Period
to 25 September 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 25 September 2018 with a comparison to the same period in the previous 2 years.

Data Management
England > London
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 204 217 222
Rank change year-on-year +13 +5 -21
Permanent jobs citing Data Management 1,217 1,273 1,187
As % of all permanent IT jobs advertised in London 1.77% 1.70% 1.53%
As % of the Processes & Methodologies category 1.93% 1.83% 1.66%
Number of salaries quoted 923 912 1,001
London median annual salary £60,000 £60,000 £60,000
10th Percentile £40,200 £36,250 £35,000
90th Percentile £93,750 £95,000 £92,500
England median annual salary £55,000 £52,500 £53,250
% change year-on-year +4.76% -1.41% +1.91%

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 63,140 69,491 71,712
As % of all permanent IT jobs advertised in London 91.73% 92.78% 92.16%
Number of salaries quoted 50,561 53,186 62,078
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £35,000 £35,000 £33,560
90th Percentile £95,000 £90,000 £87,500
England median annual salary £50,500 £50,000 £50,000
% change year-on-year +1.00% - +5.26%

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 25 September 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 25 September 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 +6 264 £67,500 +22.73% 50
West London +74 93 £55,000 +22.22% 23
South London +27 29 £47,500 +11.76% 5
East London -13 9 £57,500 -8.00% 5
North London +5 1 £45,000 +30.91% 2
Data Management
England

For the 6 months to 25 September 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.

1 497 (40.84%) Finance
2 487 (40.02%) SQL
3 385 (31.64%) Analytics
4 332 (27.28%) Business Intelligence
5 310 (25.47%) Agile Software Development
6 301 (24.73%) SQL Server
7 281 (23.09%) Data Warehouse
8 246 (20.21%) Degree
9 245 (20.13%) Data Quality
10 244 (20.05%) Big Data
11 235 (19.31%) ETL
12 223 (18.32%) Microsoft
13 213 (17.50%) Data Modelling
14 199 (16.35%) Analytical Skills
15 198 (16.27%) Data Governance
16 182 (14.95%) Java
17 179 (14.71%) Oracle
18 176 (14.46%) Banking
19 162 (13.31%) Project Management
19 162 (13.31%) Problem-Solving
20 161 (13.23%) SQL Server Integration Services
21 158 (12.98%) .NET
22 151 (12.41%) Python
23 148 (12.16%) Data Integration
24 128 (10.52%) SQL Server Reporting Services
25 127 (10.44%) Data Analysis
26 126 (10.35%) Migration
27 125 (10.27%) Microsoft Excel
28 123 (10.11%) HTML
28 123 (10.11%) Power BI

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 86 (7.07%) SAS
2 48 (3.94%) Apache
3 41 (3.37%) IIS
4 39 (3.20%) Apache Spark
5 36 (2.96%) SharePoint
6 27 (2.22%) Tomcat
7 17 (1.40%) CMS
8 14 (1.15%) MS Exchange
9 13 (1.07%) Apache Solr
9 13 (1.07%) Exchange Server 2010
10 11 (0.90%) Apache Pig
10 11 (0.90%) Marvel
10 11 (0.90%) WordPress
11 10 (0.82%) Exchange Server 2013
12 9 (0.74%) SugarCRM
13 7 (0.58%) nginx
14 4 (0.33%) ArcGIS
14 4 (0.33%) Confluence
14 4 (0.33%) Gentran
14 4 (0.33%) OpenStack
Applications
1 125 (10.27%) Microsoft Excel
2 67 (5.51%) Microsoft Office
3 28 (2.30%) Microsoft PowerPoint
4 26 (2.14%) MS Visio
5 11 (0.90%) Adobe Creative Suite
5 11 (0.90%) InVision
5 11 (0.90%) Microsoft Project
5 11 (0.90%) SPSS
6 7 (0.58%) Spreadsheet
7 2 (0.16%) AutoCAD
7 2 (0.16%) Gephi
8 1 (0.082%) Adobe Illustrator
8 1 (0.082%) EViews
8 1 (0.082%) MicroStation
8 1 (0.082%) Photoshop
8 1 (0.082%) ProjectWise
8 1 (0.082%) Revit
8 1 (0.082%) SketchUp
8 1 (0.082%) SPSS Modeler
Business Applications
1 20 (1.64%) Markit EDM
2 16 (1.31%) Dynamics CRM
2 16 (1.31%) SAP Forecasting and Replenishment
2 16 (1.31%) SAP Retail
2 16 (1.31%) thinkFolio
3 13 (1.07%) Actimize
3 13 (1.07%) Salesforce.com CRM
4 12 (0.99%) SAP CAR
4 12 (0.99%) SAP POS DM
5 7 (0.58%) SAP MDG
6 6 (0.49%) Eloqua
6 6 (0.49%) LatentZero
7 5 (0.41%) SAP ERP
8 4 (0.33%) Dynamics NAV
8 4 (0.33%) Oracle Receivables
8 4 (0.33%) SAP CRM
8 4 (0.33%) SAP IS-U
9 3 (0.25%) DocuMatrix
9 3 (0.25%) Relativity
9 3 (0.25%) SAP Hybris
Cloud Services
1 97 (7.97%) Microsoft Azure
2 86 (7.07%) Amazon AWS
3 30 (2.47%) Office 365
4 22 (1.81%) SaaS
5 19 (1.56%) Cloud Computing
6 18 (1.48%) Google Cloud Platform
7 11 (0.90%) Azure Data Factory
8 10 (0.82%) Amazon EC2
8 10 (0.82%) AWS Lambda
9 8 (0.66%) Cortana Intelligence Suite
9 8 (0.66%) Serverless
10 7 (0.58%) Dynamics 365
10 7 (0.58%) Google Analytics
11 6 (0.49%) npm
12 5 (0.41%) Slack
13 4 (0.33%) G Suite
14 3 (0.25%) Adobe Creative Cloud
14 3 (0.25%) Amazon SQS
14 3 (0.25%) Boomi
14 3 (0.25%) GitHub
Communications & Networking
1 20 (1.64%) TCP/IP
2 18 (1.48%) DNS
3 17 (1.40%) Firewall
4 16 (1.31%) Internet
5 9 (0.74%) VLAN
6 7 (0.58%) DHCP
6 7 (0.58%) LAN
7 6 (0.49%) HTTP
7 6 (0.49%) Network Security
7 6 (0.49%) SAN
8 5 (0.41%) VoIP
9 4 (0.33%) Cisco IOS
9 4 (0.33%) DKIM
9 4 (0.33%) DMARC
9 4 (0.33%) FTP
9 4 (0.33%) iSCSI
9 4 (0.33%) SNMP
9 4 (0.33%) VPN
9 4 (0.33%) WAN
9 4 (0.33%) Wireless
Database & Business Intelligence
1 301 (24.73%) SQL Server
2 281 (23.09%) Data Warehouse
3 244 (20.05%) Big Data
4 161 (13.23%) SQL Server Integration Services
5 128 (10.52%) SQL Server Reporting Services
6 123 (10.11%) Power BI
7 103 (8.46%) SQL Server Analysis Services
8 73 (6.00%) Hadoop
9 72 (5.92%) Relational Database
10 64 (5.26%) MySQL
10 64 (5.26%) NoSQL
11 47 (3.86%) Data Mining
12 43 (3.53%) Data Lake
13 38 (3.12%) QlikView
14 37 (3.04%) Apache Hive
15 35 (2.88%) MongoDB
16 33 (2.71%) PostgreSQL
17 31 (2.55%) RDBMS
18 30 (2.47%) Microsoft Analysis Services
19 29 (2.38%) Base SAS
Development Applications
1 50 (4.11%) Team Foundation Server
2 41 (3.37%) Jenkins
2 41 (3.37%) SQL Server Management Studio (SSMS)
3 33 (2.71%) Git (software)
4 27 (2.22%) JIRA
5 24 (1.97%) Subversion
6 20 (1.64%) Visual Studio
7 14 (1.15%) ERwin
8 13 (1.07%) JUnit
9 9 (0.74%) Vagrant
10 7 (0.58%) RStudio
10 7 (0.58%) Selenium
11 6 (0.49%) Atlassian Bamboo
11 6 (0.49%) Bitbucket
11 6 (0.49%) Maven
11 6 (0.49%) TeamCity
11 6 (0.49%) Visual Studio Team System
11 6 (0.49%) webpack
12 5 (0.41%) Hudson
12 5 (0.41%) LoadRunner
General
1 497 (40.84%) Finance
2 176 (14.46%) Banking
3 118 (9.70%) Marketing
4 99 (8.13%) Retail
5 59 (4.85%) Financial Institution
6 57 (4.68%) Investment Banking
7 39 (3.20%) Front Office
8 37 (3.04%) Telecoms
9 35 (2.88%) Legal
10 33 (2.71%) Advertising
11 17 (1.40%) Pharmaceutical
12 15 (1.23%) Automotive
12 15 (1.23%) Back Office
13 13 (1.07%) Law
14 11 (0.90%) Billing
15 9 (0.74%) Japanese Language
15 9 (0.74%) Publishing
16 8 (0.66%) Russian Language
17 7 (0.58%) General Ledger
18 6 (0.49%) Spanish Language
Job Titles
1 278 (22.84%) Developer
2 216 (17.75%) Analyst
3 130 (10.68%) Consultant
4 104 (8.55%) Architect
5 98 (8.05%) SQL Developer
6 93 (7.64%) Business Intelligence Developer
7 90 (7.40%) Data Analyst
8 70 (5.75%) Data Engineer
9 68 (5.59%) Data Manager
10 59 (4.85%) SQL Server Developer
11 54 (4.44%) SQL BI Developer
12 53 (4.35%) Data Architect
12 53 (4.35%) SSAS Developer
12 53 (4.35%) SSIS Developer
13 48 (3.94%) SSRS Developer
14 46 (3.78%) Business Analyst
15 44 (3.62%) Microsoft Developer
16 43 (3.53%) Microsoft BI Developer
16 43 (3.53%) SQL Server BI Developer
17 41 (3.37%) Java Developer
Libraries, Frameworks & Software Standards
1 158 (12.98%) .NET
2 123 (10.11%) HTML
3 114 (9.37%) Web Services
4 81 (6.66%) XML
5 73 (6.00%) CSS
6 67 (5.51%) .NET Framework
7 62 (5.09%) Entity Framework
8 51 (4.19%) AngularJS
9 44 (3.62%) jQuery
9 44 (3.62%) Spring
10 34 (2.79%) HTML5
11 30 (2.47%) React
12 29 (2.38%) JSP
13 25 (2.05%) ASP.NET
14 20 (1.64%) Kafka
15 19 (1.56%) J2EE
15 19 (1.56%) REST
16 17 (1.40%) ASP.NET MVC
16 17 (1.40%) Mason
16 17 (1.40%) WCF
Miscellaneous
1 199 (16.35%) Analytical Skills
2 110 (9.04%) Management Information System
3 87 (7.15%) Data Structures
4 83 (6.82%) Computer Science
5 55 (4.52%) Algorithms
6 43 (3.53%) Greenfield Project
6 43 (3.53%) Hedge funds
7 40 (3.29%) Self-Motivation
8 37 (3.04%) Fintech
9 35 (2.88%) Credit Risk
9 35 (2.88%) Equities
9 35 (2.88%) Market Risk
9 35 (2.88%) User Experience
10 33 (2.71%) Derivative
10 33 (2.71%) Reference Data
11 32 (2.63%) Life Science
12 29 (2.38%) Cyberthreat
13 24 (1.97%) Enterprise Software
14 21 (1.73%) Fixed Income
15 17 (1.40%) Data Centre
Operating Systems
1 101 (8.30%) Windows
2 67 (5.51%) Unix
3 63 (5.18%) Linux
4 32 (2.63%) Solaris
5 31 (2.55%) AIX
5 31 (2.55%) HPUX
6 17 (1.40%) Windows Server
7 14 (1.15%) Ubuntu
8 9 (0.74%) Apple iOS
8 9 (0.74%) CentOS
9 8 (0.66%) Windows Server 2008
10 7 (0.58%) Windows Server 2012
11 6 (0.49%) Windows 10
11 6 (0.49%) Windows 7
12 5 (0.41%) Mac OS X
13 4 (0.33%) Oracle Linux
14 3 (0.25%) Android
14 3 (0.25%) SUSE
15 1 (0.082%) Data ONTAP
15 1 (0.082%) VMS
Processes & Methodologies
1 385 (31.64%) Analytics
2 332 (27.28%) Business Intelligence
3 310 (25.47%) Agile Software Development
4 235 (19.31%) ETL
5 213 (17.50%) Data Modelling
6 198 (16.27%) Data Governance
7 162 (13.31%) Problem-Solving
7 162 (13.31%) Project Management
8 148 (12.16%) Data Integration
9 127 (10.44%) Data Analysis
10 126 (10.35%) Migration
11 122 (10.02%) Visualisation
12 121 (9.94%) Data Architecture
13 117 (9.61%) Stakeholder Management
14 116 (9.53%) Data Analytics
15 113 (9.29%) Investment Management
16 86 (7.07%) CRM
16 86 (7.07%) Machine Learning
17 79 (6.49%) Data Science
18 74 (6.08%) Risk Management
Programming Languages
1 487 (40.02%) SQL
2 182 (14.95%) Java
3 151 (12.41%) Python
4 118 (9.70%) JavaScript
5 95 (7.81%) C#
6 76 (6.24%) T-SQL
7 35 (2.88%) PowerShell
8 33 (2.71%) VBA
9 26 (2.14%) R
10 25 (2.05%) C
11 22 (1.81%) Perl
12 21 (1.73%) PL/SQL
13 20 (1.64%) Scala
13 20 (1.64%) VB
14 15 (1.23%) Bash Shell
15 14 (1.15%) PHP
16 13 (1.07%) Ruby
17 10 (0.82%) Data Analysis Expressions (DAX)
18 9 (0.74%) Erlang
18 9 (0.74%) Haskell
Qualifications
1 246 (20.21%) Degree
2 28 (2.30%) Computer Science Degree
3 22 (1.81%) Master's Degree
3 22 (1.81%) Security Cleared
4 20 (1.64%) PMI Certification
5 19 (1.56%) Microsoft Certification
6 18 (1.48%) PMP
7 14 (1.15%) MCSA
8 12 (0.99%) MBA
9 11 (0.90%) PRINCE2 Certification
10 10 (0.82%) Numerate Degree
11 9 (0.74%) DV Cleared
11 9 (0.74%) MCSE
12 7 (0.58%) CISA
13 6 (0.49%) ACCA
13 6 (0.49%) CISM
13 6 (0.49%) CISSP
14 4 (0.33%) CIPD
14 4 (0.33%) ISEB
14 4 (0.33%) ISTQB
Quality Assurance & Compliance
1 245 (20.13%) Data Quality
2 57 (4.68%) GDPR
3 56 (4.60%) QA
4 14 (1.15%) Solvency II
5 9 (0.74%) Dodd-Frank
5 9 (0.74%) IFRS
5 9 (0.74%) MiFID
5 9 (0.74%) SLA
6 6 (0.49%) FATCA
6 6 (0.49%) IFRS 9
7 5 (0.41%) COBIT
7 5 (0.41%) PCI DSS
8 4 (0.33%) GxP
8 4 (0.33%) PMO
9 3 (0.25%) Government Security Classifications
9 3 (0.25%) ISO/IEC 27001
9 3 (0.25%) Sarbanes-Oxley
10 2 (0.16%) Cyber Essentials
11 1 (0.082%) Actionable Recommendations
11 1 (0.082%) UCITS
System Software
1 36 (2.96%) Active Directory
2 24 (1.97%) VMware Infrastructure
3 14 (1.15%) Docker
3 14 (1.15%) Virtual Machines
4 9 (0.74%) HDFS
5 8 (0.66%) Hyper-V
6 6 (0.49%) Apache Flume
6 6 (0.49%) Virtual Servers
7 5 (0.41%) Apache ZooKeeper
7 5 (0.41%) Microsoft App-V
8 4 (0.33%) KVM
8 4 (0.33%) Terminal Services
9 3 (0.25%) Oracle RAC
9 3 (0.25%) VMware Server
9 3 (0.25%) XenApp
10 2 (0.16%) Ceph
Systems Management
1 18 (1.48%) Opscode Chef
1 18 (1.48%) Puppet
2 17 (1.40%) Ansible
3 13 (1.07%) Terraform
4 9 (0.74%) Salt
5 6 (0.49%) Kubernetes
5 6 (0.49%) Oozie
6 5 (0.41%) AirWatch
6 5 (0.41%) HP Quality Center
6 5 (0.41%) SCCM
6 5 (0.41%) SCOM
7 4 (0.33%) Nessus
7 4 (0.33%) Network Intrusion Detection System
7 4 (0.33%) OpenVAS
7 4 (0.33%) QRadar
8 3 (0.25%) Jamf Pro
8 3 (0.25%) Single Sign-On
9 2 (0.16%) MOM
9 2 (0.16%) Nagios
9 2 (0.16%) ZABBIX
Vendors
1 223 (18.32%) Microsoft
2 179 (14.71%) Oracle
3 112 (9.20%) Tableau
4 66 (5.42%) Salesforce.com
5 62 (5.09%) SAP
6 50 (4.11%) Talend
7 37 (3.04%) Informatica
8 35 (2.88%) Adobe
9 31 (2.55%) Google
9 31 (2.55%) VMware
10 27 (2.22%) Alteryx
10 27 (2.22%) MicroStrategy
11 23 (1.89%) IBM
12 22 (1.81%) Charles River
13 18 (1.48%) ServiceNow
14 17 (1.40%) Cloudera
14 17 (1.40%) Cognizant
14 17 (1.40%) Red Hat
15 16 (1.31%) Ab Initio
15 16 (1.31%) CA