Period
to 23 January 2018

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 6 months to 23 January 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > London
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 99 84 71
Rank change year-on-year -15 -13 -2
Permanent jobs citing Data Warehouse 2,195 2,436 3,366
As % of all permanent IT jobs advertised in London 3.12% 3.46% 3.99%
As % of the Database & Business Intelligence category 10.34% 11.62% 12.90%
Number of salaries quoted 1,672 2,168 2,811
London median annual salary £59,750 £60,000 £57,500
Median salary % change year-on-year -0.42% +4.35% -4.17%
10th Percentile £40,000 £39,750 £38,750
90th Percentile £87,500 £92,500 £86,250
England median annual salary £51,750 £55,000 £50,000
% change year-on-year -5.91% +10.00% -4.76%

Data Warehouse is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 21,221 20,956 26,103
As % of all permanent IT jobs advertised in London 30.19% 29.80% 30.91%
Number of salaries quoted 17,379 18,342 22,299
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £36,250 £35,000 £35,000
90th Percentile £88,750 £87,500 £85,000
England median annual salary £50,000 £47,500 £46,230
% change year-on-year +5.26% +2.75% +2.73%

Data Warehouse
Job Vacancy Trend in London

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

Job vacancy trend for Data Warehouse in London

Data Warehouse
Salary Trend in London

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

Salary trend for Data Warehouse in London

Data Warehouse
Salary Histogram in London

The salary distribution of IT jobs citing Data Warehouse in London over the 6 months to 23 January 2018.

Salary histogram for Data Warehouse in London

Data Warehouse
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 Warehouse within the London region over the 6 months to 23 January 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 -19 481 £57,500 -4.17% 79
West London -6 98 £52,500 -4.55% 34
South London -9 36 £40,000 -40.74% 6
East London +13 14 £55,000 -22.81% 10
North London +4 13 £42,500 -43.33% 2
Data Warehouse
England

For the 6 months to 23 January 2018, IT jobs citing Data Warehouse 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 Warehouse.

1 1,464 (66.70%) SQL
2 1,383 (63.01%) Business Intelligence
3 1,047 (47.70%) SQL Server
4 961 (43.78%) ETL
5 794 (36.17%) Finance
6 736 (33.53%) SQL Server Integration Services
7 702 (31.98%) Analytics
8 700 (31.89%) Agile Software Development
9 663 (30.21%) Microsoft
10 587 (26.74%) SQL Server Reporting Services
11 547 (24.92%) Data Modelling
12 525 (23.92%) SQL Server Analysis Services
13 489 (22.28%) T-SQL
14 467 (21.28%) Big Data
15 429 (19.54%) Oracle
16 379 (17.27%) Analytical Skills
17 378 (17.22%) Tableau
18 369 (16.81%) Power BI
19 354 (16.13%) Python
20 347 (15.81%) Microsoft Azure
21 329 (14.99%) Visualisation
22 286 (13.03%) Data Management
23 278 (12.67%) Java
24 277 (12.62%) Banking
25 253 (11.53%) Hadoop
26 247 (11.25%) Degree
27 240 (10.93%) Data Architecture
28 236 (10.75%) Data Quality
29 235 (10.71%) Asset Management
30 231 (10.52%) OLAP

Data Warehouse
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
1 195 (8.88%) Apache Spark
2 93 (4.24%) SAS
3 62 (2.82%) SharePoint
4 28 (1.28%) Apache
5 20 (0.91%) Elasticsearch
6 18 (0.82%) Apache Airflow
6 18 (0.82%) Apache Solr
6 18 (0.82%) Confluence
7 15 (0.68%) IIS
8 14 (0.64%) Tomcat
9 10 (0.46%) Apache Pig
9 10 (0.46%) JBoss
9 10 (0.46%) WebSphere
10 7 (0.32%) Oracle SOA Suite
11 6 (0.27%) Luigi
12 4 (0.18%) CMS
12 4 (0.18%) Kentico
12 4 (0.18%) SharePoint Server
13 3 (0.14%) BizTalk Server
14 2 (0.091%) NetWeaver
Applications
1 154 (7.02%) Microsoft Excel
2 38 (1.73%) Microsoft PowerPoint
3 30 (1.37%) Microsoft Office
4 20 (0.91%) SPSS
5 17 (0.77%) MS Visio
6 2 (0.091%) Microsoft Project
6 2 (0.091%) Spreadsheet
7 1 (0.046%) Weka
Business Applications
1 20 (0.91%) Dynamics CRM
2 16 (0.73%) Elite 3E
3 13 (0.59%) HFM
3 13 (0.59%) Markit EDM
4 10 (0.46%) Dynamics AX
5 9 (0.41%) BusinessWorks
5 9 (0.41%) TIBCO BusinessEvents
6 8 (0.36%) Cognos TM1
6 8 (0.36%) Salesforce.com CRM
6 8 (0.36%) Unit4 Business World
7 7 (0.32%) Cognos Business Intelligence
7 7 (0.32%) Eikon
7 7 (0.32%) MetaTrader
8 6 (0.27%) Dynamics NAV
8 6 (0.27%) Oracle EBS
9 5 (0.23%) Eagle PACE
9 5 (0.23%) ReMetrica
10 4 (0.18%) Adobe Campaign
10 4 (0.18%) NetSuite
11 2 (0.091%) Unica
Cloud Services
1 347 (15.81%) Microsoft Azure
2 229 (10.43%) Amazon AWS
3 69 (3.14%) Google Cloud Platform
4 59 (2.69%) Azure Data Factory
5 40 (1.82%) Azure Machine Learning
6 36 (1.64%) SaaS
7 31 (1.41%) PaaS
8 29 (1.32%) Cloud Computing
9 26 (1.18%) Cortana Intelligence Suite
10 22 (1.00%) Amazon Kinesis
11 19 (0.87%) Office 365
12 16 (0.73%) IaaS
13 12 (0.55%) Amazon EMR
14 10 (0.46%) Amazon S3
15 8 (0.36%) Data Lake Analytics
15 8 (0.36%) Dynamics 365
16 7 (0.32%) AWS Lambda
16 7 (0.32%) Serverless
17 6 (0.27%) GitHub
17 6 (0.27%) Google Analytics
Communications & Networking
1 37 (1.69%) SSL
2 33 (1.50%) HTTP
3 26 (1.18%) TCP/IP
4 9 (0.41%) Intranet
5 8 (0.36%) Internet
6 5 (0.23%) SMS
7 3 (0.14%) Firewall
8 2 (0.091%) FTP
8 2 (0.091%) MPLS
9 1 (0.046%) Broadband
9 1 (0.046%) DHCP
9 1 (0.046%) DNS
9 1 (0.046%) Network Security
9 1 (0.046%) VLAN
Database & Business Intelligence
1 1,047 (47.70%) SQL Server
2 736 (33.53%) SQL Server Integration Services
3 587 (26.74%) SQL Server Reporting Services
4 525 (23.92%) SQL Server Analysis Services
5 467 (21.28%) Big Data
6 369 (16.81%) Power BI
7 253 (11.53%) Hadoop
8 231 (10.52%) OLAP
9 230 (10.48%) QlikView
10 190 (8.66%) Relational Database
11 171 (7.79%) BusinessObjects
12 132 (6.01%) SQL Server 2016
13 127 (5.79%) Data Lake
14 126 (5.74%) Amazon Redshift
15 120 (5.47%) Oracle OLAP
16 114 (5.19%) NoSQL
17 111 (5.06%) Microsoft Analysis Services
17 111 (5.06%) SQL Server 2012
18 108 (4.92%) SQL Server 2014
19 99 (4.51%) MySQL
Development Applications
1 83 (3.78%) JIRA
2 79 (3.60%) Team Foundation Server
3 52 (2.37%) Git (software)
4 49 (2.23%) Visual Studio
5 45 (2.05%) Jenkins
6 34 (1.55%) SQL Server Management Studio (SSMS)
6 34 (1.55%) TeamCity
7 29 (1.32%) Atlassian Bamboo
7 29 (1.32%) Eclipse
8 27 (1.23%) ERwin
8 27 (1.23%) Selenium
9 26 (1.18%) Subversion
10 25 (1.14%) Bitbucket
11 22 (1.00%) Maven
12 18 (0.82%) Toad
13 11 (0.50%) HP UFT
13 11 (0.50%) JUnit
13 11 (0.50%) Rational Functional Tester
14 10 (0.46%) Mockito
14 10 (0.46%) Oracle APEX
General
1 794 (36.17%) Finance
2 277 (12.62%) Banking
3 183 (8.34%) Investment Banking
4 174 (7.93%) Retail Banking
5 156 (7.11%) Marketing
6 106 (4.83%) Advertising
7 97 (4.42%) Retail
8 60 (2.73%) Publishing
9 56 (2.55%) Games
10 41 (1.87%) Telecoms
11 33 (1.50%) Legal
11 33 (1.50%) Manufacturing
12 27 (1.23%) Law
13 25 (1.14%) Electronics
14 22 (1.00%) Front Office
15 21 (0.96%) Financial Institution
16 14 (0.64%) Pharmaceutical
17 11 (0.50%) Polish Language
18 10 (0.46%) Back Office
19 7 (0.32%) General Ledger
Job Titles
1 882 (40.18%) Developer
2 413 (18.82%) Business Intelligence Developer
3 342 (15.58%) Analyst
4 295 (13.44%) SQL Developer
5 291 (13.26%) Architect
6 178 (8.11%) Data Warehouse Developer
7 175 (7.97%) Data Architect
8 154 (7.02%) Consultant
9 145 (6.61%) SSIS Developer
10 129 (5.88%) Business Analyst
11 128 (5.83%) SQL BI Developer
12 127 (5.79%) Business Developer
13 116 (5.28%) Data Engineer
14 110 (5.01%) SQL Server Developer
15 101 (4.60%) SSRS Developer
16 100 (4.56%) Business Intelligence Analyst
17 99 (4.51%) ETL Developer
18 92 (4.19%) Data Analyst
19 91 (4.15%) Business Intelligence Lead
20 89 (4.05%) Senior Developer
Libraries, Frameworks & Software Standards
1 190 (8.66%) .NET
2 159 (7.24%) Web Services
3 118 (5.38%) MDX
4 104 (4.74%) XML
5 81 (3.69%) Kafka
6 78 (3.55%) HTML
6 78 (3.55%) JSON
7 50 (2.28%) AngularJS
8 47 (2.14%) ASP.NET
9 43 (1.96%) CSS
10 35 (1.59%) jQuery
11 32 (1.46%) Oracle GoldenGate
12 31 (1.41%) React
13 25 (1.14%) Node.js
14 21 (0.96%) WPF
15 20 (0.91%) .NET Framework
16 19 (0.87%) RESTful
17 17 (0.77%) FIX Protocol
17 17 (0.77%) HTML5
17 17 (0.77%) J2EE
Miscellaneous
1 379 (17.27%) Analytical Skills
2 148 (6.74%) Computer Science
3 102 (4.65%) Enterprise Software
4 86 (3.92%) Data Structures
5 77 (3.51%) Management Information System
6 66 (3.01%) User Experience
7 59 (2.69%) Fintech
8 54 (2.46%) Algorithms
9 53 (2.41%) Greenfield Project
10 49 (2.23%) Replication
11 36 (1.64%) Clustering
12 33 (1.50%) Data Centre
13 31 (1.41%) Reference Data
14 27 (1.23%) Equities
15 24 (1.09%) NHS
15 24 (1.09%) PMI
16 23 (1.05%) Hedge funds
17 21 (0.96%) Reinsurance
18 18 (0.82%) Mobile App
18 18 (0.82%) Virtual Team
Operating Systems
1 132 (6.01%) Unix
2 105 (4.78%) Linux
3 64 (2.92%) Windows
4 25 (1.14%) Windows Server
5 11 (0.50%) Windows Server 2012
6 9 (0.41%) Windows Server 2008
7 6 (0.27%) AIX
8 5 (0.23%) Android
9 3 (0.14%) Apple iOS
10 2 (0.091%) Oracle Linux
11 1 (0.046%) Ubuntu
11 1 (0.046%) Windows 10
Processes & Methodologies
1 1,383 (63.01%) Business Intelligence
2 961 (43.78%) ETL
3 702 (31.98%) Analytics
4 700 (31.89%) Agile Software Development
5 547 (24.92%) Data Modelling
6 329 (14.99%) Visualisation
7 286 (13.03%) Data Management
8 240 (10.93%) Data Architecture
9 235 (10.71%) Asset Management
10 222 (10.11%) Kimball Methodology
11 211 (9.61%) Data Analytics
12 207 (9.43%) Scrum
13 204 (9.29%) Data Integration
14 203 (9.25%) Data Visualisation
15 202 (9.20%) SDLC
16 201 (9.16%) Wealth Management
17 171 (7.79%) Dimensional Modelling
18 155 (7.06%) Data Analysis
18 155 (7.06%) Performance Tuning
19 145 (6.61%) Migration
Programming Languages
1 1,464 (66.70%) SQL
2 489 (22.28%) T-SQL
3 354 (16.13%) Python
4 278 (12.67%) Java
5 196 (8.93%) C#
6 195 (8.88%) PL/SQL
7 178 (8.11%) R
8 100 (4.56%) Scala
9 94 (4.28%) JavaScript
10 70 (3.19%) Data Analysis Expressions (DAX)
10 70 (3.19%) Perl
11 57 (2.60%) C++
12 45 (2.05%) Shell Script
13 40 (1.82%) PowerShell
14 34 (1.55%) VB
15 32 (1.46%) PHP
16 30 (1.37%) Bash Shell
17 29 (1.32%) VBA
18 22 (1.00%) VBScript
19 16 (0.73%) C
Qualifications
1 247 (11.25%) Degree
2 71 (3.23%) Computer Science Degree
3 36 (1.64%) ISEB
4 25 (1.14%) PMI Certification
5 22 (1.00%) Security Cleared
6 21 (0.96%) Microsoft Certification
7 18 (0.82%) ITIL Certification
8 17 (0.77%) Numerate Degree
8 17 (0.77%) PMP
9 14 (0.64%) ISTQB
9 14 (0.64%) Six Sigma Black Belt
9 14 (0.64%) Six Sigma Green Belt
10 12 (0.55%) Master's Degree
11 11 (0.50%) MBA
12 10 (0.46%) PhD
13 9 (0.41%) MCSE
13 9 (0.41%) SC Cleared
14 7 (0.32%) CTC Cleared
15 5 (0.23%) MCSA
16 4 (0.18%) MCSD
Quality Assurance & Compliance
1 236 (10.75%) Data Quality
2 175 (7.97%) QA
3 33 (1.50%) GDPR
4 18 (0.82%) GCP
5 11 (0.50%) Solvency II
6 6 (0.27%) SLA
7 5 (0.23%) NEBOSH
7 5 (0.23%) PMO
8 2 (0.091%) IFRS
8 2 (0.091%) IFRS 9
9 1 (0.046%) COBIT
9 1 (0.046%) GAAP
9 1 (0.046%) PCI DSS
9 1 (0.046%) UCITS
System Software
1 18 (0.82%) Docker
2 17 (0.77%) HDFS
3 12 (0.55%) Active Directory
4 8 (0.36%) Apache Flume
5 5 (0.23%) Virtual Machines
6 2 (0.091%) Apache ZooKeeper
6 2 (0.091%) Hyper-V
7 1 (0.046%) Microsoft Virtual Server
7 1 (0.046%) PowerHA
7 1 (0.046%) Virtual Servers
Systems Management
1 12 (0.55%) Oozie
2 9 (0.41%) Hadoop YARN
2 9 (0.41%) Mesos
3 6 (0.27%) Perfmon
4 5 (0.23%) Opscode Chef
5 4 (0.18%) Kubernetes
5 4 (0.18%) Puppet
5 4 (0.18%) SCCM
6 3 (0.14%) Ansible
6 3 (0.14%) Control-M
6 3 (0.14%) Failover Clustering
6 3 (0.14%) Microsoft Clustering
6 3 (0.14%) Terraform
7 2 (0.091%) Kibana
7 2 (0.091%) Rundeck
7 2 (0.091%) Systems Management Server (SMS)
8 1 (0.046%) Oracle Enterprise Manager
8 1 (0.046%) Oracle RMAN
8 1 (0.046%) Tivoli
8 1 (0.046%) Tivoli Monitoring
Vendors
1 663 (30.21%) Microsoft
2 429 (19.54%) Oracle
3 378 (17.22%) Tableau
4 134 (6.10%) Informatica
5 123 (5.60%) SAP
6 94 (4.28%) Talend
7 85 (3.87%) Google
8 83 (3.78%) MicroStrategy
9 76 (3.46%) Teradata
10 66 (3.01%) Cognos
11 50 (2.28%) Alteryx
12 45 (2.05%) IBM
13 43 (1.96%) Cloudera
14 40 (1.82%) Salesforce.com
15 37 (1.69%) Netezza
16 34 (1.55%) TIBCO
17 30 (1.37%) RedGate
18 27 (1.23%) Hyperion
19 25 (1.14%) GoldenSource
20 21 (0.96%) Hortonworks