Period
to 22 February 2018

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 22 February 2018 with a comparison to the same period in the previous 2 years.

Data Management
England > London
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 153 178 157
Rank change year-on-year +25 -21 +35
Permanent jobs citing Data Management 1,580 1,357 1,896
As % of all permanent IT jobs advertised in London 2.25% 1.94% 2.22%
As % of the Processes & Methodologies category 2.47% 2.14% 2.47%
Number of salaries quoted 1,237 1,186 1,603
London median annual salary £60,000 £60,000 £60,000
10th Percentile £40,000 £36,250 £36,750
90th Percentile £95,000 £90,000 £90,000
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 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 64,066 63,275 76,699
As % of all permanent IT jobs advertised in London 91.38% 90.50% 89.75%
Number of salaries quoted 52,514 53,553 65,035
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -
10th Percentile £36,250 £33,750 £33,750
90th Percentile £92,500 £90,000 £87,150
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 22 February 2018.

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 22 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
Central London +10 346 £57,500 +6.51% 49
West London +62 73 £50,000 -11.11% 25
North London +9 13 £55,000 -8.33% 2
East London -19 10 £53,750 +43.33% 5
South London -27 9 £37,000 -1.33% 3
Data Management
England

For the 6 months to 22 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 London region with a requirement for Data Management.

1 671 (42.47%) Finance
2 575 (36.39%) SQL
3 464 (29.37%) Analytics
4 428 (27.09%) Business Intelligence
5 376 (23.80%) Data Quality
6 359 (22.72%) SQL Server
7 325 (20.57%) Data Governance
8 316 (20.00%) Agile Software Development
9 305 (19.30%) ETL
10 303 (19.18%) Data Modelling
11 300 (18.99%) Data Warehouse
12 289 (18.29%) Degree
13 268 (16.96%) Microsoft
14 243 (15.38%) Master Data Management
15 228 (14.43%) Data Analysis
16 218 (13.80%) Big Data
17 214 (13.54%) Analytical Skills
18 191 (12.09%) Tableau
19 189 (11.96%) Data Architecture
20 185 (11.71%) Visualisation
21 184 (11.65%) Oracle
21 184 (11.65%) Banking
22 174 (11.01%) Project Management
23 160 (10.13%) Power BI
24 157 (9.94%) Data Integration
25 153 (9.68%) Stakeholder Management
26 149 (9.43%) Management Information System
26 149 (9.43%) SQL Server Reporting Services
27 147 (9.30%) Python
28 146 (9.24%) CRM

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 75 (4.75%) Apache Spark
2 52 (3.29%) SharePoint
3 50 (3.16%) SAS
4 32 (2.03%) Apache
5 15 (0.95%) SharePoint 2013
6 9 (0.57%) Tomcat
7 8 (0.51%) Adobe Experience Manager
7 8 (0.51%) Anypoint
7 8 (0.51%) Apache Pig
7 8 (0.51%) Confluence
8 7 (0.44%) Apache Solr
8 7 (0.44%) Elasticsearch
8 7 (0.44%) IIS
8 7 (0.44%) MS Exchange
8 7 (0.44%) OpenStack
9 6 (0.38%) WebSphere
10 5 (0.32%) Apache Airflow
10 5 (0.32%) Luigi
11 4 (0.25%) Gentran
11 4 (0.25%) SharePoint 2010
Applications
1 123 (7.78%) Microsoft Excel
2 61 (3.86%) MS Visio
3 54 (3.42%) Microsoft Office
4 32 (2.03%) Microsoft PowerPoint
5 22 (1.39%) SPSS
6 15 (0.95%) Spreadsheet
7 12 (0.76%) Photoshop
8 6 (0.38%) Microsoft Project
9 3 (0.19%) AutoCAD
10 1 (0.063%) Acrobat
10 1 (0.063%) Adobe Illustrator
10 1 (0.063%) Adobe Premiere
10 1 (0.063%) InDesign
Business Applications
1 32 (2.03%) Dynamics CRM
2 22 (1.39%) Markit EDM
3 21 (1.33%) Eloqua
4 19 (1.20%) WebTrends
5 13 (0.82%) Actimize
5 13 (0.82%) SAP MDG
6 12 (0.76%) SAP PM
7 11 (0.70%) Elite 3E
7 11 (0.70%) HFM
7 11 (0.70%) Salesforce.com CRM
8 10 (0.63%) thinkFolio
9 9 (0.57%) SAP CAR
9 9 (0.57%) SAP POS DM
9 9 (0.57%) SAP Retail
10 8 (0.51%) SAP Forecasting and Replenishment
11 7 (0.44%) Eagle PACE
11 7 (0.44%) Raiser's Edge
11 7 (0.44%) SAP MDM
12 6 (0.38%) SAP MM
12 6 (0.38%) SAP SRM
Cloud Services
1 104 (6.58%) Amazon AWS
2 62 (3.92%) Microsoft Azure
3 50 (3.16%) SaaS
4 48 (3.04%) Google Cloud Platform
5 30 (1.90%) Adobe Analytics
6 29 (1.84%) GitHub
7 26 (1.65%) Cloud Computing
8 23 (1.46%) Google Analytics
9 20 (1.27%) Office 365
9 20 (1.27%) Salesforce Service Cloud
10 19 (1.20%) Force.com
11 15 (0.95%) IaaS
12 12 (0.76%) Amazon Kinesis
13 7 (0.44%) AWS Lambda
13 7 (0.44%) PaaS
13 7 (0.44%) Salesforce Sales Cloud
13 7 (0.44%) Serverless
14 6 (0.38%) Amazon S3
14 6 (0.38%) Google Compute Engine
15 5 (0.32%) BlueKai
Communications & Networking
1 22 (1.39%) Firewall
2 19 (1.20%) SMS
3 15 (0.95%) SAN
4 13 (0.82%) Wireless
5 11 (0.70%) TCP/IP
6 10 (0.63%) Ethernet
7 7 (0.44%) NAS
8 6 (0.38%) InfiniBand
8 6 (0.38%) iSCSI
9 5 (0.32%) Cisco IOS
9 5 (0.32%) DNS
9 5 (0.32%) Internet
9 5 (0.32%) Skype
10 4 (0.25%) Broadband
10 4 (0.25%) DHCP
11 3 (0.19%) Kerberos
11 3 (0.19%) LAN
11 3 (0.19%) VPN
11 3 (0.19%) WAN
12 2 (0.13%) 3G
Database & Business Intelligence
1 359 (22.72%) SQL Server
2 300 (18.99%) Data Warehouse
3 218 (13.80%) Big Data
4 160 (10.13%) Power BI
5 149 (9.43%) SQL Server Reporting Services
6 133 (8.42%) SQL Server Integration Services
7 84 (5.32%) Hadoop
8 70 (4.43%) Relational Database
9 63 (3.99%) SQL Server Analysis Services
10 57 (3.61%) BusinessObjects
11 54 (3.42%) NoSQL
11 54 (3.42%) QlikView
12 46 (2.91%) Data Mining
12 46 (2.91%) RDBMS
13 44 (2.78%) Data Lake
14 43 (2.72%) Oracle Database
15 37 (2.34%) MySQL
15 37 (2.34%) Star Schema
16 36 (2.28%) PostgreSQL
17 30 (1.90%) SQL Server 2008
Development Applications
1 47 (2.97%) Jenkins
2 32 (2.03%) JIRA
3 24 (1.52%) SQL Server Management Studio (SSMS)
4 18 (1.14%) TeamCity
4 18 (1.14%) Visual Studio
5 16 (1.01%) GitLab
6 14 (0.89%) ERwin
6 14 (0.89%) Git (software)
7 13 (0.82%) Octopus Deploy
7 13 (0.82%) Selenium
8 12 (0.76%) NuGet
9 11 (0.70%) Team Foundation Server
10 10 (0.63%) JMeter
11 8 (0.51%) Cucumber
11 8 (0.51%) WebDriver
12 6 (0.38%) Mercurial
13 4 (0.25%) CruiseControl
13 4 (0.25%) Hudson
13 4 (0.25%) Maven
13 4 (0.25%) Oracle APEX
General
1 671 (42.47%) Finance
2 184 (11.65%) Banking
3 145 (9.18%) Marketing
4 138 (8.73%) Retail
5 73 (4.62%) Legal
6 52 (3.29%) Telecoms
7 49 (3.10%) Investment Banking
8 46 (2.91%) Front Office
9 38 (2.41%) Publishing
10 36 (2.28%) Advertising
11 34 (2.15%) Law
12 31 (1.96%) Financial Institution
13 27 (1.71%) Retail Banking
14 21 (1.33%) Private Banking
15 18 (1.14%) Back Office
16 17 (1.08%) Games
17 12 (0.76%) Pharmaceutical
18 10 (0.63%) French Language
18 10 (0.63%) Manufacturing
19 9 (0.57%) German Language
Job Titles
1 387 (24.49%) Analyst
2 194 (12.28%) Architect
3 182 (11.52%) Consultant
4 158 (10.00%) Data Analyst
4 158 (10.00%) Developer
5 147 (9.30%) Data Architect
6 132 (8.35%) Business Analyst
7 91 (5.76%) Data Manager
8 81 (5.13%) Data Consultant
9 72 (4.56%) Data Business Analyst
10 61 (3.86%) Financial Analyst
11 41 (2.59%) DBA
11 41 (2.59%) Finance Business Analyst
12 40 (2.53%) Administrator
13 36 (2.28%) SAP Consultant
14 35 (2.22%) Banking Analyst
15 34 (2.15%) Senior Analyst
16 33 (2.09%) Business Intelligence Developer
16 33 (2.09%) Project Manager
16 33 (2.09%) SQL Analyst
Libraries, Frameworks & Software Standards
1 88 (5.57%) HTML
2 81 (5.13%) Web Services
3 77 (4.87%) .NET
4 73 (4.62%) CSS
5 50 (3.16%) XML
6 47 (2.97%) AngularJS
6 47 (2.97%) ASP.NET
7 36 (2.28%) SOAP
8 33 (2.09%) ASP.NET MVC
9 31 (1.96%) jQuery
10 28 (1.77%) J2EE
11 27 (1.71%) .NET Framework
12 26 (1.65%) Kafka
12 26 (1.65%) REST
13 24 (1.52%) HTML5
13 24 (1.52%) Visualforce
14 23 (1.46%) JSON
14 23 (1.46%) WCF
15 22 (1.39%) RESTful
16 21 (1.33%) Natural Language Processing
Miscellaneous
1 214 (13.54%) Analytical Skills
2 149 (9.43%) Management Information System
3 119 (7.53%) Computer Science
4 71 (4.49%) Reference Data
5 70 (4.43%) Data Structures
6 62 (3.92%) Enterprise Software
7 49 (3.10%) Fintech
8 47 (2.97%) User Experience
9 41 (2.59%) Greenfield Project
10 32 (2.03%) Equities
11 30 (1.90%) Life Science
12 28 (1.77%) Hedge funds
13 26 (1.65%) Marketing Technology
14 25 (1.58%) Algorithms
15 21 (1.33%) Data Centre
15 21 (1.33%) Derivative
16 19 (1.20%) Fixed Income
17 18 (1.14%) Clustering
18 13 (0.82%) N-Tier
19 12 (0.76%) Social Media
Operating Systems
1 103 (6.52%) Linux
2 65 (4.11%) Windows
3 43 (2.72%) Unix
4 22 (1.39%) Windows Server
5 16 (1.01%) Mac OS X
6 14 (0.89%) Solaris
7 13 (0.82%) Windows Server 2012
8 11 (0.70%) Data ONTAP
9 10 (0.63%) Windows Server 2008
10 7 (0.44%) Ubuntu
11 6 (0.38%) Windows 7
12 5 (0.32%) CentOS
12 5 (0.32%) Windows 10
13 4 (0.25%) Android
13 4 (0.25%) Oracle Linux
13 4 (0.25%) Red Hat Enterprise Linux
13 4 (0.25%) Windows Server 2003
14 2 (0.13%) AIX
14 2 (0.13%) HPUX
14 2 (0.13%) Mac OS
Processes & Methodologies
1 464 (29.37%) Analytics
2 428 (27.09%) Business Intelligence
3 325 (20.57%) Data Governance
4 316 (20.00%) Agile Software Development
5 305 (19.30%) ETL
6 303 (19.18%) Data Modelling
7 243 (15.38%) Master Data Management
8 228 (14.43%) Data Analysis
9 189 (11.96%) Data Architecture
10 185 (11.71%) Visualisation
11 174 (11.01%) Project Management
12 157 (9.94%) Data Integration
13 153 (9.68%) Stakeholder Management
14 146 (9.24%) CRM
15 145 (9.18%) Business Analysis
16 129 (8.16%) Data Analytics
17 119 (7.53%) Migration
18 112 (7.09%) Data Science
19 98 (6.20%) ITIL
20 94 (5.95%) Asset Management
Programming Languages
1 575 (36.39%) SQL
2 147 (9.30%) Python
3 143 (9.05%) Java
4 105 (6.65%) JavaScript
5 96 (6.08%) T-SQL
6 68 (4.30%) R
7 65 (4.11%) C#
8 55 (3.48%) Scala
9 48 (3.04%) VB
10 36 (2.28%) VBA
11 33 (2.09%) C
11 33 (2.09%) PowerShell
12 26 (1.65%) Apex Code
13 23 (1.46%) PL/SQL
14 18 (1.14%) C++
14 18 (1.14%) Data Analysis Expressions (DAX)
15 15 (0.95%) SOQL
16 14 (0.89%) Bash Shell
16 14 (0.89%) SOSL
17 11 (0.70%) Perl
Qualifications
1 289 (18.29%) Degree
2 53 (3.35%) Computer Science Degree
3 52 (3.29%) ISEB
4 33 (2.09%) Microsoft Certification
5 30 (1.90%) CISSP
6 23 (1.46%) PhD
7 18 (1.14%) CISM
8 16 (1.01%) MCITP
8 16 (1.01%) PMI Certification
8 16 (1.01%) PMP
9 13 (0.82%) Master's Degree
9 13 (0.82%) MBA
10 8 (0.51%) Security Cleared
11 7 (0.44%) CISA
11 7 (0.44%) ITIL Certification
12 4 (0.25%) CCNA
12 4 (0.25%) CCNP
12 4 (0.25%) Cisco Certification
12 4 (0.25%) MCTS
12 4 (0.25%) SC Cleared
Quality Assurance & Compliance
1 376 (23.80%) Data Quality
2 103 (6.52%) GDPR
3 75 (4.75%) QA
4 32 (2.03%) ISO/IEC 27001
5 20 (1.27%) Solvency II
6 19 (1.20%) PMO
7 18 (1.14%) SLA
8 13 (0.82%) Cyber Essentials
8 13 (0.82%) Cyber Essentials PLUS
9 10 (0.63%) FATCA
10 8 (0.51%) IFRS
10 8 (0.51%) IFRS 9
11 7 (0.44%) GCP
12 6 (0.38%) Dodd-Frank
12 6 (0.38%) MiFID
13 2 (0.13%) HL7
13 2 (0.13%) ISO 9001
13 2 (0.13%) PCI DSS
13 2 (0.13%) Sarbanes-Oxley
14 1 (0.063%) GxP
System Software
1 44 (2.78%) Active Directory
2 21 (1.33%) Docker
3 16 (1.01%) VMware Infrastructure
4 14 (0.89%) HDFS
5 10 (0.63%) Hyper-V
6 7 (0.44%) Apache Flume
7 6 (0.38%) Apache ZooKeeper
7 6 (0.38%) Ceph
7 6 (0.38%) GPFS
7 6 (0.38%) NFS
7 6 (0.38%) Slurm Workload Manager
8 4 (0.25%) Microsoft App-V
8 4 (0.25%) Terminal Server
8 4 (0.25%) Virtual Desktop
8 4 (0.25%) VMware ESXi
9 3 (0.19%) VMware Server
10 2 (0.13%) MapR-FS
11 1 (0.063%) KVM
11 1 (0.063%) Microsoft Virtual Server
11 1 (0.063%) Virtual Servers
Systems Management
1 14 (0.89%) Ansible
2 11 (0.70%) SCCM
3 10 (0.63%) Kubernetes
3 10 (0.63%) Single Sign-On
4 8 (0.51%) Docker Swarm
4 8 (0.51%) Systems Management Server (SMS)
5 7 (0.44%) NetBackup
5 7 (0.44%) Oozie
5 7 (0.44%) Puppet
6 6 (0.38%) Grafana
6 6 (0.38%) HP Quality Center
6 6 (0.38%) Icinga
6 6 (0.38%) Opscode Chef
6 6 (0.38%) SCOM
7 4 (0.25%) Data Guard
7 4 (0.25%) EMC NetWorker
7 4 (0.25%) Enterprise Manager Cloud Control
7 4 (0.25%) Jamf Pro
7 4 (0.25%) Oracle Enterprise Manager
7 4 (0.25%) Oracle RMAN
Vendors
1 268 (16.96%) Microsoft
2 191 (12.09%) Tableau
3 184 (11.65%) Oracle
4 121 (7.66%) Salesforce.com
5 100 (6.33%) SAP
6 85 (5.38%) Informatica
7 74 (4.68%) Google
8 69 (4.37%) Alteryx
9 65 (4.11%) Talend
10 45 (2.85%) Adobe
11 40 (2.53%) IBM
11 40 (2.53%) MicroStrategy
12 33 (2.09%) Ab Initio
13 32 (2.03%) Cisco
14 29 (1.84%) Cloudera
14 29 (1.84%) Teradata
15 24 (1.52%) Sybase
15 24 (1.52%) VMware
16 19 (1.20%) Charles River
17 18 (1.14%) Netezza