Period
to 21 February 2018

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

Data Management
Central London > City of London
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 121 121 94
Rank change year-on-year 0 -27 +63
Permanent jobs citing Data Management 273 265 443
As % of all permanent IT jobs advertised in the City of London 2.55% 2.53% 3.20%
As % of the Processes & Methodologies category 2.80% 2.82% 3.56%
Number of salaries quoted 251 245 404
City of London median annual salary £55,000 £55,000 £60,000
Median salary % change year-on-year - -8.33% +4.35%
10th Percentile £41,250 £33,000 £39,750
90th Percentile £87,500 £87,750 £90,000
Central London median annual salary £57,500 £55,000 £60,000
% change year-on-year +4.55% -8.33% +4.35%

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 9,767 9,383 12,431
As % of all permanent IT jobs advertised in the City of London 91.07% 89.52% 89.72%
Number of salaries quoted 8,691 8,543 10,958
City of London median annual salary £61,500 £60,000 £57,500
Median salary % change year-on-year +2.50% +4.35% +4.55%
10th Percentile £36,750 £36,000 £35,250
90th Percentile £95,000 £92,500 £90,000
Central London median annual salary £60,000 £57,604 £57,500
% change year-on-year +4.16% +0.18% +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 21 February 2018.

Salary histogram for Data Management in the City of London

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

1 154 (56.41%) Finance
2 115 (42.12%) SQL
3 97 (35.53%) SQL Server
4 89 (32.60%) Data Quality
5 74 (27.11%) Microsoft
6 69 (25.27%) Analytics
7 63 (23.08%) Business Intelligence
8 59 (21.61%) Data Modelling
8 59 (21.61%) Data Governance
9 56 (20.51%) SQL Server Reporting Services
10 55 (20.15%) ETL
11 48 (17.58%) Microsoft Excel
11 48 (17.58%) Data Analysis
12 42 (15.38%) Master Data Management
13 41 (15.02%) Data Warehouse
14 40 (14.65%) SQL Server Integration Services
15 38 (13.92%) Agile Software Development
16 37 (13.55%) Analytical Skills
17 36 (13.19%) Power BI
18 35 (12.82%) Oracle
18 35 (12.82%) ITIL
18 35 (12.82%) Project Management
19 34 (12.45%) MS Visio
19 34 (12.45%) Visualisation
20 33 (12.09%) Data Architecture
20 33 (12.09%) Validation
21 32 (11.72%) Stakeholder Management
22 30 (10.99%) Management Information System
22 30 (10.99%) Business Analysis
22 30 (10.99%) Degree

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 10 (3.66%) SharePoint
2 6 (2.20%) SAS
3 4 (1.47%) Apache Spark
4 3 (1.10%) Apache
4 3 (1.10%) IIS
4 3 (1.10%) MS Exchange
4 3 (1.10%) SharePoint 2010
4 3 (1.10%) SharePoint 2013
5 2 (0.73%) Confluence
5 2 (0.73%) WebSphere
6 1 (0.37%) Apache Geronimo
6 1 (0.37%) Apache Pig
6 1 (0.37%) CMS
6 1 (0.37%) JBoss
6 1 (0.37%) Oracle Workflow
6 1 (0.37%) Tomcat
6 1 (0.37%) WebLogic
6 1 (0.37%) WildFly
Applications
1 48 (17.58%) Microsoft Excel
2 34 (12.45%) MS Visio
3 10 (3.66%) Spreadsheet
4 9 (3.30%) Microsoft PowerPoint
5 8 (2.93%) Microsoft Office
6 4 (1.47%) Microsoft Project
7 1 (0.37%) SPSS
Business Applications
1 11 (4.03%) Elite 3E
2 9 (3.30%) Markit EDM
3 6 (2.20%) Dynamics CRM
4 4 (1.47%) SAP MDG
5 3 (1.10%) thinkFolio
6 2 (0.73%) Bloomberg AIM
6 2 (0.73%) Dynamics AX
7 1 (0.37%) CSG Singleview
7 1 (0.37%) PeopleSoft CRM
Cloud Services
1 6 (2.20%) Cloud Computing
2 5 (1.83%) IaaS
2 5 (1.83%) SaaS
3 4 (1.47%) Microsoft Azure
3 4 (1.47%) Office 365
4 3 (1.10%) Salesforce Sales Cloud
5 1 (0.37%) Amazon AWS
5 1 (0.37%) Force.com
5 1 (0.37%) OpenShift
5 1 (0.37%) Salesforce Service Cloud
5 1 (0.37%) Yammer
Communications & Networking
1 1 (0.37%) Cisco IOS
1 1 (0.37%) DKIM
1 1 (0.37%) DMARC
1 1 (0.37%) Fibre Channel
1 1 (0.37%) Firewall
1 1 (0.37%) Intranet
1 1 (0.37%) iSCSI
1 1 (0.37%) NAS
1 1 (0.37%) Network Security
1 1 (0.37%) SAN
1 1 (0.37%) TCP/IP
1 1 (0.37%) Unified Communications
Database & Business Intelligence
1 97 (35.53%) SQL Server
2 56 (20.51%) SQL Server Reporting Services
3 41 (15.02%) Data Warehouse
4 40 (14.65%) SQL Server Integration Services
5 36 (13.19%) Power BI
6 20 (7.33%) Big Data
6 20 (7.33%) SQL Server 2008
7 16 (5.86%) SQL Server 2012
7 16 (5.86%) SQL Server Analysis Services
8 15 (5.49%) SQL Server 2014
9 14 (5.13%) Relational Database
10 10 (3.66%) NoSQL
10 10 (3.66%) QlikView
10 10 (3.66%) RDBMS
11 9 (3.30%) Oracle Database
12 8 (2.93%) Oracle Database 11g
12 8 (2.93%) Oracle Database 12c
13 6 (2.20%) BusinessObjects
13 6 (2.20%) Hadoop
14 5 (1.83%) Sybase ASE
Development Applications
1 5 (1.83%) JIRA
2 2 (0.73%) ERwin
2 2 (0.73%) Jenkins
2 2 (0.73%) Team Foundation Server
3 1 (0.37%) Bugzilla
3 1 (0.37%) Metasploit
3 1 (0.37%) Oracle APEX
3 1 (0.37%) RStudio
3 1 (0.37%) SQL Server Management Studio (SSMS)
3 1 (0.37%) Subversion
3 1 (0.37%) Visual Studio
General
1 154 (56.41%) Finance
2 28 (10.26%) Legal
3 17 (6.23%) Banking
3 17 (6.23%) Law
4 16 (5.86%) Advertising
5 14 (5.13%) Retail
6 10 (3.66%) Back Office
7 6 (2.20%) Investment Banking
8 5 (1.83%) Front Office
8 5 (1.83%) German Language
9 4 (1.47%) Telecoms
10 3 (1.10%) Publishing
11 2 (0.73%) Marketing
12 1 (0.37%) Billing
12 1 (0.37%) Financial Institution
12 1 (0.37%) French Language
12 1 (0.37%) Spanish Language
Job Titles
1 112 (41.03%) Analyst
2 59 (21.61%) Data Analyst
3 32 (11.72%) Business Analyst
4 25 (9.16%) DBA
5 24 (8.79%) Financial Analyst
6 23 (8.42%) Administrator
7 22 (8.06%) SQL DBA
8 20 (7.33%) Architect
9 18 (6.59%) Data Manager
9 18 (6.59%) Systems Analyst
10 17 (6.23%) Data Architect
10 17 (6.23%) Data Quality Analyst
10 17 (6.23%) Quality Analyst
11 15 (5.49%) Report Analyst
12 14 (5.13%) Finance Systems Analyst
12 14 (5.13%) SQL Server DBA
13 12 (4.40%) Developer
14 11 (4.03%) Consultant
14 11 (4.03%) Data Business Analyst
15 10 (3.66%) Salesforce Administrator
Libraries, Frameworks & Software Standards
1 8 (2.93%) Mason
1 8 (2.93%) Middleware
1 8 (2.93%) Web Services
2 7 (2.56%) XML
3 6 (2.20%) .NET
4 4 (1.47%) RESTful
5 3 (1.10%) JSON
5 3 (1.10%) SOAP
5 3 (1.10%) Visualforce
6 2 (0.73%) Hibernate
6 2 (0.73%) HTML
6 2 (0.73%) Natural Language Processing
6 2 (0.73%) Spring
6 2 (0.73%) XBRL
7 1 (0.37%) J2SE
7 1 (0.37%) JMS
7 1 (0.37%) REST
7 1 (0.37%) WSDL
7 1 (0.37%) XML Messaging
7 1 (0.37%) XSD
Miscellaneous
1 37 (13.55%) Analytical Skills
2 30 (10.99%) Management Information System
3 23 (8.42%) Data Structures
4 8 (2.93%) Fintech
4 8 (2.93%) Hedge funds
5 6 (2.20%) Clustering
5 6 (2.20%) Computer Science
5 6 (2.20%) Reference Data
5 6 (2.20%) Replication
6 4 (1.47%) Enterprise Software
7 3 (1.10%) Derivative
7 3 (1.10%) Equities
7 3 (1.10%) Fixed Income
7 3 (1.10%) OTC Derivatives
7 3 (1.10%) PKI
7 3 (1.10%) Taxonomies
7 3 (1.10%) Virtual Team
8 2 (0.73%) Hybrid Cloud
8 2 (0.73%) Mobile App
8 2 (0.73%) RIA
Operating Systems
1 8 (2.93%) Linux
2 3 (1.10%) Red Hat Enterprise Linux
2 3 (1.10%) Solaris
2 3 (1.10%) Unix
2 3 (1.10%) Windows
3 1 (0.37%) AIX
3 1 (0.37%) Data ONTAP
3 1 (0.37%) HPUX
3 1 (0.37%) Oracle Linux
3 1 (0.37%) Ubuntu
Processes & Methodologies
1 69 (25.27%) Analytics
2 63 (23.08%) Business Intelligence
3 59 (21.61%) Data Governance
3 59 (21.61%) Data Modelling
4 55 (20.15%) ETL
5 48 (17.58%) Data Analysis
6 42 (15.38%) Master Data Management
7 38 (13.92%) Agile Software Development
8 35 (12.82%) ITIL
8 35 (12.82%) Project Management
9 34 (12.45%) Visualisation
10 33 (12.09%) Data Architecture
10 33 (12.09%) Validation
11 32 (11.72%) Stakeholder Management
12 30 (10.99%) Business Analysis
13 28 (10.26%) Data Analytics
13 28 (10.26%) Investment Management
14 25 (9.16%) Enterprise Data Management
15 24 (8.79%) High Availability
15 24 (8.79%) SDLC
Programming Languages
1 115 (42.12%) SQL
2 28 (10.26%) VB
3 17 (6.23%) Java
4 11 (4.03%) VBA
5 8 (2.93%) Python
5 8 (2.93%) T-SQL
6 6 (2.20%) C#
7 5 (1.83%) Apex Code
7 5 (1.83%) R
8 4 (1.47%) PowerShell
9 3 (1.10%) C
9 3 (1.10%) Data Analysis Expressions (DAX)
9 3 (1.10%) Shell Script
10 2 (0.73%) JavaScript
10 2 (0.73%) Scala
11 1 (0.37%) C++
11 1 (0.37%) Cypher
11 1 (0.37%) MATLAB
11 1 (0.37%) SOQL
11 1 (0.37%) SOSL
Qualifications
1 30 (10.99%) Degree
2 26 (9.52%) Microsoft Certification
3 17 (6.23%) ISEB
4 14 (5.13%) MCITP
5 4 (1.47%) MBA
6 3 (1.10%) CISM
6 3 (1.10%) CISSP
6 3 (1.10%) Security Cleared
7 2 (0.73%) ITIL Certification
7 2 (0.73%) MCSE
7 2 (0.73%) MCTS
8 1 (0.37%) CISA
8 1 (0.37%) PMI Certification
8 1 (0.37%) PMP
8 1 (0.37%) PRINCE2 Certification
8 1 (0.37%) SC Cleared
Quality Assurance & Compliance
1 89 (32.60%) Data Quality
2 26 (9.52%) GDPR
3 11 (4.03%) QA
4 8 (2.93%) PMO
5 7 (2.56%) Solvency II
6 4 (1.47%) ISO/IEC 27001
7 3 (1.10%) SLA
8 2 (0.73%) Cyber Essentials
8 2 (0.73%) Cyber Essentials PLUS
8 2 (0.73%) MiFID
9 1 (0.37%) IFRS
9 1 (0.37%) IFRS 9
9 1 (0.37%) Sarbanes-Oxley
System Software
1 6 (2.20%) Active Directory
2 1 (0.37%) Docker
2 1 (0.37%) HDFS
2 1 (0.37%) Hyper-V
2 1 (0.37%) KVM
2 1 (0.37%) NFS
2 1 (0.37%) VMware Infrastructure
Systems Management
1 3 (1.10%) Data Guard
1 3 (1.10%) EMC NetWorker
1 3 (1.10%) Enterprise Manager Cloud Control
1 3 (1.10%) McAfee ePO
1 3 (1.10%) Oracle Enterprise Manager
1 3 (1.10%) Oracle RMAN
2 2 (0.73%) HP Quality Center
3 1 (0.37%) Docker Swarm
3 1 (0.37%) Kubernetes
3 1 (0.37%) Nessus
3 1 (0.37%) NetBackup
3 1 (0.37%) Network Intrusion Detection System
3 1 (0.37%) OpenVAS
3 1 (0.37%) QRadar
3 1 (0.37%) SCCM
3 1 (0.37%) SCOM
Vendors
1 74 (27.11%) Microsoft
2 35 (12.82%) Oracle
3 17 (6.23%) Salesforce.com
3 17 (6.23%) Sybase
4 16 (5.86%) Tableau
5 13 (4.76%) SAP
6 11 (4.03%) Aderant
6 11 (4.03%) Charles River
7 5 (1.83%) IBM
7 5 (1.83%) Siebel
8 4 (1.47%) Red Hat
9 3 (1.10%) EMC
9 3 (1.10%) GoldenSource
9 3 (1.10%) Informatica
9 3 (1.10%) McAfee
9 3 (1.10%) MicroStrategy
10 2 (0.73%) Alteryx
10 2 (0.73%) Bloomberg
10 2 (0.73%) HP
11 1 (0.37%) NetApp