Period
to 8 July 2020

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 8 July 2020 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > Yorkshire
6 months to
8 Jul 2020
Same period 2019 Same period 2018
Rank 106 132 98
Rank change year-on-year +26 -34 -32
Permanent jobs citing Data Warehouse 88 203 283
As % of all permanent jobs advertised in Yorkshire 2.16% 2.58% 2.86%
As % of the Database & Business Intelligence category 8.50% 10.49% 10.14%
Number of salaries quoted 63 184 238
Median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,250 £36,250 £31,250
90th Percentile £71,500 £67,500 £60,250
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 Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 1,035 1,936 2,792
As % of all permanent IT jobs advertised in Yorkshire 25.45% 24.63% 28.22%
Number of salaries quoted 896 1,734 2,392
Median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £30,250 £28,750 £27,500
90th Percentile £65,000 £62,500 £60,000
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 Yorkshire

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

Job vacancy trend for Data Warehouse in Yorkshire

Data Warehouse
Salary Trend in Yorkshire

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

Salary trend for Data Warehouse in Yorkshire

Data Warehouse
Salary Histogram in Yorkshire

Salary distribution for jobs citing Data Warehouse in Yorkshire over the 6 months to 8 July 2020.

Salary histogram for Data Warehouse in Yorkshire

Data Warehouse
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the Yorkshire region over the 6 months to 8 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
West Yorkshire +7 65 £60,000 +33.33% 7
South Yorkshire +34 16 £47,500 +16.65% 1
North Yorkshire +46 3 £33,500 -34.63%
East Yorkshire +27 3 £29,000 -52.46%
Data Warehouse
England

For the 6 months to 8 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 Yorkshire region with a requirement for Data Warehouse.

1 53 (60.23%) Business Intelligence
2 51 (57.95%) SQL
3 39 (44.32%) ETL
4 28 (31.82%) Migration
4 28 (31.82%) Azure
5 27 (30.68%) Microsoft
6 25 (28.41%) SQL Server Integration Services
6 25 (28.41%) Analytics
7 24 (27.27%) Power BI
7 24 (27.27%) Power Platform
8 20 (22.73%) Data Modelling
9 19 (21.59%) SQL Server
10 16 (18.18%) Agile Software Development
10 16 (18.18%) Data Transformation
10 16 (18.18%) Azure SQL Database
11 15 (17.05%) Tableau
11 15 (17.05%) Data Analytics
11 15 (17.05%) Azure Data Factory
11 15 (17.05%) Retail
12 14 (15.91%) Visualisation
13 13 (14.77%) Databricks
14 12 (13.64%) SQL Server Reporting Services
14 12 (13.64%) SQL Server Analysis Services
14 12 (13.64%) Windows
14 12 (13.64%) CRM
14 12 (13.64%) Data Lake
14 12 (13.64%) Analytical Skills
14 12 (13.64%) AWS
14 12 (13.64%) PaaS
14 12 (13.64%) IaaS

Data Warehouse
Co-occurring IT Skills in Yorkshire 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 5 (5.68%) SharePoint
2 4 (4.55%) Apache Spark
2 4 (4.55%) CMS
3 2 (2.27%) Confluence
4 1 (1.14%) SAS
Applications
1 6 (6.82%) Microsoft Excel
2 2 (2.27%) MS Visio
3 1 (1.14%) Microsoft Office
Business Applications
1 6 (6.82%) Dynamics CRM
2 1 (1.14%) Dynamics AX
Cloud Services
1 28 (31.82%) Azure
2 24 (27.27%) Power Platform
3 15 (17.05%) Azure Data Factory
4 12 (13.64%) AWS
4 12 (13.64%) IaaS
4 12 (13.64%) PaaS
5 11 (12.50%) Azure Stack
6 4 (4.55%) Dynamics 365
7 3 (3.41%) Amazon Kinesis
8 2 (2.27%) Amazon EC2
8 2 (2.27%) Amazon SageMaker
8 2 (2.27%) SaaS
9 1 (1.14%) Azure Machine Learning
9 1 (1.14%) Cloud Computing
9 1 (1.14%) Office 365
9 1 (1.14%) Serverless
Database & Business Intelligence
1 25 (28.41%) SQL Server Integration Services
2 24 (27.27%) Power BI
3 19 (21.59%) SQL Server
4 16 (18.18%) Azure SQL Database
5 12 (13.64%) Data Lake
5 12 (13.64%) SQL Server Analysis Services
5 12 (13.64%) SQL Server Reporting Services
6 11 (12.50%) Azure SQL Data Warehouse
7 9 (10.23%) Snowflake Schema
8 7 (7.95%) Big Data
9 3 (3.41%) SAP Data Services
10 2 (2.27%) Amazon Athena
10 2 (2.27%) Amazon Aurora
10 2 (2.27%) Amazon RDS
10 2 (2.27%) Crystal Reports
10 2 (2.27%) Enterprise Data Warehouse
10 2 (2.27%) Hadoop
10 2 (2.27%) OLTP
10 2 (2.27%) Pentaho
10 2 (2.27%) SQL Server 2014
Development Applications
1 7 (7.95%) Visual Studio
2 2 (2.27%) Bitbucket
2 2 (2.27%) JIRA
3 1 (1.14%) Cucumber
3 1 (1.14%) Oracle APEX
3 1 (1.14%) Selenium
3 1 (1.14%) SpecFlow
General
1 15 (17.05%) Retail
2 8 (9.09%) Finance
3 3 (3.41%) Games
3 3 (3.41%) Law
4 2 (2.27%) Public Sector
5 1 (1.14%) Manufacturing
5 1 (1.14%) Marketing
Job Titles
1 20 (22.73%) Architect
2 14 (15.91%) Developer
3 13 (14.77%) Data Manager
4 12 (13.64%) Operations Manager
5 10 (11.36%) Data Architect
6 8 (9.09%) Business Intelligence Developer
6 8 (9.09%) Technical Leader
7 7 (7.95%) Azure Architect
8 5 (5.68%) Tester
9 4 (4.55%) Data Engineer
9 4 (4.55%) Technical Design Leader
10 3 (3.41%) Business Developer
10 3 (3.41%) IT Manager
10 3 (3.41%) Project Manager
10 3 (3.41%) SQL Developer
11 2 (2.27%) Data Analyst
11 2 (2.27%) Data Modeller
11 2 (2.27%) Data Warehouse Developer
11 2 (2.27%) ETL Developer
11 2 (2.27%) IT Project Manager
Libraries, Frameworks & Software Standards
1 6 (6.82%) .NET
2 2 (2.27%) Web Services
3 1 (1.14%) .NET Core
3 1 (1.14%) Gherkin
3 1 (1.14%) Kafka
3 1 (1.14%) MDX
3 1 (1.14%) Middleware
Miscellaneous
1 12 (13.64%) Analytical Skills
2 11 (12.50%) Clustering
2 11 (12.50%) Data Centre
3 4 (4.55%) Greenfield Project
4 2 (2.27%) Algorithms
4 2 (2.27%) User Experience
5 1 (1.14%) NHS
5 1 (1.14%) Video\Live Streaming
Operating Systems
1 12 (13.64%) Windows
2 11 (12.50%) Windows Server
3 2 (2.27%) Linux
4 1 (1.14%) Unix
Processes & Methodologies
1 53 (60.23%) Business Intelligence
2 39 (44.32%) ETL
3 28 (31.82%) Migration
4 25 (28.41%) Analytics
5 20 (22.73%) Data Modelling
6 16 (18.18%) Agile Software Development
6 16 (18.18%) Data Transformation
7 15 (17.05%) Data Analytics
8 14 (15.91%) Visualisation
9 12 (13.64%) CRM
10 10 (11.36%) Artificial Intelligence
11 9 (10.23%) Data Science
11 9 (10.23%) Requirements Gathering
12 8 (9.09%) Data Migration
13 7 (7.95%) DevOps
13 7 (7.95%) ETL Development
14 6 (6.82%) Cybersecurity
14 6 (6.82%) IT Strategy
14 6 (6.82%) ITIL V3
14 6 (6.82%) Service Design
Programming Languages
1 51 (57.95%) SQL
2 11 (12.50%) T-SQL
3 10 (11.36%) Python
4 5 (5.68%) Java
4 5 (5.68%) JavaScript
5 4 (4.55%) C#
6 3 (3.41%) Ruby
6 3 (3.41%) Scala
7 2 (2.27%) PL/SQL
8 1 (1.14%) Data Analysis Expressions (DAX)
8 1 (1.14%) R
8 1 (1.14%) X++
Qualifications
1 1 (1.14%) Degree
Quality Assurance & Compliance
1 4 (4.55%) Data Quality
2 2 (2.27%) GDPR
2 2 (2.27%) SLA
3 1 (1.14%) QA
System Software
1 11 (12.50%) Active Directory
1 11 (12.50%) Hyper-V
1 11 (12.50%) Virtual Machines
Systems Management
1 11 (12.50%) SCVMM
Vendors
1 27 (30.68%) Microsoft
2 15 (17.05%) Tableau
3 13 (14.77%) Databricks
4 11 (12.50%) PlateSpin
4 11 (12.50%) VirtaMove
5 8 (9.09%) Netezza
6 4 (4.55%) SAP
7 3 (3.41%) Oracle
8 2 (2.27%) Informatica
8 2 (2.27%) Salesforce.com
9 1 (1.14%) MuleSoft
9 1 (1.14%) SnapLogic
9 1 (1.14%) Workday