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 3 months to 25 April 2017 with a comparison to the same period in the previous 2 years.

Data Management
UK / England
3 months to
25 Apr 2017
Same period 2016 Same period 2015
Rank 228 195 237
Rank change year-on-year -33 +42  
Permanent jobs citing Data Management 1217 1702 1502
As % of all permanent IT jobs advertised in England 1.50% 1.74% 1.42%
As % of the Processes & Methodologies category 1.68% 1.96% 1.64%
Number of salaries quoted 917 1358 1177
Median salary £51,500 £52,500 £55,000
Median salary % change year-on-year -1.90% -4.54%  
90% offered a salary of more than £32,500 £31,500 £33,911
10% offered a salary of more than £85,000 £80,000 £80,000
UK excluding London median salary £45,000 £45,000 £45,000

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 72377 86843 91782
As % of all permanent IT job vacancies advertised in England 89.32% 88.85% 87.06%
Number of salaries quoted 59988 72897 74986
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Management
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Data Management as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 25 April 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 3 months to 25 April 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -3 652 £60,000 +4.34% 65
South East +7 197 £50,000 - 33
North West -20 89 £40,000 - 23
South West +18 82 £40,000 -20.00% 13
Yorkshire -11 59 £42,000 -1.17% 13
West Midlands -17 56 £55,000 +25.07% 16
East of England -35 38 £47,500 -17.39% 9
East Midlands -49 33 £47,500 +11.11% 6
North East +17 21 £44,500 -22.60%
Data Management
UK

For the 6 months to 25 April 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.

1 719 (30.67%) Finance
2 693 (29.56%) SQL
3 610 (26.02%) Business Intelligence
4 502 (21.42%) SQL Server
5 494 (21.08%) Analytics
6 491 (20.95%) Agile Software Development
7 464 (19.80%) Data Warehouse
8 431 (18.39%) Microsoft
9 430 (18.34%) Analytical Skills
10 399 (17.02%) Master Data Management
11 385 (16.42%) Oracle
12 370 (15.78%) Degree
13 356 (15.19%) ETL
14 339 (14.46%) Data Quality
15 337 (14.38%) Java
16 320 (13.65%) Data Modelling
17 267 (11.39%) SAP
18 255 (10.88%) Stakeholder Management
18 255 (10.88%) Big Data
19 253 (10.79%) SQL Server Integration Services
20 241 (10.28%) Project Management
21 234 (9.98%) Management Information System
22 214 (9.13%) Banking
23 212 (9.04%) Data Governance
24 206 (8.79%) SQL Server Reporting Services
25 200 (8.53%) Data Analysis
26 199 (8.49%) Visualisation
27 189 (8.06%) Data Architecture
28 186 (7.94%) CRM
29 182 (7.76%) 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 89 (3.80%) SharePoint
2 86 (3.67%) Apache Spark
3 76 (3.24%) SAS
4 40 (1.71%) Apache
4 40 (1.71%) Apache Pig
5 30 (1.28%) JBoss
5 30 (1.28%) Oracle SOA Suite
6 18 (0.77%) ArcGIS
7 17 (0.73%) CMS
8 16 (0.68%) Documentum
8 16 (0.68%) IIS
8 16 (0.68%) WebSphere
9 14 (0.60%) Skype for Business
9 14 (0.60%) WebLogic
10 13 (0.55%) Elasticsearch
11 11 (0.47%) MS Exchange
12 10 (0.43%) Adobe Experience Manager
12 10 (0.43%) BizTalk Server
12 10 (0.43%) Confluence
12 10 (0.43%) Tomcat
Applications
1 182 (7.76%) Microsoft Excel
2 96 (4.10%) Microsoft Office
3 55 (2.35%) Microsoft PowerPoint
4 30 (1.28%) SPSS
5 19 (0.81%) Microsoft Project
5 19 (0.81%) MS Visio
6 10 (0.43%) Spreadsheet
7 4 (0.17%) Camtasia
7 4 (0.17%) FrameMaker
7 4 (0.17%) HipChat
7 4 (0.17%) RoboHelp
8 3 (0.13%) AutoCAD
8 3 (0.13%) Pro/ENGINEER
8 3 (0.13%) PTC Creo
8 3 (0.13%) SOLIDWORKS
8 3 (0.13%) SPSS Modeler
9 2 (0.085%) Solid Edge
10 1 (0.043%) Siemens NX
10 1 (0.043%) Windchill
Business Applications
1 60 (2.56%) SAP MM
2 58 (2.47%) SAP PM
2 58 (2.47%) SAP SD
3 56 (2.39%) SAP CO
3 56 (2.39%) SAP FI
3 56 (2.39%) SAP FI/CO
4 50 (2.13%) Maximo
5 48 (2.05%) Primavera
5 48 (2.05%) SAP HR
5 48 (2.05%) SAP QM
6 39 (1.66%) SAP BPC
7 33 (1.41%) Dynamics CRM
7 33 (1.41%) Markit EDM
8 28 (1.19%) Dynamics AX
9 23 (0.98%) SAP ERP
10 19 (0.81%) SAP CRM
10 19 (0.81%) SAP EHS
11 18 (0.77%) thinkFolio
12 16 (0.68%) SAP cProjects
12 16 (0.68%) SAP MRS
Cloud Services
1 152 (6.48%) Microsoft Azure
2 127 (5.42%) Amazon AWS
3 76 (3.24%) SaaS
4 36 (1.54%) IaaS
5 33 (1.41%) PaaS
6 25 (1.07%) Office 365
7 22 (0.94%) Cloud Computing
8 20 (0.85%) Yammer
9 17 (0.73%) GitHub
9 17 (0.73%) Google Cloud Platform
10 15 (0.64%) Google Analytics
11 12 (0.51%) Adobe Analytics
12 6 (0.26%) Force.com
12 6 (0.26%) SuccessFactors
13 5 (0.21%) Boomi
13 5 (0.21%) MailChimp
13 5 (0.21%) Silverpop
14 4 (0.17%) G Suite
15 2 (0.085%) Heroku
15 2 (0.085%) OpenShift
Communications & Networking
1 42 (1.79%) SAN
2 35 (1.49%) Kerberos
3 33 (1.41%) DNS
4 30 (1.28%) Firewall
5 24 (1.02%) Internet
6 23 (0.98%) Intranet
7 19 (0.81%) VPN
8 18 (0.77%) VoIP
9 17 (0.73%) SSL
10 16 (0.68%) BGP
10 16 (0.68%) LDAP
10 16 (0.68%) MPLS
11 15 (0.64%) HTTP
12 13 (0.55%) Network Security
12 13 (0.55%) Skype
13 11 (0.47%) TCP/IP
14 10 (0.43%) WAN
15 9 (0.38%) FCoE
15 9 (0.38%) Wireless
16 7 (0.30%) DHCP
Database & Business Intelligence
1 502 (21.42%) SQL Server
2 464 (19.80%) Data Warehouse
3 255 (10.88%) Big Data
4 253 (10.79%) SQL Server Integration Services
5 206 (8.79%) SQL Server Reporting Services
6 172 (7.34%) Relational Database
7 135 (5.76%) SQL Server Analysis Services
8 125 (5.33%) Hadoop
9 102 (4.35%) BusinessObjects
10 88 (3.75%) Power BI
11 80 (3.41%) GIS
12 78 (3.33%) MySQL
13 75 (3.20%) QlikView
14 72 (3.07%) NoSQL
15 68 (2.90%) SQL Server 2008
16 57 (2.43%) RDBMS
16 57 (2.43%) SAP BW
16 57 (2.43%) SQL Server 2012
17 53 (2.26%) Apache Hive
18 46 (1.96%) Data Mining
Development Applications
1 61 (2.60%) Git (software)
2 60 (2.56%) JIRA
3 44 (1.88%) Talend Open Studio
4 40 (1.71%) Jenkins
4 40 (1.71%) Selenium
5 24 (1.02%) ERwin
6 19 (0.81%) Visual Studio
7 17 (0.73%) JMeter
8 16 (0.68%) Toad
9 14 (0.60%) SQL Server Management Studio (SSMS)
10 12 (0.51%) Atlassian Bamboo
10 12 (0.51%) Travis CI
11 10 (0.43%) Cucumber
11 10 (0.43%) Team Foundation Server
11 10 (0.43%) WebDriver
12 8 (0.34%) JUnit
12 8 (0.34%) TeamCity
13 7 (0.30%) Bitbucket
14 6 (0.26%) Eclipse
15 5 (0.21%) XMLSpy
General
1 719 (30.67%) Finance
2 214 (9.13%) Banking
3 170 (7.25%) Marketing
4 163 (6.95%) Retail
5 133 (5.67%) Legal
6 118 (5.03%) Investment Banking
7 74 (3.16%) Telecoms
8 53 (2.26%) Front Office
9 49 (2.09%) Manufacturing
10 43 (1.83%) Back Office
11 36 (1.54%) Advertising
12 34 (1.45%) Pharmaceutical
13 28 (1.19%) Billing
14 25 (1.07%) Financial Institution
15 23 (0.98%) French Language
15 23 (0.98%) Law
16 19 (0.81%) Publishing
17 16 (0.68%) German Language
18 14 (0.60%) Games
19 13 (0.55%) Electronics
Job Titles
1 429 (18.30%) Developer
2 383 (16.34%) Analyst
3 353 (15.06%) Architect
4 205 (8.75%) Data Architect
5 187 (7.98%) Consultant
6 147 (6.27%) Data Analyst
7 141 (6.02%) Data Manager
8 99 (4.22%) Junior
9 97 (4.14%) Administrator
10 92 (3.92%) Solutions Architect
11 77 (3.28%) Java Developer
12 73 (3.11%) SQL Developer
13 69 (2.94%) Business Intelligence Developer
14 65 (2.77%) SAP Consultant
15 64 (2.73%) Project Manager
16 57 (2.43%) SAP PM Consultant
17 51 (2.18%) Business Analyst
17 51 (2.18%) Business Intelligence Manager
18 50 (2.13%) Data Consultant
19 46 (1.96%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 180 (7.68%) Web Services
2 151 (6.44%) .NET
3 119 (5.08%) XML
4 73 (3.11%) Spring
5 71 (3.03%) HTML
6 67 (2.86%) SOAP
7 64 (2.73%) RESTful
8 56 (2.39%) REST
9 52 (2.22%) Node.js
10 49 (2.09%) AngularJS
11 48 (2.05%) BAPI
12 47 (2.01%) JSON
13 44 (1.88%) Middleware
13 44 (1.88%) React
14 43 (1.83%) Java EE
15 42 (1.79%) MDX
16 41 (1.75%) J2EE
17 39 (1.66%) CSS
18 37 (1.58%) Apache Camel
19 26 (1.11%) HTML5
Miscellaneous
1 430 (18.34%) Analytical Skills
2 234 (9.98%) Management Information System
3 162 (6.91%) Computer Science
4 137 (5.84%) Fintech
5 66 (2.82%) Data Structures
6 50 (2.13%) Reference Data
7 47 (2.01%) Enterprise Software
8 46 (1.96%) Equities
9 37 (1.58%) Algorithms
9 37 (1.58%) User Experience
10 36 (1.54%) Data Protection Act
11 33 (1.41%) Life Science
12 30 (1.28%) Data Centre
13 29 (1.24%) Mobile App
14 27 (1.15%) iPad
15 26 (1.11%) Fixed Income
15 26 (1.11%) Hedge funds
16 24 (1.02%) Greenfield Project
17 19 (0.81%) Clustering
18 18 (0.77%) NHS
Operating Systems
1 172 (7.34%) Linux
2 169 (7.21%) Windows
3 131 (5.59%) Unix
4 58 (2.47%) Windows Server
5 36 (1.54%) Windows Server 2012
6 32 (1.37%) Windows Server 2008
7 26 (1.11%) Windows Server 2003
8 7 (0.30%) Apple iOS
8 7 (0.30%) Windows XP
9 6 (0.26%) Solaris
10 5 (0.21%) Android
11 4 (0.17%) AIX
11 4 (0.17%) CentOS
11 4 (0.17%) Red Hat Enterprise Linux
11 4 (0.17%) Ubuntu
12 3 (0.13%) Windows 2000
12 3 (0.13%) Windows Vista
13 2 (0.085%) Debian
13 2 (0.085%) Mac OS
13 2 (0.085%) Windows 10
Processes & Methodologies
1 610 (26.02%) Business Intelligence
2 494 (21.08%) Analytics
3 491 (20.95%) Agile Software Development
4 399 (17.02%) Master Data Management
5 356 (15.19%) ETL
6 320 (13.65%) Data Modelling
7 255 (10.88%) Stakeholder Management
8 241 (10.28%) Project Management
9 212 (9.04%) Data Governance
10 200 (8.53%) Data Analysis
11 199 (8.49%) Visualisation
12 189 (8.06%) Data Architecture
13 186 (7.94%) CRM
14 178 (7.59%) Migration
15 175 (7.47%) Data Integration
16 151 (6.44%) Data Strategy
17 143 (6.10%) Mentoring
18 135 (5.76%) ITIL
19 133 (5.67%) Data Analytics
20 120 (5.12%) E-Commerce
Programming Languages
1 693 (29.56%) SQL
2 337 (14.38%) Java
3 170 (7.25%) Python
4 163 (6.95%) T-SQL
5 158 (6.74%) C#
6 147 (6.27%) JavaScript
7 98 (4.18%) C++
8 62 (2.65%) C
9 55 (2.35%) R
10 44 (1.88%) PL/SQL
10 44 (1.88%) VBA
11 27 (1.15%) Perl
12 25 (1.07%) Data Analysis Expressions (DAX)
12 25 (1.07%) PHP
13 20 (0.85%) Ruby
14 19 (0.81%) PowerShell
14 19 (0.81%) VB
15 18 (0.77%) VB.NET
16 17 (0.73%) Scala
16 17 (0.73%) Shell Script
Qualifications
1 370 (15.78%) Degree
2 50 (2.13%) CISSP
2 50 (2.13%) Microsoft Certification
3 46 (1.96%) Security Cleared
4 40 (1.71%) PhD
5 35 (1.49%) CISM
6 34 (1.45%) SC Cleared
7 25 (1.07%) PMI Certification
7 25 (1.07%) Postgraduate
8 24 (1.02%) MCSE
9 23 (0.98%) ISEB
10 22 (0.94%) Cisco Certification
11 21 (0.90%) PMP
12 18 (0.77%) CISA
12 18 (0.77%) MCSA
13 14 (0.60%) CCNP
13 14 (0.60%) JNCIA
13 14 (0.60%) JNCIP
14 12 (0.51%) ITIL Certification
15 10 (0.43%) CISMP
Quality Assurance & Compliance
1 339 (14.46%) Data Quality
2 111 (4.74%) QA
3 54 (2.30%) ISO/IEC 27001
4 52 (2.22%) SLA
5 51 (2.18%) PCI DSS
6 27 (1.15%) GDPR
7 19 (0.81%) COBIT
8 12 (0.51%) IFRS
9 10 (0.43%) Actionable Recommendations
10 9 (0.38%) PMO
11 7 (0.30%) IFRS 9
12 6 (0.26%) IAS 39
12 6 (0.26%) MiFID
13 4 (0.17%) Disclosure Scotland
13 4 (0.17%) HL7
13 4 (0.17%) P3O
13 4 (0.17%) Solvency II
14 3 (0.13%) COREP
14 3 (0.13%) Dodd-Frank
14 3 (0.13%) FATCA
System Software
1 60 (2.56%) Active Directory
2 37 (1.58%) VMware Infrastructure
3 24 (1.02%) Apache Flume
4 23 (0.98%) Docker
5 21 (0.90%) HDFS
6 20 (0.85%) Hyper-V
7 9 (0.38%) VMware ESXi
8 7 (0.30%) Slurm Workload Manager
9 3 (0.13%) KVM
9 3 (0.13%) Virtual Servers
9 3 (0.13%) vSphere
9 3 (0.13%) Xen
10 2 (0.085%) SRDF
10 2 (0.085%) VMware ESX
10 2 (0.085%) XenDesktop
11 1 (0.043%) Firmware
11 1 (0.043%) GPFS
11 1 (0.043%) LXC
11 1 (0.043%) XenApp
11 1 (0.043%) XenServer
Systems Management
1 22 (0.94%) Oozie
2 19 (0.81%) Backup Exec
3 16 (0.68%) NetBackup
4 15 (0.64%) Ansible
5 14 (0.60%) Puppet
6 11 (0.47%) Kibana
7 10 (0.43%) Hadoop YARN
7 10 (0.43%) HP Quality Center
8 9 (0.38%) HP Data Protector
8 9 (0.38%) HP SIM
9 8 (0.34%) Opscode Chef
10 7 (0.30%) SCOM
11 6 (0.26%) Microsoft Clustering
11 6 (0.26%) SCCM
12 5 (0.21%) EMC NetWorker
12 5 (0.21%) OpenView
13 4 (0.17%) Norton AntiVirus
13 4 (0.17%) WSUS
13 4 (0.17%) ZABBIX
14 2 (0.085%) Data Guard
Vendors
1 431 (18.39%) Microsoft
2 385 (16.42%) Oracle
3 267 (11.39%) SAP
4 140 (5.97%) Tableau
5 87 (3.71%) IBM
6 84 (3.58%) Informatica
7 65 (2.77%) Salesforce.com
8 58 (2.47%) VMware
9 48 (2.05%) HP
10 44 (1.88%) Talend
11 39 (1.66%) Cisco
12 38 (1.62%) Cognos
13 37 (1.58%) Google
14 34 (1.45%) EMC
15 33 (1.41%) Sybase
15 33 (1.41%) Teradata
16 32 (1.37%) Red Hat
17 25 (1.07%) Alteryx
17 25 (1.07%) TIBCO
18 24 (1.02%) Citrix
Crawley, West Sussex
RBW Consulting
Salary: Up to £35,000 per annum + Bonus
Posted: 12 hours ago
City, London
I3
Salary: £75000 - £85000 per annum + benefits + bonus
Posted: 13 hours ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £45000 per annum
Posted: 16 hours ago
Leeds, West Yorkshire
Rullion
Salary: £60000 - £70000 per annum + comprehensive benefits
Posted: 15 hours ago
London
Eligo Recruitment Ltd
Salary: £40000 - £50000 per annum + Bonus, Healthcare, Pension
Posted: 8 hours ago
Brighton, East Sussex
Search Consultancy
Salary: £40000 - £46045.00 per annum + bonus+pension
Posted: 16 hours ago
City, London
I3
Salary: £55000 - £70000 per annum + + bonus + bens
Posted: 16 hours ago
Crawley, West Sussex
Ampersand Consulting
Salary: £30000 - £35000 per annum
Posted: 6 hours ago
Bath, Avon
ComputerWorld Personnel Ltd
Posted: 8 hours ago
Stoke-On-Trent, Staffordshire
Searchability
Posted: 7 hours ago
Midlands
Harvey Nash plc
Salary: £40000 - £55000 per annum + Benefits Package
Posted: Yesterday
City, London
Lorien Resourcing
Salary: £90000 - £110000 per annum + bonus + benefits + car allowance
Posted: 8 hours ago
Chippenham, Wiltshire
Aximis (West) Limited
Salary: Up to £25000 + Excellent Benefits
Posted: Yesterday
Cirencester, Gloucestershire
Aximis (West) Limited
Salary: Up to £25000 + Excellent Benefits
Posted: Yesterday
Bristol, Avon
Aximis (West) Limited
Salary: Up to £25000 + Excellent Benefits
Posted: Yesterday
Cheltenham, Gloucestershire
Aximis (West) Limited
Salary: Up to £25000 + Excellent Benefits
Posted: Yesterday
Swindon, Wiltshire
Aximis (West) Limited
Salary: Up to £25000 + Excellent Benefits
Posted: Yesterday
Bury, Lancashire
Blue Octopus Recruitment LLP
Salary: Salary £45,046
Posted: Yesterday
Leeds, West Yorkshire
ASDA
Salary: Market Salary
Posted: Yesterday
Greater Manchester
HAYS INFORMATION TECHNOLOGY
Salary: £40000.00 - £50000.00 per annum
Posted: Yesterday
Milton Keynes, Buckinghamshire
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £32000.00 per annum
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £75,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: Yesterday
Stoke-On-Trent, Staffordshire
Searchability
Posted: 7 hours ago
Leeds, West Yorkshire
Networkers
Salary: £49000 - £60000 per annum + Excellent Benefits Package
Posted: 16 hours ago
Rotherham, South Yorkshire
Saxon Recruitment Solutions
Salary: £35000 - £45000 per annum
Posted: 5 hours ago
Stoke-On-Trent, Staffordshire
Searchability
Posted: 7 hours ago
West London
QVC
Salary: From £30,000 to £50,000 per annum
Posted: Yesterday
Liverpool, Merseyside
QVC
Salary: From £30,000 to £50,000 per annum
Posted: Yesterday
Windsor, Berkshire
X4 Group
Salary: £35k - 45k per year
Posted: 5 hours ago
Altrincham, Cheshire
Applause IT Innovation
Salary: £20000 - £26000 per annum + Pension, Medical, Dental
Posted: 8 hours ago