Period
to 26 May 2018

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Enterprise Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Enterprise Data Warehouse over the 6 months to 26 May 2018 with a comparison to the same period in the previous 2 years.

Enterprise Data Warehouse (EDW)
UK > England
6 months to
26 May 2018
Same period 2017 Same period 2016
Rank 1003 970 988
Rank change year-on-year -33 +18 +63
Permanent jobs citing Enterprise Data Warehouse 165 175 256
As % of all permanent IT jobs advertised in England 0.10% 0.11% 0.14%
As % of the Database & Business Intelligence category 0.33% 0.35% 0.44%
Number of salaries quoted 133 143 208
England median annual salary £60,000 £51,500 £60,000
Median salary % change year-on-year +16.50% -14.17% -7.69%
10th Percentile £40,250 £37,500 £44,625
90th Percentile £100,000 £77,500 £77,875
UK median annual salary £60,000 £51,500 £60,000
% change year-on-year +16.50% -14.17% -7.69%

Enterprise 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 England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 50,049 49,381 58,451
As % of all permanent IT jobs advertised in England 30.77% 30.71% 30.96%
Number of salaries quoted 41,231 42,359 50,378
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £29,750 £29,000
90th Percentile £81,250 £77,500 £75,000
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Enterprise Data Warehouse
Job Vacancy Trend in England

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

Job vacancy trend for Enterprise Data Warehouse in England

Enterprise Data Warehouse
Salary Trend in England

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

Salary trend for Enterprise Data Warehouse in England

Enterprise Data Warehouse
Salary Histogram in England

The salary distribution of IT jobs citing Enterprise Data Warehouse in England over the 6 months to 26 May 2018.

Salary histogram for Enterprise Data Warehouse in England

Enterprise Data Warehouse
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Enterprise Data Warehouse within the England region over the 6 months to 26 May 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 -10 96 £65,000 +8.33% 11
North of England +5 25 £52,500 -8.70%
Midlands +6 21 £52,500 +23.53% 5
Yorkshire - 12 £52,500 -
East Midlands +1 11 £50,000 +3.63% 2
North West -11 11 £40,000 -30.43%
West Midlands +5 10 £77,500 +82.35% 3
South East -21 8 £50,000 -7.41% 2
South West -29 8 £52,500 +23.53%
East of England -9 6 £60,000 -20.00% 1
North East - 2 £50,000 -
Enterprise Data Warehouse
UK

For the 6 months to 26 May 2018, IT jobs citing Enterprise 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 England region with a requirement for Enterprise Data Warehouse.

1 151 (91.52%) Data Warehouse
2 133 (80.61%) Business Intelligence
3 104 (63.03%) SQL
4 83 (50.30%) ETL
5 73 (44.24%) SQL Server Integration Services
6 71 (43.03%) Finance
7 70 (42.42%) SQL Server
8 69 (41.82%) Microsoft
9 61 (36.97%) Data Modelling
10 58 (35.15%) Agile Software Development
11 52 (31.52%) Analytics
12 45 (27.27%) SQL Server Analysis Services
13 41 (24.85%) SQL Server Reporting Services
14 38 (23.03%) Big Data
15 35 (21.21%) Data Management
16 34 (20.61%) T-SQL
17 33 (20.00%) Kimball Methodology
18 32 (19.39%) JSON
19 28 (16.97%) Hadoop
19 28 (16.97%) SDLC
20 27 (16.36%) Oracle
21 25 (15.15%) .NET
21 25 (15.15%) Java
21 25 (15.15%) Data Architecture
22 24 (14.55%) Mentoring
22 24 (14.55%) Analytical Skills
22 24 (14.55%) Tableau
22 24 (14.55%) Web Services
23 22 (13.33%) Data Integration
23 22 (13.33%) SQL Server 2012

Enterprise Data Warehouse
Co-occurring IT Skills in England 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 18 (10.91%) SAS
2 13 (7.88%) Apache Spark
3 5 (3.03%) Apache
3 5 (3.03%) Apache Solr
3 5 (3.03%) Confluence
4 4 (2.42%) Oracle Workflow
4 4 (2.42%) SharePoint
5 1 (0.61%) Apache Pig
5 1 (0.61%) IBM Domino
Applications
1 3 (1.82%) Microsoft Excel
2 1 (0.61%) MS Visio
Business Applications
1 2 (1.21%) Cognos Business Intelligence
2 1 (0.61%) Unica
Cloud Services
1 21 (12.73%) Amazon AWS
2 19 (11.52%) Microsoft Azure
3 9 (5.45%) Google Cloud Platform
4 6 (3.64%) Amazon EMR
4 6 (3.64%) Amazon S3
4 6 (3.64%) AWS Lambda
4 6 (3.64%) Serverless
5 4 (2.42%) Bluemix
5 4 (2.42%) IBM Cloud
5 4 (2.42%) PaaS
5 4 (2.42%) SaaS
6 1 (0.61%) Cloud Computing
Communications & Networking
1 4 (2.42%) FTP
Database & Business Intelligence
1 151 (91.52%) Data Warehouse
2 73 (44.24%) SQL Server Integration Services
3 70 (42.42%) SQL Server
4 45 (27.27%) SQL Server Analysis Services
5 41 (24.85%) SQL Server Reporting Services
6 38 (23.03%) Big Data
7 28 (16.97%) Hadoop
8 22 (13.33%) SQL Server 2012
9 19 (11.52%) OLAP
10 13 (7.88%) Power BI
10 13 (7.88%) QlikView
10 13 (7.88%) Relational Database
11 12 (7.27%) Pentaho
11 12 (7.27%) SQL Server 2014
12 11 (6.67%) Data Lake
13 10 (6.06%) NoSQL
14 9 (5.45%) Apache Hive
14 9 (5.45%) Oracle Database
14 9 (5.45%) SQL Server 2016
15 8 (4.85%) Oracle BI EE
Development Applications
1 12 (7.27%) Visual Studio
2 11 (6.67%) JIRA
2 11 (6.67%) Team Foundation Server
3 5 (3.03%) GitLab
3 5 (3.03%) Jenkins
4 4 (2.42%) ERwin
5 3 (1.82%) ER Studio
6 1 (0.61%) Oracle APEX
6 1 (0.61%) RStudio
6 1 (0.61%) Sonatype Nexus
General
1 71 (43.03%) Finance
2 17 (10.30%) Banking
3 8 (4.85%) Law
4 7 (4.24%) Games
4 7 (4.24%) Marketing
5 4 (2.42%) Advertising
5 4 (2.42%) Billing
5 4 (2.42%) Legal
5 4 (2.42%) Retail
6 2 (1.21%) Financial Institution
6 2 (1.21%) Telecoms
7 1 (0.61%) Automotive
7 1 (0.61%) Back Office
7 1 (0.61%) Corporate Banking
7 1 (0.61%) Investment Banking
Job Titles
1 66 (40.00%) Developer
2 36 (21.82%) Architect
3 35 (21.21%) Business Intelligence Developer
4 28 (16.97%) SQL Developer
5 25 (15.15%) SQL BI Developer
6 24 (14.55%) ETL Developer
7 19 (11.52%) Data Architect
8 12 (7.27%) Analyst
8 12 (7.27%) Solutions Architect
9 9 (5.45%) Business Intelligence Architect
10 8 (4.85%) Business Intelligence Manager
10 8 (4.85%) Data Engineer
10 8 (4.85%) SSIS Developer
11 7 (4.24%) Big Data Engineer
11 7 (4.24%) Data Analyst
11 7 (4.24%) Principal Architect
11 7 (4.24%) Principal Data Architect
11 7 (4.24%) SQL Server BI Developer
11 7 (4.24%) SQL Server Developer
12 6 (3.64%) Enterprise Architect
Libraries, Frameworks & Software Standards
1 32 (19.39%) JSON
2 25 (15.15%) .NET
3 24 (14.55%) Web Services
4 15 (9.09%) XML
5 8 (4.85%) MDX
6 5 (3.03%) Lucene
7 4 (2.42%) AngularJS
7 4 (2.42%) EJB
7 4 (2.42%) HTML
7 4 (2.42%) HTML5
7 4 (2.42%) jQuery
7 4 (2.42%) Node.js
7 4 (2.42%) RESTful
7 4 (2.42%) Spring
7 4 (2.42%) Struts
7 4 (2.42%) Twitter Bootstrap
8 2 (1.21%) FIX Protocol
9 1 (0.61%) Kafka
9 1 (0.61%) RabbitMQ
9 1 (0.61%) Spark Streaming
Miscellaneous
1 24 (14.55%) Analytical Skills
2 18 (10.91%) Self-Motivation
3 17 (10.30%) Hedge funds
4 11 (6.67%) Equities
5 10 (6.06%) Enterprise Software
6 9 (5.45%) Computer Science
7 8 (4.85%) Virtual Team
8 7 (4.24%) Management Information System
9 6 (3.64%) Clustering
9 6 (3.64%) Data Structures
10 5 (3.03%) Reference Data
11 3 (1.82%) Data Centre
12 2 (1.21%) Analytical Mindset
12 2 (1.21%) Derivative
12 2 (1.21%) Fixed Income
13 1 (0.61%) Mobile App
Operating Systems
1 4 (2.42%) Linux
1 4 (2.42%) Unix
Processes & Methodologies
1 133 (80.61%) Business Intelligence
2 83 (50.30%) ETL
3 61 (36.97%) Data Modelling
4 58 (35.15%) Agile Software Development
5 52 (31.52%) Analytics
6 35 (21.21%) Data Management
7 33 (20.00%) Kimball Methodology
8 28 (16.97%) SDLC
9 25 (15.15%) Data Architecture
10 24 (14.55%) Mentoring
11 22 (13.33%) Data Integration
11 22 (13.33%) Problem-Solving
12 21 (12.73%) Time Management
13 18 (10.91%) Data Governance
14 17 (10.30%) Scrum
15 16 (9.70%) Data Reconciliation
15 16 (9.70%) Project Management
16 15 (9.09%) Visualisation
17 14 (8.48%) Master Data Management
18 13 (7.88%) Performance Tuning
Programming Languages
1 104 (63.03%) SQL
2 34 (20.61%) T-SQL
3 25 (15.15%) Java
4 18 (10.91%) Python
5 17 (10.30%) Scala
6 10 (6.06%) PL/SQL
7 8 (4.85%) JavaScript
8 7 (4.24%) R
9 5 (3.03%) C#
10 4 (2.42%) C++
10 4 (2.42%) VBA
11 2 (1.21%) C
12 1 (0.61%) Data Analysis Expressions (DAX)
12 1 (0.61%) PowerShell
12 1 (0.61%) Shell Script
12 1 (0.61%) VB.NET
12 1 (0.61%) VBScript
Qualifications
1 21 (12.73%) Degree
2 8 (4.85%) Computer Science Degree
3 7 (4.24%) Master's Degree
4 4 (2.42%) PMI Certification
4 4 (2.42%) PMP
5 2 (1.21%) SC Cleared
5 2 (1.21%) Security Cleared
Quality Assurance & Compliance
1 20 (12.12%) Data Quality
2 15 (9.09%) QA
3 4 (2.42%) GCP
3 4 (2.42%) SLA
4 1 (0.61%) EMIR
4 1 (0.61%) MiFID
4 1 (0.61%) PMO
System Software
1 7 (4.24%) Apache ZooKeeper
1 7 (4.24%) HDFS
2 4 (2.42%) Docker
3 1 (0.61%) Apache Flume
Systems Management
1 6 (3.64%) Oozie
2 5 (3.03%) Control-M
Vendors
1 69 (41.82%) Microsoft
2 27 (16.36%) Oracle
3 24 (14.55%) Tableau
4 20 (12.12%) Teradata
5 17 (10.30%) Cloudera
6 15 (9.09%) Talend
7 14 (8.48%) Informatica
8 9 (5.45%) Google
8 9 (5.45%) MicroStrategy
9 6 (3.64%) Cognizant
9 6 (3.64%) Dataiku
9 6 (3.64%) Salesforce.com
9 6 (3.64%) WSO2
10 5 (3.03%) Atlassian
10 5 (3.03%) BMC
10 5 (3.03%) MapR
11 4 (2.42%) IBM
11 4 (2.42%) Xamarin
12 3 (1.82%) Cognos
12 3 (1.82%) SAP