Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in London 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 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Management
England > London
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 163 180 165
Rank change year-on-year +17 -15 +30
Permanent jobs citing Data Management 1643 1428 1840
As % of all permanent IT jobs advertised in London 2.17% 1.89% 2.08%
As % of the Processes & Methodologies category 2.37% 2.08% 2.32%
Number of salaries quoted 1188 1244 1505
London median annual salary £60,000 £60,000 £62,500
Median salary % change year-on-year - -4.00% +4.17%
10th Percentile £37,500 £36,250 £36,250
90th Percentile £92,500 £95,000 £96,500
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +1.94%

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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 69206 68595 79293
As % of all permanent IT jobs advertised in London 91.60% 90.64% 89.56%
Number of salaries quoted 53267 59094 66809
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £35,000 £33,750 £33,000
90th Percentile £90,000 £88,750 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Management
Job Vacancy Trend in London

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

Job vacancy trend for Data Management in London

Data Management
Salary Trend in London

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

Salary trend for Data Management in London

Data Management
Salary Histogram in London

The salary distribution of IT jobs citing Data Management in London over the 6 months to 21 November 2017.

Salary histogram for Data Management in London

Data Management
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Management within the London region over the 6 months to 21 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
Central London -3 288 £55,000 -8.33% 22
West London +21 71 £50,000 -16.67% 7
South London -5 20 £37,000 -22.11% 1
East London -17 13 £62,500 +27.33% 3
North London +5 11 £55,000 +37.50%
Data Management
England

For the 6 months to 21 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 London region with a requirement for Data Management.

1 750 (45.65%) Finance
2 550 (33.48%) SQL
3 469 (28.55%) Analytics
4 377 (22.95%) Business Intelligence
5 372 (22.64%) Agile Software Development
6 361 (21.97%) Data Quality
7 328 (19.96%) SQL Server
8 317 (19.29%) Degree
9 305 (18.56%) ETL
10 282 (17.16%) Microsoft
11 281 (17.10%) Data Modelling
12 276 (16.80%) Project Management
13 274 (16.68%) Data Warehouse
14 271 (16.49%) Banking
15 268 (16.31%) Master Data Management
16 264 (16.07%) Analytical Skills
17 248 (15.09%) Data Governance
18 234 (14.24%) Big Data
19 215 (13.09%) Asset Management
20 210 (12.78%) Java
21 209 (12.72%) Oracle
22 190 (11.56%) Business Analysis
23 187 (11.38%) Reference Data
24 179 (10.89%) CRM
25 178 (10.83%) Visualisation
26 177 (10.77%) SQL Server Integration Services
27 172 (10.47%) Investment Banking
28 170 (10.35%) Management Information System
29 169 (10.29%) Data Analysis
30 166 (10.10%) Data Architecture

Data Management
Co-occurring IT Skills in London 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 67 (4.08%) Apache Spark
2 49 (2.98%) SAS
3 46 (2.80%) SharePoint
4 41 (2.50%) Apache
5 34 (2.07%) Tomcat
6 30 (1.83%) CMS
7 21 (1.28%) JBoss
8 20 (1.22%) Apache Pig
8 20 (1.22%) WebSphere
9 18 (1.10%) WebLogic
10 16 (0.97%) Apache Geronimo
10 16 (0.97%) WildFly
11 15 (0.91%) SharePoint 2013
12 12 (0.73%) MS Exchange
13 11 (0.67%) Documentum
14 8 (0.49%) Adobe Experience Manager
14 8 (0.49%) Anypoint
14 8 (0.49%) OpenStack
15 7 (0.43%) IIS
15 7 (0.43%) Sitecore CMS
Applications
1 117 (7.12%) Microsoft Excel
2 55 (3.35%) Microsoft Office
3 50 (3.04%) MS Visio
4 37 (2.25%) Microsoft PowerPoint
5 30 (1.83%) SPSS
6 12 (0.73%) Photoshop
7 6 (0.37%) Spreadsheet
8 5 (0.30%) Microsoft Project
9 1 (0.061%) AutoCAD
9 1 (0.061%) SOLIDWORKS
Business Applications
1 37 (2.25%) Markit EDM
2 31 (1.89%) Dynamics CRM
3 23 (1.40%) thinkFolio
4 21 (1.28%) Eloqua
5 15 (0.91%) SAP CAR
5 15 (0.91%) SAP POS DM
5 15 (0.91%) SAP Retail
6 13 (0.79%) Actimize
6 13 (0.79%) Salesforce.com CRM
6 13 (0.79%) WebTrends
7 11 (0.67%) SAP Forecasting and Replenishment
7 11 (0.67%) SAP MDG
8 10 (0.61%) Dynamics AX
9 8 (0.49%) Raiser's Edge
10 7 (0.43%) SAP MDM
11 6 (0.37%) Eikon
11 6 (0.37%) HFM
12 5 (0.30%) SAP Hybris
13 4 (0.24%) Oracle Receivables
13 4 (0.24%) SAP CRM
Cloud Services
1 101 (6.15%) Microsoft Azure
2 85 (5.17%) Amazon AWS
3 61 (3.71%) SaaS
4 32 (1.95%) Google Cloud Platform
5 28 (1.70%) Salesforce Service Cloud
6 25 (1.52%) GitHub
7 24 (1.46%) Adobe Analytics
8 22 (1.34%) Force.com
9 21 (1.28%) Office 365
10 20 (1.22%) Salesforce Sales Cloud
11 15 (0.91%) IaaS
12 14 (0.85%) Cloud Computing
13 13 (0.79%) Google Analytics
14 9 (0.55%) PaaS
15 8 (0.49%) Amazon Kinesis
16 6 (0.37%) Google Compute Engine
17 4 (0.24%) AWS CloudFormation
17 4 (0.24%) BlueKai
17 4 (0.24%) CloudSense
17 4 (0.24%) Silverpop
Communications & Networking
1 15 (0.91%) Firewall
2 13 (0.79%) SMS
2 13 (0.79%) TCP/IP
3 12 (0.73%) DNS
3 12 (0.73%) HTTP
4 10 (0.61%) DHCP
5 9 (0.55%) Wireless
6 7 (0.43%) SAN
7 6 (0.37%) Ethernet
7 6 (0.37%) InfiniBand
7 6 (0.37%) VPN
8 5 (0.30%) Internet
8 5 (0.30%) Kerberos
9 4 (0.24%) LAN
10 3 (0.18%) Cisco IOS
10 3 (0.18%) LDAP
10 3 (0.18%) NAS
10 3 (0.18%) Network Security
10 3 (0.18%) Remote Desktop
11 2 (0.12%) DKIM
Database & Business Intelligence
1 328 (19.96%) SQL Server
2 274 (16.68%) Data Warehouse
3 234 (14.24%) Big Data
4 177 (10.77%) SQL Server Integration Services
5 163 (9.92%) SQL Server Reporting Services
6 106 (6.45%) Hadoop
7 97 (5.90%) NoSQL
8 96 (5.84%) Power BI
9 78 (4.75%) QlikView
10 66 (4.02%) Relational Database
11 61 (3.71%) Oracle Database
12 60 (3.65%) SQL Server Analysis Services
13 58 (3.53%) SQL Server 2012
14 51 (3.10%) BusinessObjects
15 50 (3.04%) SQL Server 2008
16 45 (2.74%) Oracle Database 10g
17 43 (2.62%) Data Mining
18 39 (2.37%) RDBMS
18 39 (2.37%) SQL Server 2014
19 32 (1.95%) Spotfire
Development Applications
1 53 (3.23%) Jenkins
2 47 (2.86%) Talend Open Studio
3 41 (2.50%) Selenium
4 29 (1.77%) JIRA
4 29 (1.77%) Visual Studio
5 25 (1.52%) Cucumber
5 25 (1.52%) Git (software)
6 24 (1.46%) WebDriver
7 20 (1.22%) Team Foundation Server
8 17 (1.03%) JMeter
9 15 (0.91%) SQL Server Management Studio (SSMS)
10 12 (0.73%) ERwin
11 11 (0.67%) Maven
11 11 (0.67%) TeamCity
12 10 (0.61%) Octopus Deploy
13 9 (0.55%) Mercurial
14 8 (0.49%) GitLab
14 8 (0.49%) NuGet
15 6 (0.37%) Atlassian Bamboo
15 6 (0.37%) Subversion
General
1 750 (45.65%) Finance
2 271 (16.49%) Banking
3 172 (10.47%) Investment Banking
4 163 (9.92%) Marketing
5 139 (8.46%) Legal
6 132 (8.03%) Retail Banking
7 118 (7.18%) Retail
8 73 (4.44%) Front Office
9 72 (4.38%) Back Office
10 40 (2.43%) Telecoms
11 38 (2.31%) German Language
12 33 (2.01%) Publishing
13 31 (1.89%) Advertising
14 25 (1.52%) Law
15 24 (1.46%) Pharmaceutical
15 24 (1.46%) Private Banking
16 22 (1.34%) Financial Institution
17 17 (1.03%) Games
18 16 (0.97%) Manufacturing
19 10 (0.61%) Electronics
Job Titles
1 358 (21.79%) Analyst
2 236 (14.36%) Architect
3 173 (10.53%) Developer
4 170 (10.35%) Consultant
5 144 (8.76%) Business Analyst
6 141 (8.58%) Data Architect
7 130 (7.91%) Data Analyst
8 90 (5.48%) Data Manager
9 82 (4.99%) Data Consultant
10 70 (4.26%) Product Manager
11 57 (3.47%) Solutions Architect
12 56 (3.41%) DBA
13 54 (3.29%) Data Business Analyst
14 51 (3.10%) SQL DBA
15 50 (3.04%) Service Manager
16 48 (2.92%) Financial Analyst
16 48 (2.92%) Senior Manager
16 48 (2.92%) Technical Leader
17 47 (2.86%) IT Manager
18 40 (2.43%) IT Services Manager
Libraries, Frameworks & Software Standards
1 94 (5.72%) Web Services
2 81 (4.93%) HTML
3 77 (4.69%) .NET
4 67 (4.08%) XML
5 64 (3.90%) J2EE
6 60 (3.65%) CSS
7 46 (2.80%) SOAP
8 39 (2.37%) AngularJS
8 39 (2.37%) ASP.NET
9 37 (2.25%) Middleware
10 35 (2.13%) RESTful
11 34 (2.07%) REST
12 29 (1.77%) JSON
12 29 (1.77%) Spring
13 28 (1.70%) Kafka
14 27 (1.64%) jQuery
15 25 (1.52%) ASP.NET MVC
16 23 (1.40%) .NET Framework
16 23 (1.40%) MDX
17 22 (1.34%) HTML5
Miscellaneous
1 264 (16.07%) Analytical Skills
2 187 (11.38%) Reference Data
3 170 (10.35%) Management Information System
4 135 (8.22%) Computer Science
5 67 (4.08%) Enterprise Software
6 56 (3.41%) Data Structures
7 55 (3.35%) Fintech
8 54 (3.29%) User Experience
9 40 (2.43%) Pricing Data
10 39 (2.37%) Mainframe
11 37 (2.25%) Hedge funds
12 32 (1.95%) Equities
12 32 (1.95%) Life Science
13 28 (1.70%) Clustering
14 26 (1.58%) Derivative
15 25 (1.52%) Algorithms
16 21 (1.28%) Social Media
17 19 (1.16%) Marketing Technology
17 19 (1.16%) Mobile App
18 17 (1.03%) Greenfield Project
Operating Systems
1 87 (5.30%) Linux
2 60 (3.65%) Windows
3 42 (2.56%) Unix
4 36 (2.19%) Windows Server
5 16 (0.97%) Windows Server 2012
6 13 (0.79%) Mac OS X
6 13 (0.79%) Windows Server 2008
7 9 (0.55%) Windows 7
8 8 (0.49%) Data ONTAP
9 6 (0.37%) Windows Server 2003
10 5 (0.30%) Windows 10
11 2 (0.12%) CentOS
11 2 (0.12%) Mesosphere
11 2 (0.12%) Solaris
11 2 (0.12%) Ubuntu
11 2 (0.12%) Windows 8
12 1 (0.061%) Android
12 1 (0.061%) Red Hat Enterprise Linux
Processes & Methodologies
1 469 (28.55%) Analytics
2 377 (22.95%) Business Intelligence
3 372 (22.64%) Agile Software Development
4 305 (18.56%) ETL
5 281 (17.10%) Data Modelling
6 276 (16.80%) Project Management
7 268 (16.31%) Master Data Management
8 248 (15.09%) Data Governance
9 215 (13.09%) Asset Management
10 190 (11.56%) Business Analysis
11 179 (10.89%) CRM
12 178 (10.83%) Visualisation
13 169 (10.29%) Data Analysis
14 166 (10.10%) Data Architecture
15 155 (9.43%) Wealth Management
16 149 (9.07%) Data Analytics
17 141 (8.58%) Data Integration
18 140 (8.52%) Stakeholder Management
19 127 (7.73%) SDLC
20 106 (6.45%) Information Management
Programming Languages
1 550 (33.48%) SQL
2 210 (12.78%) Java
3 136 (8.28%) Python
4 114 (6.94%) T-SQL
5 103 (6.27%) JavaScript
6 72 (4.38%) R
7 59 (3.59%) C#
8 40 (2.43%) PowerShell
9 37 (2.25%) Scala
10 33 (2.01%) C
10 33 (2.01%) VBA
11 30 (1.83%) PL/SQL
12 25 (1.52%) Apex Code
13 24 (1.46%) C++
14 21 (1.28%) Perl
15 19 (1.16%) VB
16 16 (0.97%) Data Analysis Expressions (DAX)
17 13 (0.79%) SOQL
18 12 (0.73%) SOSL
19 11 (0.67%) Bash Shell
Qualifications
1 317 (19.29%) Degree
2 57 (3.47%) Computer Science Degree
3 53 (3.23%) Microsoft Certification
4 25 (1.52%) PMI Certification
4 25 (1.52%) PMP
5 21 (1.28%) MCITP
6 20 (1.22%) ISEB
7 19 (1.16%) Security Cleared
8 17 (1.03%) PhD
9 16 (0.97%) CISSP
10 12 (0.73%) Master's Degree
11 9 (0.55%) Postgraduate
12 8 (0.49%) MBA
12 8 (0.49%) SC Cleared
13 6 (0.37%) ITIL Foundation Certificate
14 5 (0.30%) CBAP
14 5 (0.30%) IIBA
15 4 (0.24%) CISA
16 3 (0.18%) MCSE
16 3 (0.18%) PRINCE2 Certification
Quality Assurance & Compliance
1 361 (21.97%) Data Quality
2 83 (5.05%) QA
3 81 (4.93%) GDPR
4 34 (2.07%) SLA
5 23 (1.40%) ISO/IEC 27001
6 20 (1.22%) PMO
7 11 (0.67%) Disclosure Scotland
8 10 (0.61%) MiFID
9 9 (0.55%) GCP
10 7 (0.43%) FATCA
10 7 (0.43%) Solvency II
11 6 (0.37%) PCI DSS
12 5 (0.30%) Dodd-Frank
12 5 (0.30%) IFRS
12 5 (0.30%) IFRS 9
13 3 (0.18%) GxP
14 2 (0.12%) COBIT
14 2 (0.12%) Cyber Essentials
14 2 (0.12%) EMIR
15 1 (0.061%) Def Stans
System Software
1 52 (3.16%) Active Directory
2 32 (1.95%) VMware Infrastructure
3 23 (1.40%) HDFS
4 15 (0.91%) Apache Flume
4 15 (0.91%) Docker
5 10 (0.61%) VMware ESXi
6 9 (0.55%) Hyper-V
7 8 (0.49%) XenDesktop
8 6 (0.37%) Ceph
8 6 (0.37%) GPFS
8 6 (0.37%) Slurm Workload Manager
9 4 (0.24%) Firmware
9 4 (0.24%) ISA Server
9 4 (0.24%) Microsoft App-V
9 4 (0.24%) Terminal Server
9 4 (0.24%) Virtual Desktop
9 4 (0.24%) XenApp
9 4 (0.24%) XenServer
10 2 (0.12%) Apache ZooKeeper
10 2 (0.12%) KVM
Systems Management
1 18 (1.10%) Ansible
1 18 (1.10%) Puppet
2 17 (1.03%) SCCM
3 15 (0.91%) SCOM
4 14 (0.85%) HP Quality Center
5 13 (0.79%) Oozie
6 7 (0.43%) Opscode Chef
6 7 (0.43%) Systems Management Server (SMS)
7 6 (0.37%) Backup Exec
7 6 (0.37%) Grafana
7 6 (0.37%) Icinga
8 4 (0.24%) HP SIM
8 4 (0.24%) Jamf Pro
8 4 (0.24%) Kubernetes
8 4 (0.24%) McAfee ePO
8 4 (0.24%) Microsoft Clustering
8 4 (0.24%) OpenView
8 4 (0.24%) vCenter Server
9 3 (0.18%) Docker Swarm
10 2 (0.12%) Hadoop YARN
Vendors
1 282 (17.16%) Microsoft
2 209 (12.72%) Oracle
3 165 (10.04%) Tableau
4 118 (7.18%) SAP
5 116 (7.06%) Salesforce.com
6 76 (4.63%) Informatica
7 47 (2.86%) Talend
8 41 (2.50%) Google
9 40 (2.43%) Alteryx
10 38 (2.31%) Charles River
10 38 (2.31%) IBM
10 38 (2.31%) VMware
11 37 (2.25%) Adobe
12 32 (1.95%) Cloudera
12 32 (1.95%) Teradata
13 28 (1.70%) Ab Initio
13 28 (1.70%) Cisco
14 27 (1.64%) MicroStrategy
14 27 (1.64%) Sybase
15 26 (1.58%) HP