Period
to 22 April 2021

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 22 April 2021 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > East Midlands
6 months to
22 Apr 2021
Same period 2020 Same period 2019
Rank 100 104 81
Rank change year-on-year +4 -23 +17
Permanent jobs citing Data Warehouse 53 70 142
As % of all permanent jobs advertised in the East Midlands 2.00% 2.29% 3.44%
As % of the Database & Business Intelligence category 7.32% 8.24% 11.28%
Number of salaries quoted 42 55 101
10th Percentile £32,550 £32,500 £31,250
25th Percentile £36,813 £33,125 £33,750
Median annual salary (50th Percentile) £43,000 £40,000 £42,000
Median % change year-on-year +7.50% -4.76% -1.18%
75th Percentile £62,188 £53,750 £47,500
90th Percentile £67,375 £81,500 £52,500
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 East Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East Midlands
Permanent vacancies with a requirement for database or business intelligence skills 724 849 1,259
As % of all permanent IT jobs advertised in the East Midlands 27.28% 27.73% 30.53%
Number of salaries quoted 601 730 945
10th Percentile £28,750 £27,500 £26,250
25th Percentile £33,000 £34,000 £32,000
Median annual salary (50th Percentile) £42,500 £42,500 £40,000
Median % change year-on-year - +6.25% -
75th Percentile £55,000 £55,000 £51,250
90th Percentile £62,500 £73,750 £62,500
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 East Midlands

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

Job vacancy trend for Data Warehouse in the East Midlands

Data Warehouse
Salary Trend in the East Midlands

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

Salary trend for Data Warehouse in the East Midlands

Data Warehouse
Salary Histogram in the East Midlands

Salary distribution for jobs citing Data Warehouse in the East Midlands over the 6 months to 22 April 2021.

Salary histogram for Data Warehouse in the East Midlands

Data Warehouse
Job Locations in the East Midlands

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 Midlands region over the 6 months to 22 April 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
Leicestershire -2 20 £38,500 - 1
Nottinghamshire +19 18 £57,500 -11.54% 5
Northamptonshire +10 8 £43,500 +5.45% 4
Derbyshire - 6 £39,000 -
Data Warehouse
England

For the 6 months to 22 April 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 East Midlands region with a requirement for Data Warehouse.

1 40 (75.47%) SQL
1 40 (75.47%) Business Intelligence
2 36 (67.92%) Azure
3 27 (50.94%) Microsoft
4 25 (47.17%) ETL
5 24 (45.28%) SQL Server
6 19 (35.85%) Data Modelling
7 18 (33.96%) Power BI
7 18 (33.96%) Power Platform
8 17 (32.08%) Visualisation
9 16 (30.19%) SQL Server Integration Services
9 16 (30.19%) Analytics
10 15 (28.30%) Databricks
10 15 (28.30%) SQL Server Reporting Services
11 14 (26.42%) Decision-Making
12 12 (22.64%) Migration
12 12 (22.64%) Microsoft Excel
13 11 (20.75%) Python
14 10 (18.87%) Stakeholder Management
14 10 (18.87%) SQL Server Analysis Services
14 10 (18.87%) Data Lake
15 9 (16.98%) Data Engineering
15 9 (16.98%) Azure Data Factory
15 9 (16.98%) Agile Software Development
15 9 (16.98%) Finance
16 8 (15.09%) Problem-Solving
16 8 (15.09%) Data Science
16 8 (15.09%) Terraform
17 7 (13.21%) Azure Synapse Analytics
17 7 (13.21%) Infrastructure as Code

Data Warehouse
Co-occurring IT Skills in the East Midlands 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 2 (3.77%) Apache Spark
1 2 (3.77%) SharePoint
2 1 (1.89%) Apache Airflow
2 1 (1.89%) Confluence
Applications
1 12 (22.64%) Microsoft Excel
2 3 (5.66%) Microsoft PowerPoint
2 3 (5.66%) Microsoft Project
2 3 (5.66%) MS Visio
3 1 (1.89%) Microsoft Office
Business Applications
1 1 (1.89%) Dynamics CRM
1 1 (1.89%) Dynamics NAV
1 1 (1.89%) Pegasus Opera
Cloud Services
1 36 (67.92%) Azure
2 18 (33.96%) Power Platform
3 9 (16.98%) Azure Data Factory
4 7 (13.21%) Azure Synapse Analytics
5 4 (7.55%) AWS
5 4 (7.55%) Azure Cosmos DB
6 3 (5.66%) GCP
7 2 (3.77%) Microsoft 365
7 2 (3.77%) PowerApps
8 1 (1.89%) AWS Lambda
8 1 (1.89%) Azure Machine Learning
8 1 (1.89%) Azure Stack
8 1 (1.89%) Dynamics 365
8 1 (1.89%) Google Analytics
8 1 (1.89%) SaaS
8 1 (1.89%) Serverless
Communications & Networking
1 2 (3.77%) Firewall
Database & Business Intelligence
1 24 (45.28%) SQL Server
2 18 (33.96%) Power BI
3 16 (30.19%) SQL Server Integration Services
4 15 (28.30%) SQL Server Reporting Services
5 10 (18.87%) Data Lake
5 10 (18.87%) SQL Server Analysis Services
6 6 (11.32%) Azure SQL Database
6 6 (11.32%) NoSQL
7 5 (9.43%) BusinessObjects
8 4 (7.55%) SQL Server 2012
8 4 (7.55%) SQL Server 2019
9 3 (5.66%) Big Data
9 3 (5.66%) Hadoop
9 3 (5.66%) Tableau
10 2 (3.77%) Azure SQL Data Warehouse
10 2 (3.77%) Data Mining
11 1 (1.89%) Amazon Athena
11 1 (1.89%) Amazon Redshift
11 1 (1.89%) Relational Database
11 1 (1.89%) SQL Server 2017
Development Applications
1 3 (5.66%) Git (software)
2 2 (3.77%) Visual Studio
3 1 (1.89%) Bitbucket
3 1 (1.89%) Jenkins
3 1 (1.89%) JIRA
3 1 (1.89%) Sonatype Nexus
3 1 (1.89%) SQL Server Management Studio (SSMS)
General
1 9 (16.98%) Finance
2 5 (9.43%) Law
3 3 (5.66%) Housing Association
4 1 (1.89%) Marketing
Job Titles
1 20 (37.74%) Data Engineer
2 13 (24.53%) Analyst
2 13 (24.53%) Developer
3 10 (18.87%) Azure Engineer
4 8 (15.09%) Business Intelligence Analyst
5 6 (11.32%) Business Intelligence Developer
5 6 (11.32%) Data Analyst
6 4 (7.55%) Analyst Developer
6 4 (7.55%) Developer Analyst
6 4 (7.55%) Principal Developer
6 4 (7.55%) SQL Analyst
7 3 (5.66%) Business Intelligence Data Analyst
7 3 (5.66%) Performance Analyst
7 3 (5.66%) SQL Developer
8 2 (3.77%) Business Intelligence Manager
8 2 (3.77%) Report Developer
8 2 (3.77%) SQL BI Developer
8 2 (3.77%) SQL Data Analyst
9 1 (1.89%) AWS Engineer
9 1 (1.89%) Data Insight Analyst
Libraries, Frameworks & Software Standards
1 7 (13.21%) .NET
2 4 (7.55%) MDX
3 2 (3.77%) Kafka
3 2 (3.77%) Web Services
4 1 (1.89%) .NET Core
4 1 (1.89%) .NET Framework
4 1 (1.89%) Apache NiFi
4 1 (1.89%) ASP.NET
4 1 (1.89%) COM
Miscellaneous
1 5 (9.43%) Analytical Skills
2 4 (7.55%) Management Information System
2 4 (7.55%) NHS
3 2 (3.77%) Self-Motivation
4 1 (1.89%) Data Structures
4 1 (1.89%) Mashup
4 1 (1.89%) Podcast
Processes & Methodologies
1 40 (75.47%) Business Intelligence
2 25 (47.17%) ETL
3 19 (35.85%) Data Modelling
4 17 (32.08%) Visualisation
5 16 (30.19%) Analytics
6 14 (26.42%) Decision-Making
7 12 (22.64%) Migration
8 10 (18.87%) Stakeholder Management
9 9 (16.98%) Agile Software Development
9 9 (16.98%) Data Engineering
10 8 (15.09%) Data Science
10 8 (15.09%) Problem-Solving
11 7 (13.21%) Data Extraction
11 7 (13.21%) Data Visualisation
11 7 (13.21%) Infrastructure as Code
12 6 (11.32%) Data Management
12 6 (11.32%) ERP
12 6 (11.32%) Master Data Management
12 6 (11.32%) TDD
13 5 (9.43%) Data Governance
Programming Languages
1 40 (75.47%) SQL
2 11 (20.75%) Python
3 7 (13.21%) T-SQL
4 6 (11.32%) C#
4 6 (11.32%) R
5 5 (9.43%) VB.NET
6 3 (5.66%) Java
7 1 (1.89%) Bash Shell
7 1 (1.89%) Data Analysis Expressions (DAX)
7 1 (1.89%) PL/SQL
7 1 (1.89%) VBA
Qualifications
1 7 (13.21%) Degree
Quality Assurance & Compliance
1 1 (1.89%) QA
1 1 (1.89%) SLA
System Software
1 2 (3.77%) Active Directory
Systems Management
1 8 (15.09%) Terraform
2 1 (1.89%) Ansible
2 1 (1.89%) Kubernetes
2 1 (1.89%) Puppet
2 1 (1.89%) SCOM
Vendors
1 27 (50.94%) Microsoft
2 15 (28.30%) Databricks
3 7 (13.21%) Oracle
4 4 (7.55%) Salesforce.com
5 2 (3.77%) Cognos
5 2 (3.77%) Google
5 2 (3.77%) SAP
5 2 (3.77%) Teradata
6 1 (1.89%) Facebook
6 1 (1.89%) Informatica
6 1 (1.89%) Pegasus
6 1 (1.89%) TIBCO
6 1 (1.89%) Twitter
6 1 (1.89%) YouTube