Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 15 July 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 15 July 2020 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South East
6 months to
15 Jul 2020		 Same period 2019 Same period 2018
Rank 154 160 165
Rank change year-on-year +6 +5 +8
Permanent jobs citing Data Warehouse 243 537 638
As % of all permanent jobs advertised in the South East 1.85% 2.01% 2.09%
As % of the Database & Business Intelligence category 7.13% 7.53% 7.16%
Number of salaries quoted 202 450 550
Median annual salary £55,000 £52,500 £52,250
Median salary % change year-on-year +4.76% +0.48% +4.50%
10th Percentile £36,250 £35,000 £35,000
90th Percentile £78,750 £82,625 £73,750
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +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 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 3,407 7,129 8,911
As % of all permanent IT jobs advertised in the South East 25.98% 26.75% 29.20%
Number of salaries quoted 2,814 6,001 7,542
Median annual salary £50,000 £47,500 £45,500
Median salary % change year-on-year +5.26% +4.40% +1.11%
10th Percentile £31,250 £30,000 £29,750
90th Percentile £76,250 £75,000 £67,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +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 15 July 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 15 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
Surrey +93 85 £60,000 - 3
Thames Valley -13 64 £56,250 +2.27% 5
Hampshire +20 59 £43,750 -15.87% 2
Berkshire +13 43 £60,000 +20.00% 3
West Sussex +9 19 £45,000 -10.89%
Oxfordshire +30 11 £48,750 -18.75%
Buckinghamshire +14 10 £58,750 +6.82% 2
Kent +26 8 £67,500 +42.11% 1
East Sussex +18 8 £55,000 +2.80%
Data Warehouse
England

For the 6 months to 15 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 South East region with a requirement for Data Warehouse.

1 189 (77.78%) SQL
2 188 (77.37%) Business Intelligence
3 122 (50.21%) SQL Server
4 118 (48.56%) Power BI
4 118 (48.56%) Power Platform
5 117 (48.15%) Agile Software Development
6 110 (45.27%) ETL
7 106 (43.62%) SQL Server Integration Services
8 92 (37.86%) SQL Server Reporting Services
9 91 (37.45%) Microsoft
10 84 (34.57%) Data Modelling
10 84 (34.57%) Azure
11 80 (32.92%) Big Data
12 78 (32.10%) Finance
13 65 (26.75%) T-SQL
14 64 (26.34%) Analytics
15 62 (25.51%) Data Lake
16 52 (21.40%) Python
16 52 (21.40%) SQL Server Analysis Services
17 49 (20.16%) Analytical Skills
18 46 (18.93%) Oracle
19 42 (17.28%) Tableau
20 40 (16.46%) Visualisation
21 38 (15.64%) Test Automation
22 34 (13.99%) AWS
22 34 (13.99%) Azure SQL Data Warehouse
23 33 (13.58%) Data Integration
24 31 (12.76%) Azure SQL Database
24 31 (12.76%) Informatica
25 30 (12.35%) Degree

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 16 (6.58%) Apache Spark
2 13 (5.35%) Apache
3 8 (3.29%) SharePoint
4 7 (2.88%) Apache Pig
5 6 (2.47%) Elasticsearch
6 5 (2.06%) IIS
6 5 (2.06%) Tomcat
7 4 (1.65%) Jupyter
8 3 (1.23%) Apache Synapse
8 3 (1.23%) Confluence
9 2 (0.82%) SAS
10 1 (0.41%) BizTalk Server
Applications
1 18 (7.41%) Microsoft Excel
2 2 (0.82%) Microsoft Office
2 2 (0.82%) S-PLUS
2 2 (0.82%) SPSS
3 1 (0.41%) Microsoft PowerPoint
Business Applications
1 3 (1.23%) Dynamics CRM
2 2 (0.82%) SAP IBP
3 1 (0.41%) NetSuite
3 1 (0.41%) SAP ERP
Cloud Services
1 118 (48.56%) Power Platform
2 84 (34.57%) Azure
3 34 (13.99%) AWS
4 22 (9.05%) Azure Data Factory
5 12 (4.94%) GCP
6 11 (4.53%) Azure Machine Learning
6 11 (4.53%) SaaS
7 7 (2.88%) Cortana Intelligence Suite
8 4 (1.65%) Amazon S3
8 4 (1.65%) Cloud Computing
9 3 (1.23%) OpenShift
9 3 (1.23%) Power Automate
9 3 (1.23%) PowerApps
10 2 (0.82%) Amazon CloudWatch
10 2 (0.82%) Amazon GuardDuty
10 2 (0.82%) AWS CloudFormation
10 2 (0.82%) AWS CloudTrail
10 2 (0.82%) AWS Lambda
10 2 (0.82%) Serverless
11 1 (0.41%) Amazon Kinesis
Communications & Networking
1 2 (0.82%) Internet
1 2 (0.82%) Skype
2 1 (0.41%) Firewall
2 1 (0.41%) MPLS
2 1 (0.41%) Wi-Fi
2 1 (0.41%) ZigBee
Database & Business Intelligence
1 122 (50.21%) SQL Server
2 118 (48.56%) Power BI
3 106 (43.62%) SQL Server Integration Services
4 92 (37.86%) SQL Server Reporting Services
5 80 (32.92%) Big Data
6 62 (25.51%) Data Lake
7 52 (21.40%) SQL Server Analysis Services
8 34 (13.99%) Azure SQL Data Warehouse
9 31 (12.76%) Azure SQL Database
10 26 (10.70%) MongoDB
11 24 (9.88%) Hadoop
11 24 (9.88%) NoSQL
12 22 (9.05%) BusinessObjects
13 20 (8.23%) Enterprise Data Warehouse
13 20 (8.23%) QlikView
13 20 (8.23%) SQL Server 2012
14 19 (7.82%) SQL Server 2016
15 18 (7.41%) OLAP
16 15 (6.17%) Relational Database
17 13 (5.35%) Qlik Sense
Development Applications
1 11 (4.53%) JIRA
2 7 (2.88%) Selenium
2 7 (2.88%) WebDriver
3 6 (2.47%) Git (software)
3 6 (2.47%) Maven
3 6 (2.47%) Visual Studio
4 5 (2.06%) PowerBuilder
4 5 (2.06%) Selenium IDE
4 5 (2.06%) Toad
4 5 (2.06%) tSQLt
5 4 (1.65%) Eclipse
5 4 (1.65%) Mercurial
5 4 (1.65%) SQL Server Management Studio (SSMS)
6 3 (1.23%) Jenkins
7 2 (0.82%) ER Studio
7 2 (0.82%) SpecFlow
8 1 (0.41%) DbUnit
8 1 (0.41%) GitLab
8 1 (0.41%) SOAtest
8 1 (0.41%) SonarQube
General
1 78 (32.10%) Finance
2 9 (3.70%) Marketing
3 6 (2.47%) Law
4 5 (2.06%) Manufacturing
4 5 (2.06%) Retail
5 4 (1.65%) Public Sector
6 3 (1.23%) Police
6 3 (1.23%) Telecoms
7 2 (0.82%) Pharmaceutical
8 1 (0.41%) Advertising
8 1 (0.41%) Back Office
8 1 (0.41%) Banking
8 1 (0.41%) Investment Banking
8 1 (0.41%) Publishing
Job Titles
1 101 (41.56%) Developer
2 50 (20.58%) Business Intelligence Developer
3 40 (16.46%) Analyst
4 36 (14.81%) Data Warehouse Developer
5 35 (14.40%) SQL Developer
6 24 (9.88%) SSIS Developer
6 24 (9.88%) T-SQL Developer
7 21 (8.64%) SSRS Developer
8 20 (8.23%) Data Analyst
8 20 (8.23%) Data Engineer
9 19 (7.82%) SQL BI Developer
10 18 (7.41%) Consultant
10 18 (7.41%) Senior Developer
11 17 (7.00%) Business Intelligence Analyst
11 17 (7.00%) DBA
12 16 (6.58%) Data Consultant
13 13 (5.35%) Administrator
14 10 (4.12%) SQL Server Developer
15 9 (3.70%) Business Intelligence Lead
15 9 (3.70%) SQL DBA
Libraries, Frameworks & Software Standards
1 23 (9.47%) .NET
2 15 (6.17%) Web Services
3 11 (4.53%) Kafka
4 10 (4.12%) Apache NiFi
4 10 (4.12%) RESTful
5 9 (3.70%) CSS
6 7 (2.88%) REST
6 7 (2.88%) XML
7 6 (2.47%) Hibernate
7 6 (2.47%) JSON
7 6 (2.47%) Spring
8 5 (2.06%) ASP.NET
8 5 (2.06%) Elastic Stack
8 5 (2.06%) jQuery
8 5 (2.06%) JSP
9 4 (1.65%) HTML5
9 4 (1.65%) Kendo UI
9 4 (1.65%) MDX
9 4 (1.65%) OAuth
9 4 (1.65%) XSL
Miscellaneous
1 49 (20.16%) Analytical Skills
2 22 (9.05%) Data Structures
3 17 (7.00%) Management Information System
4 8 (3.29%) Reinsurance
4 8 (3.29%) Tandem
5 6 (2.47%) Enterprise Software
6 4 (1.65%) Clustering
6 4 (1.65%) Greenfield Project
6 4 (1.65%) Mobile App
7 3 (1.23%) Life Science
8 2 (0.82%) Internet of Things
8 2 (0.82%) Replication
8 2 (0.82%) Self-Motivation
9 1 (0.41%) Cloud Native
9 1 (0.41%) NHS
9 1 (0.41%) Smart Energy
9 1 (0.41%) Smart Meter
9 1 (0.41%) Social Network
9 1 (0.41%) Virtual Team
Operating Systems
1 22 (9.05%) Unix
2 15 (6.17%) Windows
3 6 (2.47%) Linux
4 5 (2.06%) AIX
5 3 (1.23%) Windows Server
6 2 (0.82%) Solaris
Processes & Methodologies
1 188 (77.37%) Business Intelligence
2 117 (48.15%) Agile Software Development
3 110 (45.27%) ETL
4 84 (34.57%) Data Modelling
5 64 (26.34%) Analytics
6 40 (16.46%) Visualisation
7 38 (15.64%) Test Automation
8 33 (13.58%) Data Integration
9 30 (12.35%) Data Analytics
10 29 (11.93%) Continuous Integration
11 28 (11.52%) Data Strategy
11 28 (11.52%) Data Visualisation
12 25 (10.29%) Decision-Making
12 25 (10.29%) Machine Learning
13 23 (9.47%) Data Science
13 23 (9.47%) DevOps
14 22 (9.05%) Data Architecture
14 22 (9.05%) Data Management
14 22 (9.05%) Problem-Solving
15 21 (8.64%) Database Tuning
Programming Languages
1 189 (77.78%) SQL
2 65 (26.75%) T-SQL
3 52 (21.40%) Python
4 27 (11.11%) C#
5 24 (9.88%) Java
6 22 (9.05%) PL/SQL
6 22 (9.05%) R
7 19 (7.82%) JavaScript
8 14 (5.76%) PowerShell
8 14 (5.76%) VB.NET
9 12 (4.94%) Scala
10 10 (4.12%) Data Analysis Expressions (DAX)
11 9 (3.70%) Shell Script
12 6 (2.47%) C
12 6 (2.47%) VBA
13 5 (2.06%) C++
14 2 (0.82%) VB
15 1 (0.41%) Bash Shell
Qualifications
1 30 (12.35%) Degree
2 10 (4.12%) Computer Science Degree
3 8 (3.29%) Microsoft Certification
4 6 (2.47%) ISTQB
5 5 (2.06%) ISEB
5 5 (2.06%) SC Cleared
5 5 (2.06%) Security Cleared
6 3 (1.23%) Master's Degree
6 3 (1.23%) PhD
7 2 (0.82%) MCSA
7 2 (0.82%) MCSE
8 1 (0.41%) CFA
Quality Assurance & Compliance
1 19 (7.82%) QA
2 14 (5.76%) Data Quality
3 8 (3.29%) Sarbanes-Oxley
4 6 (2.47%) GDPR
5 3 (1.23%) PMO
6 1 (0.41%) ISO/IEC 27001
System Software
1 10 (4.12%) Docker
2 4 (1.65%) Active Directory
3 3 (1.23%) HDFS
4 1 (0.41%) VMware Infrastructure
4 1 (0.41%) vSphere
Systems Management
1 6 (2.47%) Kubernetes
1 6 (2.47%) Opscode Chef
1 6 (2.47%) Puppet
2 5 (2.06%) HP Quality Center
2 5 (2.06%) Kibana
2 5 (2.06%) Terraform
3 4 (1.65%) Single Sign-On
4 1 (0.41%) Ansible
4 1 (0.41%) Control-M
4 1 (0.41%) Oozie
Vendors
1 91 (37.45%) Microsoft
2 46 (18.93%) Oracle
3 42 (17.28%) Tableau
4 31 (12.76%) Informatica
5 16 (6.58%) Databricks
6 14 (5.76%) Sun
7 10 (4.12%) Google
8 9 (3.70%) Hortonworks
9 8 (3.29%) MicroStrategy
10 7 (2.88%) Cognos
10 7 (2.88%) SAP
10 7 (2.88%) Talend
11 5 (2.06%) Cloudera
11 5 (2.06%) HP
11 5 (2.06%) Remedy
12 4 (1.65%) Alteryx
12 4 (1.65%) Atlassian
12 4 (1.65%) Teradata
13 3 (1.23%) InterSystems
13 3 (1.23%) Salesforce.com