Period
to 21 August 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 21 August 2018 with a comparison to the same period in the previous 2 years.

Enterprise Data Warehouse (EDW)
UK > England
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 991 1001 1001
Rank change year-on-year +10 0 +41
Permanent jobs citing Enterprise Data Warehouse 152 175 233
As % of all permanent IT jobs advertised in England 0.096% 0.11% 0.13%
As % of the Database & Business Intelligence category 0.32% 0.35% 0.42%
Number of salaries quoted 115 138 202
England median annual salary £62,500 £50,000 £60,000
Median salary % change year-on-year +25.00% -16.67% -7.69%
10th Percentile £42,500 £37,500 £32,500
90th Percentile £94,000 £79,125 £77,500
UK median annual salary £60,000 £49,500 £60,000
% change year-on-year +21.21% -17.50% -4.00%

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 47,382 50,517 55,794
As % of all permanent IT jobs advertised in England 30.03% 30.50% 30.05%
Number of salaries quoted 38,751 42,377 48,239
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £30,000 £28,750
90th Percentile £82,500 £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 21 August 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 21 August 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 +36 91 £67,500 +32.35% 8
Midlands +14 23 £80,000 +65.80% 2
West Midlands +44 15 £80,000 +100.00% 2
South East +6 13 £52,000 -3.70% 2
East of England +13 10 £60,000 +50.00%
North of England +25 9 £55,000 -3.51% 1
East Midlands -5 8 £48,750 +1.04%
North West +6 6 £55,000 -3.51% 1
South West -20 4 £85,000 +100.00% 1
Yorkshire +38 3 £55,000 -
Enterprise Data Warehouse
UK

For the 6 months to 21 August 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.

1 138 (90.79%) Data Warehouse
2 111 (73.03%) Business Intelligence
3 82 (53.95%) SQL
4 75 (49.34%) SQL Server
5 65 (42.76%) ETL
6 64 (42.11%) SQL Server Integration Services
7 61 (40.13%) Microsoft
8 51 (33.55%) Finance
9 48 (31.58%) Data Modelling
10 47 (30.92%) Big Data
11 46 (30.26%) Analytics
12 44 (28.95%) SQL Server Reporting Services
12 44 (28.95%) Agile Software Development
13 39 (25.66%) Hadoop
14 35 (23.03%) T-SQL
14 35 (23.03%) SQL Server Analysis Services
15 33 (21.71%) Tableau
16 32 (21.05%) Power BI
17 31 (20.39%) Data Management
18 30 (19.74%) Microsoft Azure
19 29 (19.08%) Visualisation
19 29 (19.08%) Data Architecture
19 29 (19.08%) Java
20 28 (18.42%) Oracle
20 28 (18.42%) Data Quality
21 25 (16.45%) SDLC
22 23 (15.13%) Dimensional Modelling
22 23 (15.13%) Data Integration
23 21 (13.82%) Kimball Methodology
23 21 (13.82%) OLAP

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 13 (8.55%) Apache
1 13 (8.55%) Apache Spark
2 9 (5.92%) SAS
3 8 (5.26%) SharePoint
4 5 (3.29%) Apache Pig
4 5 (3.29%) Confluence
5 2 (1.32%) Apache Solr
Applications
1 7 (4.61%) Microsoft Excel
2 4 (2.63%) MS Visio
3 2 (1.32%) Microsoft Project
Business Applications
1 2 (1.32%) Eloqua
2 1 (0.66%) Unica
Cloud Services
1 30 (19.74%) Microsoft Azure
2 11 (7.24%) Amazon AWS
3 8 (5.26%) PaaS
3 8 (5.26%) SaaS
4 5 (3.29%) Azure Data Factory
5 4 (2.63%) Google Cloud Platform
5 4 (2.63%) IBM Cloud
6 2 (1.32%) Amazon EMR
6 2 (1.32%) Amazon S3
6 2 (1.32%) AWS Lambda
6 2 (1.32%) Serverless
7 1 (0.66%) Cloud Computing
7 1 (0.66%) Cortana Intelligence Suite
Communications & Networking
1 8 (5.26%) FTP
Database & Business Intelligence
1 138 (90.79%) Data Warehouse
2 75 (49.34%) SQL Server
3 64 (42.11%) SQL Server Integration Services
4 47 (30.92%) Big Data
5 44 (28.95%) SQL Server Reporting Services
6 39 (25.66%) Hadoop
7 35 (23.03%) SQL Server Analysis Services
8 32 (21.05%) Power BI
9 21 (13.82%) OLAP
10 17 (11.18%) Relational Database
11 16 (10.53%) Data Lake
12 13 (8.55%) OLTP
13 11 (7.24%) Pentaho
13 11 (7.24%) SQL Server 2012
13 11 (7.24%) SQL Server 2016
14 10 (6.58%) NoSQL
15 9 (5.92%) Apache Hive
15 9 (5.92%) MongoDB
15 9 (5.92%) Qlik Sense
15 9 (5.92%) QlikView
Development Applications
1 11 (7.24%) Team Foundation Server
2 10 (6.58%) JIRA
3 9 (5.92%) ERwin
4 7 (4.61%) Visual Studio
5 4 (2.63%) ER Studio
6 2 (1.32%) GitLab
6 2 (1.32%) Jenkins
6 2 (1.32%) Oracle Forms
7 1 (0.66%) Git (software)
General
1 51 (33.55%) Finance
2 11 (7.24%) Banking
3 10 (6.58%) Marketing
4 5 (3.29%) Retail
5 4 (2.63%) Back Office
6 3 (1.97%) Automotive
6 3 (1.97%) Law
6 3 (1.97%) Legal
7 2 (1.32%) Games
7 2 (1.32%) Manufacturing
8 1 (0.66%) Pharmaceutical
Job Titles
1 62 (40.79%) Developer
2 42 (27.63%) Business Intelligence Developer
3 39 (25.66%) Architect
4 25 (16.45%) SQL Developer
5 23 (15.13%) Solutions Architect
6 21 (13.82%) SQL BI Developer
7 17 (11.18%) Data Architect
8 14 (9.21%) Senior Developer
9 13 (8.55%) ETL Developer
9 13 (8.55%) Senior Business Intelligence Developer
10 11 (7.24%) Analyst
11 8 (5.26%) IT Architect
12 7 (4.61%) SSIS Developer
13 6 (3.95%) Business Intelligence Architect
13 6 (3.95%) Data Analyst
13 6 (3.95%) SQL Server BI Developer
13 6 (3.95%) SQL Server Developer
14 5 (3.29%) Business Manager
14 5 (3.29%) Data Warehouse Analyst
14 5 (3.29%) Junior
Libraries, Frameworks & Software Standards
1 18 (11.84%) .NET
2 13 (8.55%) JSON
3 10 (6.58%) Kafka
4 8 (5.26%) AngularJS
4 8 (5.26%) HTML
4 8 (5.26%) HTML5
4 8 (5.26%) jQuery
4 8 (5.26%) Node.js
4 8 (5.26%) Twitter Bootstrap
5 7 (4.61%) MDX
5 7 (4.61%) Web Services
6 6 (3.95%) XML
7 5 (3.29%) RabbitMQ
7 5 (3.29%) Spark Streaming
8 2 (1.32%) Lucene
Miscellaneous
1 20 (13.16%) Analytical Skills
2 13 (8.55%) Data Structures
2 13 (8.55%) Hedge funds
2 13 (8.55%) Management Information System
3 10 (6.58%) NHS
3 10 (6.58%) Self-Motivation
4 8 (5.26%) Computer Science
5 6 (3.95%) Equities
5 6 (3.95%) Reference Data
6 5 (3.29%) Algorithms
6 5 (3.29%) Virtual Team
7 3 (1.97%) Enterprise Software
8 2 (1.32%) Analytical Mindset
8 2 (1.32%) Clustering
8 2 (1.32%) Reinsurance
9 1 (0.66%) Greenfield Project
9 1 (0.66%) Mobile App
9 1 (0.66%) Replication
Operating Systems
1 2 (1.32%) Unix
Processes & Methodologies
1 111 (73.03%) Business Intelligence
2 65 (42.76%) ETL
3 48 (31.58%) Data Modelling
4 46 (30.26%) Analytics
5 44 (28.95%) Agile Software Development
6 31 (20.39%) Data Management
7 29 (19.08%) Data Architecture
7 29 (19.08%) Visualisation
8 25 (16.45%) SDLC
9 23 (15.13%) Data Integration
9 23 (15.13%) Dimensional Modelling
10 21 (13.82%) Kimball Methodology
11 20 (13.16%) Data Governance
11 20 (13.16%) Project Management
12 16 (10.53%) Data Visualisation
13 15 (9.87%) Data Analysis
14 13 (8.55%) Open Source
15 12 (7.89%) Data Reconciliation
15 12 (7.89%) Decision-Making
15 12 (7.89%) Problem-Solving
Programming Languages
1 82 (53.95%) SQL
2 35 (23.03%) T-SQL
3 29 (19.08%) Java
4 13 (8.55%) Scala
5 11 (7.24%) Python
6 8 (5.26%) JavaScript
6 8 (5.26%) PL/SQL
7 4 (2.63%) Data Analysis Expressions (DAX)
7 4 (2.63%) VBA
8 3 (1.97%) C#
9 2 (1.32%) C
9 2 (1.32%) Delphi
9 2 (1.32%) R
10 1 (0.66%) PowerShell
10 1 (0.66%) Shell Script
Qualifications
1 15 (9.87%) Degree
2 7 (4.61%) Computer Science Degree
3 4 (2.63%) Master's Degree
4 1 (0.66%) Security Cleared
Quality Assurance & Compliance
1 28 (18.42%) Data Quality
2 7 (4.61%) QA
3 2 (1.32%) GDPR
4 1 (0.66%) EMIR
4 1 (0.66%) MiFID
System Software
1 8 (5.26%) Docker
2 7 (4.61%) Apache ZooKeeper
2 7 (4.61%) HDFS
3 5 (3.29%) Apache Flume
Systems Management
1 5 (3.29%) Control-M
2 2 (1.32%) Oozie
Vendors
1 61 (40.13%) Microsoft
2 33 (21.71%) Tableau
3 28 (18.42%) Oracle
4 20 (13.16%) Informatica
5 16 (10.53%) Cloudera
6 12 (7.89%) MapR
7 10 (6.58%) Teradata
8 9 (5.92%) Hortonworks
9 8 (5.26%) Talend
9 8 (5.26%) Xamarin
10 7 (4.61%) Atlassian
11 6 (3.95%) Cognizant
11 6 (3.95%) WSO2
12 5 (3.29%) BMC
13 4 (2.63%) Google
13 4 (2.63%) SAP
14 3 (1.97%) MicroStrategy
14 3 (1.97%) Netezza
15 2 (1.32%) CheckPoint
15 2 (1.32%) Salesforce.com