The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 3 months to 22 June 2017 with a comparison to the same period in the previous 2 years.

Data Warehousing
England / East of England
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 155 104 153
Rank change year-on-year -51 +49  
Permanent jobs citing Data Warehouse 110 173 155
As % of all permanent IT jobs advertised in the East of England 1.78% 2.53% 1.89%
As % of the Database & Business Intelligence category 6.42% 9.45% 6.06%
Number of salaries quoted 97 162 114
Median salary £47,500 £45,000 £50,000
Median salary % change year-on-year +5.55% -10.00%  
90% offered a salary of more than £37,000 £32,500 £34,650
10% offered a salary of more than £72,000 £67,500 £65,000
UK excluding London median salary £45,000 £45,000 £45,000

Data Warehouse is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East of England with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
East of England
Permanent job vacancies with a requirement for database and business intelligence skills 1714 1831 2559
As % of all permanent IT job vacancies advertised in the East of England 27.71% 26.73% 31.28%
Number of salaries quoted 1448 1588 2190
Median salary £45,000 £44,000 £45,000
Median salary % change year-on-year +2.27% -2.22%  
90% offered a salary of more than £32,159 £30,000 £30,000
10% offered a salary of more than £60,000 £60,000 £65,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Data Warehouse
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England citing Data Warehouse as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Warehouse in the East of England

Data Warehouse
Salary Trend in the East of England

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

Salary trend for Data Warehouse in the East of England

Data Warehouse
Salary Histogram in the East of England

The salary distribution of IT jobs citing Data Warehouse in the East of England over the 3 months to 22 June 2017.

Salary histogram for Data Warehouse in the East of England

Data Warehouse
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the East of England region over the 3 months to 22 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Hertfordshire -22 31 £70,000 +33.33% 2
Essex +1 25 £47,500 +23.37% 2
Cambridgeshire -37 24 £46,750 +16.87% 1
Suffolk +13 15 £40,000 -11.11% 6
Bedfordshire -6 13 £57,500 +15.00% 1
Norfolk -6 2 £31,625 +9.05% 1
Data Warehouse
England

For the 6 months to 22 June 2017, IT jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the East of England region with a requirement for Data Warehouse.

1 163 (76.53%) SQL
2 133 (62.44%) ETL
3 124 (58.22%) Business Intelligence
4 98 (46.01%) SQL Server
5 83 (38.97%) SQL Server Integration Services
6 81 (38.03%) Agile Software Development
7 79 (37.09%) SQL Server Reporting Services
8 76 (35.68%) Oracle
9 67 (31.46%) Microsoft
10 60 (28.17%) T-SQL
11 57 (26.76%) SQL Server Analysis Services
12 54 (25.35%) Relational Database
13 53 (24.88%) Data Modelling
13 53 (24.88%) Finance
14 51 (23.94%) PL/SQL
15 47 (22.07%) Oracle Database
16 42 (19.72%) Analytical Skills
17 38 (17.84%) Performance Tuning
18 37 (17.37%) Analytics
19 32 (15.02%) Teradata
19 32 (15.02%) SQL Server 2008
19 32 (15.02%) RDBMS
20 29 (13.62%) Linux
21 28 (13.15%) Microsoft Azure
22 24 (11.27%) Big Data
23 23 (10.80%) BusinessObjects
23 23 (10.80%) Data Architecture
24 21 (9.86%) Kimball Methodology
25 20 (9.39%) Marketing
26 19 (8.92%) Microsoft Excel

Data Warehouse
Co-occurring IT Skills in the East of 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 8 (3.76%) Adobe Experience Manager
2 6 (2.82%) Apache Spark
3 4 (1.88%) IIS
3 4 (1.88%) SharePoint
4 3 (1.41%) Confluence
5 2 (0.94%) Apache Pig
Applications
1 19 (8.92%) Microsoft Excel
2 7 (3.29%) MS Visio
3 6 (2.82%) Microsoft PowerPoint
4 1 (0.47%) Microsoft Office
Business Applications
1 8 (3.76%) Adobe Campaign
2 6 (2.82%) SAP R/3
3 4 (1.88%) Oracle Applications
4 3 (1.41%) Cognos TM1
5 2 (0.94%) Cognos Business Intelligence
5 2 (0.94%) Dynamics AX
6 1 (0.47%) Dynamics NAV
Cloud Services
1 28 (13.15%) Microsoft Azure
2 8 (3.76%) Adobe Analytics
3 5 (2.35%) Google Cloud Platform
4 1 (0.47%) Amazon AWS
4 1 (0.47%) SaaS
Communications & Networking
1 2 (0.94%) Cisco ASA
1 2 (0.94%) Firewall
1 2 (0.94%) LAN
1 2 (0.94%) SMS
1 2 (0.94%) VLAN
1 2 (0.94%) VPN
1 2 (0.94%) WAN
1 2 (0.94%) Wireless
2 1 (0.47%) Intranet
Database & Business Intelligence
1 98 (46.01%) SQL Server
2 83 (38.97%) SQL Server Integration Services
3 79 (37.09%) SQL Server Reporting Services
4 57 (26.76%) SQL Server Analysis Services
5 54 (25.35%) Relational Database
6 47 (22.07%) Oracle Database
7 32 (15.02%) RDBMS
7 32 (15.02%) SQL Server 2008
8 24 (11.27%) Big Data
9 23 (10.80%) BusinessObjects
10 19 (8.92%) SQL Server 2012
11 18 (8.45%) OLAP
11 18 (8.45%) QlikView
12 14 (6.57%) SAP BW
13 13 (6.10%) Power BI
14 11 (5.16%) Hadoop
14 11 (5.16%) MySQL
14 11 (5.16%) Oracle ODI
15 10 (4.69%) Azure SQL Database
15 10 (4.69%) Oracle Database 11g
Development Applications
1 5 (2.35%) Selenium
1 5 (2.35%) SQL Server Management Studio (SSMS)
2 3 (1.41%) JIRA
2 3 (1.41%) Visual Studio
3 2 (0.94%) Git (software)
3 2 (0.94%) Octopus Deploy
4 1 (0.47%) HP UFT
4 1 (0.47%) Subversion
4 1 (0.47%) Team Foundation Server
General
1 53 (24.88%) Finance
2 20 (9.39%) Marketing
3 12 (5.63%) Legal
4 10 (4.69%) Banking
5 8 (3.76%) Advertising
6 2 (0.94%) Law
7 1 (0.47%) Automotive
7 1 (0.47%) Billing
7 1 (0.47%) Pharmaceutical
7 1 (0.47%) Retail
Job Titles
1 105 (49.30%) Developer
2 45 (21.13%) Data Warehouse Developer
2 45 (21.13%) SQL Developer
3 35 (16.43%) Analyst
4 34 (15.96%) Business Intelligence Developer
5 30 (14.08%) Oracle Developer
6 29 (13.62%) ETL Developer
7 24 (11.27%) Senior Developer
8 23 (10.80%) Business Intelligence Analyst
9 21 (9.86%) Database Developer
9 21 (9.86%) Oracle Database Developer
10 20 (9.39%) Oracle ETL Developer
10 20 (9.39%) SQL Database Developer
11 19 (8.92%) Administrator
11 19 (8.92%) DBA
12 18 (8.45%) SQL DBA
13 16 (7.51%) Senior Data Warehouse Developer
14 15 (7.04%) Oracle Data Warehouse Developer
15 14 (6.57%) PL/SQL Developer
15 14 (6.57%) Project Manager
Libraries, Frameworks & Software Standards
1 13 (6.10%) .NET
2 8 (3.76%) HTML
2 8 (3.76%) MDX
3 7 (3.29%) ASP.NET
4 6 (2.82%) ASP.NET MVC
5 4 (1.88%) AngularJS
5 4 (1.88%) XML
6 3 (1.41%) .NET Framework
7 2 (0.94%) Entity Framework
7 2 (0.94%) Kafka
7 2 (0.94%) PySpark
7 2 (0.94%) React
7 2 (0.94%) RESTful
7 2 (0.94%) SAP XI
7 2 (0.94%) Twitter Bootstrap
7 2 (0.94%) Web Services
Miscellaneous
1 42 (19.72%) Analytical Skills
2 17 (7.98%) N-Tier
3 13 (6.10%) Computer Science
4 8 (3.76%) Clustering
4 8 (3.76%) Replication
5 7 (3.29%) Data Structures
6 6 (2.82%) Data Protection Act
7 5 (2.35%) Enterprise Software
7 5 (2.35%) Greenfield Project
7 5 (2.35%) Management Information System
8 2 (0.94%) Algorithms
8 2 (0.94%) Data Centre
8 2 (0.94%) PMI
9 1 (0.47%) NHS
Operating Systems
1 29 (13.62%) Linux
2 7 (3.29%) Windows
3 5 (2.35%) Windows Server
4 1 (0.47%) Unix
Processes & Methodologies
1 133 (62.44%) ETL
2 124 (58.22%) Business Intelligence
3 81 (38.03%) Agile Software Development
4 53 (24.88%) Data Modelling
5 38 (17.84%) Performance Tuning
6 37 (17.37%) Analytics
7 23 (10.80%) Data Architecture
8 21 (9.86%) Kimball Methodology
9 19 (8.92%) Waterfall
10 18 (8.45%) Data Analysis
10 18 (8.45%) Data Integration
10 18 (8.45%) Project Management
11 16 (7.51%) Mentoring
11 16 (7.51%) Physical Data Model
11 16 (7.51%) Scrum
12 14 (6.57%) Dimensional Modelling
12 14 (6.57%) OO
13 13 (6.10%) Data Analytics
13 13 (6.10%) Stakeholder Management
14 12 (5.63%) SDLC
Programming Languages
1 163 (76.53%) SQL
2 60 (28.17%) T-SQL
3 51 (23.94%) PL/SQL
4 16 (7.51%) C#
5 12 (5.63%) JavaScript
6 10 (4.69%) Java
6 10 (4.69%) Shell Script
7 7 (3.29%) Python
8 6 (2.82%) R
9 4 (1.88%) Data Analysis Expressions (DAX)
9 4 (1.88%) VBA
10 3 (1.41%) PowerShell
11 2 (0.94%) Scala
12 1 (0.47%) Bash Shell
12 1 (0.47%) Perl
12 1 (0.47%) VB.NET
Qualifications
1 18 (8.45%) Degree
2 10 (4.69%) Microsoft Certification
3 4 (1.88%) Computer Science Degree
4 3 (1.41%) MCSA
5 2 (0.94%) CBAP
5 2 (0.94%) CCA
5 2 (0.94%) CCNA
5 2 (0.94%) Cisco Certification
5 2 (0.94%) Citrix Certification
5 2 (0.94%) ISEB
5 2 (0.94%) MCSD
5 2 (0.94%) PMI Certification
6 1 (0.47%) MCP
6 1 (0.47%) MCSE
Quality Assurance & Compliance
1 9 (4.23%) QA
2 3 (1.41%) Data Quality
3 2 (0.94%) SLA
System Software
1 2 (0.94%) Active Directory
1 2 (0.94%) HDFS
1 2 (0.94%) Hyper-V
1 2 (0.94%) VMware Infrastructure
Systems Management
1 11 (5.16%) Tivoli
2 8 (3.76%) Oozie
3 2 (0.94%) Failover Clustering
3 2 (0.94%) Perfmon
3 2 (0.94%) vCenter Server
4 1 (0.47%) HP Quality Center
Vendors
1 76 (35.68%) Oracle
2 67 (31.46%) Microsoft
3 32 (15.02%) Teradata
4 19 (8.92%) SAP
5 18 (8.45%) Tableau
6 8 (3.76%) Adobe
7 7 (3.29%) Hyperion
8 3 (1.41%) Capita
8 3 (1.41%) Cognos
8 3 (1.41%) MicroStrategy
8 3 (1.41%) Thunderhead
9 2 (0.94%) Cisco
9 2 (0.94%) Cloudera
9 2 (0.94%) Informatica
9 2 (0.94%) VMware
10 1 (0.47%) Dundas
10 1 (0.47%) HP
10 1 (0.47%) IBM
10 1 (0.47%) JD Edwards
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