Period
to 28 January 2022

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 28 January 2022 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > East of England
6 months to
28 Jan 2022
Same period 2021 Same period 2020
Rank 120 87 105
Rank change year-on-year -33 +18 +42
Permanent jobs citing Data Warehouse 137 67 171
As % of all permanent jobs advertised in the East of England 2.30% 2.68% 2.81%
As % of the Database & Business Intelligence category 11.84% 11.67% 10.69%
Number of salaries quoted 78 51 125
10th Percentile £36,250 £35,428 £38,950
25th Percentile £41,250 £42,500 £46,250
Median annual salary (50th Percentile) £55,000 £52,500 £55,000
Median % change year-on-year +4.76% -4.55% +15.79%
75th Percentile £65,000 £70,625 £77,500
90th Percentile £68,250 £85,000 £84,500
England median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - +9.09%

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 1,157 574 1,600
As % of all permanent IT jobs advertised in the East of England 19.46% 22.98% 26.25%
Number of salaries quoted 638 451 1,285
10th Percentile £31,250 £31,250 £28,750
25th Percentile £38,916 £36,250 £37,500
Median annual salary (50th Percentile) £50,000 £50,000 £47,500
Median % change year-on-year - +5.26% -
75th Percentile £66,250 £65,000 £61,250
90th Percentile £73,750 £75,000 £75,000
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

Data Warehouse
Job Vacancy Trend in the East of England

Job postings citing Data Warehouse as a proportion 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

3-month moving average salary quoted in 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

Salary distribution for jobs citing Data Warehouse in the East of England over the 6 months to 28 January 2022.

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 28 January 2022. 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
Jobs
Hertfordshire -36 64 £55,000 +22.22% 9
Cambridgeshire -29 50 £37,500 -40.00% 8
Essex -5 12 £58,750 +58.53% 2
Bedfordshire -18 9 £55,000 +4.76% 5
Suffolk - 2 £55,000 -
Data Warehouse
England

For the 6 months to 28 January 2022, 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.

1 108 (78.83%) SQL
2 82 (59.85%) Business Intelligence
3 74 (54.01%) ETL
4 70 (51.09%) Analytics
5 56 (40.88%) Data Modelling
6 53 (38.69%) Azure
7 51 (37.23%) Visualisation
8 46 (33.58%) SQL Server
8 46 (33.58%) Power BI
8 46 (33.58%) Power Platform
9 40 (29.20%) Data Engineering
10 38 (27.74%) Microsoft
11 37 (27.01%) AWS
12 36 (26.28%) Life Science
12 36 (26.28%) Analytical Skills
13 35 (25.55%) Data Visualisation
13 35 (25.55%) Oracle
13 35 (25.55%) SQL Server Reporting Services
14 28 (20.44%) Agile Software Development
14 28 (20.44%) Data Analytics
14 28 (20.44%) Degree
15 27 (19.71%) SQL Server Integration Services
15 27 (19.71%) Data Lake
16 26 (18.98%) Enterprise Data Warehouse
16 26 (18.98%) Law
16 26 (18.98%) Management Information System
17 25 (18.25%) Python
17 25 (18.25%) Tableau
18 23 (16.79%) Data Analysis
18 23 (16.79%) Data Science

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 19 (13.87%) Apache Spark
2 8 (5.84%) SharePoint
3 4 (2.92%) Apache
4 2 (1.46%) Apache Airflow
4 2 (1.46%) Apache Synapse
4 2 (1.46%) SAS
5 1 (0.73%) Confluence
Applications
1 10 (7.30%) Microsoft Excel
2 8 (5.84%) Microsoft Project
2 8 (5.84%) MS Visio
3 1 (0.73%) Microsoft Office
3 1 (0.73%) Microsoft PowerPoint
3 1 (0.73%) Oracle Smart View
Business Applications
1 1 (0.73%) Dynamics CRM
1 1 (0.73%) HFM
1 1 (0.73%) JDE OneWorld
1 1 (0.73%) NetSuite
1 1 (0.73%) Shopify
Cloud Services
1 53 (38.69%) Azure
2 46 (33.58%) Power Platform
3 37 (27.01%) AWS
4 20 (14.60%) GCP
5 13 (9.49%) Azure Data Factory
5 13 (9.49%) Azure Synapse Analytics
6 8 (5.84%) Microsoft 365
7 6 (4.38%) Amazon S3
7 6 (4.38%) Azure Logic Apps
7 6 (4.38%) Azure Sentinel
7 6 (4.38%) Snowflake
8 5 (3.65%) Cloud Computing
8 5 (3.65%) PaaS
8 5 (3.65%) Serverless
9 3 (2.19%) Amazon CloudWatch
9 3 (2.19%) Amazon EMR
9 3 (2.19%) Amazon SQS
9 3 (2.19%) PowerApps
10 2 (1.46%) Azure Functions
10 2 (1.46%) Collibra
Communications & Networking
1 1 (0.73%) DNS
1 1 (0.73%) Firewall
1 1 (0.73%) Internet
1 1 (0.73%) Skype
Database & Business Intelligence
1 46 (33.58%) Power BI
1 46 (33.58%) SQL Server
2 35 (25.55%) SQL Server Reporting Services
3 27 (19.71%) Data Lake
3 27 (19.71%) SQL Server Integration Services
4 26 (18.98%) Enterprise Data Warehouse
5 25 (18.25%) Tableau
6 22 (16.06%) SQL Server Analysis Services
7 20 (14.60%) Star Schema
8 18 (13.14%) MySQL
9 16 (11.68%) Big Data
9 16 (11.68%) BusinessObjects
9 16 (11.68%) Oracle ODI
10 11 (8.03%) Amazon Redshift
10 11 (8.03%) Relational Database
11 9 (6.57%) Azure SQL Database
11 9 (6.57%) Data Mining
12 6 (4.38%) Metadata
12 6 (4.38%) PostgreSQL
12 6 (4.38%) Power Query
Development Applications
1 19 (13.87%) Git (software)
2 4 (2.92%) Oracle APEX
3 3 (2.19%) Jenkins
3 3 (2.19%) Sonatype Nexus
4 2 (1.46%) JIRA
4 2 (1.46%) Toad
4 2 (1.46%) Visual Studio
5 1 (0.73%) Bitbucket
5 1 (0.73%) ERwin
5 1 (0.73%) Oracle Forms
5 1 (0.73%) Postman
5 1 (0.73%) SoapUI
5 1 (0.73%) Team Foundation Server
General
1 36 (26.28%) Analytical Skills
2 26 (18.98%) Law
3 19 (13.87%) Inclusion and Diversity
4 17 (12.41%) Marketing
5 16 (11.68%) Finance
6 14 (10.22%) Social Skills
7 10 (7.30%) Presentation Skills
8 9 (6.57%) Retail
9 7 (5.11%) Pharmaceutical
10 3 (2.19%) Games
10 3 (2.19%) Manufacturing
11 2 (1.46%) Advertising
11 2 (1.46%) Banking
11 2 (1.46%) Electronics
11 2 (1.46%) Public Sector
11 2 (1.46%) Telecoms
12 1 (0.73%) Documentation Skills
12 1 (0.73%) Legal
Job Titles
1 44 (32.12%) Developer
2 34 (24.82%) Data Engineer
3 29 (21.17%) Business Intelligence Developer
4 14 (10.22%) SQL Developer
5 13 (9.49%) Power BI Developer
6 9 (6.57%) SAP BusinessObjects (BO) Developer
6 9 (6.57%) SSRS Developer
7 8 (5.84%) Analyst
7 8 (5.84%) Architect
7 8 (5.84%) Data Architect
8 7 (5.11%) ICT Manager
8 7 (5.11%) ICT Project Manager
8 7 (5.11%) Project Manager
8 7 (5.11%) Report Developer
9 6 (4.38%) Senior Business Intelligence Developer
9 6 (4.38%) Senior Developer
10 5 (3.65%) Analytics Manager
10 5 (3.65%) Insight Manager
11 4 (2.92%) Business Intelligence Analyst
11 4 (2.92%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 14 (10.22%) Kafka
2 11 (8.03%) .NET
2 11 (8.03%) Web Services
3 9 (6.57%) REST
3 9 (6.57%) SOAP
4 8 (5.84%) XML
5 7 (5.11%) UDDI
5 7 (5.11%) WSDL
6 5 (3.65%) ARM Templates
6 5 (3.65%) JSON
6 5 (3.65%) YAML
7 3 (2.19%) Elastic Stack
8 2 (1.46%) ADSI
8 2 (1.46%) ASP.NET
8 2 (1.46%) ASP.NET Web API
8 2 (1.46%) WCF
9 1 (0.73%) EDI
9 1 (0.73%) Node.js
9 1 (0.73%) ODBC
9 1 (0.73%) OLE DB
Miscellaneous
1 36 (26.28%) Life Science
2 26 (18.98%) Management Information System
3 7 (5.11%) Biotechnology
3 7 (5.11%) Data Centre
3 7 (5.11%) Data Structures
3 7 (5.11%) Legacy Systems
3 7 (5.11%) PMI
4 3 (2.19%) Social Media
5 2 (1.46%) Blog
5 2 (1.46%) NHS
5 2 (1.46%) Self-Motivation
5 2 (1.46%) Tandem
6 1 (0.73%) User Experience
Operating Systems
1 9 (6.57%) Windows
2 7 (5.11%) Windows 10
3 2 (1.46%) Linux
3 2 (1.46%) Unix
4 1 (0.73%) Windows Server
Processes & Methodologies
1 82 (59.85%) Business Intelligence
2 74 (54.01%) ETL
3 70 (51.09%) Analytics
4 56 (40.88%) Data Modelling
5 51 (37.23%) Visualisation
6 40 (29.20%) Data Engineering
7 35 (25.55%) Data Visualisation
8 28 (20.44%) Agile Software Development
8 28 (20.44%) Data Analytics
9 23 (16.79%) Data Analysis
9 23 (16.79%) Data Science
9 23 (16.79%) Decision-Making
10 22 (16.06%) Data-Driven Decision Making
10 22 (16.06%) Migration
11 19 (13.87%) Computer Science
11 19 (13.87%) Mathematics
12 18 (13.14%) Data Management
13 17 (12.41%) Business Analytics
13 17 (12.41%) Thought Leadership
14 16 (11.68%) ETL Development
Programming Languages
1 108 (78.83%) SQL
2 25 (18.25%) Python
3 17 (12.41%) T-SQL
4 11 (8.03%) Java
5 10 (7.30%) Data Analysis Expressions (DAX)
6 5 (3.65%) Formula Language
7 4 (2.92%) VBA
8 3 (2.19%) C#
8 3 (2.19%) Groovy
8 3 (2.19%) PL/SQL
9 2 (1.46%) JavaScript
9 2 (1.46%) PowerShell
10 1 (0.73%) Go
10 1 (0.73%) R
10 1 (0.73%) Scala
10 1 (0.73%) Shell Script
10 1 (0.73%) TypeScript
10 1 (0.73%) VB
10 1 (0.73%) VBScript
Qualifications
1 28 (20.44%) Degree
2 15 (10.95%) Master's Degree
2 15 (10.95%) PhD
3 7 (5.11%) PMI Certification
4 3 (2.19%) Computer Science Degree
5 2 (1.46%) ISEB
5 2 (1.46%) MBCS
6 1 (0.73%) ACCA
6 1 (0.73%) CIMA
Quality Assurance & Compliance
1 18 (13.14%) Data Quality
2 2 (1.46%) GxP
3 1 (0.73%) ISO/IEC 27001
3 1 (0.73%) QA
Systems Management
1 2 (1.46%) Ansible
1 2 (1.46%) Kubernetes
1 2 (1.46%) Terraform
Vendors
1 38 (27.74%) Microsoft
2 35 (25.55%) Oracle
3 12 (8.76%) MuleSoft
4 9 (6.57%) Talend
5 8 (5.84%) Databricks
5 8 (5.84%) SAP
6 7 (5.11%) Google
7 5 (3.65%) Alteryx
7 5 (3.65%) MicroStrategy
7 5 (3.65%) Workday
8 4 (2.92%) Informatica
9 3 (2.19%) Alibaba
9 3 (2.19%) Facebook
9 3 (2.19%) Splunk
10 2 (1.46%) NVIDIA
11 1 (0.73%) IBM
11 1 (0.73%) JD Edwards
11 1 (0.73%) Sage
11 1 (0.73%) Salesforce.com