Period
to 15 December 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 15 December 2018 with a comparison to the same period in the previous 2 years.

Data Management
England > London
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 210 178 206
Rank change year-on-year -32 +28 -29
Permanent jobs citing Data Management 1,126 1,458 1,204
As % of all permanent IT jobs advertised in London 1.71% 1.97% 1.62%
As % of the Processes & Methodologies category 1.85% 2.11% 1.76%
Number of salaries quoted 869 1,072 1,054
London median annual salary £62,500 £60,000 £60,000
Median salary % change year-on-year +4.17% - -4.00%
10th Percentile £37,500 £38,250 £36,000
90th Percentile £96,250 £95,000 £92,500
England median annual salary £55,000 £55,000 £55,000

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 60,716 69,041 68,325
As % of all permanent IT jobs advertised in London 92.03% 93.31% 92.17%
Number of salaries quoted 49,019 53,836 58,561
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £35,000 £35,000 £33,500
90th Percentile £95,000 £90,000 £89,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 15 December 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 15 December 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 -11 236 £65,000 +14.04% 36
West London +18 57 £52,500 +10.53% 21
South London +15 27 £47,500 +28.38% 2
East London +17 19 £49,677 -11.69% 13
North London +17 1 £45,000 -18.18% 1
Data Management
England

For the 6 months to 15 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 London region with a requirement for Data Management.

1 482 (42.81%) Finance
2 410 (36.41%) SQL
3 330 (29.31%) Analytics
4 296 (26.29%) Business Intelligence
5 279 (24.78%) Data Warehouse
6 264 (23.45%) Microsoft
7 258 (22.91%) Agile Software Development
8 255 (22.65%) Data Quality
9 252 (22.38%) SQL Server
10 222 (19.72%) ETL
10 222 (19.72%) Degree
11 196 (17.41%) Big Data
12 194 (17.23%) Data Modelling
13 184 (16.34%) Python
14 179 (15.90%) Data Governance
15 175 (15.54%) Analytical Skills
16 168 (14.92%) Java
17 163 (14.48%) Banking
18 145 (12.88%) Microsoft Azure
19 142 (12.61%) SQL Server Integration Services
20 140 (12.43%) Project Management
21 136 (12.08%) Amazon AWS
22 134 (11.90%) Data Analysis
22 134 (11.90%) Problem-Solving
23 129 (11.46%) Migration
24 128 (11.37%) SQL Server Reporting Services
25 127 (11.28%) Power BI
26 125 (11.10%) Oracle
27 120 (10.66%) Data Architecture
28 117 (10.39%) Visualisation

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 64 (5.68%) SAS
2 54 (4.80%) Apache Spark
3 38 (3.37%) SharePoint
4 36 (3.20%) Apache
5 27 (2.40%) MS Exchange
6 26 (2.31%) CMS
7 22 (1.95%) IIS
8 18 (1.60%) Exchange Server 2010
9 17 (1.51%) Tomcat
10 16 (1.42%) Exchange Server 2013
11 10 (0.89%) Apache Pig
11 10 (0.89%) Apache Solr
11 10 (0.89%) nginx
12 9 (0.80%) Confluence
12 9 (0.80%) Marvel
12 9 (0.80%) WordPress
13 8 (0.71%) Skype for Business
14 7 (0.62%) BizTalk Server
14 7 (0.62%) Exchange Server 2007
14 7 (0.62%) SharePoint 2010
Applications
1 112 (9.95%) Microsoft Excel
2 53 (4.71%) MS Visio
3 47 (4.17%) Microsoft Office
4 15 (1.33%) Microsoft PowerPoint
5 10 (0.89%) InVision
6 9 (0.80%) Adobe Creative Suite
7 7 (0.62%) Microsoft Project
8 6 (0.53%) Spreadsheet
9 5 (0.44%) SPSS
10 1 (0.089%) Adobe Illustrator
10 1 (0.089%) AutoCAD
10 1 (0.089%) MicroStation
10 1 (0.089%) Photoshop
10 1 (0.089%) SketchUp
10 1 (0.089%) Stata
Business Applications
1 15 (1.33%) Markit EDM
2 14 (1.24%) Dynamics CRM
2 14 (1.24%) Salesforce.com CRM
3 11 (0.98%) SAP CAR
3 11 (0.98%) SAP Forecasting and Replenishment
3 11 (0.98%) SAP POS DM
3 11 (0.98%) SAP Retail
4 10 (0.89%) Actimize
5 7 (0.62%) Remedy ITSM
6 6 (0.53%) SAP HR
7 5 (0.44%) SAP MDG
7 5 (0.44%) thinkFolio
8 3 (0.27%) Distributed Ledger
8 3 (0.27%) DocuMatrix
8 3 (0.27%) NetSuite
8 3 (0.27%) Relativity
8 3 (0.27%) Ringtail
8 3 (0.27%) SAP ERP
8 3 (0.27%) SAP FI
8 3 (0.27%) SAP FI/CO
Cloud Services
1 145 (12.88%) Microsoft Azure
2 136 (12.08%) Amazon AWS
3 35 (3.11%) Google Cloud Platform
4 29 (2.58%) Office 365
5 23 (2.04%) Cloud Computing
6 19 (1.69%) SaaS
7 18 (1.60%) AWS Lambda
8 16 (1.42%) Azure Data Factory
8 16 (1.42%) Serverless
9 10 (0.89%) Amazon SQS
10 9 (0.80%) PaaS
11 8 (0.71%) Amazon CloudWatch
11 8 (0.71%) Virtual Private Cloud
12 7 (0.62%) Dynamics 365
12 7 (0.62%) GitHub
12 7 (0.62%) IaaS
12 7 (0.62%) iPaaS
13 6 (0.53%) Amazon EMR
13 6 (0.53%) G Suite
13 6 (0.53%) Route 53
Communications & Networking
1 36 (3.20%) DNS
2 34 (3.02%) TCP/IP
3 27 (2.40%) Firewall
4 16 (1.42%) LAN
4 16 (1.42%) WAN
5 15 (1.33%) SAN
5 15 (1.33%) VPN
6 14 (1.24%) DHCP
7 13 (1.15%) Internet
8 11 (0.98%) VLAN
9 6 (0.53%) Network Security
10 5 (0.44%) Cisco IOS
10 5 (0.44%) DKIM
10 5 (0.44%) DMARC
10 5 (0.44%) VoIP
11 4 (0.36%) iSCSI
11 4 (0.36%) SNMP
11 4 (0.36%) Wireless
12 3 (0.27%) Wi-Fi
13 2 (0.18%) Intranet
Database & Business Intelligence
1 279 (24.78%) Data Warehouse
2 252 (22.38%) SQL Server
3 196 (17.41%) Big Data
4 142 (12.61%) SQL Server Integration Services
5 128 (11.37%) SQL Server Reporting Services
6 127 (11.28%) Power BI
7 114 (10.12%) SQL Server Analysis Services
8 84 (7.46%) Relational Database
9 83 (7.37%) Hadoop
10 73 (6.48%) NoSQL
11 45 (4.00%) QlikView
12 43 (3.82%) MySQL
13 41 (3.64%) Data Lake
14 40 (3.55%) Microsoft Analysis Services
15 38 (3.37%) Apache Hive
16 37 (3.29%) PostgreSQL
17 36 (3.20%) HBase
17 36 (3.20%) RDBMS
18 30 (2.66%) MongoDB
19 29 (2.58%) Data Mining
Development Applications
1 51 (4.53%) Jenkins
2 43 (3.82%) Subversion
3 39 (3.46%) Git (software)
4 38 (3.37%) JIRA
5 37 (3.29%) Selenium
6 33 (2.93%) ERwin
7 25 (2.22%) Cucumber
7 25 (2.22%) SQL Server Management Studio (SSMS)
8 23 (2.04%) ER Studio
9 21 (1.87%) Vagrant
10 19 (1.69%) Team Foundation Server
11 12 (1.07%) JUnit
12 11 (0.98%) Maven
12 11 (0.98%) Visual Studio
13 10 (0.89%) HP UFT
14 9 (0.80%) JMeter
15 7 (0.62%) LoadRunner
16 6 (0.53%) RStudio
16 6 (0.53%) Visual Studio Team System
17 5 (0.44%) Metasploit
General
1 482 (42.81%) Finance
2 163 (14.48%) Banking
3 87 (7.73%) Marketing
4 70 (6.22%) Retail
5 36 (3.20%) Telecoms
6 34 (3.02%) Investment Banking
7 32 (2.84%) Advertising
7 32 (2.84%) Financial Institution
8 25 (2.22%) Legal
9 23 (2.04%) Front Office
10 15 (1.33%) Pharmaceutical
11 14 (1.24%) Automotive
12 13 (1.15%) Law
13 11 (0.98%) Back Office
14 6 (0.53%) Games
14 6 (0.53%) General Ledger
15 5 (0.44%) Publishing
16 4 (0.36%) Japanese Language
16 4 (0.36%) Manufacturing
17 3 (0.27%) German Language
Job Titles
1 196 (17.41%) Developer
2 180 (15.99%) Analyst
3 145 (12.88%) Consultant
4 111 (9.86%) Architect
5 86 (7.64%) Data Analyst
6 84 (7.46%) Data Engineer
7 68 (6.04%) Data Architect
8 61 (5.42%) Business Intelligence Developer
9 56 (4.97%) Administrator
10 55 (4.88%) Data Manager
11 44 (3.91%) Business Analyst
12 42 (3.73%) Java Developer
13 37 (3.29%) Project Manager
13 37 (3.29%) SQL Developer
14 32 (2.84%) Senior Consultant
15 29 (2.58%) Data Consultant
16 28 (2.49%) Solutions Architect
17 24 (2.13%) Infrastructure Engineer
18 23 (2.04%) Salesforce Administrator
18 23 (2.04%) SSAS Developer
Libraries, Frameworks & Software Standards
1 97 (8.61%) .NET
2 87 (7.73%) Web Services
3 85 (7.55%) HTML
4 53 (4.71%) XML
5 50 (4.44%) CSS
6 29 (2.58%) REST
7 28 (2.49%) AngularJS
7 28 (2.49%) HTML5
7 28 (2.49%) Kafka
8 26 (2.31%) .NET Framework
8 26 (2.31%) Spring
9 24 (2.13%) JSON
10 22 (1.95%) Entity Framework
11 20 (1.78%) jQuery
12 19 (1.69%) React
13 15 (1.33%) JSP
14 12 (1.07%) GraphQL
15 11 (0.98%) Elastic Stack
15 11 (0.98%) gRPC
15 11 (0.98%) Natural Language Processing
Miscellaneous
1 175 (15.54%) Analytical Skills
2 90 (7.99%) Data Structures
3 86 (7.64%) Management Information System
4 38 (3.37%) Reference Data
5 34 (3.02%) User Experience
6 28 (2.49%) Algorithms
7 27 (2.40%) Greenfield Project
8 25 (2.22%) Fintech
8 25 (2.22%) Self-Motivation
9 24 (2.13%) Life Science
9 24 (2.13%) Taxonomies
10 23 (2.04%) Data Centre
10 23 (2.04%) Mobile App
11 19 (1.69%) Hedge funds
11 19 (1.69%) Market Risk
12 18 (1.60%) Credit Risk
12 18 (1.60%) Virtual Team
13 17 (1.51%) Social Media
14 16 (1.42%) Equities
15 15 (1.33%) Fixed Income
Operating Systems
1 102 (9.06%) Windows
2 85 (7.55%) Linux
3 72 (6.39%) Unix
4 22 (1.95%) Windows Server
5 21 (1.87%) CentOS
5 21 (1.87%) Ubuntu
6 19 (1.69%) Solaris
7 18 (1.60%) AIX
7 18 (1.60%) HPUX
8 13 (1.15%) Windows Server 2012
9 12 (1.07%) Windows Server 2008
10 8 (0.71%) Apple iOS
10 8 (0.71%) Windows 7
11 5 (0.44%) Windows 10
12 4 (0.36%) Mac OS X
13 3 (0.27%) DC/OS
14 2 (0.18%) Android
15 1 (0.089%) Data ONTAP
15 1 (0.089%) Oracle Linux
15 1 (0.089%) VMS
Processes & Methodologies
1 330 (29.31%) Analytics
2 296 (26.29%) Business Intelligence
3 258 (22.91%) Agile Software Development
4 222 (19.72%) ETL
5 194 (17.23%) Data Modelling
6 179 (15.90%) Data Governance
7 140 (12.43%) Project Management
8 134 (11.90%) Data Analysis
8 134 (11.90%) Problem-Solving
9 129 (11.46%) Migration
10 120 (10.66%) Data Architecture
11 117 (10.39%) Visualisation
12 112 (9.95%) Data Integration
13 108 (9.59%) Stakeholder Management
14 102 (9.06%) DevOps
15 95 (8.44%) Data Analytics
16 88 (7.82%) CRM
17 77 (6.84%) Computer Science
18 76 (6.75%) Machine Learning
19 75 (6.66%) Data Protection
Programming Languages
1 410 (36.41%) SQL
2 184 (16.34%) Python
3 168 (14.92%) Java
4 95 (8.44%) T-SQL
5 79 (7.02%) JavaScript
6 72 (6.39%) C#
7 45 (4.00%) PowerShell
8 36 (3.20%) R
9 35 (3.11%) VBA
10 32 (2.84%) Bash Shell
11 30 (2.66%) PHP
12 28 (2.49%) Perl
13 25 (2.22%) Ruby
14 18 (1.60%) C
15 17 (1.51%) Scala
15 17 (1.51%) VB
16 15 (1.33%) Data Analysis Expressions (DAX)
17 10 (0.89%) Erlang
17 10 (0.89%) Haskell
17 10 (0.89%) Rust
Qualifications
1 222 (19.72%) Degree
2 46 (4.09%) Microsoft Certification
3 29 (2.58%) MCSA
4 28 (2.49%) Computer Science Degree
5 23 (2.04%) Security Cleared
6 20 (1.78%) Master's Degree
6 20 (1.78%) MBA
7 18 (1.60%) MCSE
8 15 (1.33%) PMP
9 14 (1.24%) PMI Certification
10 13 (1.15%) PRINCE2 Certification
11 12 (1.07%) PhD
12 10 (0.89%) DV Cleared
13 8 (0.71%) AWS Certification
13 8 (0.71%) SC Cleared
14 7 (0.62%) VMware Certified Professional (VCP)
15 6 (0.53%) CISSP
16 5 (0.44%) ISTQB
17 4 (0.36%) ISEB
18 3 (0.27%) Cisco Certification
Quality Assurance & Compliance
1 255 (22.65%) Data Quality
2 67 (5.95%) GDPR
3 37 (3.29%) QA
4 24 (2.13%) Solvency II
5 20 (1.78%) IFRS
6 19 (1.69%) Dodd-Frank
7 12 (1.07%) FATCA
8 10 (0.89%) PCI DSS
9 6 (0.53%) IFRS 9
10 4 (0.36%) GxP
10 4 (0.36%) ISO 20022
10 4 (0.36%) PMO
10 4 (0.36%) Sarbanes-Oxley
10 4 (0.36%) SLA
11 3 (0.27%) COBIT
11 3 (0.27%) MiFID
12 2 (0.18%) Cyber Essentials
13 1 (0.089%) Actionable Recommendations
13 1 (0.089%) HL7
System Software
1 46 (4.09%) Active Directory
2 44 (3.91%) VMware Infrastructure
3 16 (1.42%) Docker
4 11 (0.98%) Virtual Machines
5 10 (0.89%) HDFS
6 9 (0.80%) Hyper-V
7 8 (0.71%) VMware Server
8 6 (0.53%) Virtual Servers
9 5 (0.44%) KVM
10 4 (0.36%) Microsoft App-V
10 4 (0.36%) Terminal Services
11 3 (0.27%) Apache Flume
11 3 (0.27%) VMware ESXi
11 3 (0.27%) XenApp
12 2 (0.18%) Apache ZooKeeper
12 2 (0.18%) Ceph
13 1 (0.089%) VMware Workstation
Systems Management
1 37 (3.29%) Ansible
2 35 (3.11%) Opscode Chef
3 32 (2.84%) Puppet
4 26 (2.31%) Terraform
5 21 (1.87%) Salt
6 8 (0.71%) Single Sign-On
7 7 (0.62%) HP SIM
8 6 (0.53%) Oozie
8 6 (0.53%) Packer
8 6 (0.53%) SCCM
8 6 (0.53%) SCOM
9 5 (0.44%) Marathon
9 5 (0.44%) Mesos
9 5 (0.44%) Nessus
9 5 (0.44%) Network Intrusion Detection System
9 5 (0.44%) OpenVAS
9 5 (0.44%) QRadar
10 4 (0.36%) AirWatch
10 4 (0.36%) Kubernetes
11 3 (0.27%) HP ALM
Vendors
1 264 (23.45%) Microsoft
2 125 (11.10%) Oracle
3 108 (9.59%) Tableau
4 65 (5.77%) Salesforce.com
5 63 (5.60%) SAP
6 54 (4.80%) VMware
7 51 (4.53%) Google
8 33 (2.93%) Adobe
9 30 (2.66%) Informatica
10 28 (2.49%) HP
11 25 (2.22%) Red Hat
12 23 (2.04%) Splunk
12 23 (2.04%) Talend
13 22 (1.95%) Cisco
14 18 (1.60%) Cloudera
14 18 (1.60%) Cognizant
15 14 (1.24%) Dell
15 14 (1.24%) ServiceNow
16 13 (1.15%) Ab Initio
16 13 (1.15%) IBM