Period
to 21 September 2018

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 6 months to 21 September 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > East of England
6 months to
21 Sep 2018
Same period 2017 Same period 2016
Rank 122 176 125
Rank change year-on-year +54 -51 +24
Permanent jobs citing Data Warehouse 280 194 310
As % of all permanent IT jobs advertised in the East of England 2.52% 1.67% 2.34%
As % of the Database & Business Intelligence category 9.21% 5.92% 8.68%
Number of salaries quoted 202 171 313
East of England median annual salary £50,000 £50,000 £50,000
10th Percentile £34,750 £33,750 £32,500
90th Percentile £71,125 £75,000 £68,750
England median annual salary £55,000 £50,000 £55,000
% change year-on-year +10.00% -9.09% +10.00%

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 the East of England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East of England
Permanent vacancies with a requirement for database or business intelligence skills 3,039 3,278 3,570
As % of all permanent IT jobs advertised in the East of England 27.39% 28.14% 27.00%
Number of salaries quoted 2,421 2,746 3,056
East of England median annual salary £47,500 £45,000 £43,000
Median salary % change year-on-year +5.56% +4.65% -
10th Percentile £30,750 £30,000 £27,500
90th Percentile £72,500 £65,000 £65,000
England median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +5.56%

Data Warehouse
Job Vacancy Trend in the East of England

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

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 6 months to 21 September 2018.

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 6 months to 21 September 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
Hertfordshire +61 106 £54,500 -9.17% 9
Cambridgeshire +45 70 £44,125 -5.61% 13
Essex +10 41 £50,000 +1.01% 4
Bedfordshire +21 36 £66,000 +10.00% 3
Norfolk +31 14 £27,741 -17.81% 1
Suffolk -15 13 £42,500 +1.19% 2
Data Warehouse
England

For the 6 months to 21 September 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 East of England region with a requirement for Data Warehouse.

1 195 (69.64%) Business Intelligence
2 177 (63.21%) SQL
3 134 (47.86%) Microsoft
4 129 (46.07%) SQL Server
5 125 (44.64%) SQL Server Integration Services
6 123 (43.93%) ETL
7 114 (40.71%) SQL Server Reporting Services
8 103 (36.79%) SQL Server Analysis Services
9 96 (34.29%) Agile Software Development
10 86 (30.71%) T-SQL
11 82 (29.29%) Analytics
12 79 (28.21%) Power BI
13 73 (26.07%) Data Modelling
14 66 (23.57%) Microsoft Azure
15 54 (19.29%) Analytical Skills
16 53 (18.93%) Microsoft Excel
17 50 (17.86%) Finance
18 49 (17.50%) Big Data
19 45 (16.07%) Degree
20 36 (12.86%) Cognos
21 35 (12.50%) Python
21 35 (12.50%) Windows
21 35 (12.50%) Tableau
22 34 (12.14%) Apache Spark
22 34 (12.14%) VBA
22 34 (12.14%) Cognos Business Intelligence
23 32 (11.43%) Cognos TM1
23 32 (11.43%) Retail
23 32 (11.43%) Oracle
24 31 (11.07%) Hadoop

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 34 (12.14%) Apache Spark
2 15 (5.36%) BizTalk Server
3 9 (3.21%) Oracle SOA Suite
4 7 (2.50%) Confluence
5 6 (2.14%) SharePoint
6 3 (1.07%) Exchange Server 2013
6 3 (1.07%) Skype for Business
7 2 (0.71%) Apache
7 2 (0.71%) Oracle Workflow
8 1 (0.36%) IIS
8 1 (0.36%) JBoss
8 1 (0.36%) Tomcat
8 1 (0.36%) WebLogic
8 1 (0.36%) WebSphere
8 1 (0.36%) WebSphere Application Server
Applications
1 53 (18.93%) Microsoft Excel
2 9 (3.21%) Microsoft Office
3 3 (1.07%) Microsoft Project
4 1 (0.36%) Spreadsheet
Business Applications
1 34 (12.14%) Cognos Business Intelligence
2 32 (11.43%) Cognos TM1
3 6 (2.14%) Dynamics CRM
4 5 (1.79%) CiviCRM
5 4 (1.43%) Dynamics AX
6 2 (0.71%) Oracle BPM
6 2 (0.71%) Oracle EBS
7 1 (0.36%) SAP ERP
Cloud Services
1 66 (23.57%) Microsoft Azure
2 28 (10.00%) Azure Data Factory
3 19 (6.79%) Amazon AWS
4 12 (4.29%) Office 365
5 6 (2.14%) Google Cloud Platform
6 4 (1.43%) Amazon Kinesis
6 4 (1.43%) Google App Engine
6 4 (1.43%) Serverless
7 2 (0.71%) Dynamics 365
8 1 (0.36%) Azure Functions
8 1 (0.36%) GitHub
8 1 (0.36%) IaaS
8 1 (0.36%) PaaS
Communications & Networking
1 10 (3.57%) Network Security
2 9 (3.21%) FTP
3 4 (1.43%) DNS
3 4 (1.43%) Firewall
4 3 (1.07%) Skype
5 2 (0.71%) NAS
Database & Business Intelligence
1 129 (46.07%) SQL Server
2 125 (44.64%) SQL Server Integration Services
3 114 (40.71%) SQL Server Reporting Services
4 103 (36.79%) SQL Server Analysis Services
5 79 (28.21%) Power BI
6 49 (17.50%) Big Data
7 31 (11.07%) Hadoop
8 28 (10.00%) NoSQL
8 28 (10.00%) Relational Database
9 23 (8.21%) Microsoft Analysis Services
9 23 (8.21%) RDBMS
10 22 (7.86%) Apache Hive
10 22 (7.86%) Impala
11 20 (7.14%) MongoDB
11 20 (7.14%) OLTP
12 19 (6.79%) Data Lake
13 16 (5.71%) OLAP
13 16 (5.71%) PowerPivot
13 16 (5.71%) SQL Server 2008
14 15 (5.36%) MySQL
Development Applications
1 10 (3.57%) JIRA
2 9 (3.21%) Team Foundation Server
3 5 (1.79%) Oracle Forms
3 5 (1.79%) SoapUI
4 4 (1.43%) GitLab
5 3 (1.07%) SQL Server Management Studio (SSMS)
6 2 (0.71%) Oracle APEX
6 2 (0.71%) Subversion
7 1 (0.36%) Bitbucket
7 1 (0.36%) Git (software)
7 1 (0.36%) JDeveloper
7 1 (0.36%) MSTest
7 1 (0.36%) NUnit
7 1 (0.36%) SpecFlow
7 1 (0.36%) Visual Studio
General
1 50 (17.86%) Finance
2 32 (11.43%) Retail
3 25 (8.93%) Marketing
4 6 (2.14%) Advertising
5 4 (1.43%) Banking
6 3 (1.07%) Automotive
6 3 (1.07%) Legal
7 2 (0.71%) Law
7 2 (0.71%) Publishing
8 1 (0.36%) Manufacturing
Job Titles
1 87 (31.07%) Developer
2 56 (20.00%) Business Intelligence Developer
3 54 (19.29%) Architect
4 53 (18.93%) Analyst
5 33 (11.79%) Business Intelligence Architect
6 32 (11.43%) SQL Developer
7 25 (8.93%) Data Architect
8 23 (8.21%) Business Intelligence Analyst
9 22 (7.86%) Consultant
10 19 (6.79%) Database Developer
11 17 (6.07%) SQL BI Developer
12 16 (5.71%) Senior Developer
13 15 (5.36%) Senior Business Intelligence Developer
14 14 (5.00%) Data Analyst
15 13 (4.64%) Development Manager
16 12 (4.29%) Business Intelligence Consultant
16 12 (4.29%) Data Warehouse Developer
17 11 (3.93%) Microsoft BI Consultant
17 11 (3.93%) Microsoft Consultant
17 11 (3.93%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 22 (7.86%) .NET
2 20 (7.14%) Middleware
3 13 (4.64%) Kafka
3 13 (4.64%) MDX
4 12 (4.29%) SOAP
4 12 (4.29%) Web Services
5 11 (3.93%) REST
6 5 (1.79%) .NET Framework
6 5 (1.79%) ASP.NET
6 5 (1.79%) CSS
6 5 (1.79%) Entity Framework
6 5 (1.79%) HTML
7 4 (1.43%) Java EE
7 4 (1.43%) JSON
7 4 (1.43%) WPF
7 4 (1.43%) XML
8 3 (1.07%) Apache Avro
8 3 (1.07%) SAP XI
9 2 (0.71%) Node.js
9 2 (0.71%) Oracle GoldenGate
Miscellaneous
1 54 (19.29%) Analytical Skills
2 20 (7.14%) NHS
3 16 (5.71%) Management Information System
4 12 (4.29%) Computer Science
4 12 (4.29%) Data Structures
5 8 (2.86%) Replication
6 7 (2.50%) Greenfield Project
6 7 (2.50%) User Experience
7 5 (1.79%) Self-Motivation
8 4 (1.43%) Clustering
8 4 (1.43%) EMC VNX
8 4 (1.43%) EPoS
8 4 (1.43%) Reinsurance
9 3 (1.07%) Virtual Team
10 1 (0.36%) Enterprise Software
10 1 (0.36%) Mobile Payment
10 1 (0.36%) PKI
10 1 (0.36%) TRADACOMS
Operating Systems
1 35 (12.50%) Windows
2 24 (8.57%) Linux
3 19 (6.79%) Windows Server
4 8 (2.86%) Windows Server 2008
4 8 (2.86%) Windows Server 2012
5 6 (2.14%) Unix
6 2 (0.71%) AIX
7 1 (0.36%) Solaris
7 1 (0.36%) Windows 10
7 1 (0.36%) Windows 7
Processes & Methodologies
1 195 (69.64%) Business Intelligence
2 123 (43.93%) ETL
3 96 (34.29%) Agile Software Development
4 82 (29.29%) Analytics
5 73 (26.07%) Data Modelling
6 31 (11.07%) Visualisation
7 30 (10.71%) Data Integration
8 27 (9.64%) Dimensional Modelling
9 26 (9.29%) Problem-Solving
9 26 (9.29%) Waterfall
10 25 (8.93%) Project Management
11 22 (7.86%) Mentoring
12 21 (7.50%) Data Analytics
12 21 (7.50%) Data Extraction
13 20 (7.14%) Business Analysis
13 20 (7.14%) Data Analysis
13 20 (7.14%) ITIL
14 19 (6.79%) Data Science
14 19 (6.79%) Performance Tuning
14 19 (6.79%) Scrum
Programming Languages
1 177 (63.21%) SQL
2 86 (30.71%) T-SQL
3 35 (12.50%) Python
4 34 (12.14%) VBA
5 30 (10.71%) C#
6 27 (9.64%) Java
7 19 (6.79%) PowerShell
8 18 (6.43%) PL/SQL
9 14 (5.00%) Data Analysis Expressions (DAX)
10 12 (4.29%) Go
11 7 (2.50%) Scala
12 6 (2.14%) VB
13 2 (0.71%) ActionScript
13 2 (0.71%) ActionScript 2.0
13 2 (0.71%) JavaScript
13 2 (0.71%) Korn
13 2 (0.71%) PHP
13 2 (0.71%) Shell Script
14 1 (0.36%) ABAP
14 1 (0.36%) C++
Qualifications
1 45 (16.07%) Degree
2 14 (5.00%) ITIL Foundation Certificate
3 10 (3.57%) Security Cleared
4 9 (3.21%) MCITP
4 9 (3.21%) MCSE
4 9 (3.21%) Microsoft Certification
4 9 (3.21%) VMware Certified Professional (VCP)
5 8 (2.86%) SC Cleared
6 2 (0.71%) CBAP
6 2 (0.71%) ISEB
6 2 (0.71%) NCDA
6 2 (0.71%) NCIE
7 1 (0.36%) Computer Science Degree
7 1 (0.36%) DBS Check
Quality Assurance & Compliance
1 18 (6.43%) QA
2 17 (6.07%) PMO
3 15 (5.36%) SLA
4 8 (2.86%) GDPR
5 7 (2.50%) Data Quality
System Software
1 16 (5.71%) Active Directory
2 11 (3.93%) VMware Infrastructure
3 9 (3.21%) vSphere
4 7 (2.50%) Apache Flume
5 6 (2.14%) HDFS
6 5 (1.79%) VMware Workstation
7 2 (0.71%) Hyper-V
7 2 (0.71%) Oracle RAC
8 1 (0.36%) Microsoft App-V
Systems Management
1 9 (3.21%) Backup Exec
2 8 (2.86%) SCCM
3 6 (2.14%) Oozie
4 5 (1.79%) WSUS
5 2 (0.71%) Data Guard
5 2 (0.71%) NetApp OnCommand
5 2 (0.71%) Oracle Enterprise Manager
5 2 (0.71%) Oracle RMAN
5 2 (0.71%) Systems Management Server (SMS)
6 1 (0.36%) OpenView
6 1 (0.36%) Tivoli
Vendors
1 134 (47.86%) Microsoft
2 36 (12.86%) Cognos
3 35 (12.50%) Tableau
4 32 (11.43%) Oracle
5 24 (8.57%) VMware
6 12 (4.29%) Informatica
7 11 (3.93%) Talend
8 10 (3.57%) SAP
9 9 (3.21%) Hyperion
10 8 (2.86%) NetApp
11 6 (2.14%) Google
12 5 (1.79%) Kaspersky
12 5 (1.79%) MicroStrategy
12 5 (1.79%) Sophos
13 4 (1.43%) 3PAR
13 4 (1.43%) CommVault
13 4 (1.43%) EMC
13 4 (1.43%) Hortonworks
13 4 (1.43%) HP
13 4 (1.43%) Veeam