Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 28 March 2020

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 28 March 2020 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South East
6 months to
28 Mar 2020		 Same period 2019 Same period 2018
Rank 176 160 184
Rank change year-on-year -16 +24 -26
Permanent jobs citing Data Warehouse 376 528 583
As % of all permanent jobs advertised in the South East 1.74% 1.99% 1.85%
As % of the Database & Business Intelligence category 6.74% 7.10% 5.93%
Number of salaries quoted 291 439 545
Median annual salary £55,000 £53,000 £50,000
Median salary % change year-on-year +3.77% +6.00% -
10th Percentile £35,625 £33,750 £31,550
90th Percentile £80,000 £87,500 £66,250
England median annual salary £60,000 £55,000 £51,500
% change year-on-year +9.09% +6.80% -1.90%

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 South East with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South East
Permanent vacancies with a requirement for database or business intelligence skills 5,579 7,435 9,835
As % of all permanent IT jobs advertised in the South East 25.78% 28.06% 31.23%
Number of salaries quoted 4,612 6,248 8,487
Median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £31,250 £29,000 £27,500
90th Percentile £74,250 £72,500 £65,000
England median annual salary £53,000 £52,500 £50,000
% change year-on-year +0.95% +5.00% +5.26%

Data Warehouse
Job Vacancy Trend in the South East

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

Job vacancy trend for Data Warehouse in the South East

Data Warehouse
Salary Trend in the South East

3-month moving average salary quoted in jobs citing Data Warehouse in the South East.

Salary trend for Data Warehouse in the South East

Data Warehouse
Salary Histogram in the South East

Salary distribution for jobs citing Data Warehouse in the South East over the 6 months to 28 March 2020.

Salary histogram for Data Warehouse in the South East

Data Warehouse
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the South East region over the 6 months to 28 March 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
Thames Valley +12 152 £60,000 +14.29% 18
Berkshire +14 114 £60,000 +11.63% 9
Surrey +15 104 £60,000 -6.25% 11
Hampshire -6 56 £42,500 -19.81% 6
West Sussex +6 37 £45,000 -13.46% 7
Buckinghamshire +4 24 £55,000 +17.65% 4
Oxfordshire +10 14 £50,000 -33.33% 5
Kent +5 12 £35,000 -6.67% 1
East Sussex -14 12 £50,000 -6.54% 2
M4 Corridor - 1 £100,000 -
Data Warehouse
England

For the 6 months to 28 March 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 South East region with a requirement for Data Warehouse.

1 267 (71.01%) Business Intelligence
2 266 (70.74%) SQL
3 178 (47.34%) ETL
4 168 (44.68%) Power BI
4 168 (44.68%) Power Platform
5 162 (43.09%) SQL Server
6 155 (41.22%) SQL Server Integration Services
7 125 (33.24%) Microsoft
8 122 (32.45%) Agile Software Development
9 115 (30.59%) SQL Server Reporting Services
10 112 (29.79%) Finance
11 108 (28.72%) Data Modelling
12 96 (25.53%) Analytics
13 85 (22.61%) Azure
14 75 (19.95%) Tableau
15 72 (19.15%) Big Data
15 72 (19.15%) Analytical Skills
16 70 (18.62%) SQL Server Analysis Services
17 69 (18.35%) T-SQL
18 62 (16.49%) Data Lake
19 61 (16.22%) Data Integration
20 60 (15.96%) Visualisation
20 60 (15.96%) Oracle
20 60 (15.96%) Python
21 49 (13.03%) Management Information System
22 46 (12.23%) Data Quality
23 43 (11.44%) AWS
24 42 (11.17%) Hadoop
24 42 (11.17%) Informatica
24 42 (11.17%) Enterprise Data Warehouse

Data Warehouse
Co-occurring IT Skills in the South East 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 17 (4.52%) Apache Spark
2 12 (3.19%) SharePoint
3 11 (2.93%) Apache
4 7 (1.86%) Tomcat
5 6 (1.60%) Confluence
5 6 (1.60%) SAS
6 5 (1.33%) Elasticsearch
7 4 (1.06%) Apache Pig
7 4 (1.06%) Jupyter
8 3 (0.80%) Apache Synapse
9 1 (0.27%) Appian
9 1 (0.27%) Exchange Server 2010
9 1 (0.27%) Exchange Server 2013
9 1 (0.27%) MS Exchange
9 1 (0.27%) Oracle SOA Suite
9 1 (0.27%) WebLogic
9 1 (0.27%) WebSphere
9 1 (0.27%) WebSphere Application Server
Applications
1 29 (7.71%) Microsoft Excel
2 9 (2.39%) Microsoft Office
3 2 (0.53%) Microsoft PowerPoint
4 1 (0.27%) SPSS
Business Applications
1 7 (1.86%) Dynamics CRM
2 2 (0.53%) Oracle Financials
2 2 (0.53%) SAP IBP
3 1 (0.27%) Cognos Business Intelligence
3 1 (0.27%) Oracle Applications
3 1 (0.27%) SAP ERP
Cloud Services
1 168 (44.68%) Power Platform
2 85 (22.61%) Azure
3 43 (11.44%) AWS
4 21 (5.59%) GCP
5 20 (5.32%) Azure Data Factory
6 19 (5.05%) OpenShift
7 14 (3.72%) SaaS
8 9 (2.39%) Cloud Computing
9 8 (2.13%) IaaS
9 8 (2.13%) PaaS
10 7 (1.86%) Azure Machine Learning
10 7 (1.86%) PowerApps
11 6 (1.60%) Amazon S3
11 6 (1.60%) Dynamics 365
12 4 (1.06%) Amazon Kinesis
12 4 (1.06%) AWS CloudFormation
13 3 (0.80%) Cortana Intelligence Suite
13 3 (0.80%) Serverless
14 2 (0.53%) AWS Lambda
14 2 (0.53%) Mimecast
Communications & Networking
1 9 (2.39%) ZigBee
2 3 (0.80%) Intranet
2 3 (0.80%) Skype
3 2 (0.53%) Internet
4 1 (0.27%) ASN.1
4 1 (0.27%) Broadband
4 1 (0.27%) CHAP
4 1 (0.27%) Firewall
4 1 (0.27%) HTTP
4 1 (0.27%) MPLS
4 1 (0.27%) Radio Access Network
4 1 (0.27%) SAN
4 1 (0.27%) Wi-Fi
Database & Business Intelligence
1 168 (44.68%) Power BI
2 162 (43.09%) SQL Server
3 155 (41.22%) SQL Server Integration Services
4 115 (30.59%) SQL Server Reporting Services
5 72 (19.15%) Big Data
6 70 (18.62%) SQL Server Analysis Services
7 62 (16.49%) Data Lake
8 42 (11.17%) Enterprise Data Warehouse
8 42 (11.17%) Hadoop
9 40 (10.64%) NoSQL
10 38 (10.11%) Relational Database
11 37 (9.84%) PostgreSQL
12 36 (9.57%) Azure SQL Data Warehouse
13 31 (8.24%) Azure SQL Database
14 29 (7.71%) MongoDB
15 27 (7.18%) BusinessObjects
15 27 (7.18%) QlikView
16 26 (6.91%) OLTP
17 20 (5.32%) Data Mining
18 18 (4.79%) InterSystems Cache
Development Applications
1 10 (2.66%) JIRA
2 8 (2.13%) Visual Studio
3 7 (1.86%) Git (software)
3 7 (1.86%) SoapUI
3 7 (1.86%) SQL Server Management Studio (SSMS)
4 6 (1.60%) Maven
5 5 (1.33%) Eclipse
5 5 (1.33%) PowerBuilder
5 5 (1.33%) Toad
5 5 (1.33%) tSQLt
6 4 (1.06%) JUnit
6 4 (1.06%) Mercurial
6 4 (1.06%) Team Foundation Server
7 2 (0.53%) ER Studio
7 2 (0.53%) Jenkins
8 1 (0.27%) Bitbucket Server
8 1 (0.27%) GitLab
8 1 (0.27%) SOAtest
8 1 (0.27%) SonarQube
8 1 (0.27%) WebDriver
General
1 112 (29.79%) Finance
2 30 (7.98%) Public Sector
3 21 (5.59%) Marketing
4 15 (3.99%) Manufacturing
5 10 (2.66%) Retail
6 7 (1.86%) Pharmaceutical
6 7 (1.86%) Telecoms
7 6 (1.60%) Law
8 5 (1.33%) Banking
9 4 (1.06%) Legal
9 4 (1.06%) Police
10 3 (0.80%) Billing
10 3 (0.80%) Publishing
11 2 (0.53%) Back Office
12 1 (0.27%) Advertising
12 1 (0.27%) Electronics
12 1 (0.27%) International Banking
12 1 (0.27%) Investment Banking
12 1 (0.27%) Retail Finance
Job Titles
1 113 (30.05%) Developer
2 70 (18.62%) Analyst
3 55 (14.63%) Business Intelligence Developer
4 34 (9.04%) Business Intelligence Analyst
5 33 (8.78%) SQL Developer
6 26 (6.91%) DBA
7 25 (6.65%) Technical Leader
8 23 (6.12%) Data Engineer
9 22 (5.85%) Business Intelligence Lead
10 21 (5.59%) Consultant
11 20 (5.32%) Administrator
11 20 (5.32%) Architect
11 20 (5.32%) Data Warehouse Developer
12 19 (5.05%) Senior Developer
13 18 (4.79%) QA Engineer
14 17 (4.52%) Data Consultant
15 16 (4.26%) SSIS Developer
16 15 (3.99%) Senior Analyst
17 14 (3.72%) Data Analyst
18 13 (3.46%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 24 (6.38%) .NET
2 22 (5.85%) Web Services
3 10 (2.66%) CSS
3 10 (2.66%) RESTful
3 10 (2.66%) Spring
4 8 (2.13%) Hibernate
4 8 (2.13%) JSON
4 8 (2.13%) Kafka
5 7 (1.86%) jQuery
5 7 (1.86%) REST
5 7 (1.86%) XML
6 6 (1.60%) ASP.NET
6 6 (1.60%) HTML
6 6 (1.60%) OAuth
7 5 (1.33%) Apache NiFi
7 5 (1.33%) HTML5
7 5 (1.33%) JSP
7 5 (1.33%) SAML
8 4 (1.06%) Kendo UI
8 4 (1.06%) WCF
Miscellaneous
1 72 (19.15%) Analytical Skills
2 49 (13.03%) Management Information System
3 25 (6.65%) Reinsurance
3 25 (6.65%) Tandem
4 16 (4.26%) Data Structures
5 9 (2.39%) Smart Energy
5 9 (2.39%) Smart Meter
6 7 (1.86%) Social Network
7 6 (1.60%) Clustering
7 6 (1.60%) Enterprise Software
8 4 (1.06%) Mobile App
8 4 (1.06%) Self-Motivation
9 3 (0.80%) Cloud Native
9 3 (0.80%) Life Science
9 3 (0.80%) NHS
9 3 (0.80%) Replication
10 2 (0.53%) Algorithms
10 2 (0.53%) Credit Risk
10 2 (0.53%) Greenfield Project
10 2 (0.53%) Virtual Team
Operating Systems
1 32 (8.51%) Windows
2 27 (7.18%) Unix
3 17 (4.52%) Linux
4 7 (1.86%) Windows Server
5 5 (1.33%) AIX
6 2 (0.53%) Solaris
6 2 (0.53%) VMS
7 1 (0.27%) Oracle Linux
7 1 (0.27%) Red Hat Enterprise Linux
7 1 (0.27%) Windows 7
7 1 (0.27%) zOS
Processes & Methodologies
1 267 (71.01%) Business Intelligence
2 178 (47.34%) ETL
3 122 (32.45%) Agile Software Development
4 108 (28.72%) Data Modelling
5 96 (25.53%) Analytics
6 61 (16.22%) Data Integration
7 60 (15.96%) Visualisation
8 41 (10.90%) Data Analysis
8 41 (10.90%) DevOps
9 39 (10.37%) Problem-Solving
10 34 (9.04%) Data Analytics
10 34 (9.04%) Data Management
10 34 (9.04%) Data Science
11 33 (8.78%) Business Analytics
11 33 (8.78%) Data Architecture
11 33 (8.78%) Test Automation
12 30 (7.98%) Decision-Making
12 30 (7.98%) Migration
13 28 (7.45%) Data Visualisation
14 27 (7.18%) ETL Development
Programming Languages
1 266 (70.74%) SQL
2 69 (18.35%) T-SQL
3 60 (15.96%) Python
4 31 (8.24%) C#
4 31 (8.24%) Java
4 31 (8.24%) PL/SQL
5 21 (5.59%) R
6 17 (4.52%) JavaScript
7 14 (3.72%) PowerShell
8 13 (3.46%) Data Analysis Expressions (DAX)
9 9 (2.39%) Shell Script
10 8 (2.13%) VBA
11 7 (1.86%) VB.NET
12 6 (1.60%) Bash Shell
12 6 (1.60%) Scala
13 5 (1.33%) VB
14 4 (1.06%) Perl
15 2 (0.53%) SAS Macro
15 2 (0.53%) VBScript
16 1 (0.27%) Ruby
Qualifications
1 29 (7.71%) Degree
2 12 (3.19%) Security Cleared
3 11 (2.93%) Computer Science Degree
4 9 (2.39%) Microsoft Certification
5 7 (1.86%) SC Cleared
6 4 (1.06%) PhD
7 3 (0.80%) Master's Degree
8 2 (0.53%) MCSA
8 2 (0.53%) MCSE
8 2 (0.53%) SAS Certification
8 2 (0.53%) Sun Certification
9 1 (0.27%) CFA
9 1 (0.27%) ISTQB
9 1 (0.27%) Numerate Degree
9 1 (0.27%) PRINCE2 Certification
9 1 (0.27%) SAFe Agilist
Quality Assurance & Compliance
1 46 (12.23%) Data Quality
2 37 (9.84%) QA
3 9 (2.39%) SLA
4 8 (2.13%) Sarbanes-Oxley
5 5 (1.33%) GDPR
6 3 (0.80%) ISO/IEC 27001
7 1 (0.27%) ISO 9000
7 1 (0.27%) NCSC
7 1 (0.27%) PCI DSS
7 1 (0.27%) PMO
System Software
1 30 (7.98%) Docker
2 5 (1.33%) Active Directory
3 4 (1.06%) HDFS
3 4 (1.06%) VMware Infrastructure
4 3 (0.80%) Virtual Machines
5 1 (0.27%) Apache Flume
5 1 (0.27%) Apache ZooKeeper
5 1 (0.27%) Hyper-V
5 1 (0.27%) Microsoft App-V
5 1 (0.27%) vSphere
Systems Management
1 26 (6.91%) Kubernetes
2 7 (1.86%) Terraform
3 5 (1.33%) Opscode Chef
3 5 (1.33%) Puppet
3 5 (1.33%) Single Sign-On
4 4 (1.06%) Kibana
5 1 (0.27%) Ansible
5 1 (0.27%) Control-M
5 1 (0.27%) Oozie
5 1 (0.27%) Oracle Enterprise Manager
5 1 (0.27%) Oracle RMAN
5 1 (0.27%) SCCM
Vendors
1 125 (33.24%) Microsoft
2 75 (19.95%) Tableau
3 60 (15.96%) Oracle
4 42 (11.17%) Informatica
5 20 (5.32%) Cloudera
5 20 (5.32%) SAP
6 19 (5.05%) InterSystems
7 16 (4.26%) Google
7 16 (4.26%) Sun
8 13 (3.46%) Databricks
9 9 (2.39%) Cognos
10 7 (1.86%) Alteryx
10 7 (1.86%) IBM
11 6 (1.60%) BEA
11 6 (1.60%) MicroStrategy
11 6 (1.60%) Talend
12 4 (1.06%) Atlassian
12 4 (1.06%) VMware
13 3 (0.80%) Hortonworks
13 3 (0.80%) Teradata