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

Data Warehousing
England > East of England
6 months to
18 Nov 2018
Same period 2017 Same period 2016
Rank 119 182 124
Rank change year-on-year +63 -58 +12
Permanent jobs citing Data Warehouse 244 187 320
As % of all permanent IT jobs advertised in the East of England 2.42% 1.56% 2.42%
As % of the Database & Business Intelligence category 9.15% 5.62% 8.87%
Number of salaries quoted 182 158 302
East of England median annual salary £47,500 £52,500 £50,000
Median salary % change year-on-year -9.52% +5.00% +5.26%
10th Percentile £34,750 £33,750 £32,500
90th Percentile £70,000 £72,500 £72,500
England median annual salary £55,000 £52,500 £55,000
% change year-on-year +4.76% -4.55% +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 2,667 3,327 3,609
As % of all permanent IT jobs advertised in the East of England 26.45% 27.81% 27.26%
Number of salaries quoted 2,141 2,770 3,041
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £30,000 £30,000 £27,500
90th Percentile £72,500 £67,500 £67,500
England median annual salary £51,250 £50,000 £47,500
% change year-on-year +2.50% +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 November 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 November 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 +43 97 £54,500 -0.91% 12
Cambridgeshire +61 48 £47,250 -27.31% 21
Bedfordshire +22 35 £66,000 +14.78% 3
Essex -11 30 £43,750 -12.50% 3
Norfolk +25 18 £27,741 -23.47% 4
Suffolk -15 16 £36,500 -16.57% 1
Data Warehouse
England

For the 6 months to 18 November 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.

1 182 (74.59%) Business Intelligence
2 165 (67.62%) SQL
3 134 (54.92%) Microsoft
4 121 (49.59%) SQL Server Integration Services
5 118 (48.36%) ETL
6 116 (47.54%) SQL Server
7 112 (45.90%) SQL Server Reporting Services
8 99 (40.57%) SQL Server Analysis Services
9 82 (33.61%) T-SQL
10 81 (33.20%) Agile Software Development
10 81 (33.20%) Power BI
11 66 (27.05%) Analytics
12 65 (26.64%) Microsoft Azure
13 54 (22.13%) Data Modelling
14 46 (18.85%) Big Data
15 43 (17.62%) Analytical Skills
16 42 (17.21%) Finance
17 33 (13.52%) Microsoft Excel
17 33 (13.52%) Dimensional Modelling
18 32 (13.11%) C#
18 32 (13.11%) Visualisation
19 31 (12.70%) Tableau
19 31 (12.70%) Degree
20 30 (12.30%) Azure Data Factory
21 28 (11.48%) Cognos
22 27 (11.07%) Decision-Making
23 26 (10.66%) Apache Spark
23 26 (10.66%) VBA
23 26 (10.66%) Marketing
24 25 (10.25%) Cognos Business Intelligence

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 26 (10.66%) Apache Spark
2 10 (4.10%) BizTalk Server
2 10 (4.10%) Confluence
3 7 (2.87%) SharePoint
4 3 (1.23%) Oracle SOA Suite
5 2 (0.82%) Apache
5 2 (0.82%) Drupal
6 1 (0.41%) JBoss
6 1 (0.41%) Oracle Workflow
6 1 (0.41%) Tomcat
6 1 (0.41%) WebLogic
6 1 (0.41%) WebSphere
6 1 (0.41%) WebSphere Application Server
Applications
1 33 (13.52%) Microsoft Excel
2 5 (2.05%) Microsoft Office
3 1 (0.41%) Microsoft Project
3 1 (0.41%) Spreadsheet
Business Applications
1 25 (10.25%) Cognos Business Intelligence
2 21 (8.61%) Cognos TM1
3 7 (2.87%) Dynamics CRM
4 5 (2.05%) CiviCRM
4 5 (2.05%) Dynamics AX
5 1 (0.41%) NetSuite
5 1 (0.41%) Oracle BPM
5 1 (0.41%) Oracle EBS
5 1 (0.41%) SAP ERP
Cloud Services
1 65 (26.64%) Microsoft Azure
2 30 (12.30%) Azure Data Factory
3 15 (6.15%) Amazon AWS
4 13 (5.33%) Office 365
5 6 (2.46%) Google Cloud Platform
6 4 (1.64%) Amazon Kinesis
6 4 (1.64%) Google App Engine
7 3 (1.23%) Data Lake Analytics
8 2 (0.82%) Dynamics 365
9 1 (0.41%) Amazon EMR
9 1 (0.41%) Amazon S3
9 1 (0.41%) Cloud Computing
9 1 (0.41%) Serverless
Communications & Networking
1 10 (4.10%) Network Security
2 5 (2.05%) FTP
3 4 (1.64%) DNS
3 4 (1.64%) Firewall
4 1 (0.41%) Internet
Database & Business Intelligence
1 121 (49.59%) SQL Server Integration Services
2 116 (47.54%) SQL Server
3 112 (45.90%) SQL Server Reporting Services
4 99 (40.57%) SQL Server Analysis Services
5 81 (33.20%) Power BI
6 46 (18.85%) Big Data
7 25 (10.25%) Hadoop
8 24 (9.84%) Data Lake
9 23 (9.43%) NoSQL
10 22 (9.02%) Microsoft Analysis Services
11 20 (8.20%) Apache Hive
11 20 (8.20%) MySQL
12 19 (7.79%) Relational Database
13 17 (6.97%) Azure SQL Database
13 17 (6.97%) Impala
13 17 (6.97%) OLTP
14 16 (6.56%) Azure SQL Data Warehouse
14 16 (6.56%) MongoDB
15 14 (5.74%) Data Mining
15 14 (5.74%) SQL Server 2008
Development Applications
1 11 (4.51%) JIRA
2 7 (2.87%) Team Foundation Server
3 5 (2.05%) GitLab
3 5 (2.05%) Oracle Forms
3 5 (2.05%) SoapUI
4 1 (0.41%) Git (software)
4 1 (0.41%) Hudson
4 1 (0.41%) Subversion
4 1 (0.41%) Visual Studio
General
1 42 (17.21%) Finance
2 26 (10.66%) Marketing
3 21 (8.61%) Retail
4 5 (2.05%) Advertising
5 3 (1.23%) Legal
6 2 (0.82%) Law
7 1 (0.41%) Automotive
7 1 (0.41%) Manufacturing
7 1 (0.41%) Pharmaceutical
7 1 (0.41%) Publishing
Job Titles
1 81 (33.20%) Developer
2 63 (25.82%) Analyst
3 59 (24.18%) Business Intelligence Developer
4 34 (13.93%) Architect
5 32 (13.11%) SQL Developer
6 30 (12.30%) Business Intelligence Analyst
7 22 (9.02%) Consultant
8 20 (8.20%) Business Intelligence Architect
9 19 (7.79%) Data Architect
9 19 (7.79%) SQL BI Developer
10 18 (7.38%) Data Analyst
11 15 (6.15%) Database Developer
12 14 (5.74%) Data Warehouse Developer
13 12 (4.92%) Microsoft BI Developer
13 12 (4.92%) Microsoft Developer
13 12 (4.92%) SQL Server Developer
14 11 (4.51%) Azure Consultant
14 11 (4.51%) Infrastructure Consultant
14 11 (4.51%) Senior Infrastructure Consultant
14 11 (4.51%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 23 (9.43%) .NET
2 13 (5.33%) Kafka
2 13 (5.33%) MDX
2 13 (5.33%) SOAP
3 10 (4.10%) Web Services
4 7 (2.87%) Middleware
5 5 (2.05%) REST
6 4 (1.64%) .NET Framework
6 4 (1.64%) ASP.NET
6 4 (1.64%) CSS
6 4 (1.64%) Entity Framework
6 4 (1.64%) HTML
6 4 (1.64%) Java EE
6 4 (1.64%) JSON
6 4 (1.64%) SAP XI
6 4 (1.64%) WPF
7 2 (0.82%) Node.js
7 2 (0.82%) XML
8 1 (0.41%) Apache Avro
8 1 (0.41%) Apache Camel
Miscellaneous
1 43 (17.62%) Analytical Skills
2 15 (6.15%) Management Information System
3 10 (4.10%) NHS
4 8 (3.28%) Data Structures
5 7 (2.87%) Computer Science
6 5 (2.05%) Greenfield Project
7 4 (1.64%) EPoS
7 4 (1.64%) Reinsurance
7 4 (1.64%) Replication
7 4 (1.64%) User Experience
8 3 (1.23%) Self-Motivation
9 2 (0.82%) Clustering
9 2 (0.82%) EMC VNX
10 1 (0.41%) Algorithms
10 1 (0.41%) Enterprise Software
10 1 (0.41%) Internet of Things
10 1 (0.41%) Mobile Payment
10 1 (0.41%) PKI
10 1 (0.41%) Virtual Team
Operating Systems
1 25 (10.25%) Windows
2 14 (5.74%) Linux
2 14 (5.74%) Windows Server
3 6 (2.46%) Unix
4 3 (1.23%) Windows Server 2008
4 3 (1.23%) Windows Server 2012
5 1 (0.41%) Solaris
5 1 (0.41%) Windows 10
5 1 (0.41%) Windows 7
Processes & Methodologies
1 182 (74.59%) Business Intelligence
2 118 (48.36%) ETL
3 81 (33.20%) Agile Software Development
4 66 (27.05%) Analytics
5 54 (22.13%) Data Modelling
6 33 (13.52%) Dimensional Modelling
7 32 (13.11%) Visualisation
8 27 (11.07%) Decision-Making
9 23 (9.43%) Data Integration
10 22 (9.02%) Project Management
10 22 (9.02%) Waterfall
11 21 (8.61%) Mentoring
12 20 (8.20%) Data Analysis
13 18 (7.38%) Data Analytics
14 17 (6.97%) Business Analysis
14 17 (6.97%) Coaching
15 16 (6.56%) Problem-Solving
15 16 (6.56%) Scrum
16 14 (5.74%) Data Architecture
17 13 (5.33%) Data Extraction
Programming Languages
1 165 (67.62%) SQL
2 82 (33.61%) T-SQL
3 32 (13.11%) C#
4 26 (10.66%) VBA
5 24 (9.84%) Python
6 18 (7.38%) PowerShell
7 15 (6.15%) Java
8 14 (5.74%) Data Analysis Expressions (DAX)
9 12 (4.92%) PL/SQL
10 10 (4.10%) Go
11 6 (2.46%) VB
12 5 (2.05%) Shell Script
13 2 (0.82%) Bash Shell
13 2 (0.82%) PHP
13 2 (0.82%) Scala
14 1 (0.41%) ActionScript
14 1 (0.41%) ActionScript 2.0
14 1 (0.41%) C
14 1 (0.41%) MATLAB
Qualifications
1 31 (12.70%) Degree
2 12 (4.92%) Microsoft Certification
3 11 (4.51%) MCITP
3 11 (4.51%) MCSE
3 11 (4.51%) VMware Certified Professional (VCP)
4 7 (2.87%) ITIL Foundation Certificate
5 3 (1.23%) CBAP
5 3 (1.23%) ISEB
5 3 (1.23%) SC Cleared
5 3 (1.23%) Security Cleared
6 2 (0.82%) ITIL Certification
6 2 (0.82%) NCDA
6 2 (0.82%) NCIE
7 1 (0.41%) Computer Science Degree
7 1 (0.41%) PhD
Quality Assurance & Compliance
1 11 (4.51%) Data Quality
2 8 (3.28%) QA
3 7 (2.87%) PMO
4 5 (2.05%) SLA
5 1 (0.41%) GDPR
System Software
1 11 (4.51%) Active Directory
1 11 (4.51%) vSphere
2 9 (3.69%) VMware Infrastructure
3 6 (2.46%) Apache Flume
3 6 (2.46%) HDFS
4 4 (1.64%) Hyper-V
5 3 (1.23%) VMware Workstation
6 2 (0.82%) Docker
7 1 (0.41%) Microsoft App-V
Systems Management
1 5 (2.05%) Backup Exec
1 5 (2.05%) Oozie
2 3 (1.23%) SCCM
2 3 (1.23%) WSUS
3 2 (0.82%) Ansible
3 2 (0.82%) NetApp OnCommand
3 2 (0.82%) Opscode Chef
3 2 (0.82%) Puppet
3 2 (0.82%) Systems Management Server (SMS)
4 1 (0.41%) OpenView
4 1 (0.41%) Tivoli
Vendors
1 134 (54.92%) Microsoft
2 31 (12.70%) Tableau
3 28 (11.48%) Cognos
4 22 (9.02%) Oracle
5 21 (8.61%) VMware
6 10 (4.10%) SAP
7 6 (2.46%) Google
7 6 (2.46%) Informatica
7 6 (2.46%) MicroStrategy
7 6 (2.46%) Talend
8 5 (2.05%) Databricks
9 4 (1.64%) Alteryx
9 4 (1.64%) Hortonworks
9 4 (1.64%) IBM
9 4 (1.64%) NetApp
10 3 (1.23%) Hyperion
10 3 (1.23%) Kaspersky
10 3 (1.23%) Sophos
11 2 (0.82%) Facebook
11 2 (0.82%) Sitecore