Period
to 18 August 2017

The following table provides summary statistics for permanent job vacancies advertised in 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 18 August 2017 with a comparison to the same period in the previous 2 years.

Data Management
UK > England
6 months to
18 Aug 2017
Same period 2016 Same period 2015
Rank 221 211 219
Rank change year-on-year -10 +8 -11
Permanent jobs citing Data Management 2677 3044 3209
As % of all permanent IT jobs advertised in England 1.61% 1.63% 1.57%
As % of the Processes & Methodologies category 1.79% 1.83% 1.79%
Number of salaries quoted 1978 2427 2490
England median annual salary £52,500 £55,000 £55,000
Median salary % change year-on-year -4.55% - +4.76%
10th Percentile £31,500 £28,500 £31,250
90th Percentile £86,250 £85,000 £87,500
UK median annual salary £52,500 £55,000 £52,500
% change year-on-year -4.55% +4.76% -

Data Management 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 England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 149477 165899 179741
As % of all permanent IT job vacancies advertised in England 89.87% 89.10% 88.05%
Number of salaries quoted 119649 139973 148220
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £28,000 £27,500
90th Percentile £80,000 £78,750 £76,250
UK median annual salary £50,000 £49,000 £47,500
% change year-on-year +2.04% +3.16% +5.56%

Data Management
Job Vacancy Trend in England

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

Job vacancy trend for Data Management in England

Data Management
Salary Trend in England

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

Salary trend for Data Management in England

Data Management
Salary Histogram in England

The salary distribution of IT jobs citing Data Management in England over the 6 months to 18 August 2017.

Salary histogram for Data Management in England

Data Management
Job Locations in 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 England region over the 6 months to 18 August 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
London -1 1345 £62,500 +4.17% 84
North of England +35 451 £45,000 +12.50% 43
South East -8 420 £52,000 +4.00% 29
North West +23 231 £44,000 +13.55% 27
Midlands -63 199 £45,000 +5.88% 16
Yorkshire +3 150 £42,500 -3.41% 12
West Midlands -59 136 £47,500 +11.76% 11
East of England -10 134 £50,000 -13.04% 6
South West +17 132 £42,000 -6.67% 7
North East +72 70 £47,500 -7.32% 4
East Midlands -31 63 £40,000 -11.11% 5
Data Management
UK

For the 6 months to 18 August 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 England region with a requirement for Data Management.

1 914 (34.14%) Finance
2 879 (32.84%) SQL
3 682 (25.48%) Business Intelligence
4 635 (23.72%) Analytics
5 606 (22.64%) Agile Software Development
6 570 (21.29%) SQL Server
7 527 (19.69%) Analytical Skills
8 521 (19.46%) Microsoft
9 507 (18.94%) Data Quality
10 478 (17.86%) Data Warehouse
11 452 (16.88%) Degree
12 417 (15.58%) ETL
13 416 (15.54%) Java
13 416 (15.54%) Master Data Management
14 403 (15.05%) Data Modelling
15 400 (14.94%) Project Management
16 367 (13.71%) Management Information System
17 356 (13.30%) SAP
18 353 (13.19%) SQL Server Integration Services
19 340 (12.70%) Oracle
20 336 (12.55%) Retail
21 309 (11.54%) Big Data
22 284 (10.61%) Banking
23 278 (10.38%) Data Governance
24 266 (9.94%) CRM
25 263 (9.82%) SQL Server Reporting Services
26 253 (9.45%) Web Services
26 253 (9.45%) Visualisation
27 251 (9.38%) Data Analysis
28 250 (9.34%) Microsoft Excel

Data Management
Co-occurring IT Skills in 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
1 121 (4.52%) SAS
2 91 (3.40%) SharePoint
3 87 (3.25%) Apache Spark
4 70 (2.61%) Tomcat
5 61 (2.28%) Apache
6 55 (2.05%) CMS
7 54 (2.02%) Documentum
8 39 (1.46%) WebLogic
9 38 (1.42%) JBoss
10 34 (1.27%) Oracle SOA Suite
11 30 (1.12%) ArcGIS
12 27 (1.01%) Apache Pig
13 26 (0.97%) WebSphere
14 24 (0.90%) Elasticsearch
15 16 (0.60%) IIS
16 15 (0.56%) Apache Geronimo
16 15 (0.56%) WildFly
17 14 (0.52%) Apache Solr
17 14 (0.52%) Sitecore CMS
18 13 (0.49%) SharePoint 2010
Applications
1 250 (9.34%) Microsoft Excel
2 86 (3.21%) Microsoft Office
3 80 (2.99%) Microsoft PowerPoint
4 50 (1.87%) SPSS
5 41 (1.53%) MS Visio
6 12 (0.45%) Spreadsheet
7 11 (0.41%) Microsoft Project
8 4 (0.15%) Pipeline Pilot
8 4 (0.15%) SOLIDWORKS
8 4 (0.15%) SPSS Modeler
9 2 (0.075%) Siemens NX
10 1 (0.037%) AutoCAD
10 1 (0.037%) Photoshop
Business Applications
1 61 (2.28%) Markit EDM
2 58 (2.17%) Dynamics CRM
3 37 (1.38%) SAP MM
4 30 (1.12%) thinkFolio
5 29 (1.08%) Dynamics AX
6 28 (1.05%) SAP CO
6 28 (1.05%) SAP FI
6 28 (1.05%) SAP FI/CO
6 28 (1.05%) SAP SD
7 20 (0.75%) FastStats
7 20 (0.75%) Salesforce.com CRM
7 20 (0.75%) SAP MDG
8 19 (0.71%) SAP PLM
8 19 (0.71%) SAP VC
9 18 (0.67%) SAP PM
10 17 (0.64%) Maximo
10 17 (0.64%) SAP BPC
11 16 (0.60%) Primavera
11 16 (0.60%) SAP HR
11 16 (0.60%) SAP QM
Cloud Services
1 175 (6.54%) Microsoft Azure
2 151 (5.64%) Amazon AWS
3 78 (2.91%) SaaS
4 34 (1.27%) GitHub
5 24 (0.90%) Office 365
6 22 (0.82%) Google Cloud Platform
7 21 (0.78%) Cloud Computing
8 18 (0.67%) IaaS
9 17 (0.64%) PaaS
10 16 (0.60%) Salesforce Sales Cloud
10 16 (0.60%) Salesforce Service Cloud
11 15 (0.56%) Dynamics 365
11 15 (0.56%) Google Analytics
12 14 (0.52%) Adobe Analytics
13 12 (0.45%) Force.com
14 7 (0.26%) MailChimp
15 4 (0.15%) CloudSense
15 4 (0.15%) iPaaS
16 3 (0.11%) SuccessFactors
17 2 (0.075%) Amazon EMR
Communications & Networking
1 30 (1.12%) HTTP
2 26 (0.97%) DNS
3 23 (0.86%) Intranet
4 22 (0.82%) Internet
5 20 (0.75%) DHCP
5 20 (0.75%) Skype
6 16 (0.60%) SAN
7 10 (0.37%) TCP/IP
7 10 (0.37%) WAN
8 9 (0.34%) Firewall
9 8 (0.30%) FTP
9 8 (0.30%) Wireless
10 7 (0.26%) SMS
10 7 (0.26%) VPN
11 6 (0.22%) Kerberos
11 6 (0.22%) NAS
12 5 (0.19%) IP Telephony
12 5 (0.19%) LAN
12 5 (0.19%) LDAP
13 4 (0.15%) Broadband
Database & Business Intelligence
1 570 (21.29%) SQL Server
2 478 (17.86%) Data Warehouse
3 353 (13.19%) SQL Server Integration Services
4 309 (11.54%) Big Data
5 263 (9.82%) SQL Server Reporting Services
6 196 (7.32%) Relational Database
7 155 (5.79%) SQL Server Analysis Services
8 149 (5.57%) Hadoop
9 146 (5.45%) Power BI
10 130 (4.86%) NoSQL
11 113 (4.22%) BusinessObjects
12 112 (4.18%) QlikView
13 81 (3.03%) SQL Server 2008
14 78 (2.91%) Data Mining
15 74 (2.76%) SQL Server 2012
16 70 (2.61%) Oracle Database
17 66 (2.47%) MySQL
18 55 (2.05%) GIS
19 53 (1.98%) SQL Server 2014
20 51 (1.91%) SQL Server 2016
Development Applications
1 101 (3.77%) Jenkins
2 96 (3.59%) Selenium
3 70 (2.61%) Git (software)
4 59 (2.20%) JIRA
5 42 (1.57%) Talend Open Studio
6 39 (1.46%) Visual Studio
7 33 (1.23%) Cucumber
8 32 (1.20%) WebDriver
9 30 (1.12%) Maven
10 29 (1.08%) ERwin
11 28 (1.05%) JMeter
12 20 (0.75%) Atlassian Bamboo
13 19 (0.71%) Team Foundation Server
14 11 (0.41%) SQL Server Management Studio (SSMS)
15 9 (0.34%) SoapUI
15 9 (0.34%) Subversion
16 8 (0.30%) RStudio
16 8 (0.30%) Toad
17 7 (0.26%) Mercurial
18 6 (0.22%) TeamCity
General
1 914 (34.14%) Finance
2 336 (12.55%) Retail
3 284 (10.61%) Banking
4 247 (9.23%) Marketing
5 205 (7.66%) Legal
6 191 (7.13%) Investment Banking
7 138 (5.16%) Telecoms
8 129 (4.82%) Manufacturing
9 113 (4.22%) Retail Banking
10 91 (3.40%) Electronics
11 76 (2.84%) Back Office
12 75 (2.80%) Front Office
13 69 (2.58%) Pharmaceutical
14 44 (1.64%) Publishing
15 36 (1.34%) German Language
16 26 (0.97%) Advertising
17 24 (0.90%) Law
18 23 (0.86%) Financial Institution
19 22 (0.82%) Automotive
20 21 (0.78%) Billing
Job Titles
1 538 (20.10%) Analyst
2 461 (17.22%) Developer
3 389 (14.53%) Architect
4 220 (8.22%) Consultant
5 192 (7.17%) Data Analyst
6 191 (7.13%) Data Architect
7 169 (6.31%) Data Manager
8 117 (4.37%) Business Analyst
9 115 (4.30%) SQL Developer
10 111 (4.15%) Solutions Architect
11 97 (3.62%) Java Developer
12 81 (3.03%) Data Consultant
12 81 (3.03%) Junior
13 77 (2.88%) DBA
14 72 (2.69%) Administrator
15 71 (2.65%) SQL Analyst
16 69 (2.58%) Business Intelligence Developer
17 66 (2.47%) Project Manager
18 64 (2.39%) IT Manager
19 58 (2.17%) Senior Manager
Libraries, Frameworks & Software Standards
1 253 (9.45%) Web Services
2 184 (6.87%) .NET
3 149 (5.57%) XML
4 124 (4.63%) REST
5 117 (4.37%) SOAP
6 110 (4.11%) HTML
7 87 (3.25%) J2EE
7 87 (3.25%) Middleware
8 74 (2.76%) RESTful
8 74 (2.76%) Spring
9 61 (2.28%) JSON
10 57 (2.13%) CSS
11 51 (1.91%) ASP.NET
12 50 (1.87%) AngularJS
13 49 (1.83%) .NET Framework
14 37 (1.38%) HTML5
15 32 (1.20%) Kafka
15 32 (1.20%) Node.js
16 31 (1.16%) MDX
16 31 (1.16%) React
Miscellaneous
1 527 (19.69%) Analytical Skills
2 367 (13.71%) Management Information System
3 236 (8.82%) Computer Science
4 158 (5.90%) Reference Data
5 112 (4.18%) Data Structures
6 73 (2.73%) Fintech
7 71 (2.65%) Algorithms
8 67 (2.50%) Life Science
9 62 (2.32%) Enterprise Software
10 53 (1.98%) Mobile App
10 53 (1.98%) User Experience
11 40 (1.49%) Mainframe
11 40 (1.49%) Pricing Data
12 38 (1.42%) NHS
13 37 (1.38%) Data Centre
14 33 (1.23%) Data Protection Act
14 33 (1.23%) Hedge funds
14 33 (1.23%) Social Media
15 27 (1.01%) Clustering
15 27 (1.01%) PMI
Operating Systems
1 115 (4.30%) Linux
2 103 (3.85%) Windows
3 75 (2.80%) Unix
4 46 (1.72%) Windows Server
5 25 (0.93%) Windows Server 2012
6 13 (0.49%) Solaris
7 11 (0.41%) Android
7 11 (0.41%) Windows Server 2008
8 9 (0.34%) Windows 10
9 8 (0.30%) Apple iOS
9 8 (0.30%) Windows Server 2003
10 3 (0.11%) Data ONTAP
10 3 (0.11%) Embedded Linux
10 3 (0.11%) VxWorks
10 3 (0.11%) Windows 7
11 2 (0.075%) Red Hat Enterprise Linux
12 1 (0.037%) CentOS
12 1 (0.037%) Oracle Linux
12 1 (0.037%) Ubuntu
12 1 (0.037%) Windows Vista
Processes & Methodologies
1 682 (25.48%) Business Intelligence
2 635 (23.72%) Analytics
3 606 (22.64%) Agile Software Development
4 417 (15.58%) ETL
5 416 (15.54%) Master Data Management
6 403 (15.05%) Data Modelling
7 400 (14.94%) Project Management
8 278 (10.38%) Data Governance
9 266 (9.94%) CRM
10 253 (9.45%) Visualisation
11 251 (9.38%) Data Analysis
12 241 (9.00%) Stakeholder Management
13 228 (8.52%) Mentoring
14 216 (8.07%) Business Analysis
14 216 (8.07%) Data Analytics
15 213 (7.96%) Data Architecture
16 204 (7.62%) Asset Management
17 202 (7.55%) Data Integration
18 176 (6.57%) Migration
18 176 (6.57%) Risk Management
Programming Languages
1 879 (32.84%) SQL
2 416 (15.54%) Java
3 235 (8.78%) Python
4 216 (8.07%) T-SQL
5 196 (7.32%) JavaScript
6 143 (5.34%) C#
7 112 (4.18%) R
8 67 (2.50%) C++
9 64 (2.39%) C
10 59 (2.20%) VBA
11 45 (1.68%) PL/SQL
12 38 (1.42%) PowerShell
13 32 (1.20%) PHP
14 29 (1.08%) ABAP
15 27 (1.01%) Scala
16 22 (0.82%) MATLAB
16 22 (0.82%) Perl
17 20 (0.75%) VB
18 18 (0.67%) Shell Script
19 17 (0.64%) Bash Shell
Qualifications
1 452 (16.88%) Degree
2 116 (4.33%) Computer Science Degree
3 109 (4.07%) Security Cleared
4 58 (2.17%) Microsoft Certification
5 46 (1.72%) CISSP
6 45 (1.68%) SC Cleared
7 34 (1.27%) CISM
8 31 (1.16%) PMI Certification
9 26 (0.97%) PMP
10 24 (0.90%) ISEB
11 20 (0.75%) PhD
12 19 (0.71%) CCSA
12 19 (0.71%) Postgraduate
13 18 (0.67%) MCSA
14 17 (0.64%) Master's Degree
15 15 (0.56%) MCSE
15 15 (0.56%) Numerate Degree
16 14 (0.52%) MCITP
17 13 (0.49%) ITIL Foundation Certificate
18 8 (0.30%) CIMA
Quality Assurance & Compliance
1 507 (18.94%) Data Quality
2 138 (5.16%) QA
3 79 (2.95%) SLA
4 75 (2.80%) GDPR
5 70 (2.61%) ISO/IEC 27001
6 46 (1.72%) Disclosure Scotland
7 37 (1.38%) PCI DSS
8 26 (0.97%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
9 15 (0.56%) COBIT
10 13 (0.49%) Actionable Recommendations
11 12 (0.45%) GCP
12 10 (0.37%) PMO
13 9 (0.34%) HL7
14 8 (0.30%) Solvency II
15 7 (0.26%) MiFID
16 6 (0.22%) Cyber Essentials
16 6 (0.22%) IFRS
16 6 (0.22%) Sarbanes-Oxley
17 5 (0.19%) IFRS 9
17 5 (0.19%) ISO 9000
System Software
1 50 (1.87%) Active Directory
2 36 (1.34%) VMware Infrastructure
3 29 (1.08%) Apache Flume
4 28 (1.05%) HDFS
5 19 (0.71%) Docker
6 8 (0.30%) VMware ESXi
7 7 (0.26%) Slurm Workload Manager
8 5 (0.19%) Hyper-V
8 5 (0.19%) XenDesktop
9 4 (0.15%) Firmware
9 4 (0.15%) ISA Server
9 4 (0.15%) XenServer
10 2 (0.075%) vSphere
11 1 (0.037%) Microsoft App-V
11 1 (0.037%) Oracle RAC
11 1 (0.037%) Samba
11 1 (0.037%) Terminal Server
11 1 (0.037%) Terminal Services
11 1 (0.037%) XenApp
Systems Management
1 59 (2.20%) Puppet
2 24 (0.90%) Ansible
3 22 (0.82%) ZABBIX
4 18 (0.67%) Oozie
5 13 (0.49%) Kibana
6 11 (0.41%) Opscode Chef
7 9 (0.34%) HP Quality Center
8 8 (0.30%) SCOM
9 7 (0.26%) Backup Exec
10 5 (0.19%) EMC NetWorker
10 5 (0.19%) Microsoft Clustering
10 5 (0.19%) SCCM
11 4 (0.15%) HP SIM
11 4 (0.15%) OpenView
12 3 (0.11%) NetBackup
12 3 (0.11%) Salt
12 3 (0.11%) Systems Management Server (SMS)
12 3 (0.11%) TADDM
13 2 (0.075%) FortiGate
13 2 (0.075%) Nagios
Vendors
1 521 (19.46%) Microsoft
2 356 (13.30%) SAP
3 340 (12.70%) Oracle
4 199 (7.43%) Tableau
5 98 (3.66%) IBM
6 95 (3.55%) Salesforce.com
7 84 (3.14%) Informatica
8 60 (2.24%) VMware
9 57 (2.13%) Alteryx
10 52 (1.94%) Pega
11 48 (1.79%) EMC
12 42 (1.57%) Talend
13 38 (1.42%) Cloudera
13 38 (1.42%) Teradata
14 35 (1.31%) Charles River
15 33 (1.23%) Google
16 30 (1.12%) Cognizant
17 28 (1.05%) MicroStrategy
18 26 (0.97%) HP
19 25 (0.93%) Hortonworks