Period
to 27 May 2020

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 27 May 2020 with a comparison to the same period in the previous 2 years.

Data Warehousing
6 months to
27 May 2020
Same period 2019 Same period 2018
Rank 87 98 85
Rank change year-on-year +11 -13 -25
Permanent jobs citing Data Warehouse 53 79 155
As % of all permanent jobs advertised in Leeds 2.26% 2.53% 3.27%
As % of the Database & Business Intelligence category 9.12% 9.26% 12.22%
Number of salaries quoted 20 74 116
Median annual salary £63,750 £47,500 £45,000
Median salary % change year-on-year +34.21% +5.56% +5.88%
10th Percentile £42,162 £34,125 £31,750
90th Percentile £74,500 £55,250 £65,000
West Yorkshire median annual salary £60,000 £45,000 £45,000
% change year-on-year +33.33% - -

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 Leeds with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Leeds
Permanent vacancies with a requirement for database or business intelligence skills 581 853 1,268
As % of all permanent IT jobs advertised in Leeds 24.79% 27.33% 26.76%
Number of salaries quoted 472 776 1,088
Median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +5.88%
10th Percentile £31,250 £31,125 £31,250
90th Percentile £68,750 £63,552 £62,500
West Yorkshire median annual salary £46,500 £42,500 £42,500
% change year-on-year +9.41% - +2.41%

Data Warehouse
Job Vacancy Trend in Leeds

Job postings citing Data Warehouse as a proportion of all IT jobs advertised in Leeds.

Job vacancy trend for Data Warehouse in Leeds

Data Warehouse
Salary Trend in Leeds

3-month moving average salary quoted in jobs citing Data Warehouse in Leeds.

Salary trend for Data Warehouse in Leeds

Data Warehouse
Salary Histogram in Leeds

Salary distribution for jobs citing Data Warehouse in Leeds over the 6 months to 27 May 2020.

Salary histogram for Data Warehouse in Leeds

For the 6 months to 27 May 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 Leeds region with a requirement for Data Warehouse.

1 28 (52.83%) Business Intelligence
2 26 (49.06%) SQL
3 25 (47.17%) ETL
4 22 (41.51%) Migration
5 16 (30.19%) Analytics
6 15 (28.30%) Azure
7 13 (24.53%) Data Transformation
7 13 (24.53%) Finance
7 13 (24.53%) SQL Server Integration Services
7 13 (24.53%) Azure Data Factory
8 12 (22.64%) Power Platform
8 12 (22.64%) Data Modelling
8 12 (22.64%) Microsoft
8 12 (22.64%) Power BI
8 12 (22.64%) Azure SQL Database
9 11 (20.75%) Tableau
9 11 (20.75%) Data Analytics
9 11 (20.75%) Databricks
10 10 (18.87%) AWS
10 10 (18.87%) Visualisation
10 10 (18.87%) Artificial Intelligence
11 9 (16.98%) PlateSpin
11 9 (16.98%) Clustering
11 9 (16.98%) Active Directory
11 9 (16.98%) SAP
11 9 (16.98%) Windows
11 9 (16.98%) Hyper-V
11 9 (16.98%) SCVMM
11 9 (16.98%) PaaS
11 9 (16.98%) IaaS

Data Warehouse
Co-occurring IT Skills in Leeds 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 3 (5.66%) Apache Spark
2 2 (3.77%) Confluence
3 1 (1.89%) SAS
3 1 (1.89%) SharePoint
Applications
1 3 (5.66%) Microsoft Excel
2 1 (1.89%) Microsoft Office
Cloud Services
1 15 (28.30%) Azure
2 13 (24.53%) Azure Data Factory
3 12 (22.64%) Power Platform
4 10 (18.87%) AWS
5 9 (16.98%) Azure Stack
5 9 (16.98%) IaaS
5 9 (16.98%) PaaS
6 2 (3.77%) Amazon EC2
6 2 (3.77%) Amazon Kinesis
6 2 (3.77%) Amazon SageMaker
7 1 (1.89%) Azure Machine Learning
7 1 (1.89%) GCP
7 1 (1.89%) Office 365
Database & Business Intelligence
1 13 (24.53%) SQL Server Integration Services
2 12 (22.64%) Azure SQL Database
2 12 (22.64%) Power BI
3 9 (16.98%) Azure SQL Data Warehouse
3 9 (16.98%) Data Lake
4 8 (15.09%) Snowflake Schema
5 5 (9.43%) Big Data
5 5 (9.43%) SQL Server
6 4 (7.55%) SQL Server Analysis Services
7 2 (3.77%) Amazon Athena
7 2 (3.77%) Amazon Aurora
7 2 (3.77%) Amazon RDS
7 2 (3.77%) Microsoft Analysis Services
7 2 (3.77%) Pentaho
7 2 (3.77%) SAP Data Services
7 2 (3.77%) SQL Server Reporting Services
8 1 (1.89%) Amazon QuickSight
8 1 (1.89%) OLAP
8 1 (1.89%) SQL Server 2005
8 1 (1.89%) SQL Server 2016
Development Applications
1 2 (3.77%) Bitbucket
1 2 (3.77%) JIRA
General
1 13 (24.53%) Finance
2 8 (15.09%) Retail
3 2 (3.77%) Public Sector
Job Titles
1 13 (24.53%) Data Manager
2 12 (22.64%) Architect
2 12 (22.64%) Operations Manager
3 5 (9.43%) Azure Architect
3 5 (9.43%) Developer
4 4 (7.55%) Business Intelligence Developer
5 2 (3.77%) AWS Engineer
5 2 (3.77%) Business Intelligence Lead
5 2 (3.77%) Data Architect
5 2 (3.77%) Data Engineer
5 2 (3.77%) ETL Developer
5 2 (3.77%) Head of Technology
5 2 (3.77%) Migration Manager
6 1 (1.89%) AWS DevOps
6 1 (1.89%) Azure Test Lead
6 1 (1.89%) Finance Business Analyst
6 1 (1.89%) Power BI Developer
6 1 (1.89%) Principal Business Intelligence Consultant
6 1 (1.89%) SAP Financial Analyst
6 1 (1.89%) SAP Financial Business Analyst
Libraries, Frameworks & Software Standards
1 2 (3.77%) Web Services
2 1 (1.89%) MDX
Miscellaneous
1 9 (16.98%) Clustering
1 9 (16.98%) Data Centre
2 2 (3.77%) Analytical Skills
3 1 (1.89%) Greenfield Project
3 1 (1.89%) NHS
3 1 (1.89%) User Experience
Operating Systems
1 9 (16.98%) Windows
1 9 (16.98%) Windows Server
Processes & Methodologies
1 28 (52.83%) Business Intelligence
2 25 (47.17%) ETL
3 22 (41.51%) Migration
4 16 (30.19%) Analytics
5 13 (24.53%) Data Transformation
6 12 (22.64%) Data Modelling
7 11 (20.75%) Data Analytics
8 10 (18.87%) Artificial Intelligence
8 10 (18.87%) Visualisation
9 8 (15.09%) ETL Development
10 7 (13.21%) Order to Cash
10 7 (13.21%) Procure-to-Pay
10 7 (13.21%) Record to Report
11 6 (11.32%) Requirements Gathering
12 5 (9.43%) Data Migration
13 4 (7.55%) Data Analysis
13 4 (7.55%) Data Science
13 4 (7.55%) Project Management
14 3 (5.66%) IT Strategy
14 3 (5.66%) Server Management
Programming Languages
1 26 (49.06%) SQL
2 5 (9.43%) T-SQL
3 4 (7.55%) Python
4 3 (5.66%) C#
4 3 (5.66%) Java
4 3 (5.66%) JavaScript
4 3 (5.66%) Ruby
4 3 (5.66%) Scala
5 1 (1.89%) Data Analysis Expressions (DAX)
5 1 (1.89%) PL/SQL
Qualifications
1 1 (1.89%) Degree
Quality Assurance & Compliance
1 2 (3.77%) Data Quality
1 2 (3.77%) GDPR
2 1 (1.89%) QA
System Software
1 9 (16.98%) Active Directory
1 9 (16.98%) Hyper-V
1 9 (16.98%) Virtual Machines
Systems Management
1 9 (16.98%) SCVMM
Vendors
1 12 (22.64%) Microsoft
2 11 (20.75%) Databricks
2 11 (20.75%) Tableau
3 9 (16.98%) PlateSpin
3 9 (16.98%) SAP
3 9 (16.98%) VirtaMove
4 8 (15.09%) Netezza
5 1 (1.89%) Google
5 1 (1.89%) Informatica
5 1 (1.89%) Oracle