Period
to 20 June 2018

The following table provides summary statistics for permanent job vacancies advertised in 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 June 2018 with a comparison to the same period in the previous 2 years.

Data Management
England > London
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 199 222 211
Rank change year-on-year +23 -11 -6
Permanent jobs citing Data Management 1,262 1,113 1,397
As % of all permanent IT jobs advertised in London 1.82% 1.59% 1.70%
As % of the Processes & Methodologies category 1.99% 1.74% 1.86%
Number of salaries quoted 956 892 1,162
London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% -4.96%
10th Percentile £41,250 £35,000 £35,000
90th Percentile £96,250 £92,500 £86,500
England median annual salary £55,000 £50,000 £51,000
% change year-on-year +10.00% -1.96% -2.86%

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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 63,562 64,124 74,991
As % of all permanent IT jobs advertised in London 91.58% 91.60% 91.25%
Number of salaries quoted 51,230 52,481 64,491
London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £35,000 £34,000 £33,500
90th Percentile £95,000 £90,000 £86,250
England median annual salary £50,000 £50,000 £48,500
% change year-on-year - +3.09% +2.11%

Data Management
Job Vacancy Trend in London

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

Job vacancy trend for Data Management in London

Data Management
Salary Trend in London

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

Salary trend for Data Management in London

Data Management
Salary Histogram in London

The salary distribution of IT jobs citing Data Management in London over the 6 months to 20 June 2018.

Salary histogram for Data Management in London

Data Management
Job Locations in 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 London region over the 6 months to 20 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
Central London +10 270 £65,000 +30.00% 30
West London +85 104 £55,000 +12.82% 11
South London -10 20 £47,500 +26.67% 7
East London -6 4 £90,000 +140.00% 9
North London +1 3 £47,500 +34.75% 2
Data Management
England

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

1 521 (41.28%) SQL
2 506 (40.10%) Finance
3 408 (32.33%) Analytics
4 369 (29.24%) Business Intelligence
5 359 (28.45%) SQL Server
6 307 (24.33%) Data Quality
7 291 (23.06%) Agile Software Development
8 279 (22.11%) Data Modelling
9 270 (21.39%) Data Warehouse
10 264 (20.92%) Data Governance
11 251 (19.89%) ETL
12 242 (19.18%) Big Data
13 237 (18.78%) Degree
14 235 (18.62%) Microsoft
15 215 (17.04%) Analytical Skills
16 192 (15.21%) Oracle
17 173 (13.71%) Java
18 170 (13.47%) Banking
19 165 (13.07%) Management Information System
20 164 (13.00%) Data Analysis
21 160 (12.68%) Project Management
22 155 (12.28%) Power BI
23 154 (12.20%) Data Integration
24 149 (11.81%) SQL Server Integration Services
25 145 (11.49%) Data Architecture
26 140 (11.09%) Microsoft Excel
27 129 (10.22%) .NET
27 129 (10.22%) Visualisation
28 128 (10.14%) Problem-Solving
29 124 (9.83%) Python

Data Management
Co-occurring IT Skills in 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 79 (6.26%) SAS
2 57 (4.52%) SharePoint
3 54 (4.28%) Apache Spark
4 39 (3.09%) Apache
5 35 (2.77%) IIS
6 26 (2.06%) Tomcat
7 15 (1.19%) Apache Solr
7 15 (1.19%) MS Exchange
8 11 (0.87%) Exchange Server 2010
9 10 (0.79%) SugarCRM
10 8 (0.63%) Confluence
10 8 (0.63%) Exchange Server 2013
10 8 (0.63%) Skype for Business
11 6 (0.48%) Apache Pig
12 5 (0.40%) ArcGIS
12 5 (0.40%) Elasticsearch
13 4 (0.32%) Gentran
13 4 (0.32%) Tuxedo
13 4 (0.32%) WebSphere
14 3 (0.24%) WordPress
Applications
1 140 (11.09%) Microsoft Excel
2 61 (4.83%) Microsoft Office
3 44 (3.49%) MS Visio
4 38 (3.01%) Microsoft PowerPoint
5 26 (2.06%) Spreadsheet
6 12 (0.95%) SPSS
7 10 (0.79%) Microsoft Project
8 2 (0.16%) Adobe Creative Suite
8 2 (0.16%) AutoCAD
8 2 (0.16%) Gephi
8 2 (0.16%) InVision
9 1 (0.079%) Acrobat
9 1 (0.079%) Adobe Illustrator
9 1 (0.079%) EViews
9 1 (0.079%) InDesign
9 1 (0.079%) Photoshop
9 1 (0.079%) ProjectWise
9 1 (0.079%) Revit
9 1 (0.079%) SPSS Modeler
Business Applications
1 25 (1.98%) Markit EDM
2 22 (1.74%) Dynamics CRM
3 16 (1.27%) thinkFolio
4 8 (0.63%) Actimize
4 8 (0.63%) Remedy ITSM
5 7 (0.55%) SAP MDG
6 6 (0.48%) Dynamics NAV
6 6 (0.48%) Eloqua
6 6 (0.48%) JDE OneWorld
6 6 (0.48%) SAP Forecasting and Replenishment
6 6 (0.48%) SAP Retail
7 5 (0.40%) LatentZero
7 5 (0.40%) Salesforce.com CRM
8 4 (0.32%) CSG Singleview
8 4 (0.32%) Oracle Receivables
8 4 (0.32%) PeopleSoft CRM
9 3 (0.24%) Eagle PACE
9 3 (0.24%) HFM
9 3 (0.24%) SAP Hybris
10 2 (0.16%) SAP CAR
Cloud Services
1 91 (7.21%) Amazon AWS
2 69 (5.47%) Microsoft Azure
3 25 (1.98%) Office 365
4 23 (1.82%) SaaS
5 21 (1.66%) Google Cloud Platform
6 15 (1.19%) Cloud Computing
7 9 (0.71%) AWS Lambda
7 9 (0.71%) Serverless
7 9 (0.71%) Slack
8 7 (0.55%) Amazon EMR
8 7 (0.55%) Azure Data Factory
9 6 (0.48%) Amazon EC2
9 6 (0.48%) Dynamics 365
9 6 (0.48%) npm
10 5 (0.40%) Amazon S3
10 5 (0.40%) GitHub
10 5 (0.40%) Google Analytics
11 4 (0.32%) Cortana Intelligence Suite
11 4 (0.32%) MailChimp
11 4 (0.32%) OpenShift
Communications & Networking
1 16 (1.27%) SAN
2 15 (1.19%) TCP/IP
3 14 (1.11%) DNS
4 13 (1.03%) Firewall
5 11 (0.87%) DHCP
5 11 (0.87%) LAN
6 10 (0.79%) Internet
7 8 (0.63%) Skype
7 8 (0.63%) VPN
7 8 (0.63%) WAN
8 6 (0.48%) HTTP
8 6 (0.48%) iSCSI
8 6 (0.48%) NAS
9 4 (0.32%) Broadband
9 4 (0.32%) FTP
9 4 (0.32%) Wireless
10 3 (0.24%) Network Security
10 3 (0.24%) VLAN
11 2 (0.16%) 4G
11 2 (0.16%) SSL
Database & Business Intelligence
1 359 (28.45%) SQL Server
2 270 (21.39%) Data Warehouse
3 242 (19.18%) Big Data
4 155 (12.28%) Power BI
5 149 (11.81%) SQL Server Integration Services
6 108 (8.56%) SQL Server Reporting Services
7 90 (7.13%) SQL Server Analysis Services
8 83 (6.58%) Relational Database
9 73 (5.78%) Hadoop
10 63 (4.99%) NoSQL
11 59 (4.68%) MySQL
12 40 (3.17%) Data Mining
13 39 (3.09%) Data Lake
14 37 (2.93%) RDBMS
15 36 (2.85%) Star Schema
16 33 (2.61%) QlikView
17 32 (2.54%) PostgreSQL
18 31 (2.46%) Apache Hive
19 30 (2.38%) Base SAS
20 29 (2.30%) BusinessObjects
Development Applications
1 39 (3.09%) Team Foundation Server
2 29 (2.30%) Jenkins
3 26 (2.06%) JIRA
3 26 (2.06%) SQL Server Management Studio (SSMS)
4 22 (1.74%) ERwin
4 22 (1.74%) Git (software)
5 21 (1.66%) Visual Studio
6 10 (0.79%) Subversion
7 8 (0.63%) TeamCity
8 6 (0.48%) JUnit
8 6 (0.48%) RStudio
8 6 (0.48%) webpack
9 5 (0.40%) Bitbucket
9 5 (0.40%) Eclipse
9 5 (0.40%) GitLab
10 4 (0.32%) Atlassian Bamboo
10 4 (0.32%) Cucumber
10 4 (0.32%) Mocha
10 4 (0.32%) Oracle APEX
10 4 (0.32%) Selenium
General
1 506 (40.10%) Finance
2 170 (13.47%) Banking
3 107 (8.48%) Marketing
4 103 (8.16%) Retail
5 57 (4.52%) Investment Banking
6 55 (4.36%) Financial Institution
7 43 (3.41%) Front Office
7 43 (3.41%) Telecoms
8 38 (3.01%) Legal
9 25 (1.98%) Advertising
10 21 (1.66%) Law
11 13 (1.03%) Billing
12 12 (0.95%) Back Office
13 10 (0.79%) Japanese Language
13 10 (0.79%) Pharmaceutical
13 10 (0.79%) Publishing
14 9 (0.71%) Automotive
15 8 (0.63%) Manufacturing
15 8 (0.63%) Russian Language
16 5 (0.40%) Spanish Language
Job Titles
1 269 (21.32%) Analyst
2 250 (19.81%) Developer
3 144 (11.41%) Architect
4 120 (9.51%) Data Analyst
5 112 (8.87%) Consultant
6 92 (7.29%) Data Architect
7 83 (6.58%) Data Manager
8 82 (6.50%) SQL Developer
9 62 (4.91%) Business Intelligence Developer
10 55 (4.36%) Data Consultant
11 53 (4.20%) Business Analyst
12 43 (3.41%) SQL Server Developer
13 40 (3.17%) Data Engineer
13 40 (3.17%) Java Developer
14 39 (3.09%) SSIS Developer
15 38 (3.01%) Lead Developer
15 38 (3.01%) SQL BI Developer
16 36 (2.85%) SSRS Developer
17 34 (2.69%) SSAS Developer
18 33 (2.61%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 129 (10.22%) .NET
2 100 (7.92%) HTML
3 91 (7.21%) Web Services
4 83 (6.58%) XML
5 62 (4.91%) .NET Framework
6 61 (4.83%) CSS
7 54 (4.28%) Entity Framework
8 51 (4.04%) AngularJS
9 43 (3.41%) jQuery
10 41 (3.25%) Spring
11 32 (2.54%) ASP.NET
12 31 (2.46%) J2EE
13 26 (2.06%) React
13 26 (2.06%) REST
14 24 (1.90%) JSP
15 22 (1.74%) HTML5
16 21 (1.66%) WCF
17 20 (1.58%) ASP.NET MVC
18 19 (1.51%) Kafka
19 18 (1.43%) CSS3
Miscellaneous
1 215 (17.04%) Analytical Skills
2 165 (13.07%) Management Information System
3 94 (7.45%) Data Structures
4 87 (6.89%) Computer Science
5 49 (3.88%) Algorithms
5 49 (3.88%) Greenfield Project
6 47 (3.72%) Fintech
7 42 (3.33%) Hedge funds
8 39 (3.09%) Enterprise Software
9 38 (3.01%) Derivative
9 38 (3.01%) Self-Motivation
10 37 (2.93%) Credit Risk
11 34 (2.69%) User Experience
12 33 (2.61%) Life Science
12 33 (2.61%) Reference Data
13 32 (2.54%) Market Risk
14 26 (2.06%) Data Centre
14 26 (2.06%) Equities
15 19 (1.51%) Cyberthreat
15 19 (1.51%) Fixed Income
Operating Systems
1 90 (7.13%) Windows
2 62 (4.91%) Linux
3 53 (4.20%) Unix
4 37 (2.93%) Solaris
5 27 (2.14%) AIX
5 27 (2.14%) HPUX
6 14 (1.11%) Windows Server 2012
7 12 (0.95%) Windows Server
8 9 (0.71%) Windows Server 2008
9 7 (0.55%) Oracle Linux
10 6 (0.48%) Data ONTAP
11 5 (0.40%) Mac OS X
11 5 (0.40%) Ubuntu
12 3 (0.24%) Android
12 3 (0.24%) Red Hat Enterprise Linux
12 3 (0.24%) SUSE
13 2 (0.16%) Apple iOS
13 2 (0.16%) Windows 10
13 2 (0.16%) Windows 7
13 2 (0.16%) Windows Server 2003
Processes & Methodologies
1 408 (32.33%) Analytics
2 369 (29.24%) Business Intelligence
3 291 (23.06%) Agile Software Development
4 279 (22.11%) Data Modelling
5 264 (20.92%) Data Governance
6 251 (19.89%) ETL
7 164 (13.00%) Data Analysis
8 160 (12.68%) Project Management
9 154 (12.20%) Data Integration
10 145 (11.49%) Data Architecture
11 129 (10.22%) Visualisation
12 128 (10.14%) Problem-Solving
13 123 (9.75%) Migration
14 118 (9.35%) Data Analytics
14 118 (9.35%) Stakeholder Management
15 89 (7.05%) Investment Management
16 87 (6.89%) Machine Learning
17 86 (6.81%) CRM
17 86 (6.81%) ITIL
18 83 (6.58%) Business Analysis
Programming Languages
1 521 (41.28%) SQL
2 173 (13.71%) Java
3 124 (9.83%) Python
4 95 (7.53%) JavaScript
5 82 (6.50%) C#
6 78 (6.18%) T-SQL
7 52 (4.12%) VB
7 52 (4.12%) VBA
8 39 (3.09%) R
9 35 (2.77%) Scala
10 21 (1.66%) C
10 21 (1.66%) PL/SQL
11 18 (1.43%) PowerShell
12 12 (0.95%) C++
12 12 (0.95%) Perl
13 8 (0.63%) Apex Code
13 8 (0.63%) Shell Script
14 7 (0.55%) MATLAB
15 6 (0.48%) ABAP
15 6 (0.48%) Java 8
Qualifications
1 237 (18.78%) Degree
2 31 (2.46%) Computer Science Degree
3 29 (2.30%) ISEB
4 21 (1.66%) CISM
4 21 (1.66%) CISSP
5 20 (1.58%) Master's Degree
6 13 (1.03%) Numerate Degree
6 13 (1.03%) Security Cleared
7 12 (0.95%) MBA
7 12 (0.95%) PMI Certification
8 11 (0.87%) PhD
9 10 (0.79%) CISA
10 9 (0.71%) PMP
11 8 (0.63%) CIPD
11 8 (0.63%) Microsoft Certification
12 7 (0.55%) ITIL Certification
13 6 (0.48%) MCSE
14 4 (0.32%) MCSA
14 4 (0.32%) PRINCE2 Certification
15 3 (0.24%) ACCA
Quality Assurance & Compliance
1 307 (24.33%) Data Quality
2 81 (6.42%) GDPR
3 77 (6.10%) QA
4 22 (1.74%) ISO/IEC 27001
5 20 (1.58%) Solvency II
6 14 (1.11%) Cyber Essentials
6 14 (1.11%) Cyber Essentials PLUS
7 8 (0.63%) MiFID
8 7 (0.55%) FATCA
8 7 (0.55%) IFRS
8 7 (0.55%) IFRS 9
9 6 (0.48%) Dodd-Frank
9 6 (0.48%) PMO
10 5 (0.40%) GCP
10 5 (0.40%) SLA
11 4 (0.32%) GxP
12 3 (0.24%) COBIT
12 3 (0.24%) Government Security Classifications
13 2 (0.16%) HL7
13 2 (0.16%) Sarbanes-Oxley
System Software
1 29 (2.30%) Active Directory
2 13 (1.03%) VMware Infrastructure
3 10 (0.79%) Apache ZooKeeper
3 10 (0.79%) HDFS
3 10 (0.79%) Virtual Machines
4 9 (0.71%) Docker
5 8 (0.63%) Apache Flume
5 8 (0.63%) VMware Server
6 6 (0.48%) NFS
7 4 (0.32%) Hyper-V
8 3 (0.24%) Microsoft App-V
8 3 (0.24%) Oracle RAC
8 3 (0.24%) XenApp
9 2 (0.16%) VMware ESXi
10 1 (0.079%) Microsoft Virtual Server
10 1 (0.079%) Virtual Servers
Systems Management
1 10 (0.79%) Ansible
2 9 (0.71%) Oozie
2 9 (0.71%) Puppet
3 8 (0.63%) Opscode Chef
4 7 (0.55%) HP Quality Center
5 6 (0.48%) Kubernetes
5 6 (0.48%) NetBackup
6 4 (0.32%) Ambari
7 3 (0.24%) AirWatch
7 3 (0.24%) Data Guard
7 3 (0.24%) EMC NetWorker
7 3 (0.24%) Enterprise Manager Cloud Control
7 3 (0.24%) Oracle Enterprise Manager
7 3 (0.24%) Oracle RMAN
7 3 (0.24%) Systems Management Server (SMS)
8 2 (0.16%) Docker Swarm
8 2 (0.16%) Jamf Pro
8 2 (0.16%) logstash
8 2 (0.16%) Microsoft Intune
8 2 (0.16%) SCCM
Vendors
1 235 (18.62%) Microsoft
2 192 (15.21%) Oracle
3 123 (9.75%) Tableau
4 64 (5.07%) Talend
5 58 (4.60%) Salesforce.com
6 54 (4.28%) Informatica
7 44 (3.49%) MicroStrategy
8 43 (3.41%) Alteryx
9 41 (3.25%) SAP
10 33 (2.61%) IBM
11 29 (2.30%) Ab Initio
12 28 (2.22%) Cognizant
12 28 (2.22%) Google
13 20 (1.58%) Cloudera
14 18 (1.43%) Charles River
15 17 (1.35%) VMware
16 16 (1.27%) CA
16 16 (1.27%) HP
17 13 (1.03%) Adobe
17 13 (1.03%) ServiceNow