Period
to 14 December 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 14 December 2018 with a comparison to the same period in the previous 2 years.

Data Management
Central London > City of London
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 160 150 150
Rank change year-on-year -10 0 -34
Permanent jobs citing Data Management 203 214 220
As % of all permanent IT jobs advertised in the City of London 1.90% 2.06% 1.94%
As % of the Processes & Methodologies category 2.07% 2.22% 2.13%
Number of salaries quoted 179 187 193
City of London median annual salary £62,500 £57,500 £55,000
Median salary % change year-on-year +8.70% +4.55% -12.00%
10th Percentile £38,500 £41,465 £31,250
90th Percentile £97,500 £90,000 £81,250
Central London median annual salary £65,000 £57,000 £55,000
% change year-on-year +14.04% +3.64% -12.00%

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 9,789 9,638 10,311
As % of all permanent IT jobs advertised in the City of London 91.86% 92.93% 90.99%
Number of salaries quoted 8,760 8,697 9,390
City of London median annual salary £65,000 £60,000 £59,500
Median salary % change year-on-year +8.33% +0.84% +3.48%
10th Percentile £36,750 £36,250 £35,000
90th Percentile £95,000 £95,000 £90,000
Central London median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% -

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 14 December 2018.

Salary histogram for Data Management in the City of London

For the 6 months to 14 December 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.

1 123 (60.59%) Finance
2 83 (40.89%) SQL
3 65 (32.02%) Data Quality
4 57 (28.08%) Data Warehouse
5 54 (26.60%) SQL Server
6 47 (23.15%) ETL
6 47 (23.15%) Business Intelligence
7 44 (21.67%) Microsoft
7 44 (21.67%) Data Structures
8 42 (20.69%) Analytics
9 39 (19.21%) Degree
10 38 (18.72%) Data Governance
11 37 (18.23%) Microsoft Excel
12 36 (17.73%) Business Analysis
12 36 (17.73%) Visualisation
13 33 (16.26%) Data Analysis
13 33 (16.26%) Project Management
14 32 (15.76%) Analytical Skills
15 31 (15.27%) Management Information System
16 30 (14.78%) Agile Software Development
16 30 (14.78%) SQL Server Integration Services
16 30 (14.78%) Power BI
16 30 (14.78%) Microsoft Azure
17 29 (14.29%) Relational Database
17 29 (14.29%) SQL Server Reporting Services
17 29 (14.29%) Python
18 28 (13.79%) Oracle
19 27 (13.30%) T-SQL
20 25 (12.32%) SQL Server Analysis Services
20 25 (12.32%) Problem-Solving

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 9 (4.43%) MS Exchange
2 8 (3.94%) Exchange Server 2013
3 7 (3.45%) Exchange Server 2010
3 7 (3.45%) SAS
4 4 (1.97%) SharePoint
5 2 (0.99%) Apache
5 2 (0.99%) nginx
5 2 (0.99%) Tomcat
6 1 (0.49%) Confluence
6 1 (0.49%) OpenStack
Applications
1 37 (18.23%) Microsoft Excel
2 11 (5.42%) Microsoft Office
3 7 (3.45%) MS Visio
4 3 (1.48%) Microsoft Project
4 3 (1.48%) Spreadsheet
5 1 (0.49%) Microsoft PowerPoint
Business Applications
1 6 (2.96%) Dynamics CRM
2 3 (1.48%) NetSuite
2 3 (1.48%) SAP CAR
2 3 (1.48%) SAP Forecasting and Replenishment
2 3 (1.48%) SAP POS DM
2 3 (1.48%) SAP Retail
3 1 (0.49%) ResourceLink
Cloud Services
1 30 (14.78%) Microsoft Azure
2 9 (4.43%) Amazon AWS
3 7 (3.45%) Office 365
4 6 (2.96%) Cloud Computing
5 4 (1.97%) GitHub
6 3 (1.48%) Amazon SQS
6 3 (1.48%) Azure Data Factory
6 3 (1.48%) Dynamics 365
7 2 (0.99%) Amazon EC2
7 2 (0.99%) Amazon S3
7 2 (0.99%) AWS Lambda
7 2 (0.99%) Boomi
7 2 (0.99%) SaaS
7 2 (0.99%) Virtual Private Cloud
8 1 (0.49%) Amazon CloudWatch
8 1 (0.49%) npm
Communications & Networking
1 8 (3.94%) Firewall
2 5 (2.46%) Cisco IOS
2 5 (2.46%) DKIM
2 5 (2.46%) DMARC
2 5 (2.46%) Network Security
2 5 (2.46%) TCP/IP
3 3 (1.48%) SAN
Database & Business Intelligence
1 57 (28.08%) Data Warehouse
2 54 (26.60%) SQL Server
3 30 (14.78%) Power BI
3 30 (14.78%) SQL Server Integration Services
4 29 (14.29%) Relational Database
4 29 (14.29%) SQL Server Reporting Services
5 25 (12.32%) SQL Server Analysis Services
6 24 (11.82%) Big Data
7 18 (8.87%) RDBMS
8 17 (8.37%) SQL Server 2016
9 15 (7.39%) PostgreSQL
10 11 (5.42%) Hadoop
10 11 (5.42%) NoSQL
11 10 (4.93%) Biml
12 9 (4.43%) Microsoft Analysis Services
13 5 (2.46%) Apache Hive
13 5 (2.46%) MS Access
13 5 (2.46%) MySQL
14 4 (1.97%) MongoDB
14 4 (1.97%) OLAP
Development Applications
1 19 (9.36%) Subversion
2 8 (3.94%) Maven
3 7 (3.45%) Jenkins
4 5 (2.46%) Metasploit
4 5 (2.46%) SQL Server Management Studio (SSMS)
5 3 (1.48%) JIRA
6 2 (0.99%) Cucumber
6 2 (0.99%) RStudio
7 1 (0.49%) Atlassian Bamboo
7 1 (0.49%) Git (software)
7 1 (0.49%) gulp
7 1 (0.49%) JMeter
7 1 (0.49%) Selenium
7 1 (0.49%) TestRail
7 1 (0.49%) webpack
General
1 123 (60.59%) Finance
2 17 (8.37%) Banking
3 16 (7.88%) Advertising
4 12 (5.91%) Marketing
5 11 (5.42%) Retail
6 6 (2.96%) Telecoms
7 4 (1.97%) Front Office
7 4 (1.97%) Games
8 3 (1.48%) General Ledger
9 2 (0.99%) Back Office
9 2 (0.99%) Financial Institution
9 2 (0.99%) Investment Banking
9 2 (0.99%) Pharmaceutical
10 1 (0.49%) Social Science
Job Titles
1 44 (21.67%) Analyst
2 38 (18.72%) Developer
3 24 (11.82%) Data Analyst
4 17 (8.37%) Data Manager
5 16 (7.88%) Architect
5 16 (7.88%) Data Engineer
6 15 (7.39%) Systems Manager
7 12 (5.91%) Administrator
8 11 (5.42%) Data Architect
9 10 (4.93%) SQL Developer
10 9 (4.43%) Business Analyst
10 9 (4.43%) SQL Analyst
11 8 (3.94%) Business Intelligence Developer
11 8 (3.94%) Infrastructure Engineer
11 8 (3.94%) SQL Data Analyst
12 6 (2.96%) Insurance Business Analyst
12 6 (2.96%) Risk Manager
12 6 (2.96%) Security Manager
12 6 (2.96%) SQL Server Developer
12 6 (2.96%) Technical Leader
Libraries, Frameworks & Software Standards
1 19 (9.36%) XML
2 15 (7.39%) .NET
3 11 (5.42%) HTML
4 6 (2.96%) CSS
5 5 (2.46%) Elastic Stack
5 5 (2.46%) Regular Expression
5 5 (2.46%) Web Services
6 4 (1.97%) AngularJS
6 4 (1.97%) JSON
7 3 (1.48%) .NET Framework
7 3 (1.48%) Pandas
7 3 (1.48%) React
8 2 (0.99%) Django
8 2 (0.99%) Middleware
8 2 (0.99%) Node.js
8 2 (0.99%) Spring
8 2 (0.99%) Visualforce
9 1 (0.49%) CSS3
9 1 (0.49%) jQuery
9 1 (0.49%) WebSockets
Miscellaneous
1 44 (21.67%) Data Structures
2 32 (15.76%) Analytical Skills
3 31 (15.27%) Management Information System
4 10 (4.93%) Reference Data
5 9 (4.43%) Fintech
6 6 (2.96%) Tandem
7 5 (2.46%) BYOD
7 5 (2.46%) Credit Risk
7 5 (2.46%) Hedge funds
7 5 (2.46%) Market Risk
8 4 (1.97%) Reinsurance
9 3 (1.48%) Clustering
9 3 (1.48%) Data Protection Act
9 3 (1.48%) EMC VNX
9 3 (1.48%) Greenfield Project
9 3 (1.48%) Self-Motivation
9 3 (1.48%) Taxonomies
10 2 (0.99%) Derivative
10 2 (0.99%) Fixed Income
10 2 (0.99%) FMCG
Operating Systems
1 21 (10.34%) Windows
2 17 (8.37%) Unix
3 15 (7.39%) Linux
4 5 (2.46%) AIX
4 5 (2.46%) HPUX
4 5 (2.46%) Solaris
5 4 (1.97%) Windows Server
6 3 (1.48%) DC/OS
7 1 (0.49%) Windows 7
7 1 (0.49%) Windows Server 2012
Processes & Methodologies
1 47 (23.15%) Business Intelligence
1 47 (23.15%) ETL
2 42 (20.69%) Analytics
3 38 (18.72%) Data Governance
4 36 (17.73%) Business Analysis
4 36 (17.73%) Visualisation
5 33 (16.26%) Data Analysis
5 33 (16.26%) Project Management
6 30 (14.78%) Agile Software Development
7 25 (12.32%) Problem-Solving
8 24 (11.82%) Stakeholder Management
9 22 (10.84%) Mathematics
10 21 (10.34%) Data Modelling
11 19 (9.36%) Change Management
12 18 (8.87%) Data Analytics
13 17 (8.37%) Data Protection
13 17 (8.37%) Migration
14 16 (7.88%) Investment Management
15 15 (7.39%) Data Science
15 15 (7.39%) Information Security
Programming Languages
1 83 (40.89%) SQL
2 29 (14.29%) Python
3 27 (13.30%) T-SQL
4 23 (11.33%) VBA
5 21 (10.34%) PowerShell
6 13 (6.40%) C#
7 10 (4.93%) Java
8 9 (4.43%) JavaScript
9 8 (3.94%) VB
10 5 (2.46%) R
11 3 (1.48%) Apex Code
11 3 (1.48%) Data Analysis Expressions (DAX)
12 2 (0.99%) PHP
13 1 (0.49%) Bash Shell
13 1 (0.49%) TypeScript
Qualifications
1 39 (19.21%) Degree
2 9 (4.43%) Microsoft Certification
3 7 (3.45%) MCSA
4 3 (1.48%) CISA
4 3 (1.48%) CISM
4 3 (1.48%) CISSP
4 3 (1.48%) MCSE
5 2 (0.99%) HND
5 2 (0.99%) Master's Degree
6 1 (0.49%) Computer Science Degree
6 1 (0.49%) Numerate Degree
6 1 (0.49%) Security Cleared
6 1 (0.49%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 65 (32.02%) Data Quality
2 14 (6.90%) GDPR
3 8 (3.94%) Solvency II
4 5 (2.46%) QA
5 3 (1.48%) Sarbanes-Oxley
5 3 (1.48%) SLA
6 2 (0.99%) IFRS
6 2 (0.99%) PCI DSS
6 2 (0.99%) PMO
7 1 (0.49%) Dodd-Frank
7 1 (0.49%) FATCA
7 1 (0.49%) IFRS 9
7 1 (0.49%) MiFID
System Software
1 15 (7.39%) Active Directory
2 9 (4.43%) VMware Infrastructure
3 5 (2.46%) Hyper-V
3 5 (2.46%) KVM
4 3 (1.48%) Docker
5 2 (0.99%) Virtual Servers
Systems Management
1 5 (2.46%) Nessus
1 5 (2.46%) Network Intrusion Detection System
1 5 (2.46%) OpenVAS
1 5 (2.46%) QRadar
1 5 (2.46%) SCCM
1 5 (2.46%) SCOM
2 3 (1.48%) Backup Exec
2 3 (1.48%) Marathon
2 3 (1.48%) Mesos
2 3 (1.48%) Opscode Chef
3 2 (0.99%) Nagios
3 2 (0.99%) ZABBIX
4 1 (0.49%) Microsoft Clustering
Vendors
1 44 (21.67%) Microsoft
2 28 (13.79%) Oracle
3 11 (5.42%) Tableau
4 9 (4.43%) Salesforce.com
4 9 (4.43%) VMware
5 6 (2.96%) Cisco
5 6 (2.96%) Sybase
6 5 (2.46%) Palo Alto
6 5 (2.46%) Qualys
6 5 (2.46%) Rapid7
6 5 (2.46%) SAP
6 5 (2.46%) Splunk
6 5 (2.46%) Tripwire
7 4 (1.97%) Workday
8 3 (1.48%) EMC
8 3 (1.48%) Siebel
8 3 (1.48%) Sun
8 3 (1.48%) Veeam
9 2 (0.99%) Dell
9 2 (0.99%) Informatica