Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Management
Central London > City of London
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 132 126 104
Rank change year-on-year -6 -22 +75
Permanent jobs citing Data Management 241 265 469
As % of all permanent IT jobs advertised in the City of London 2.36% 2.30% 2.74%
As % of the Processes & Methodologies category 2.62% 2.57% 3.07%
Number of salaries quoted 217 229 409
City of London median annual salary £55,000 £60,000 £62,500
Median salary % change year-on-year -8.33% -4.00% +11.61%
10th Percentile £41,250 £32,500 £37,500
90th Percentile £85,650 £82,750 £95,000
Central London median annual salary £55,000 £60,000 £62,500
% change year-on-year -8.33% -4.00% +7.76%

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 the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 9200 10313 15272
As % of all permanent IT jobs advertised in the City of London 90.13% 89.43% 89.11%
Number of salaries quoted 8307 9399 13239
City of London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £36,250 £35,000 £33,750
90th Percentile £93,950 £90,000 £87,500
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

Data Management
Job Vacancy Trend in the City of London

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

Job vacancy trend for Data Management in the City of London

Data Management
Salary Trend in the City of London

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

Salary trend for Data Management in the City of London

Data Management
Salary Histogram in the City of London

The salary distribution of IT jobs citing Data Management in the City of London over the 6 months to 20 November 2017.

Salary histogram for Data Management in the City of London

For the 6 months to 20 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 City of London region with a requirement for Data Management.

1 143 (59.34%) Finance
2 107 (44.40%) SQL
3 93 (38.59%) SQL Server
4 83 (34.44%) Microsoft
5 71 (29.46%) Data Quality
6 69 (28.63%) Data Modelling
7 66 (27.39%) ETL
8 63 (26.14%) SQL Server Reporting Services
9 60 (24.90%) SQL Server Integration Services
10 59 (24.48%) Analytics
11 55 (22.82%) Business Intelligence
12 47 (19.50%) Data Governance
13 43 (17.84%) Degree
13 43 (17.84%) Project Management
14 42 (17.43%) Agile Software Development
14 42 (17.43%) Master Data Management
15 39 (16.18%) Management Information System
16 37 (15.35%) ITIL
17 35 (14.52%) Data Warehouse
17 35 (14.52%) SDLC
18 34 (14.11%) Quality Management
19 32 (13.28%) Analytical Skills
20 31 (12.86%) Microsoft Excel
21 30 (12.45%) Data Structures
21 30 (12.45%) Physical Data Model
21 30 (12.45%) SQL Server 2012
21 30 (12.45%) Data Architecture
22 29 (12.03%) T-SQL
22 29 (12.03%) Microsoft Certification
23 28 (11.62%) Investment Management

Data Management
Co-occurring IT Skills in the City of 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 5 (2.07%) SharePoint
2 4 (1.66%) Apache Spark
2 4 (1.66%) SAS
2 4 (1.66%) SharePoint 2010
2 4 (1.66%) SharePoint 2013
3 3 (1.24%) IIS
3 3 (1.24%) WebSphere
4 2 (0.83%) Apache Geronimo
4 2 (0.83%) Apache Pig
4 2 (0.83%) CMS
4 2 (0.83%) JBoss
4 2 (0.83%) Tomcat
4 2 (0.83%) WebLogic
4 2 (0.83%) WildFly
5 1 (0.41%) Apache
5 1 (0.41%) Apache Solr
5 1 (0.41%) MS Exchange
5 1 (0.41%) Oracle Workflow
Applications
1 31 (12.86%) Microsoft Excel
2 17 (7.05%) MS Visio
3 9 (3.73%) Microsoft PowerPoint
4 8 (3.32%) Microsoft Office
5 6 (2.49%) Spreadsheet
6 3 (1.24%) Microsoft Project
7 1 (0.41%) SPSS
Business Applications
1 9 (3.73%) Markit EDM
2 4 (1.66%) SAP MDG
3 3 (1.24%) Dynamics AX
3 3 (1.24%) thinkFolio
4 2 (0.83%) Bloomberg AIM
4 2 (0.83%) Dynamics CRM
Cloud Services
1 7 (2.90%) Microsoft Azure
2 6 (2.49%) Office 365
3 5 (2.07%) SaaS
3 5 (2.07%) Salesforce Sales Cloud
4 2 (0.83%) Amazon AWS
4 2 (0.83%) Cloud Computing
4 2 (0.83%) IaaS
5 1 (0.41%) Azure Machine Learning
5 1 (0.41%) Force.com
5 1 (0.41%) Salesforce Service Cloud
Communications & Networking
1 2 (0.83%) Cisco IOS
1 2 (0.83%) DKIM
1 2 (0.83%) DMARC
1 2 (0.83%) Firewall
1 2 (0.83%) Network Security
1 2 (0.83%) TCP/IP
2 1 (0.41%) HTTP
2 1 (0.41%) Unified Communications
2 1 (0.41%) VPN
Database & Business Intelligence
1 93 (38.59%) SQL Server
2 63 (26.14%) SQL Server Reporting Services
3 60 (24.90%) SQL Server Integration Services
4 35 (14.52%) Data Warehouse
5 30 (12.45%) SQL Server 2012
6 27 (11.20%) SQL Server 2014
7 23 (9.54%) SQL Server 2008
8 20 (8.30%) Big Data
9 12 (4.98%) Power BI
9 12 (4.98%) QlikView
10 11 (4.56%) NoSQL
10 11 (4.56%) SQL Server Analysis Services
11 10 (4.15%) Hadoop
12 7 (2.90%) Relational Database
13 6 (2.49%) RDBMS
14 4 (1.66%) MongoDB
14 4 (1.66%) Spotfire
15 3 (1.24%) Data Lake
16 2 (0.83%) Apache Cassandra
16 2 (0.83%) Oracle Database 11g
Development Applications
1 9 (3.73%) Team Foundation Server
2 8 (3.32%) Visual Studio
3 6 (2.49%) SQL Server Management Studio (SSMS)
4 5 (2.07%) RStudio
4 5 (2.07%) Subversion
5 4 (1.66%) JIRA
6 3 (1.24%) Jenkins
7 2 (0.83%) Metasploit
7 2 (0.83%) Selenium
8 1 (0.41%) Ant
8 1 (0.41%) Bugzilla
8 1 (0.41%) Cucumber
8 1 (0.41%) Eclipse
8 1 (0.41%) Git (software)
8 1 (0.41%) Gradle
8 1 (0.41%) JMeter
8 1 (0.41%) Maven
8 1 (0.41%) NetBeans
8 1 (0.41%) WebDriver
General
1 143 (59.34%) Finance
2 24 (9.96%) Legal
3 13 (5.39%) Retail
4 11 (4.56%) Banking
4 11 (4.56%) Law
5 9 (3.73%) Advertising
5 9 (3.73%) Back Office
6 7 (2.90%) Investment Banking
7 6 (2.49%) Front Office
8 4 (1.66%) Financial Institution
8 4 (1.66%) German Language
9 1 (0.41%) Marketing
9 1 (0.41%) Pharmaceutical
Job Titles
1 84 (34.85%) Analyst
2 32 (13.28%) Architect
2 32 (13.28%) Data Analyst
3 28 (11.62%) Business Analyst
4 24 (9.96%) DBA
5 23 (9.54%) SQL DBA
6 22 (9.13%) Developer
7 21 (8.71%) Data Manager
8 20 (8.30%) Financial Analyst
9 19 (7.88%) Administrator
10 18 (7.47%) SQL Server DBA
10 18 (7.47%) Systems Analyst
11 15 (6.22%) Data Architect
12 13 (5.39%) Report Analyst
13 12 (4.98%) Finance Systems Analyst
13 12 (4.98%) SQL Analyst
13 12 (4.98%) Technical Architect
14 11 (4.56%) Consultant
15 10 (4.15%) Data Business Analyst
16 9 (3.73%) Data Consultant
Libraries, Frameworks & Software Standards
1 11 (4.56%) .NET
2 8 (3.32%) Web Services
3 5 (2.07%) CSS
3 5 (2.07%) HTML
3 5 (2.07%) Middleware
3 5 (2.07%) RESTful
3 5 (2.07%) Spring
3 5 (2.07%) XML
4 4 (1.66%) AngularJS
4 4 (1.66%) ASP.NET
4 4 (1.66%) jQuery
5 3 (1.24%) Angular 2
5 3 (1.24%) JSON
5 3 (1.24%) Regular Expression
5 3 (1.24%) Visualforce
6 2 (0.83%) Elastic Stack
6 2 (0.83%) Kafka
6 2 (0.83%) Mason
6 2 (0.83%) Oracle Fusion
6 2 (0.83%) Velocity
Miscellaneous
1 39 (16.18%) Management Information System
2 32 (13.28%) Analytical Skills
3 30 (12.45%) Data Structures
4 13 (5.39%) Reference Data
5 12 (4.98%) Fintech
6 11 (4.56%) Computer Science
7 9 (3.73%) Hedge funds
8 4 (1.66%) Clustering
8 4 (1.66%) Enterprise Software
8 4 (1.66%) PKI
9 3 (1.24%) Derivative
9 3 (1.24%) Equities
9 3 (1.24%) Fixed Income
9 3 (1.24%) OTC Derivatives
9 3 (1.24%) Replication
10 2 (0.83%) Algorithms
10 2 (0.83%) BYOD
10 2 (0.83%) Client/Server
10 2 (0.83%) Mobile App
10 2 (0.83%) Taxonomies
Operating Systems
1 5 (2.07%) Linux
1 5 (2.07%) Unix
2 4 (1.66%) Windows
3 2 (0.83%) Windows Server
Processes & Methodologies
1 69 (28.63%) Data Modelling
2 66 (27.39%) ETL
3 59 (24.48%) Analytics
4 55 (22.82%) Business Intelligence
5 47 (19.50%) Data Governance
6 43 (17.84%) Project Management
7 42 (17.43%) Agile Software Development
7 42 (17.43%) Master Data Management
8 37 (15.35%) ITIL
9 35 (14.52%) SDLC
10 34 (14.11%) Quality Management
11 30 (12.45%) Data Architecture
11 30 (12.45%) Physical Data Model
12 28 (11.62%) Investment Management
13 27 (11.20%) Visualisation
14 26 (10.79%) High Availability
15 24 (9.96%) Asset Management
15 24 (9.96%) Validation
16 23 (9.54%) Data Lineage
17 21 (8.71%) Business Analysis
Programming Languages
1 107 (44.40%) SQL
2 29 (12.03%) T-SQL
3 19 (7.88%) Java
4 9 (3.73%) C
4 9 (3.73%) VBA
5 8 (3.32%) Apex Code
6 7 (2.90%) C#
6 7 (2.90%) PowerShell
6 7 (2.90%) R
7 6 (2.49%) JavaScript
7 6 (2.49%) Python
7 6 (2.49%) VB
8 2 (0.83%) C++
8 2 (0.83%) Data Analysis Expressions (DAX)
8 2 (0.83%) Scala
9 1 (0.41%) Bash Shell
9 1 (0.41%) Groovy
9 1 (0.41%) SOQL
9 1 (0.41%) SOSL
9 1 (0.41%) XPath
Qualifications
1 43 (17.84%) Degree
2 29 (12.03%) Microsoft Certification
3 18 (7.47%) MCITP
4 3 (1.24%) Computer Science Degree
5 2 (0.83%) MCSE
5 2 (0.83%) MCTS
6 1 (0.41%) Master's Degree
6 1 (0.41%) PhD
6 1 (0.41%) PRINCE2 Certification
6 1 (0.41%) SC Cleared
6 1 (0.41%) Security Cleared
Quality Assurance & Compliance
1 71 (29.46%) Data Quality
2 16 (6.64%) QA
3 15 (6.22%) GDPR
4 9 (3.73%) PMO
5 4 (1.66%) MiFID
6 3 (1.24%) SLA
7 1 (0.41%) IFRS
7 1 (0.41%) IFRS 9
7 1 (0.41%) ISO/IEC 27001
System Software
1 9 (3.73%) Active Directory
2 5 (2.07%) HDFS
3 3 (1.24%) VMware Infrastructure
4 2 (0.83%) Hyper-V
4 2 (0.83%) KVM
5 1 (0.41%) XenApp
5 1 (0.41%) XenDesktop
Systems Management
1 9 (3.73%) HP Quality Center
2 4 (1.66%) McAfee ePO
3 3 (1.24%) SCCM
4 2 (0.83%) Nessus
4 2 (0.83%) Network Intrusion Detection System
4 2 (0.83%) OpenVAS
4 2 (0.83%) QRadar
4 2 (0.83%) SCOM
5 1 (0.41%) Backup Exec
Vendors
1 83 (34.44%) Microsoft
2 19 (7.88%) Oracle
3 14 (5.81%) Salesforce.com
3 14 (5.81%) Tableau
4 11 (4.56%) Charles River
4 11 (4.56%) Sybase
5 9 (3.73%) HP
5 9 (3.73%) SAP
6 7 (2.90%) Siebel
7 5 (2.07%) GoldenSource
8 4 (1.66%) McAfee
9 3 (1.24%) IBM
9 3 (1.24%) Informatica
9 3 (1.24%) Splunk
9 3 (1.24%) VMware
10 2 (0.83%) Bloomberg
10 2 (0.83%) Cisco
10 2 (0.83%) Qualys
10 2 (0.83%) Rapid7
10 2 (0.83%) Tripwire