Period
to 5 July 2020

The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 5 July 2020 with a comparison to the same period in the previous 2 years.

Data Warehousing
South East > Berkshire
6 months to
5 Jul 2020
Same period 2019 Same period 2018
Rank 104 109 124
Rank change year-on-year +5 +15 +48
Permanent jobs citing Data Warehouse 59 142 162
As % of all permanent jobs advertised in Berkshire 2.04% 2.41% 2.35%
As % of the Database & Business Intelligence category 9.35% 9.39% 8.05%
Number of salaries quoted 39 104 148
Median annual salary £60,000 £50,000 £49,000
Median salary % change year-on-year +20.00% +2.04% -10.91%
10th Percentile £28,500 £35,250 £32,500
90th Percentile £86,000 £80,000 £62,500
South East median annual salary £57,500 £52,500 £50,000
% change year-on-year +9.52% +5.00% -

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 Berkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Berkshire
Permanent vacancies with a requirement for database or business intelligence skills 631 1,512 2,012
As % of all permanent IT jobs advertised in Berkshire 21.80% 25.64% 29.19%
Number of salaries quoted 520 1,270 1,639
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £37,000 £32,500 £31,250
90th Percentile £77,500 £75,000 £70,000
South East median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Data Warehouse
Job Vacancy Trend in Berkshire

Job postings citing Data Warehouse as a proportion of all IT jobs advertised in Berkshire.

Job vacancy trend for Data Warehouse in Berkshire

Data Warehouse
Salary Trend in Berkshire

3-month moving average salary quoted in jobs citing Data Warehouse in Berkshire.

Salary trend for Data Warehouse in Berkshire

Data Warehouse
Salary Histogram in Berkshire

Salary distribution for jobs citing Data Warehouse in Berkshire over the 6 months to 5 July 2020.

Salary histogram for Data Warehouse in Berkshire

Data Warehouse
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the Berkshire region over the 6 months to 5 July 2020. 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
Reading +42 35 £60,000 +33.33% 1
Newbury +31 8 £60,000 -20.00%
Slough -8 5 £55,000 -18.52% 1
Data Warehouse
South East

For the 6 months to 5 July 2020, 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 Berkshire region with a requirement for Data Warehouse.

1 38 (64.41%) Business Intelligence
2 37 (62.71%) ETL
3 26 (44.07%) SQL
4 25 (42.37%) SQL Server
5 22 (37.29%) Analytics
6 19 (32.20%) SQL Server Reporting Services
6 19 (32.20%) SQL Server Integration Services
7 18 (30.51%) Agile Software Development
7 18 (30.51%) Visualisation
8 17 (28.81%) Oracle
8 17 (28.81%) Power BI
8 17 (28.81%) Power Platform
9 16 (27.12%) Data Modelling
10 15 (25.42%) Microsoft
11 13 (22.03%) PostgreSQL
11 13 (22.03%) Test Strategy
12 12 (20.34%) Test Automation
12 12 (20.34%) NoSQL
12 12 (20.34%) Tableau
12 12 (20.34%) QA
13 11 (18.64%) Business Analytics
13 11 (18.64%) Relational Database
14 10 (16.95%) Analytical Skills
14 10 (16.95%) Enterprise Data Warehouse
14 10 (16.95%) Azure
14 10 (16.95%) Hadoop
14 10 (16.95%) ERP
14 10 (16.95%) Degree
15 9 (15.25%) Data Mining
15 9 (15.25%) Informatica

Data Warehouse
Co-occurring IT Skills in Berkshire 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 5 (8.47%) IIS
2 3 (5.08%) Apache Spark
3 2 (3.39%) Apache
4 1 (1.69%) Confluence
4 1 (1.69%) Elasticsearch
4 1 (1.69%) Tomcat
Applications
1 3 (5.08%) Microsoft Excel
2 2 (3.39%) S-PLUS
3 1 (1.69%) Microsoft Office
Business Applications
1 2 (3.39%) SAP IBP
2 1 (1.69%) NetSuite
Cloud Services
1 17 (28.81%) Power Platform
2 10 (16.95%) Azure
3 8 (13.56%) AWS
4 7 (11.86%) OpenShift
5 6 (10.17%) GCP
6 3 (5.08%) Amazon S3
7 2 (3.39%) Amazon Kinesis
7 2 (3.39%) IaaS
7 2 (3.39%) PaaS
7 2 (3.39%) SaaS
8 1 (1.69%) Amazon EC2
8 1 (1.69%) Amazon EMR
8 1 (1.69%) Cloud Computing
8 1 (1.69%) Tricentis Tosca
Communications & Networking
1 3 (5.08%) ZigBee
Database & Business Intelligence
1 25 (42.37%) SQL Server
2 19 (32.20%) SQL Server Integration Services
2 19 (32.20%) SQL Server Reporting Services
3 17 (28.81%) Power BI
4 13 (22.03%) PostgreSQL
5 12 (20.34%) NoSQL
6 11 (18.64%) Relational Database
7 10 (16.95%) Enterprise Data Warehouse
7 10 (16.95%) Hadoop
8 9 (15.25%) Big Data
8 9 (15.25%) Data Mining
9 7 (11.86%) OLTP
9 7 (11.86%) SQL Server Analysis Services
10 6 (10.17%) BigQuery
10 6 (10.17%) InterSystems Cache
11 5 (8.47%) BusinessObjects
12 4 (6.78%) Apache Hive
12 4 (6.78%) Sisense
12 4 (6.78%) SQL Server 2012
12 4 (6.78%) Star Schema
Development Applications
1 6 (10.17%) JIRA
1 6 (10.17%) Selenium
1 6 (10.17%) WebDriver
2 5 (8.47%) Selenium IDE
3 2 (3.39%) Git (software)
3 2 (3.39%) Jenkins
3 2 (3.39%) Maven
3 2 (3.39%) Visual Studio
4 1 (1.69%) Cucumber
4 1 (1.69%) DbUnit
4 1 (1.69%) GitLab
4 1 (1.69%) jMock
4 1 (1.69%) JUnit
4 1 (1.69%) Mockito
4 1 (1.69%) SoapUI
4 1 (1.69%) SOAtest
4 1 (1.69%) SonarQube
4 1 (1.69%) SpecFlow
General
1 8 (13.56%) Public Sector
2 5 (8.47%) Finance
3 4 (6.78%) Manufacturing
3 4 (6.78%) Marketing
3 4 (6.78%) Telecoms
4 3 (5.08%) Retail
5 1 (1.69%) Publishing
Job Titles
1 11 (18.64%) Developer
2 10 (16.95%) Analyst
3 9 (15.25%) Business Intelligence Analyst
4 7 (11.86%) Business Intelligence Developer
5 6 (10.17%) Architect
5 6 (10.17%) QA Engineer
6 5 (8.47%) Senior Test Engineer
6 5 (8.47%) Test Engineer
7 4 (6.78%) Data Engineer
7 4 (6.78%) DBA
7 4 (6.78%) Senior Analyst
7 4 (6.78%) Senior Business Intelligence Analyst
7 4 (6.78%) SQL Analyst
8 3 (5.08%) Automation Engineer
8 3 (5.08%) Data Architect
8 3 (5.08%) Designer
8 3 (5.08%) Power BI Analyst
8 3 (5.08%) QA Automation Engineer
9 2 (3.39%) Business Intelligence Architect
9 2 (3.39%) Business Intelligence Manager
Libraries, Frameworks & Software Standards
1 9 (15.25%) Web Services
2 5 (8.47%) Kafka
3 3 (5.08%) Apache NiFi
4 2 (3.39%) .NET
4 2 (3.39%) RESTful
4 2 (3.39%) Scilab
4 2 (3.39%) Spark Streaming
5 1 (1.69%) Apache Camel
5 1 (1.69%) ASP.NET
5 1 (1.69%) Hibernate
5 1 (1.69%) J2EE
5 1 (1.69%) ODBC
5 1 (1.69%) PowerMock
5 1 (1.69%) REST
5 1 (1.69%) SOAP
5 1 (1.69%) Spring
5 1 (1.69%) WCF
5 1 (1.69%) XML
Miscellaneous
1 10 (16.95%) Analytical Skills
2 7 (11.86%) Management Information System
3 4 (6.78%) Data Structures
4 3 (5.08%) Smart Energy
4 3 (5.08%) Smart Meter
5 1 (1.69%) Cloud Native
5 1 (1.69%) Greenfield Project
5 1 (1.69%) NHS
5 1 (1.69%) Self-Motivation
5 1 (1.69%) Social Network
Operating Systems
1 4 (6.78%) Unix
2 2 (3.39%) Linux
2 2 (3.39%) Windows
3 1 (1.69%) Windows Server
Processes & Methodologies
1 38 (64.41%) Business Intelligence
2 37 (62.71%) ETL
3 22 (37.29%) Analytics
4 18 (30.51%) Agile Software Development
4 18 (30.51%) Visualisation
5 16 (27.12%) Data Modelling
6 13 (22.03%) Test Strategy
7 12 (20.34%) Test Automation
8 11 (18.64%) Business Analytics
9 10 (16.95%) ERP
10 9 (15.25%) Data Analytics
10 9 (15.25%) Data Visualisation
10 9 (15.25%) Decision-Making
10 9 (15.25%) Requirements Gathering
11 8 (13.56%) Data Cleansing
11 8 (13.56%) Data Management
11 8 (13.56%) Microservices
12 7 (11.86%) TDD
13 6 (10.17%) Enterprise Architecture
13 6 (10.17%) Regression Testing
Programming Languages
1 26 (44.07%) SQL
2 9 (15.25%) Python
3 8 (13.56%) T-SQL
4 6 (10.17%) C#
4 6 (10.17%) Java
5 5 (8.47%) R
6 3 (5.08%) PL/SQL
6 3 (5.08%) Shell Script
7 1 (1.69%) Bash Shell
7 1 (1.69%) PowerShell
7 1 (1.69%) Scala
Qualifications
1 10 (16.95%) Degree
2 6 (10.17%) ISTQB
3 5 (8.47%) ISEB
4 2 (3.39%) Computer Science Degree
4 2 (3.39%) Master's Degree
5 1 (1.69%) SC Cleared
5 1 (1.69%) Security Cleared
Quality Assurance & Compliance
1 12 (20.34%) QA
2 3 (5.08%) Data Quality
2 3 (5.08%) GDPR
3 1 (1.69%) PMO
System Software
1 8 (13.56%) Docker
2 3 (5.08%) HDFS
3 1 (1.69%) VMware Infrastructure
3 1 (1.69%) vSphere
Systems Management
1 8 (13.56%) Kubernetes
2 5 (8.47%) HP Quality Center
3 1 (1.69%) Ansible
3 1 (1.69%) Opscode Chef
3 1 (1.69%) Puppet
Vendors
1 17 (28.81%) Oracle
2 15 (25.42%) Microsoft
3 12 (20.34%) Tableau
4 9 (15.25%) Cloudera
4 9 (15.25%) Informatica
5 7 (11.86%) Google
5 7 (11.86%) InterSystems
6 6 (10.17%) SAP
7 5 (8.47%) HP
7 5 (8.47%) Remedy
8 4 (6.78%) Cognos
9 3 (5.08%) Alteryx
9 3 (5.08%) Dataiku
9 3 (5.08%) Talend
10 2 (3.39%) Ab Initio
10 2 (3.39%) MicroStrategy
10 2 (3.39%) Teradata
11 1 (1.69%) Blue Prism
11 1 (1.69%) Salesforce.com
11 1 (1.69%) VMware