Period
to 18 July 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 18 July 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > East of England
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 140 180 122
Rank change year-on-year +40 -58 +30
Permanent jobs citing Data Warehouse 267 207 341
As % of all permanent IT jobs advertised in the East of England 2.21% 1.66% 2.40%
As % of the Database & Business Intelligence category 7.85% 5.89% 8.93%
Number of salaries quoted 202 187 320
East of England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -5.26%
10th Percentile £33,750 £33,750 £32,450
90th Percentile £72,500 £75,000 £67,500
England median annual salary £52,500 £50,000 £52,500
% change year-on-year +5.00% -4.76% +0.96%

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 3,400 3,515 3,817
As % of all permanent IT jobs advertised in the East of England 28.12% 28.15% 26.85%
Number of salaries quoted 2,765 2,915 3,205
East of England median annual salary £47,500 £45,000 £43,000
Median salary % change year-on-year +5.56% +4.65% +1.18%
10th Percentile £30,000 £29,050 £26,500
90th Percentile £71,250 £63,750 £65,000
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +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 18 July 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 18 July 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 +37 85 £54,750 -10.61% 15
Cambridgeshire +46 84 £45,000 -14.29% 3
Essex +26 55 £50,000 +5.26% 2
Bedfordshire +16 28 £66,000 +38.95% 6
Norfolk +16 8 £50,000 +37.93% 1
Suffolk -23 7 £60,000 +42.86% 2
Data Warehouse
England

For the 6 months to 18 July 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.

1 184 (68.91%) Business Intelligence
2 152 (56.93%) SQL
3 129 (48.31%) SQL Server
4 115 (43.07%) SQL Server Integration Services
5 106 (39.70%) SQL Server Reporting Services
5 106 (39.70%) Microsoft
6 101 (37.83%) ETL
7 95 (35.58%) SQL Server Analysis Services
8 85 (31.84%) Analytics
9 80 (29.96%) T-SQL
10 71 (26.59%) Agile Software Development
11 68 (25.47%) Data Modelling
12 64 (23.97%) Power BI
13 55 (20.60%) Microsoft Azure
14 47 (17.60%) Analytical Skills
14 47 (17.60%) Big Data
15 46 (17.23%) Microsoft Excel
16 43 (16.10%) Retail
17 41 (15.36%) Finance
18 40 (14.98%) Degree
19 39 (14.61%) Relational Database
20 37 (13.86%) Visualisation
21 36 (13.48%) Hadoop
22 34 (12.73%) Oracle
23 33 (12.36%) Cognos
23 33 (12.36%) Data Integration
24 32 (11.99%) VBA
25 31 (11.61%) Tableau
26 30 (11.24%) Performance Tuning
26 30 (11.24%) SQL Server 2016

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 25 (9.36%) Apache Spark
2 15 (5.62%) BizTalk Server
3 9 (3.37%) Oracle SOA Suite
4 3 (1.12%) Exchange Server 2013
4 3 (1.12%) Skype for Business
5 2 (0.75%) Apache Pig
5 2 (0.75%) NetWeaver
5 2 (0.75%) SharePoint
6 1 (0.37%) IIS
6 1 (0.37%) Oracle Workflow
6 1 (0.37%) WebLogic
Applications
1 46 (17.23%) Microsoft Excel
2 11 (4.12%) Microsoft Office
3 4 (1.50%) Spreadsheet
4 2 (0.75%) Microsoft Project
5 1 (0.37%) Weka
Business Applications
1 29 (10.86%) Cognos Business Intelligence
2 27 (10.11%) Cognos TM1
3 3 (1.12%) Dynamics AX
4 2 (0.75%) Oracle EBS
5 1 (0.37%) Adobe Campaign
5 1 (0.37%) Dynamics CRM
5 1 (0.37%) FastStats
5 1 (0.37%) FastStats PeopleStage
5 1 (0.37%) Oracle 11i
5 1 (0.37%) Oracle BPM
Cloud Services
1 55 (20.60%) Microsoft Azure
2 20 (7.49%) Amazon AWS
3 19 (7.12%) Azure Data Factory
4 9 (3.37%) Office 365
5 3 (1.12%) Amazon EMR
5 3 (1.12%) Amazon Kinesis
5 3 (1.12%) Google App Engine
5 3 (1.12%) Google Cloud Platform
5 3 (1.12%) Serverless
6 1 (0.37%) Amazon S3
6 1 (0.37%) Cloud Computing
6 1 (0.37%) Dynamics 365
6 1 (0.37%) GitHub
6 1 (0.37%) IaaS
6 1 (0.37%) PaaS
Communications & Networking
1 8 (3.00%) FTP
2 7 (2.62%) DNS
3 5 (1.87%) Network Security
4 4 (1.50%) Firewall
5 3 (1.12%) DHCP
5 3 (1.12%) Skype
5 3 (1.12%) TCP/IP
5 3 (1.12%) Wireless
6 2 (0.75%) NAS
Database & Business Intelligence
1 129 (48.31%) SQL Server
2 115 (43.07%) SQL Server Integration Services
3 106 (39.70%) SQL Server Reporting Services
4 95 (35.58%) SQL Server Analysis Services
5 64 (23.97%) Power BI
6 47 (17.60%) Big Data
7 39 (14.61%) Relational Database
8 36 (13.48%) Hadoop
9 30 (11.24%) SQL Server 2016
10 25 (9.36%) Microsoft Analysis Services
11 23 (8.61%) RDBMS
12 20 (7.49%) Apache Hive
13 19 (7.12%) PowerPivot
13 19 (7.12%) SQL Server 2012
14 18 (6.74%) Impala
15 17 (6.37%) NoSQL
16 16 (5.99%) SQL Server 2014
17 15 (5.62%) Microsoft Power View
17 15 (5.62%) OLTP
18 11 (4.12%) SQL Server 2008
Development Applications
1 10 (3.75%) Team Foundation Server
2 9 (3.37%) SQL Server Management Studio (SSMS)
3 3 (1.12%) GitLab
4 2 (0.75%) JIRA
4 2 (0.75%) Oracle APEX
4 2 (0.75%) Subversion
5 1 (0.37%) Bitbucket
5 1 (0.37%) Git (software)
5 1 (0.37%) JDeveloper
5 1 (0.37%) MSTest
5 1 (0.37%) NUnit
5 1 (0.37%) SpecFlow
5 1 (0.37%) Visual Studio
General
1 43 (16.10%) Retail
2 41 (15.36%) Finance
3 24 (8.99%) Marketing
4 20 (7.49%) Advertising
5 7 (2.62%) Publishing
6 5 (1.87%) Automotive
7 4 (1.50%) Banking
8 1 (0.37%) Games
8 1 (0.37%) Legal
8 1 (0.37%) Telecoms
Job Titles
1 77 (28.84%) Developer
2 54 (20.22%) Architect
3 45 (16.85%) Analyst
4 43 (16.10%) Business Intelligence Developer
5 27 (10.11%) Business Intelligence Architect
6 26 (9.74%) Business Intelligence Analyst
7 24 (8.99%) Data Architect
8 19 (7.12%) Consultant
8 19 (7.12%) SQL Developer
9 16 (5.99%) DBA
10 15 (5.62%) Data Warehouse Developer
10 15 (5.62%) Report Developer
11 14 (5.24%) Database Developer
12 12 (4.49%) Senior Developer
12 12 (4.49%) SQL DBA
13 11 (4.12%) Business Intelligence Consultant
13 11 (4.12%) Microsoft BI Consultant
13 11 (4.12%) Microsoft Consultant
13 11 (4.12%) Solutions Architect
13 11 (4.12%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 23 (8.61%) Middleware
2 18 (6.74%) Web Services
3 16 (5.99%) REST
4 14 (5.24%) .NET
5 10 (3.75%) MDX
6 9 (3.37%) SOAP
7 7 (2.62%) Kafka
8 6 (2.25%) ASP.NET
9 5 (1.87%) .NET Framework
9 5 (1.87%) CSS
9 5 (1.87%) Entity Framework
9 5 (1.87%) HTML
10 4 (1.50%) Google Maps API
10 4 (1.50%) JSON
10 4 (1.50%) WPF
11 3 (1.12%) EDI
11 3 (1.12%) Java EE
12 2 (0.75%) RabbitMQ
12 2 (0.75%) WCF
12 2 (0.75%) XML
Miscellaneous
1 47 (17.60%) Analytical Skills
2 27 (10.11%) NHS
3 18 (6.74%) Replication
4 14 (5.24%) Data Structures
5 13 (4.87%) Clustering
6 11 (4.12%) Computer Science
7 9 (3.37%) Greenfield Project
7 9 (3.37%) Management Information System
8 7 (2.62%) User Experience
9 5 (1.87%) EMC VNX
10 4 (1.50%) Self-Motivation
11 3 (1.12%) Fintech
12 2 (0.75%) Virtual Team
13 1 (0.37%) Algorithms
13 1 (0.37%) Enterprise Software
13 1 (0.37%) Mobile Payment
13 1 (0.37%) PKI
13 1 (0.37%) TRADACOMS
Operating Systems
1 30 (11.24%) Windows
2 18 (6.74%) Linux
3 17 (6.37%) Windows Server
4 8 (3.00%) Windows Server 2008
4 8 (3.00%) Windows Server 2012
5 4 (1.50%) Unix
6 3 (1.12%) AIX
7 1 (0.37%) Solaris
7 1 (0.37%) Windows 10
7 1 (0.37%) Windows 7
Processes & Methodologies
1 184 (68.91%) Business Intelligence
2 101 (37.83%) ETL
3 85 (31.84%) Analytics
4 71 (26.59%) Agile Software Development
5 68 (25.47%) Data Modelling
6 37 (13.86%) Visualisation
7 33 (12.36%) Data Integration
8 30 (11.24%) Performance Tuning
9 24 (8.99%) Problem-Solving
10 20 (7.49%) Data Science
10 20 (7.49%) Data Visualisation
10 20 (7.49%) ITIL
11 19 (7.12%) Project Management
12 17 (6.37%) Data Analytics
13 16 (5.99%) Data Extraction
13 16 (5.99%) Scrum
13 16 (5.99%) SDLC
13 16 (5.99%) Stakeholder Management
13 16 (5.99%) Waterfall
14 15 (5.62%) Validation
Programming Languages
1 152 (56.93%) SQL
2 80 (29.96%) T-SQL
3 32 (11.99%) VBA
4 28 (10.49%) Python
5 22 (8.24%) Java
6 15 (5.62%) PowerShell
7 13 (4.87%) C#
8 12 (4.49%) Data Analysis Expressions (DAX)
8 12 (4.49%) PL/SQL
9 6 (2.25%) Go
9 6 (2.25%) Scala
10 3 (1.12%) JavaScript
10 3 (1.12%) R
11 2 (0.75%) Korn
11 2 (0.75%) Shell Script
12 1 (0.37%) ActionScript 2.0
12 1 (0.37%) C++
12 1 (0.37%) MATLAB
12 1 (0.37%) VB
12 1 (0.37%) VBScript
Qualifications
1 40 (14.98%) Degree
2 15 (5.62%) ITIL Foundation Certificate
3 10 (3.75%) Microsoft Certification
3 10 (3.75%) Security Cleared
4 8 (3.00%) SC Cleared
5 7 (2.62%) MCITP
5 7 (2.62%) MCSE
5 7 (2.62%) VMware Certified Professional (VCP)
6 4 (1.50%) DBS Check
7 2 (0.75%) NCDA
7 2 (0.75%) NCIE
7 2 (0.75%) TOGAF Certification
8 1 (0.37%) CBAP
8 1 (0.37%) Computer Science Degree
8 1 (0.37%) ISEB
Quality Assurance & Compliance
1 24 (8.99%) PMO
2 18 (6.74%) QA
3 17 (6.37%) SLA
4 11 (4.12%) GDPR
5 3 (1.12%) Data Quality
5 3 (1.12%) ISO/IEC 20000
System Software
1 17 (6.37%) Active Directory
2 12 (4.49%) VMware Infrastructure
3 7 (2.62%) Apache Flume
3 7 (2.62%) vSphere
4 6 (2.25%) HDFS
5 5 (1.87%) VMware Workstation
6 2 (0.75%) Docker
6 2 (0.75%) Hyper-V
6 2 (0.75%) Oracle RAC
7 1 (0.37%) Microsoft App-V
Systems Management
1 10 (3.75%) Backup Exec
2 8 (3.00%) SCCM
3 5 (1.87%) Oozie
3 5 (1.87%) WSUS
4 4 (1.50%) Systems Management Server (SMS)
5 2 (0.75%) Data Guard
5 2 (0.75%) NetApp OnCommand
5 2 (0.75%) Oracle Enterprise Manager
5 2 (0.75%) Oracle RMAN
6 1 (0.37%) OpenView
6 1 (0.37%) Tivoli
Vendors
1 106 (39.70%) Microsoft
2 34 (12.73%) Oracle
3 33 (12.36%) Cognos
4 31 (11.61%) Tableau
5 23 (8.61%) VMware
6 11 (4.12%) Facebook
6 11 (4.12%) Informatica
6 11 (4.12%) Talend
7 10 (3.75%) Hyperion
7 10 (3.75%) SAP
8 9 (3.37%) NetApp
9 7 (2.62%) Google
10 5 (1.87%) 3PAR
10 5 (1.87%) CommVault
10 5 (1.87%) EMC
10 5 (1.87%) HP
10 5 (1.87%) Kaspersky
10 5 (1.87%) Sophos
10 5 (1.87%) Veeam
10 5 (1.87%) Zerto