Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 13 May 2021

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 13 May 2021 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South East
6 months to
13 May 2021		 Same period 2020 Same period 2019
Rank 181 158 166
Rank change year-on-year -23 +8 +25
Permanent jobs citing Data Warehouse 220 340 527
As % of all permanent jobs advertised in the South East 1.68% 1.92% 2.02%
As % of the Database & Business Intelligence category 6.33% 7.37% 7.39%
Number of salaries quoted 154 256 437
10th Percentile £35,750 £35,000 £35,150
25th Percentile £37,750 £41,250 £42,500
Median annual salary (50th Percentile) £50,000 £55,000 £55,000
Median % change year-on-year -9.09% - +10.00%
75th Percentile £60,000 £73,125 £70,000
90th Percentile £76,250 £80,000 £86,000
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% +4.76%

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 3,478 4,614 7,135
As % of all permanent IT jobs advertised in the South East 26.53% 26.03% 27.37%
Number of salaries quoted 2,855 3,827 6,031
10th Percentile £33,750 £31,250 £29,750
25th Percentile £41,250 £37,782 £36,250
Median annual salary (50th Percentile) £52,500 £50,000 £47,500
Median % change year-on-year +5.00% +5.26% +5.56%
75th Percentile £63,875 £62,500 £61,250
90th Percentile £75,000 £75,000 £73,750
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

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 13 May 2021.

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 13 May 2021. 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 +1 88 £50,000 -16.67% 18
Hampshire +18 59 £50,000 +17.65% 8
Berkshire -37 40 £50,000 -20.00% 11
Surrey -36 38 £56,000 -6.67% 8
Buckinghamshire +34 29 £36,500 -36.52% 7
Oxfordshire +35 19 £47,500 -
East Sussex +20 12 £48,250 -12.27%
Kent -1 12 £40,500 +15.71% 3
West Sussex -16 5 £60,000 +33.33% 2
Data Warehouse
England

For the 6 months to 13 May 2021, 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.

1 134 (60.91%) Business Intelligence
2 127 (57.73%) SQL
3 77 (35.00%) Azure
4 76 (34.55%) Power BI
4 76 (34.55%) Power Platform
5 72 (32.73%) SQL Server
6 68 (30.91%) Data Modelling
7 63 (28.64%) ETL
8 61 (27.73%) Finance
9 57 (25.91%) Analytics
10 56 (25.45%) Social Skills
11 51 (23.18%) Decision-Making
12 46 (20.91%) SQL Server Integration Services
13 45 (20.45%) Visualisation
14 42 (19.09%) Microsoft
15 39 (17.73%) Agile Software Development
16 38 (17.27%) Tableau
17 36 (16.36%) DevOps
18 32 (14.55%) SQL Server Analysis Services
19 31 (14.09%) T-SQL
19 31 (14.09%) Data Engineering
20 30 (13.64%) Data Architecture
21 29 (13.18%) Data Governance
21 29 (13.18%) Python
22 28 (12.73%) Data Visualisation
22 28 (12.73%) AWS
22 28 (12.73%) Azure Data Factory
23 27 (12.27%) SQL Server Reporting Services
24 26 (11.82%) Snowflake Schema
24 26 (11.82%) Data Quality

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 7 (3.18%) SharePoint
2 4 (1.82%) Apache Airflow
2 4 (1.82%) SAS
3 1 (0.45%) Apache Spark
3 1 (0.45%) ArcGIS
3 1 (0.45%) IIS
Applications
1 16 (7.27%) Microsoft Excel
2 3 (1.36%) Spreadsheet
Business Applications
1 5 (2.27%) Shopify
2 1 (0.45%) Dynamics AX
2 1 (0.45%) Dynamics NAV
2 1 (0.45%) Infor M3
2 1 (0.45%) NetSuite
2 1 (0.45%) OPENHousing
2 1 (0.45%) Oracle Retail
2 1 (0.45%) SAP Business One
2 1 (0.45%) Sentinel
Cloud Services
1 77 (35.00%) Azure
2 76 (34.55%) Power Platform
3 28 (12.73%) AWS
3 28 (12.73%) Azure Data Factory
4 13 (5.91%) GCP
5 10 (4.55%) Dynamics 365
6 9 (4.09%) Azure Sentinel
7 8 (3.64%) SaaS
8 7 (3.18%) Azure Synapse Analytics
9 6 (2.73%) Cloud Computing
9 6 (2.73%) Microsoft 365
9 6 (2.73%) Slack
10 5 (2.27%) Google Sheets
11 3 (1.36%) Azure Storage
12 2 (0.91%) Amazon S3
12 2 (0.91%) Azure Logic Apps
13 1 (0.45%) PaaS
13 1 (0.45%) Power Automate
13 1 (0.45%) PowerApps
13 1 (0.45%) Virtual Private Cloud
Communications & Networking
1 3 (1.36%) Internet
2 2 (0.91%) SAN
Database & Business Intelligence
1 76 (34.55%) Power BI
2 72 (32.73%) SQL Server
3 46 (20.91%) SQL Server Integration Services
4 38 (17.27%) Tableau
5 32 (14.55%) SQL Server Analysis Services
6 27 (12.27%) SQL Server Reporting Services
7 26 (11.82%) Snowflake Schema
8 24 (10.91%) Relational Database
9 23 (10.45%) Data Lake
10 22 (10.00%) Enterprise Data Warehouse
11 17 (7.73%) Azure SQL Data Warehouse
11 17 (7.73%) QlikView
12 16 (7.27%) Amazon Redshift
13 13 (5.91%) PostgreSQL
14 11 (5.00%) Big Data
14 11 (5.00%) Microsoft Analysis Services
15 9 (4.09%) BusinessObjects
15 9 (4.09%) DB2
16 8 (3.64%) Azure SQL Database
16 8 (3.64%) Oracle ODI
Development Applications
1 9 (4.09%) Git (software)
2 6 (2.73%) ERwin
3 2 (0.91%) ER Studio
3 2 (0.91%) JIRA
3 2 (0.91%) SQL Server Management Studio (SSMS)
3 2 (0.91%) Team Foundation Server
3 2 (0.91%) Visual Studio
4 1 (0.45%) TeamCity
General
1 61 (27.73%) Finance
2 56 (25.45%) Social Skills
3 24 (10.91%) Analytical Skills
4 14 (6.36%) Retail
5 8 (3.64%) Documentation Skills
6 6 (2.73%) Billing
6 6 (2.73%) Influencing Skills
7 5 (2.27%) Marketing
7 5 (2.27%) Public Sector
8 4 (1.82%) Manufacturing
8 4 (1.82%) Presentation Skills
9 2 (0.91%) Financial Institution
10 1 (0.45%) Banking
10 1 (0.45%) Digital Economy
10 1 (0.45%) Investment Banking
10 1 (0.45%) Law
10 1 (0.45%) Legal
10 1 (0.45%) Telecoms
Job Titles
1 54 (24.55%) Developer
2 34 (15.45%) Analyst
3 26 (11.82%) Data Engineer
4 20 (9.09%) Data Analyst
5 17 (7.73%) Data Governance Specialist
5 17 (7.73%) Data Warehouse Developer
6 16 (7.27%) Architect
7 15 (6.82%) Consultant
8 12 (5.45%) Data Architect
9 11 (5.00%) .NET Developer
9 11 (5.00%) ASP.NET Developer
9 11 (5.00%) Business Intelligence Developer
9 11 (5.00%) C# .NET Developer
9 11 (5.00%) C# ASP.NET Developer
9 11 (5.00%) C# Developer
9 11 (5.00%) SQL Analyst
10 10 (4.55%) Power BI Analyst
11 9 (4.09%) Business Intelligence Analyst
11 9 (4.09%) Senior Consultant
12 8 (3.64%) Junior
Libraries, Frameworks & Software Standards
1 16 (7.27%) .NET
1 16 (7.27%) XML
2 11 (5.00%) ASP.NET
3 9 (4.09%) RESTful
4 7 (3.18%) J2EE
4 7 (3.18%) XBRL
5 6 (2.73%) ASP.NET MVC
5 6 (2.73%) jQuery
5 6 (2.73%) JSON
5 6 (2.73%) REST
5 6 (2.73%) SOAP
6 5 (2.27%) .NET Framework
6 5 (2.27%) CSS
6 5 (2.27%) HTML
7 4 (1.82%) Django
7 4 (1.82%) Flask
7 4 (1.82%) Pandas
8 3 (1.36%) MDX
8 3 (1.36%) Ruby on Rails
8 3 (1.36%) Web Services
Miscellaneous
1 20 (9.09%) Data Structures
2 17 (7.73%) Management Information System
2 17 (7.73%) Taxonomies
3 9 (4.09%) LIMS
3 9 (4.09%) Linux Command Line
4 7 (3.18%) Replication
5 4 (1.82%) Algorithms
5 4 (1.82%) Blog
5 4 (1.82%) Greenfield Project
5 4 (1.82%) NHS
6 3 (1.36%) Client/Server
7 2 (0.91%) Clustering
7 2 (0.91%) FMCG
7 2 (0.91%) Reference Data
7 2 (0.91%) Self-Motivation
7 2 (0.91%) Virtual Team
8 1 (0.45%) Hybrid Cloud
8 1 (0.45%) Life Science
8 1 (0.45%) Video Conferencing
Operating Systems
1 12 (5.45%) Linux
2 7 (3.18%) Unix
2 7 (3.18%) Windows
3 2 (0.91%) Red Hat Enterprise Linux
3 2 (0.91%) Windows Server
Processes & Methodologies
1 134 (60.91%) Business Intelligence
2 68 (30.91%) Data Modelling
3 63 (28.64%) ETL
4 57 (25.91%) Analytics
5 51 (23.18%) Decision-Making
6 45 (20.45%) Visualisation
7 39 (17.73%) Agile Software Development
8 36 (16.36%) DevOps
9 31 (14.09%) Data Engineering
10 30 (13.64%) Data Architecture
11 29 (13.18%) Data Governance
12 28 (12.73%) Data Visualisation
13 23 (10.45%) Dashboard Development
13 23 (10.45%) Data Analysis
13 23 (10.45%) Data Management
14 22 (10.00%) Data Integration
15 21 (9.55%) Migration
16 20 (9.09%) Software Engineering
17 19 (8.64%) Project Management
18 17 (7.73%) ERP
Programming Languages
1 127 (57.73%) SQL
2 31 (14.09%) T-SQL
3 29 (13.18%) Python
4 22 (10.00%) R
5 15 (6.82%) C#
6 14 (6.36%) Data Analysis Expressions (DAX)
7 11 (5.00%) JavaScript
8 10 (4.55%) Java
8 10 (4.55%) PowerShell
9 9 (4.09%) Ruby
10 4 (1.82%) PL/SQL
11 1 (0.45%) ABAP
11 1 (0.45%) C
11 1 (0.45%) VB
11 1 (0.45%) VB.NET
11 1 (0.45%) VBA
Qualifications
1 19 (8.64%) Degree
2 5 (2.27%) PRINCE2 Practitioner
3 4 (1.82%) Computer Science Degree
4 2 (0.91%) ACCA
4 2 (0.91%) CIMA
4 2 (0.91%) SC Cleared
4 2 (0.91%) Security Cleared
5 1 (0.45%) APMP
5 1 (0.45%) AWS Certification
5 1 (0.45%) ITIL Foundation Certificate
5 1 (0.45%) Microsoft Certification
5 1 (0.45%) Tableau Certification
Quality Assurance & Compliance
1 26 (11.82%) Data Quality
2 12 (5.45%) QA
3 5 (2.27%) SLA
4 3 (1.36%) COBIT
4 3 (1.36%) GDPR
5 1 (0.45%) HL7
5 1 (0.45%) NCSC
System Software
1 9 (4.09%) Docker
2 7 (3.18%) Hyper-V
3 2 (0.91%) Active Directory
4 1 (0.45%) Virtual Machines
Systems Management
1 8 (3.64%) Kubernetes
2 4 (1.82%) Terraform
3 2 (0.91%) Ansible
3 2 (0.91%) Opscode Chef
3 2 (0.91%) Puppet
4 1 (0.45%) Failover Clustering
Vendors
1 42 (19.09%) Microsoft
2 22 (10.00%) Oracle
3 18 (8.18%) Cognos
4 12 (5.45%) Google
4 12 (5.45%) Informatica
5 6 (2.73%) Databricks
5 6 (2.73%) MicroStrategy
5 6 (2.73%) Talend
5 6 (2.73%) TIBCO
6 4 (1.82%) SAP
7 2 (0.91%) Alteryx
7 2 (0.91%) Cisco
7 2 (0.91%) F5
7 2 (0.91%) HP
7 2 (0.91%) IBM
7 2 (0.91%) Juniper
7 2 (0.91%) Red Hat
7 2 (0.91%) Salesforce.com
7 2 (0.91%) VMware
8 1 (0.45%) Infor