Period
to 17 January 2022

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

Data Warehousing
England > Yorkshire
6 months to
17 Jan 2022
Same period 2021 Same period 2020
Rank 81 99 119
Rank change year-on-year +18 +20 -7
Permanent jobs citing Data Warehouse 228 100 131
As % of all permanent jobs advertised in Yorkshire 3.32% 2.73% 2.15%
As % of the Database & Business Intelligence category 14.70% 9.46% 8.54%
Number of salaries quoted 176 93 111
10th Percentile £35,463 £36,500 £32,500
25th Percentile £39,938 £41,250 £39,250
Median annual salary (50th Percentile) £45,000 £47,500 £47,500
Median % change year-on-year -5.26% - +5.56%
75th Percentile £57,500 £57,500 £58,750
90th Percentile £80,000 £77,500 £67,500
England median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +4.55%

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 1,551 1,057 1,534
As % of all permanent IT jobs advertised in Yorkshire 22.59% 28.82% 25.14%
Number of salaries quoted 1,271 915 1,313
10th Percentile £31,750 £31,250 £30,000
25th Percentile £37,500 £37,500 £35,000
Median annual salary (50th Percentile) £47,500 £47,500 £45,000
Median % change year-on-year - +5.56% +5.88%
75th Percentile £61,000 £58,750 £55,000
90th Percentile £71,250 £65,000 £64,750
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

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 17 January 2022.

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 17 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
Job
Vacancies
West Yorkshire +11 152 £45,000 -18.18% 16
North Yorkshire -2 35 £55,000 +15.79% 2
South Yorkshire -5 32 £45,000 - 2
East Yorkshire -11 1 £54,500 +81.67% 2
Data Warehouse
England

For the 6 months to 17 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 Yorkshire region with a requirement for Data Warehouse.

1 155 (67.98%) Business Intelligence
2 143 (62.72%) SQL
3 92 (40.35%) ETL
4 90 (39.47%) Azure
5 83 (36.40%) Microsoft
6 80 (35.09%) Power BI
6 80 (35.09%) Power Platform
7 79 (34.65%) Agile Software Development
8 73 (32.02%) SQL Server
9 66 (28.95%) SQL Server Integration Services
10 62 (27.19%) Social Skills
11 57 (25.00%) Analytics
11 57 (25.00%) Data Modelling
12 51 (22.37%) Finance
13 49 (21.49%) SQL Server Reporting Services
14 40 (17.54%) Data Management
15 34 (14.91%) Data Lake
16 33 (14.47%) Problem-Solving
16 33 (14.47%) Management Information System
16 33 (14.47%) T-SQL
16 33 (14.47%) Python
16 33 (14.47%) AWS
17 29 (12.72%) Decision-Making
18 28 (12.28%) Data Strategy
18 28 (12.28%) Data Quality
18 28 (12.28%) Data Governance
18 28 (12.28%) SQL Server Analysis Services
19 26 (11.40%) Azure SQL Database
19 26 (11.40%) Tableau
20 24 (10.53%) Visualisation

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 17 (7.46%) Confluence
2 10 (4.39%) Apache Spark
3 7 (3.07%) SAS
3 7 (3.07%) SharePoint
4 6 (2.63%) Apache
5 4 (1.75%) Apache Solr
6 2 (0.88%) Apache Synapse
7 1 (0.44%) Apache Pig
Applications
1 22 (9.65%) Microsoft Excel
2 16 (7.02%) MS Visio
3 7 (3.07%) Microsoft Office
4 1 (0.44%) Microsoft PowerPoint
Business Applications
1 5 (2.19%) Dynamics NAV
1 5 (2.19%) iTrent
2 2 (0.88%) Unit4 Business World
3 1 (0.44%) Dynamics AX
3 1 (0.44%) IBM Planning Analytics
3 1 (0.44%) NetSuite
3 1 (0.44%) Oracle Applications
Cloud Services
1 90 (39.47%) Azure
2 80 (35.09%) Power Platform
3 33 (14.47%) AWS
4 17 (7.46%) Azure Data Factory
5 16 (7.02%) GCP
6 12 (5.26%) SaaS
7 10 (4.39%) Serverless
8 5 (2.19%) AWS Lambda
8 5 (2.19%) AWS Step Functions
8 5 (2.19%) Azure Logic Apps
8 5 (2.19%) Azure Machine Learning
8 5 (2.19%) Azure Synapse Analytics
8 5 (2.19%) Dynamics 365
8 5 (2.19%) Power Automate
8 5 (2.19%) PowerApps
9 4 (1.75%) Azure App Service
9 4 (1.75%) Azure Service Bus
9 4 (1.75%) Azure Service Fabric
9 4 (1.75%) Azure Storage
9 4 (1.75%) Microsoft 365
Communications & Networking
1 1 (0.44%) Broadband
Database & Business Intelligence
1 80 (35.09%) Power BI
2 73 (32.02%) SQL Server
3 66 (28.95%) SQL Server Integration Services
4 49 (21.49%) SQL Server Reporting Services
5 34 (14.91%) Data Lake
6 28 (12.28%) SQL Server Analysis Services
7 26 (11.40%) Azure SQL Database
7 26 (11.40%) Tableau
8 24 (10.53%) Metadata
9 23 (10.09%) Relational Database
10 20 (8.77%) Azure SQL Data Warehouse
11 19 (8.33%) Enterprise Data Warehouse
12 14 (6.14%) PostgreSQL
13 13 (5.70%) BusinessObjects
13 13 (5.70%) OLAP
14 12 (5.26%) Hadoop
14 12 (5.26%) NoSQL
14 12 (5.26%) Oracle OLAP
15 11 (4.82%) Big Data
15 11 (4.82%) MySQL
Development Applications
1 17 (7.46%) JIRA
2 13 (5.70%) Git (software)
2 13 (5.70%) Visual Studio
3 8 (3.51%) VSS/SourceSafe
4 5 (2.19%) SQL Server Management Studio (SSMS)
5 4 (1.75%) Subversion
5 4 (1.75%) Visual Studio Team System
6 2 (0.88%) Jenkins
7 1 (0.44%) Atlassian Bamboo
7 1 (0.44%) Bitbucket
7 1 (0.44%) Cactus
7 1 (0.44%) GitLab
7 1 (0.44%) Oracle Forms
General
1 62 (27.19%) Social Skills
2 51 (22.37%) Finance
3 16 (7.02%) Analytical Skills
4 9 (3.95%) Legal
5 8 (3.51%) Influencing Skills
5 8 (3.51%) Retail
6 6 (2.63%) Manufacturing
7 5 (2.19%) Organisational Skills
8 4 (1.75%) Automotive
8 4 (1.75%) Inclusion and Diversity
8 4 (1.75%) Public Sector
9 2 (0.88%) Brand Awareness
9 2 (0.88%) Electronics
9 2 (0.88%) Law
10 1 (0.44%) Banking
10 1 (0.44%) Marketing
10 1 (0.44%) Publishing
Job Titles
1 79 (34.65%) Developer
2 39 (17.11%) Business Intelligence Developer
3 38 (16.67%) Analyst
4 33 (14.47%) Data Engineer
5 22 (9.65%) Architect
6 21 (9.21%) Senior Developer
7 17 (7.46%) IT Manager
7 17 (7.46%) IT Project Manager
7 17 (7.46%) Project Manager
8 16 (7.02%) Data Architect
9 14 (6.14%) Business Intelligence Analyst
10 13 (5.70%) Data Modeller
11 10 (4.39%) Data Warehouse Developer
11 10 (4.39%) Principal Engineer
12 9 (3.95%) DBA
12 9 (3.95%) Power BI Developer
12 9 (3.95%) SQL Developer
13 7 (3.07%) .NET Developer
13 7 (3.07%) Data Analyst
13 7 (3.07%) Systems Manager
Libraries, Frameworks & Software Standards
1 20 (8.77%) .NET
2 9 (3.95%) MDX
3 8 (3.51%) REST
4 7 (3.07%) .NET Core
4 7 (3.07%) .NET Framework
4 7 (3.07%) Blazor
5 6 (2.63%) Kafka
6 5 (2.19%) PySpark
6 5 (2.19%) React
6 5 (2.19%) RESTful
7 4 (1.75%) GeoJSON
7 4 (1.75%) JSON
7 4 (1.75%) SAML
7 4 (1.75%) SOAP
7 4 (1.75%) Web Services
8 3 (1.32%) Node.js
8 3 (1.32%) NumPy
8 3 (1.32%) Pandas
9 2 (0.88%) Lambda Expressions
9 2 (0.88%) XML
Miscellaneous
1 33 (14.47%) Management Information System
2 18 (7.89%) Reference Data
3 14 (6.14%) Data Protection Act
4 8 (3.51%) Data Structures
5 7 (3.07%) Greenfield Project
6 5 (2.19%) e-Learning
7 4 (1.75%) Hybrid Cloud
7 4 (1.75%) Life Science
7 4 (1.75%) Renewable Energy
7 4 (1.75%) Social Network
8 3 (1.32%) Blog
8 3 (1.32%) User Experience
9 2 (0.88%) Tandem
10 1 (0.44%) Cloud Native
10 1 (0.44%) Enterprise Software
10 1 (0.44%) FMCG
10 1 (0.44%) Freedom of Information
10 1 (0.44%) Freedom of Information Act
10 1 (0.44%) NHS
10 1 (0.44%) Reinsurance
Operating Systems
1 6 (2.63%) Linux
2 2 (0.88%) Windows
3 1 (0.44%) Unix
Processes & Methodologies
1 155 (67.98%) Business Intelligence
2 92 (40.35%) ETL
3 79 (34.65%) Agile Software Development
4 57 (25.00%) Analytics
4 57 (25.00%) Data Modelling
5 40 (17.54%) Data Management
6 33 (14.47%) Problem-Solving
7 29 (12.72%) Decision-Making
8 28 (12.28%) Data Governance
8 28 (12.28%) Data Strategy
9 24 (10.53%) Scrum
9 24 (10.53%) Visualisation
10 23 (10.09%) Continuous Improvement
11 21 (9.21%) Stakeholder Engagement
12 20 (8.77%) Cybersecurity
12 20 (8.77%) Information Management
12 20 (8.77%) ITIL
12 20 (8.77%) Metadata Management
12 20 (8.77%) PRINCE2
12 20 (8.77%) Software Licensing
Programming Languages
1 143 (62.72%) SQL
2 33 (14.47%) Python
2 33 (14.47%) T-SQL
3 22 (9.65%) Java
4 18 (7.89%) C#
5 17 (7.46%) Data Analysis Expressions (DAX)
6 12 (5.26%) Scala
7 9 (3.95%) R
8 8 (3.51%) JavaScript
9 4 (1.75%) VB
9 4 (1.75%) VBA
10 3 (1.32%) PL/SQL
10 3 (1.32%) PowerShell
10 3 (1.32%) X++
11 2 (0.88%) ANSI SQL
12 1 (0.44%) HiveQL
12 1 (0.44%) TypeScript
Qualifications
1 10 (4.39%) Degree
2 5 (2.19%) Computer Science Degree
3 3 (1.32%) ISEB
4 1 (0.44%) ITIL Certification
4 1 (0.44%) Master's Degree
4 1 (0.44%) PhD
Quality Assurance & Compliance
1 28 (12.28%) Data Quality
2 23 (10.09%) GDPR
3 17 (7.46%) PMO
4 4 (1.75%) QA
5 2 (0.88%) SLA
System Software
1 3 (1.32%) VMware Infrastructure
2 1 (0.44%) Apache Flume
2 1 (0.44%) Apache ZooKeeper
2 1 (0.44%) HDFS
2 1 (0.44%) Oracle RAC
Systems Management
1 1 (0.44%) Ansible
Vendors
1 83 (36.40%) Microsoft
2 23 (10.09%) Oracle
3 22 (9.65%) SAP
4 17 (7.46%) Adobe
4 17 (7.46%) Apple
5 14 (6.14%) Databricks
6 6 (2.63%) Informatica
6 6 (2.63%) Talend
7 5 (2.19%) Cognos
8 4 (1.75%) IBM
9 3 (1.32%) Citrix
9 3 (1.32%) VMware
10 2 (0.88%) Dell
10 2 (0.88%) NVIDIA
11 1 (0.44%) Google
11 1 (0.44%) Hortonworks
11 1 (0.44%) JDA
11 1 (0.44%) RedPrairie