Period
to 19 September 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 19 September 2018 with a comparison to the same period in the previous 2 years.

Data Management
Central London > City of London
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 163 155 153
Rank change year-on-year -8 -2 -31
Permanent jobs citing Data Management 219 202 243
As % of all permanent IT jobs advertised in the City of London 1.99% 1.98% 1.95%
As % of the Processes & Methodologies category 2.16% 2.16% 2.13%
Number of salaries quoted 199 176 206
City of London median annual salary £65,000 £55,000 £57,500
Median salary % change year-on-year +18.18% -4.35% -8.00%
10th Percentile £38,750 £36,750 £31,250
90th Percentile £97,750 £80,000 £85,625
Central London median annual salary £66,000 £55,000 £57,500
% change year-on-year +20.00% -4.35% -11.54%

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 10,149 9,355 11,399
As % of all permanent IT jobs advertised in the City of London 92.21% 91.59% 91.61%
Number of salaries quoted 9,045 8,433 10,436
City of London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +4.35%
10th Percentile £37,000 £36,250 £35,000
90th Percentile £93,750 £92,500 £87,500
Central London median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +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 19 September 2018.

Salary histogram for Data Management in the City of London

Data Management
Job Locations in the City of 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 City of London region over the 6 months to 19 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
London Bridge - 1 £44,000 -
Data Management
Central London

For the 6 months to 19 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 City of London region with a requirement for Data Management.

1 119 (54.34%) Finance
2 104 (47.49%) SQL
3 71 (32.42%) SQL Server
4 67 (30.59%) Data Warehouse
5 64 (29.22%) Data Quality
6 63 (28.77%) ETL
7 54 (24.66%) Analytics
8 51 (23.29%) Microsoft
9 47 (21.46%) Big Data
10 44 (20.09%) Data Structures
11 40 (18.26%) Business Intelligence
12 38 (17.35%) SQL Server Integration Services
12 38 (17.35%) Data Governance
13 37 (16.89%) Microsoft Excel
14 36 (16.44%) Agile Software Development
15 35 (15.98%) Management Information System
15 35 (15.98%) Data Integration
16 34 (15.53%) Analytical Skills
17 33 (15.07%) Degree
17 33 (15.07%) SQL Server Reporting Services
18 30 (13.70%) Oracle
18 30 (13.70%) T-SQL
19 29 (13.24%) Project Management
19 29 (13.24%) Business Analysis
20 28 (12.79%) Data Analysis
20 28 (12.79%) Banking
21 27 (12.33%) Problem-Solving
22 26 (11.87%) Migration
22 26 (11.87%) Visualisation
23 25 (11.42%) Hadoop

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 13 (5.94%) SAS
2 7 (3.20%) Exchange Server 2010
2 7 (3.20%) Exchange Server 2013
2 7 (3.20%) MS Exchange
3 4 (1.83%) Apache
3 4 (1.83%) Apache Spark
3 4 (1.83%) SharePoint
4 3 (1.37%) Apache Solr
4 3 (1.37%) Tomcat
5 2 (0.91%) Apache Pig
5 2 (0.91%) GemFire
5 2 (0.91%) nginx
6 1 (0.46%) ArcGIS
6 1 (0.46%) Elasticsearch
6 1 (0.46%) GeoServer
6 1 (0.46%) OpenStack
Applications
1 37 (16.89%) Microsoft Excel
2 18 (8.22%) Microsoft Office
3 10 (4.57%) Microsoft PowerPoint
4 7 (3.20%) MS Visio
5 3 (1.37%) Microsoft Project
6 1 (0.46%) EViews
6 1 (0.46%) SPSS
Business Applications
1 4 (1.83%) SAP CAR
1 4 (1.83%) SAP Forecasting and Replenishment
1 4 (1.83%) SAP POS DM
1 4 (1.83%) SAP Retail
2 3 (1.37%) Dynamics CRM
3 1 (0.46%) Markit EDM
3 1 (0.46%) thinkFolio
Cloud Services
1 18 (8.22%) Microsoft Azure
2 11 (5.02%) Amazon AWS
3 8 (3.65%) Office 365
4 6 (2.74%) Cloud Computing
5 4 (1.83%) npm
6 3 (1.37%) Amazon SQS
6 3 (1.37%) GitHub
7 2 (0.91%) Amazon EC2
7 2 (0.91%) Amazon S3
7 2 (0.91%) AWS Lambda
7 2 (0.91%) Google Cloud Platform
7 2 (0.91%) Virtual Private Cloud
8 1 (0.46%) Amazon CloudWatch
8 1 (0.46%) Azure Data Factory
8 1 (0.46%) Boomi
8 1 (0.46%) Heroku
8 1 (0.46%) SaaS
Communications & Networking
1 6 (2.74%) Firewall
2 4 (1.83%) Cisco IOS
2 4 (1.83%) DKIM
2 4 (1.83%) DMARC
2 4 (1.83%) Network Security
2 4 (1.83%) TCP/IP
3 2 (0.91%) FIX Connectivity
Database & Business Intelligence
1 71 (32.42%) SQL Server
2 67 (30.59%) Data Warehouse
3 47 (21.46%) Big Data
4 38 (17.35%) SQL Server Integration Services
5 33 (15.07%) SQL Server Reporting Services
6 25 (11.42%) Hadoop
7 23 (10.50%) NoSQL
8 17 (7.76%) SQL Server 2014
9 16 (7.31%) Apache Hive
10 15 (6.85%) SQL Server Analysis Services
11 14 (6.39%) MS Access
11 14 (6.39%) SQL Server 2012
12 13 (5.94%) Power BI
12 13 (5.94%) Relational Database
13 11 (5.02%) OLTP
14 10 (4.57%) PostgreSQL
15 9 (4.11%) MySQL
15 9 (4.11%) RDBMS
16 8 (3.65%) SQL Server 2016
17 7 (3.20%) OLAP
Development Applications
1 13 (5.94%) SQL Server Management Studio (SSMS)
2 11 (5.02%) Subversion
3 8 (3.65%) Jenkins
4 7 (3.20%) Git (software)
5 5 (2.28%) Visual Studio
6 4 (1.83%) gulp
6 4 (1.83%) Maven
6 4 (1.83%) Metasploit
6 4 (1.83%) webpack
7 3 (1.37%) RStudio
7 3 (1.37%) Team Foundation Server
8 2 (0.91%) Jasmine
8 2 (0.91%) JSUnit
8 2 (0.91%) Mocha
8 2 (0.91%) Moq
8 2 (0.91%) NUnit
8 2 (0.91%) QUnit
8 2 (0.91%) Rhino Mocks
8 2 (0.91%) Sinon.JS
8 2 (0.91%) TeamCity
General
1 119 (54.34%) Finance
2 28 (12.79%) Banking
3 19 (8.68%) Advertising
4 15 (6.85%) Retail
5 7 (3.20%) Marketing
6 5 (2.28%) Front Office
6 5 (2.28%) Investment Banking
7 4 (1.83%) General Ledger
8 3 (1.37%) Telecoms
9 2 (0.91%) Financial Institution
9 2 (0.91%) Pharmaceutical
10 1 (0.46%) Aerospace
10 1 (0.46%) Automotive
10 1 (0.46%) Back Office
10 1 (0.46%) French Language
10 1 (0.46%) Games
10 1 (0.46%) Publishing
10 1 (0.46%) Spanish Language
Job Titles
1 66 (30.14%) Analyst
2 56 (25.57%) Developer
3 30 (13.70%) Architect
3 30 (13.70%) Data Analyst
4 24 (10.96%) Data Engineer
5 21 (9.59%) SQL Developer
6 17 (7.76%) Business Intelligence Developer
6 17 (7.76%) Data Architect
7 16 (7.31%) Big Data Architect
8 14 (6.39%) Big Data Engineer
8 14 (6.39%) Business Analyst
8 14 (6.39%) SQL Server Developer
9 13 (5.94%) Consultant
10 12 (5.48%) Administrator
10 12 (5.48%) Big Data Developer
10 12 (5.48%) Business Intelligence Architect
10 12 (5.48%) Data Manager
10 12 (5.48%) Systems Analyst
11 8 (3.65%) Salesforce Administrator
11 8 (3.65%) SSIS Developer
Libraries, Frameworks & Software Standards
1 19 (8.68%) .NET
1 19 (8.68%) XML
2 16 (7.31%) HTML
3 10 (4.57%) CSS
4 9 (4.11%) AngularJS
5 8 (3.65%) Mason
6 6 (2.74%) CSS3
6 6 (2.74%) HTML5
6 6 (2.74%) Web Services
7 5 (2.28%) .NET Framework
7 5 (2.28%) Visualforce
8 4 (1.83%) Angular 2
8 4 (1.83%) Elastic Stack
8 4 (1.83%) Kafka
8 4 (1.83%) React
8 4 (1.83%) Regular Expression
8 4 (1.83%) WPF
9 3 (1.37%) jQuery
9 3 (1.37%) Pandas
9 3 (1.37%) Sass
Miscellaneous
1 44 (20.09%) Data Structures
2 35 (15.98%) Management Information System
3 34 (15.53%) Analytical Skills
4 19 (8.68%) Greenfield Project
5 12 (5.48%) Computer Science
6 11 (5.02%) Tandem
7 10 (4.57%) Fintech
8 8 (3.65%) Credit Risk
9 7 (3.20%) Reference Data
10 6 (2.74%) Market Risk
11 4 (1.83%) BYOD
11 4 (1.83%) Reinsurance
12 3 (1.37%) Data Protection Act
12 3 (1.37%) Hedge funds
13 2 (0.91%) Algorithms
13 2 (0.91%) Enterprise Software
13 2 (0.91%) FMCG
13 2 (0.91%) Mainframe
14 1 (0.46%) Derivative
14 1 (0.46%) Life Science
Operating Systems
1 15 (6.85%) Windows
2 13 (5.94%) Unix
3 8 (3.65%) Linux
4 6 (2.74%) AIX
4 6 (2.74%) HPUX
4 6 (2.74%) Solaris
5 1 (0.46%) Windows 10
5 1 (0.46%) Windows 7
Processes & Methodologies
1 63 (28.77%) ETL
2 54 (24.66%) Analytics
3 40 (18.26%) Business Intelligence
4 38 (17.35%) Data Governance
5 36 (16.44%) Agile Software Development
6 35 (15.98%) Data Integration
7 29 (13.24%) Business Analysis
7 29 (13.24%) Project Management
8 28 (12.79%) Data Analysis
9 27 (12.33%) Problem-Solving
10 26 (11.87%) Migration
10 26 (11.87%) Visualisation
11 24 (10.96%) Stakeholder Management
12 23 (10.50%) Data Analytics
13 21 (9.59%) SDLC
14 20 (9.13%) Artificial Intelligence
14 20 (9.13%) Investment Management
15 18 (8.22%) Data Modelling
15 18 (8.22%) Data Science
16 17 (7.76%) Data Visualisation
Programming Languages
1 104 (47.49%) SQL
2 30 (13.70%) T-SQL
3 25 (11.42%) Python
4 18 (8.22%) Java
5 15 (6.85%) C#
6 14 (6.39%) PowerShell
7 10 (4.57%) VBA
8 9 (4.11%) JavaScript
8 9 (4.11%) VB
9 6 (2.74%) Apex Code
9 6 (2.74%) R
10 4 (1.83%) TypeScript
11 2 (0.91%) PHP
11 2 (0.91%) Scala
12 1 (0.46%) Bash Shell
12 1 (0.46%) C
12 1 (0.46%) PL/SQL
Qualifications
1 33 (15.07%) Degree
2 3 (1.37%) CISA
2 3 (1.37%) CISM
2 3 (1.37%) CISSP
2 3 (1.37%) Computer Science Degree
2 3 (1.37%) Master's Degree
3 2 (0.91%) Security Cleared
4 1 (0.46%) ACCA
4 1 (0.46%) DV Cleared
4 1 (0.46%) MCSA
4 1 (0.46%) MCSE
4 1 (0.46%) Microsoft Certification
4 1 (0.46%) Numerate Degree
Quality Assurance & Compliance
1 64 (29.22%) Data Quality
2 11 (5.02%) GDPR
3 6 (2.74%) MiFID
3 6 (2.74%) Solvency II
4 5 (2.28%) SLA
5 3 (1.37%) Sarbanes-Oxley
6 2 (0.91%) PMO
7 1 (0.46%) Dodd-Frank
7 1 (0.46%) FATCA
7 1 (0.46%) IFRS
7 1 (0.46%) IFRS 9
7 1 (0.46%) QA
System Software
1 11 (5.02%) Active Directory
2 4 (1.83%) Hyper-V
2 4 (1.83%) KVM
2 4 (1.83%) VMware Infrastructure
3 2 (0.91%) Apache Flume
3 2 (0.91%) Apache ZooKeeper
3 2 (0.91%) Virtual Servers
Systems Management
1 5 (2.28%) HP Quality Center
2 4 (1.83%) Nessus
2 4 (1.83%) Network Intrusion Detection System
2 4 (1.83%) OpenVAS
2 4 (1.83%) QRadar
2 4 (1.83%) SCCM
2 4 (1.83%) SCOM
3 2 (0.91%) Ansible
3 2 (0.91%) Nagios
3 2 (0.91%) Puppet
3 2 (0.91%) ZABBIX
Vendors
1 51 (23.29%) Microsoft
2 30 (13.70%) Oracle
3 10 (4.57%) Salesforce.com
4 8 (3.65%) Tableau
5 7 (3.20%) SAP
6 6 (2.74%) Siebel
6 6 (2.74%) Sybase
7 4 (1.83%) Charles River
7 4 (1.83%) Cisco
7 4 (1.83%) Palo Alto
7 4 (1.83%) Qualys
7 4 (1.83%) Rapid7
7 4 (1.83%) Splunk
7 4 (1.83%) Sun
7 4 (1.83%) Tripwire
7 4 (1.83%) VMware
8 3 (1.37%) HP
8 3 (1.37%) Informatica
8 3 (1.37%) Workday
9 2 (0.91%) Google