Period
to 22 February 2019

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 22 February 2019 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > East of England
6 months to
22 Feb 2019
Same period 2018 Same period 2017
Rank 136 160 143
Rank change year-on-year +24 -17 +7
Permanent jobs citing Data Warehouse 189 240 270
As % of all permanent IT jobs advertised in the East of England 2.08% 1.92% 2.13%
As % of the Database & Business Intelligence category 8.21% 6.77% 7.66%
Number of salaries quoted 130 205 244
East of England median annual salary £47,500 £52,500 £52,500
Median salary % change year-on-year -9.52% - +10.53%
10th Percentile £35,000 £33,750 £33,750
90th Percentile £73,750 £76,000 £77,500
England median annual salary £55,000 £51,500 £53,500
% change year-on-year +6.80% -3.74% +7.00%

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 2,302 3,546 3,524
As % of all permanent IT jobs advertised in the East of England 25.30% 28.40% 27.85%
Number of salaries quoted 1,837 2,976 2,913
East of England median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £30,000 £30,500 £29,000
90th Percentile £72,500 £68,750 £66,250
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

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 22 February 2019.

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 22 February 2019. 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 +31 75 £47,500 -13.64% 12
Cambridgeshire +28 37 £44,125 -1.94% 14
Bedfordshire +6 32 £65,000 +6.12% 3
Essex -24 23 £42,000 -28.81% 6
Suffolk +13 13 £36,500 -18.89%
Norfolk +26 9 £35,000 -7.28% 1
Data Warehouse
England

For the 6 months to 22 February 2019, 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.

1 148 (78.31%) Business Intelligence
2 137 (72.49%) SQL
3 116 (61.38%) SQL Server Integration Services
4 103 (54.50%) SQL Server
5 102 (53.97%) SQL Server Reporting Services
6 101 (53.44%) Microsoft
7 90 (47.62%) Power BI
8 89 (47.09%) SQL Server Analysis Services
9 88 (46.56%) ETL
10 69 (36.51%) T-SQL
11 55 (29.10%) Microsoft Azure
12 54 (28.57%) Agile Software Development
13 50 (26.46%) Analytics
14 33 (17.46%) Visualisation
15 31 (16.40%) Dimensional Modelling
16 30 (15.87%) Data Integration
16 30 (15.87%) Analytical Skills
17 29 (15.34%) Data Modelling
18 28 (14.81%) Finance
18 28 (14.81%) Big Data
19 27 (14.29%) Tableau
20 26 (13.76%) Data Analytics
20 26 (13.76%) Data Lake
21 23 (12.17%) Decision-Making
21 23 (12.17%) Microsoft Excel
22 21 (11.11%) Marketing
23 20 (10.58%) Data Quality
24 19 (10.05%) Data Analysis Expressions (DAX)
25 18 (9.52%) Apache Spark
25 18 (9.52%) Machine Learning

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 18 (9.52%) Apache Spark
2 7 (3.70%) Confluence
2 7 (3.70%) SharePoint
3 4 (2.12%) Apache
3 4 (2.12%) Drupal
4 2 (1.06%) Apache Airflow
4 2 (1.06%) BizTalk Server
4 2 (1.06%) Elasticsearch
4 2 (1.06%) Jupyter
5 1 (0.53%) Oracle SOA Suite
5 1 (0.53%) SAS
Applications
1 23 (12.17%) Microsoft Excel
2 9 (4.76%) Microsoft Office
3 4 (2.12%) Microsoft PowerPoint
4 1 (0.53%) SPSS
Business Applications
1 8 (4.23%) Dynamics CRM
2 6 (3.17%) Cognos Business Intelligence
3 5 (2.65%) Dynamics AX
4 4 (2.12%) NetSuite
5 3 (1.59%) Cognos TM1
6 2 (1.06%) CiviCRM
Cloud Services
1 55 (29.10%) Microsoft Azure
2 16 (8.47%) Amazon AWS
2 16 (8.47%) Azure Data Factory
3 13 (6.88%) Office 365
4 5 (2.65%) Google Cloud Platform
5 3 (1.59%) AWS Lambda
5 3 (1.59%) Data Lake Analytics
5 3 (1.59%) Serverless
6 2 (1.06%) Cloud Computing
6 2 (1.06%) Loggly
7 1 (0.53%) Amazon EMR
7 1 (0.53%) Amazon S3
7 1 (0.53%) Cortana Intelligence Suite
7 1 (0.53%) Dynamics 365
Communications & Networking
1 3 (1.59%) Intranet
2 1 (0.53%) DNS
2 1 (0.53%) Firewall
2 1 (0.53%) Internet
2 1 (0.53%) Network Security
Database & Business Intelligence
1 116 (61.38%) SQL Server Integration Services
2 103 (54.50%) SQL Server
3 102 (53.97%) SQL Server Reporting Services
4 90 (47.62%) Power BI
5 89 (47.09%) SQL Server Analysis Services
6 28 (14.81%) Big Data
7 26 (13.76%) Data Lake
8 17 (8.99%) BusinessObjects
8 17 (8.99%) Microsoft Analysis Services
9 15 (7.94%) Relational Database
10 14 (7.41%) NoSQL
11 13 (6.88%) Azure SQL Data Warehouse
11 13 (6.88%) SQL Server 2008
12 12 (6.35%) Azure SQL Database
12 12 (6.35%) OLAP
13 11 (5.82%) Hadoop
13 11 (5.82%) MySQL
14 9 (4.76%) SQL Server 2000
14 9 (4.76%) SQL Server 2005
14 9 (4.76%) SQL Server 2012
Development Applications
1 9 (4.76%) JIRA
2 6 (3.17%) SQL Server Management Studio (SSMS)
2 6 (3.17%) Visual Studio
3 2 (1.06%) Hudson
3 2 (1.06%) Jenkins
3 2 (1.06%) Oracle Forms
3 2 (1.06%) PHPUnit
3 2 (1.06%) Selenium
3 2 (1.06%) Team Foundation Server
3 2 (1.06%) Travis CI
4 1 (0.53%) Git (software)
4 1 (0.53%) GitLab
4 1 (0.53%) SoapUI
4 1 (0.53%) Subversion
General
1 28 (14.81%) Finance
2 21 (11.11%) Marketing
3 7 (3.70%) Retail
4 5 (2.65%) Advertising
4 5 (2.65%) Automotive
5 3 (1.59%) Legal
5 3 (1.59%) Publishing
6 2 (1.06%) Law
7 1 (0.53%) Manufacturing
7 1 (0.53%) Pharmaceutical
7 1 (0.53%) Telecoms
Job Titles
1 66 (34.92%) Analyst
2 65 (34.39%) Developer
3 55 (29.10%) Business Intelligence Developer
4 39 (20.63%) Business Intelligence Analyst
5 17 (8.99%) SQL Developer
6 16 (8.47%) Architect
6 16 (8.47%) Data Analyst
7 15 (7.94%) Business Developer
8 13 (6.88%) Data Architect
9 12 (6.35%) Analyst Developer
10 11 (5.82%) Business Intelligence Lead
10 11 (5.82%) Developer Analyst
10 11 (5.82%) Senior Analyst
11 10 (5.29%) Business Analyst
11 10 (5.29%) SQL BI Developer
11 10 (5.29%) Support Analyst
12 9 (4.76%) Data Engineer
12 9 (4.76%) Senior Developer
13 8 (4.23%) Business Intelligence Support Analyst
13 8 (4.23%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 15 (7.94%) MDX
2 14 (7.41%) .NET
3 13 (6.88%) Kafka
4 7 (3.70%) Web Services
5 6 (3.17%) XML
6 5 (2.65%) JSON
7 3 (1.59%) Apache NiFi
7 3 (1.59%) Node.js
8 2 (1.06%) Apache Beam
8 2 (1.06%) Behat
8 2 (1.06%) Django
8 2 (1.06%) Keras
8 2 (1.06%) Lucene
8 2 (1.06%) pytest
8 2 (1.06%) REST
8 2 (1.06%) Ruby on Rails
8 2 (1.06%) SAP XI
8 2 (1.06%) SOAP
8 2 (1.06%) Symfony
8 2 (1.06%) TensorFlow
Miscellaneous
1 30 (15.87%) Analytical Skills
2 11 (5.82%) Greenfield Project
3 9 (4.76%) Management Information System
4 6 (3.17%) EPoS
5 4 (2.12%) Data Structures
5 4 (2.12%) Self-Motivation
6 2 (1.06%) Public Cloud
6 2 (1.06%) Smart Home
7 1 (0.53%) Algorithms
7 1 (0.53%) Enterprise Software
7 1 (0.53%) Internet of Things
Operating Systems
1 7 (3.70%) Linux
1 7 (3.70%) Windows
2 5 (2.65%) Windows Server
3 3 (1.59%) Unix
Processes & Methodologies
1 148 (78.31%) Business Intelligence
2 88 (46.56%) ETL
3 54 (28.57%) Agile Software Development
4 50 (26.46%) Analytics
5 33 (17.46%) Visualisation
6 31 (16.40%) Dimensional Modelling
7 30 (15.87%) Data Integration
8 29 (15.34%) Data Modelling
9 26 (13.76%) Data Analytics
10 23 (12.17%) Decision-Making
11 18 (9.52%) Machine Learning
12 17 (8.99%) Data Analysis
12 17 (8.99%) Data Management
13 14 (7.41%) Business Analysis
13 14 (7.41%) Collaborative Working
13 14 (7.41%) Data Architecture
13 14 (7.41%) Mentoring
13 14 (7.41%) Waterfall
14 13 (6.88%) Data Engineering
14 13 (6.88%) Workshop Facilitation
Programming Languages
1 137 (72.49%) SQL
2 69 (36.51%) T-SQL
3 19 (10.05%) Data Analysis Expressions (DAX)
4 18 (9.52%) Python
5 15 (7.94%) C#
6 12 (6.35%) PowerShell
7 11 (5.82%) VB
8 8 (4.23%) VBA
9 5 (2.65%) Shell Script
10 4 (2.12%) Go
10 4 (2.12%) PL/SQL
11 3 (1.59%) Java
11 3 (1.59%) PHP
12 2 (1.06%) Bash Shell
12 2 (1.06%) R
12 2 (1.06%) Ruby
13 1 (0.53%) MATLAB
13 1 (0.53%) Scala
Qualifications
1 16 (8.47%) Degree
2 8 (4.23%) Microsoft Certification
3 4 (2.12%) MCITP
3 4 (2.12%) MCSE
3 4 (2.12%) VMware Certified Professional (VCP)
4 3 (1.59%) DBS Check
5 2 (1.06%) CBAP
5 2 (1.06%) Computer Science Degree
5 2 (1.06%) ISEB
5 2 (1.06%) ITIL Certification
6 1 (0.53%) PhD
6 1 (0.53%) Postgraduate
Quality Assurance & Compliance
1 20 (10.58%) Data Quality
2 2 (1.06%) QA
3 1 (0.53%) GDPR
System Software
1 5 (2.65%) Active Directory
1 5 (2.65%) Docker
2 4 (2.12%) Apache Flume
2 4 (2.12%) HDFS
2 4 (2.12%) vSphere
3 2 (1.06%) Hyper-V
3 2 (1.06%) VMware Infrastructure
Systems Management
1 3 (1.59%) Oozie
2 2 (1.06%) Ansible
2 2 (1.06%) Kubernetes
2 2 (1.06%) Opscode Chef
2 2 (1.06%) Puppet
2 2 (1.06%) Terraform
Vendors
1 101 (53.44%) Microsoft
2 27 (14.29%) Tableau
3 11 (5.82%) Oracle
4 10 (5.29%) Cognos
5 7 (3.70%) Alteryx
6 6 (3.17%) MicroStrategy
6 6 (3.17%) VMware
7 5 (2.65%) IBM
7 5 (2.65%) JD Edwards
7 5 (2.65%) SAP
8 4 (2.12%) Hortonworks
9 3 (1.59%) Databricks
9 3 (1.59%) Google
10 2 (1.06%) Informatica
10 2 (1.06%) New Relic
10 2 (1.06%) SaltStack
10 2 (1.06%) Sitecore
11 1 (0.53%) Hyperion
11 1 (0.53%) Tagetik
11 1 (0.53%) Talend