1.55%) VBScript
12 1 (0.78%) C++
Qualifications
1 30 (23.26%) Degree
2 11 (8.53%) Microsoft Certification
2 11 (8.53%) Numerate Degree
3 10 (7.75%) Computer Science Degree
4 6 (4.65%) MCP
5 5 (3.88%) MCSA
5 5 (3.88%) MCSE
6 3 (2.33%) VMware Certified Professional (VCP)
7 2 (1.55%) Security Cleared
8 1 (0.78%) PhD
8 1 (0.78%) SC Cleared
Quality Assurance & Compliance
1 34 (26.36%) Data Quality
2 3 (2.33%) COSHH
2 3 (2.33%) GMP
2 3 (2.33%) QA
3 2 (1.55%) GDPR
3 2 (1.55%) ISO/IEC 27001
3 2 (1.55%) PCI DSS
System Software
1 11 (8.53%) Apache Flume
2 7 (5.43%) VMware Infrastructure
3 4 (3.10%) Docker
4 2 (1.55%) vSphere
Systems Management
1 2 (1.55%) Ansible
1 2 (1.55%) Microsoft Clustering
Vendors
1 33 (25.58%) Microsoft
2 22 (17.05%) SAP
3 20 (15.50%) Tableau
4 10 (7.75%) VMware
5 8 (6.20%) Oracle
6 6 (4.65%) Nintex
7 5 (3.88%) Citrix
7 5 (3.88%) Talend
8 4 (3.10%) Salesforce.com
9 3 (2.33%) Apple
9 3 (2.33%) Veeam
9 3 (2.33%) Xamarin
10 2 (1.55%) Blue Coat
10 2 (1.55%) CheckPoint
10 2 (1.55%) Cisco
10 2 (1.55%) Clearswift
10 2 (1.55%) F5
10 2 (1.55%) Nokia
10 2 (1.55%) Twitter
11 1 (0.78%) IBM