The table below looks at the statistics for Data Warehouse skills in IT jobs advertised for the East of England region. Included is a guide to the salaries offered in IT jobs that have cited Data Warehouse over the 3 months to 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Data Warehousing
England / East of England
Rank 129 141 139
Rank change year-on-year
+12 -2
Permanent jobs citing Data Warehouse 117 128 136
As % of all permanent IT jobs located in the East of England 2.02% 1.79% 1.86%
As % of the Database & Business Intelligence category 6.93% 6.48% 6.13%
Number of salaries quoted 107 104 106
Median salary £50,000 £52,500 £47,500
Median salary % change year-on-year
-4.76% +10.52%
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £68,000 £65,000 £68,750
UK excluding London median salary £45,000 £45,000 £44,250
% change year-on-year
- +1.69%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the East of England region.

Database & Business Intelligence Category
East of England
Permanent IT job ads with a match in the
Database & Business Intelligence category
1688 1974 2218
As % of all permanent IT jobs located in the East of England 29.15% 27.65% 30.32%
Number of salaries quoted 1402 1619 1803
Median salary £45,000 £45,000 £44,000
Median salary % change year-on-year
- +2.27%
90% offered a salary of more than £32,500 £30,000 £27,500
10% offered a salary of more than £60,000 £65,000 £65,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Warehouse
Jobs Demand Trend in the East of England

The demand trend of job ads across the East of England region citing Data Warehouse as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Data Warehouse Jobs Demand Trend 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 across the East of England region.

Data Warehouse Salary Trend in the East of England

Data Warehouse
Salary Histogram in the East of England

This chart provides a salary histogram for IT jobs citing Data Warehouse across the East of England region over the 3 months to 25 February 2017.

Data Warehouse Salary Histogram 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 25 February 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 -31 33 £52,500 -14.28% 8
Suffolk +35 22 £55,000 -21.42%
Essex +23 21 £50,000 -4.76% 5
Norfolk - 19 £39,000 - 2
Bedfordshire +32 17 £47,500 +86.27% 1
Cambridgeshire -8 6 £60,000 +50.00% 1
Data Warehouse
England

Data Warehouse
Top 30 Related IT Skills in the East of England

For the 6 months to 25 February 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.

1 161 (61.69%) Business Intelligence
2 153 (58.62%) SQL
3 117 (44.83%) SQL Server
4 96 (36.78%) ETL
5 95 (36.40%) SQL Server Integration Services
6 88 (33.72%) SQL Server Reporting Services
7 82 (31.42%) T-SQL
8 75 (28.74%) Microsoft
9 71 (27.20%) Analytics
10 67 (25.67%) Finance
11 66 (25.29%) Agile Software Development
12 65 (24.90%) Analytical Skills
13 62 (23.75%) SQL Server Analysis Services
13 62 (23.75%) Data Modelling
14 59 (22.61%) Oracle
15 53 (20.31%) Relational Database
16 45 (17.24%) SQL Server 2008
16 45 (17.24%) Power BI
17 40 (15.33%) MS Excel
18 36 (13.79%) Tableau
19 33 (12.64%) C#
19 33 (12.64%) .NET
19 33 (12.64%) Data Architecture
20 32 (12.26%) Data Analytics
21 30 (11.49%) OLAP
21 30 (11.49%) Teradata
22 29 (11.11%) JavaScript
23 28 (10.73%) Degree
24 27 (10.34%) SQL Server 2012
25 26 (9.96%) Microsoft Azure

Data Warehouse
Top Related 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 15 (5.75%) Adobe Experience Manager
2 11 (4.21%) IIS
3 7 (2.68%) Confluence
3 7 (2.68%) WebLogic
4 5 (1.92%) JBoss
4 5 (1.92%) Tomcat
4 5 (1.92%) WildFly
5 3 (1.15%) SharePoint
6 2 (0.77%) Apache Spark
6 2 (0.77%) Oracle SOA Suite
7 1 (0.38%) Drupal
7 1 (0.38%) SharePoint 2010
Applications
1 40 (15.33%) MS Excel
2 4 (1.53%) MS Visio
3 2 (0.77%) MS Office
Business Applications
1 15 (5.75%) Adobe Campaign
2 6 (2.30%) SAP BPC
3 4 (1.53%) Oracle BPM
4 2 (0.77%) Cognos TM1
5 1 (0.38%) Dynamics AX
5 1 (0.38%) Dynamics CRM
5 1 (0.38%) Dynamics NAV
5 1 (0.38%) Oracle Applications
5 1 (0.38%) SAP CO
5 1 (0.38%) SAP FI
5 1 (0.38%) SAP FI/CO
Cloud Services
1 26 (9.96%) Microsoft Azure
2 15 (5.75%) Adobe Analytics
3 12 (4.60%) SaaS
4 8 (3.07%) Amazon AWS
5 4 (1.53%) Azure Active Directory
6 2 (0.77%) Cloud Computing
Communications & Networking
1 6 (2.30%) DNS
1 6 (2.30%) Firewall
2 5 (1.92%) FTP
3 4 (1.53%) Skype
3 4 (1.53%) SSH
4 2 (0.77%) Internet
4 2 (0.77%) SMS
5 1 (0.38%) Extranet
5 1 (0.38%) Remote Desktop
Database & Business Intelligence
1 117 (44.83%) SQL Server
2 95 (36.40%) SQL Server Integration Services
3 88 (33.72%) SQL Server Reporting Services
4 62 (23.75%) SQL Server Analysis Services
5 53 (20.31%) Relational Database
6 45 (17.24%) Power BI
6 45 (17.24%) SQL Server 2008
7 30 (11.49%) OLAP
8 27 (10.34%) SQL Server 2012
9 24 (9.20%) Big Data
10 22 (8.43%) QlikView
11 21 (8.05%) MySQL
12 20 (7.66%) SQL Server 2014
13 18 (6.90%) Oracle Database
13 18 (6.90%) SAP BW
14 16 (6.13%) Enterprise Data Warehouse
15 15 (5.75%) BusinessObjects
15 15 (5.75%) Oracle BI EE
15 15 (5.75%) RDBMS
16 12 (4.60%) Hadoop
Development Applications
1 7 (2.68%) JIRA
1 7 (2.68%) Team Foundation Server
2 5 (1.92%) JUnit
2 5 (1.92%) SQL Server Management Studio (SSMS)
3 4 (1.53%) Oracle APEX
4 2 (0.77%) Git (software)
4 2 (0.77%) Talend Open Studio
5 1 (0.38%) ERwin
5 1 (0.38%) Octopus Deploy
5 1 (0.38%) Oracle Forms
5 1 (0.38%) Subversion
5 1 (0.38%) Visual Studio
General
1 67 (25.67%) Finance
2 26 (9.96%) Marketing
3 21 (8.05%) Legal
4 12 (4.60%) Advertising
5 10 (3.83%) Banking
6 5 (1.92%) Pharmaceutical
7 4 (1.53%) Billing
7 4 (1.53%) Manufacturing
8 3 (1.15%) Automotive
9 2 (0.77%) Retail
10 1 (0.38%) Law
10 1 (0.38%) Publishing
Job Titles
1 92 (35.25%) Developer
2 46 (17.62%) Business Intelligence Developer
3 45 (17.24%) Analyst
4 35 (13.41%) SQL Developer
5 28 (10.73%) Business Intelligence Analyst
6 26 (9.96%) Data Analyst
7 24 (9.20%) Architect
7 24 (9.20%) Business Intelligence Manager
8 21 (8.05%) Data Architect
9 20 (7.66%) DBA
10 18 (6.90%) Data Manager
11 17 (6.51%) Data Warehouse Developer
12 16 (6.13%) Administrator
12 16 (6.13%) ETL Developer
13 15 (5.75%) SQL DBA
14 14 (5.36%) Analyst Developer
14 14 (5.36%) Data Warehouse Analyst
14 14 (5.36%) Oracle Developer
15 13 (4.98%) Database Developer
15 13 (4.98%) Senior Developer
Libraries, Frameworks & Software Standards
1 33 (12.64%) .NET
2 24 (9.20%) Web Services
3 23 (8.81%) HTML
4 19 (7.28%) MDX
5 16 (6.13%) XML
6 8 (3.07%) ASP.NET
6 8 (3.07%) CSS
7 6 (2.30%) .NET Framework
7 6 (2.30%) J2EE
7 6 (2.30%) REST
7 6 (2.30%) SOAP
8 5 (1.92%) EJB
8 5 (1.92%) Entity Framework
8 5 (1.92%) Hibernate
8 5 (1.92%) JDBC
8 5 (1.92%) JMS
8 5 (1.92%) JPA
8 5 (1.92%) Servlets
8 5 (1.92%) Spring
8 5 (1.92%) Twitter Bootstrap
Miscellaneous
1 65 (24.90%) Analytical Skills
2 19 (7.28%) Clustering
2 19 (7.28%) Management Information System
3 16 (6.13%) Replication
4 13 (4.98%) N-Tier
5 11 (4.21%) Computer Science
6 10 (3.83%) Enterprise Software
7 6 (2.30%) Algorithms
8 4 (1.53%) Data Structures
9 3 (1.15%) Wiki
10 2 (0.77%) Client/Server
10 2 (0.77%) Life Science
11 1 (0.38%) Fintech
11 1 (0.38%) Internet of Things
11 1 (0.38%) Mainframe
11 1 (0.38%) NHS
Operating Systems
1 22 (8.43%) Linux
2 11 (4.21%) Windows
3 9 (3.45%) Windows Server
4 4 (1.53%) Unix
5 1 (0.38%) Solaris
Processes & Methodologies
1 161 (61.69%) Business Intelligence
2 96 (36.78%) ETL
3 71 (27.20%) Analytics
4 66 (25.29%) Agile Software Development
5 62 (23.75%) Data Modelling
6 33 (12.64%) Data Architecture
7 32 (12.26%) Data Analytics
8 24 (9.20%) Project Management
8 24 (9.20%) Scrum
9 21 (8.05%) Data Integration
9 21 (8.05%) Performance Tuning
9 21 (8.05%) Visualisation
10 20 (7.66%) Migration
11 17 (6.51%) Data Analysis
12 16 (6.13%) Kimball Methodology
13 15 (5.75%) Campaign Management
13 15 (5.75%) Mathematics
13 15 (5.75%) Regulatory Compliance
14 14 (5.36%) Data Management
14 14 (5.36%) Stakeholder Management
Programming Languages
1 153 (58.62%) SQL
2 82 (31.42%) T-SQL
3 33 (12.64%) C#
4 29 (11.11%) JavaScript
5 25 (9.58%) PL/SQL
6 22 (8.43%) Java
7 13 (4.98%) R
7 13 (4.98%) VBA
8 12 (4.60%) Python
9 6 (2.30%) PowerShell
10 4 (1.53%) ABAP
10 4 (1.53%) TypeScript
10 4 (1.53%) VBScript
11 3 (1.15%) VB.NET
12 1 (0.38%) C
12 1 (0.38%) Data Analysis Expressions (DAX)
12 1 (0.38%) MATLAB
12 1 (0.38%) Shell Script
Qualifications
1 28 (10.73%) Degree
2 5 (1.92%) Microsoft Certification
3 1 (0.38%) CCA
3 1 (0.38%) Citrix Certification
3 1 (0.38%) MCSA
3 1 (0.38%) MCSD
Quality Assurance & Compliance
1 6 (2.30%) SLA
2 2 (0.77%) QA
System Software
1 4 (1.53%) Active Directory
2 1 (0.38%) Oracle RAC
2 1 (0.38%) Time Sharing Option
Systems Management
1 3 (1.15%) Microsoft Clustering
2 2 (0.77%) Oozie
3 1 (0.38%) Enterprise Manager Cloud Control
Vendors
1 75 (28.74%) Microsoft
2 59 (22.61%) Oracle
3 36 (13.79%) Tableau
4 30 (11.49%) Teradata
5 26 (9.96%) SAP
6 15 (5.75%) Adobe
7 12 (4.60%) Cognos
7 12 (4.60%) Hyperion
8 9 (3.45%) IBM
9 2 (0.77%) Computacenter
9 2 (0.77%) MicroStrategy
9 2 (0.77%) Talend
10 1 (0.38%) Cloudera
10 1 (0.38%) Cognizant
10 1 (0.38%) Informatica
10 1 (0.38%) JD Edwards
10 1 (0.38%) Telerik
10 1 (0.38%) TOWER Software
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