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

Data Management
Central London > City of London
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 156 145 129
Rank change year-on-year -11 -16 +12
Permanent jobs citing Data Management 221 208 336
As % of all permanent IT jobs advertised in the City of London 2.00% 2.05% 2.51%
As % of the Processes & Methodologies category 2.17% 2.26% 2.75%
Number of salaries quoted 205 197 295
City of London median annual salary £62,500 £47,500 £60,000
Median salary % change year-on-year +31.58% -20.83% -
10th Percentile £41,250 £33,750 £33,400
90th Percentile £87,500 £75,000 £86,500
Central London median annual salary £65,000 £50,000 £58,750
% change year-on-year +30.00% -14.89% -2.08%

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 10,188 9,197 12,218
As % of all permanent IT jobs advertised in the City of London 92.35% 90.79% 91.29%
Number of salaries quoted 9,012 8,283 11,010
City of London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £37,500 £36,250 £35,250
90th Percentile £93,750 £91,250 £87,500
Central London median annual salary £60,000 £60,000 £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 19 June 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 June 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 June 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.

1 122 (55.20%) SQL
2 113 (51.13%) Finance
3 110 (49.77%) SQL Server
4 92 (41.63%) Data Quality
5 69 (31.22%) Microsoft
6 65 (29.41%) Analytics
7 63 (28.51%) Microsoft Excel
8 58 (26.24%) Data Warehouse
9 54 (24.43%) ETL
10 52 (23.53%) Data Analysis
11 51 (23.08%) Business Intelligence
12 44 (19.91%) SQL Server Integration Services
13 43 (19.46%) Oracle
14 40 (18.10%) SQL Server Reporting Services
14 40 (18.10%) Power BI
15 39 (17.65%) Analytical Skills
16 38 (17.19%) Big Data
17 37 (16.74%) Data Structures
17 37 (16.74%) VB
18 35 (15.84%) Degree
19 34 (15.38%) Data Governance
19 34 (15.38%) Data Analytics
20 33 (14.93%) Data Modelling
20 33 (14.93%) Banking
21 32 (14.48%) Agile Software Development
22 31 (14.03%) Data Integration
23 30 (13.57%) Project Management
24 29 (13.12%) Management Information System
25 26 (11.76%) T-SQL
25 26 (11.76%) SQL Server Analysis Services

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 14 (6.33%) SAS
2 12 (5.43%) SharePoint
3 7 (3.17%) Apache Spark
4 5 (2.26%) Apache
5 3 (1.36%) Apache Solr
5 3 (1.36%) MS Exchange
6 2 (0.90%) Apache Pig
6 2 (0.90%) GemFire
7 1 (0.45%) ArcGIS
7 1 (0.45%) Elasticsearch
7 1 (0.45%) GeoServer
7 1 (0.45%) Tomcat
Applications
1 63 (28.51%) Microsoft Excel
2 23 (10.41%) MS Visio
3 19 (8.60%) Microsoft PowerPoint
4 14 (6.33%) Spreadsheet
5 11 (4.98%) Microsoft Office
6 1 (0.45%) EViews
6 1 (0.45%) Microsoft Project
6 1 (0.45%) SPSS
Business Applications
1 6 (2.71%) Dynamics CRM
2 2 (0.90%) SAP CAR
2 2 (0.90%) SAP Forecasting and Replenishment
2 2 (0.90%) SAP POS DM
2 2 (0.90%) SAP Retail
3 1 (0.45%) CSG Singleview
3 1 (0.45%) Markit EDM
3 1 (0.45%) PeopleSoft CRM
3 1 (0.45%) thinkFolio
Cloud Services
1 8 (3.62%) Microsoft Azure
2 7 (3.17%) Amazon AWS
3 3 (1.36%) Cloud Computing
3 3 (1.36%) npm
4 2 (0.90%) Google Cloud Platform
4 2 (0.90%) IaaS
5 1 (0.45%) Azure Data Factory
5 1 (0.45%) GitHub
5 1 (0.45%) Heroku
5 1 (0.45%) Office 365
5 1 (0.45%) OpenShift
5 1 (0.45%) SaaS
Communications & Networking
1 2 (0.90%) FIX Connectivity
2 1 (0.45%) Fibre Channel
2 1 (0.45%) iSCSI
2 1 (0.45%) NAS
2 1 (0.45%) SAN
Database & Business Intelligence
1 110 (49.77%) SQL Server
2 58 (26.24%) Data Warehouse
3 44 (19.91%) SQL Server Integration Services
4 40 (18.10%) Power BI
4 40 (18.10%) SQL Server Reporting Services
5 38 (17.19%) Big Data
6 26 (11.76%) SQL Server Analysis Services
7 20 (9.05%) Hadoop
7 20 (9.05%) NoSQL
8 16 (7.24%) MS Access
9 15 (6.79%) Relational Database
9 15 (6.79%) SQL Server 2014
10 14 (6.33%) SQL Server 2012
11 11 (4.98%) Apache Hive
12 9 (4.07%) BusinessObjects
12 9 (4.07%) QlikView
12 9 (4.07%) RDBMS
13 8 (3.62%) OLTP
13 8 (3.62%) Oracle Database
13 8 (3.62%) PostgreSQL
Development Applications
1 9 (4.07%) SQL Server Management Studio (SSMS)
2 6 (2.71%) Git (software)
2 6 (2.71%) Subversion
2 6 (2.71%) Visual Studio
3 4 (1.81%) Jenkins
4 3 (1.36%) gulp
4 3 (1.36%) RStudio
4 3 (1.36%) Team Foundation Server
4 3 (1.36%) webpack
5 2 (0.90%) Jasmine
5 2 (0.90%) JIRA
5 2 (0.90%) JSUnit
5 2 (0.90%) Mocha
5 2 (0.90%) Moq
5 2 (0.90%) NUnit
5 2 (0.90%) QUnit
5 2 (0.90%) Rhino Mocks
5 2 (0.90%) Sinon.JS
5 2 (0.90%) TeamCity
6 1 (0.45%) Oracle APEX
General
1 113 (51.13%) Finance
2 33 (14.93%) Banking
3 15 (6.79%) Advertising
4 10 (4.52%) Retail
5 9 (4.07%) Investment Banking
6 8 (3.62%) Front Office
7 5 (2.26%) Legal
7 5 (2.26%) Publishing
8 4 (1.81%) Marketing
9 3 (1.36%) Telecoms
10 1 (0.45%) Aerospace
10 1 (0.45%) Automotive
10 1 (0.45%) Back Office
10 1 (0.45%) Billing
10 1 (0.45%) Financial Institution
10 1 (0.45%) French Language
10 1 (0.45%) General Ledger
10 1 (0.45%) Spanish Language
Job Titles
1 94 (42.53%) Analyst
2 55 (24.89%) Data Analyst
3 43 (19.46%) Developer
4 22 (9.95%) Architect
5 20 (9.05%) Data Quality Analyst
6 19 (8.60%) Quality Analyst
7 17 (7.69%) Business Intelligence Developer
7 17 (7.69%) Systems Analyst
8 15 (6.79%) Business Systems Analyst
8 15 (6.79%) Insurance Systems Analyst
9 14 (6.33%) Data Engineer
10 13 (5.88%) Data Architect
10 13 (5.88%) SQL Developer
11 12 (5.43%) Big Data Architect
11 12 (5.43%) Consultant
12 10 (4.52%) Administrator
12 10 (4.52%) Big Data Engineer
12 10 (4.52%) SQL Server Developer
13 9 (4.07%) Business Analyst
13 9 (4.07%) Business Intelligence Architect
Libraries, Frameworks & Software Standards
1 16 (7.24%) XML
2 13 (5.88%) .NET
3 11 (4.98%) HTML
4 6 (2.71%) AngularJS
4 6 (2.71%) CSS
4 6 (2.71%) Mason
5 5 (2.26%) CSS3
5 5 (2.26%) HTML5
5 5 (2.26%) Middleware
5 5 (2.26%) Web Services
6 4 (1.81%) Visualforce
6 4 (1.81%) WPF
7 3 (1.36%) .NET Framework
7 3 (1.36%) Angular 2
7 3 (1.36%) jQuery
7 3 (1.36%) Kafka
7 3 (1.36%) LESS
7 3 (1.36%) Sass
8 2 (0.90%) RequireJS
8 2 (0.90%) Unity DI Container
Miscellaneous
1 39 (17.65%) Analytical Skills
2 37 (16.74%) Data Structures
3 29 (13.12%) Management Information System
4 16 (7.24%) Greenfield Project
5 8 (3.62%) Computer Science
5 8 (3.62%) Reference Data
5 8 (3.62%) Self-Motivation
6 7 (3.17%) Credit Risk
7 6 (2.71%) Fintech
8 5 (2.26%) Market Risk
8 5 (2.26%) Tandem
9 4 (1.81%) Enterprise Software
10 3 (1.36%) Replication
11 2 (0.90%) Algorithms
11 2 (0.90%) Clustering
11 2 (0.90%) Derivative
11 2 (0.90%) Mainframe
11 2 (0.90%) Virtual Team
12 1 (0.45%) Marketing Technology
12 1 (0.45%) OTC Derivatives
Operating Systems
1 10 (4.52%) Windows
2 9 (4.07%) Linux
3 7 (3.17%) Solaris
4 6 (2.71%) Unix
5 5 (2.26%) AIX
5 5 (2.26%) HPUX
6 3 (1.36%) Red Hat Enterprise Linux
7 1 (0.45%) Data ONTAP
7 1 (0.45%) Oracle Linux
7 1 (0.45%) Windows 10
7 1 (0.45%) Windows 7
Processes & Methodologies
1 65 (29.41%) Analytics
2 54 (24.43%) ETL
3 52 (23.53%) Data Analysis
4 51 (23.08%) Business Intelligence
5 34 (15.38%) Data Analytics
5 34 (15.38%) Data Governance
6 33 (14.93%) Data Modelling
7 32 (14.48%) Agile Software Development
8 31 (14.03%) Data Integration
9 30 (13.57%) Project Management
10 24 (10.86%) Stakeholder Management
11 23 (10.41%) Business Analysis
12 22 (9.95%) Migration
13 20 (9.05%) ITIL
13 20 (9.05%) SDLC
13 20 (9.05%) Visualisation
14 19 (8.60%) Metadata Management
14 19 (8.60%) Software Engineering
15 18 (8.14%) Service Delivery
16 16 (7.24%) Data Architecture
Programming Languages
1 122 (55.20%) SQL
2 37 (16.74%) VB
3 26 (11.76%) T-SQL
4 19 (8.60%) Java
5 18 (8.14%) VBA
6 16 (7.24%) Python
7 12 (5.43%) C#
8 7 (3.17%) R
9 4 (1.81%) Apex Code
10 3 (1.36%) JavaScript
10 3 (1.36%) Shell Script
10 3 (1.36%) TypeScript
11 2 (0.90%) C
11 2 (0.90%) Scala
12 1 (0.45%) Perl
12 1 (0.45%) PL/SQL
12 1 (0.45%) PowerShell
Qualifications
1 35 (15.84%) Degree
2 18 (8.14%) ISEB
3 4 (1.81%) Security Cleared
4 3 (1.36%) CISM
4 3 (1.36%) CISSP
4 3 (1.36%) Computer Science Degree
4 3 (1.36%) MBA
4 3 (1.36%) Microsoft Certification
5 2 (0.90%) ITIL Certification
5 2 (0.90%) PMI Certification
5 2 (0.90%) PMP
6 1 (0.45%) ACCA
6 1 (0.45%) CISA
6 1 (0.45%) DV Cleared
6 1 (0.45%) Master's Degree
6 1 (0.45%) MCITP
Quality Assurance & Compliance
1 92 (41.63%) Data Quality
2 15 (6.79%) GDPR
3 9 (4.07%) QA
4 8 (3.62%) Solvency II
5 5 (2.26%) MiFID
6 3 (1.36%) ISO/IEC 27001
7 2 (0.90%) Cyber Essentials
7 2 (0.90%) Cyber Essentials PLUS
7 2 (0.90%) SLA
8 1 (0.45%) Sarbanes-Oxley
System Software
1 2 (0.90%) Apache Flume
1 2 (0.90%) Apache ZooKeeper
2 1 (0.45%) NFS
Systems Management
1 5 (2.26%) HP Quality Center
2 3 (1.36%) Data Guard
2 3 (1.36%) EMC NetWorker
2 3 (1.36%) Enterprise Manager Cloud Control
2 3 (1.36%) Oracle Enterprise Manager
2 3 (1.36%) Oracle RMAN
3 2 (0.90%) Ansible
3 2 (0.90%) Puppet
4 1 (0.45%) NetBackup
Vendors
1 69 (31.22%) Microsoft
2 43 (19.46%) Oracle
3 17 (7.69%) Tableau
4 9 (4.07%) Siebel
4 9 (4.07%) Sybase
5 8 (3.62%) Salesforce.com
5 8 (3.62%) SAP
6 4 (1.81%) Red Hat
7 3 (1.36%) EMC
7 3 (1.36%) HP
7 3 (1.36%) IBM
7 3 (1.36%) MicroStrategy
8 2 (0.90%) Charles River
8 2 (0.90%) Cloudera
8 2 (0.90%) Google
8 2 (0.90%) Informatica
8 2 (0.90%) Sun
8 2 (0.90%) TSYS
9 1 (0.45%) Alteryx
9 1 (0.45%) ServiceNow