Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 12 August 2022 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > Yorkshire
6 months to
12 Aug 2022		 Same period 2021 Same period 2020
Rank 112 63 105
Rank change year-on-year -49 +42 +28
Permanent jobs citing Data Warehouse 198 259 67
As % of all permanent jobs advertised in Yorkshire 2.67% 4.24% 2.01%
As % of the Database & Business Intelligence category 11.84% 16.16% 7.48%
Number of salaries quoted 120 211 45
10th Percentile £35,000 £33,000 £33,500
25th Percentile £41,503 £38,750 £42,000
Median annual salary (50th Percentile) £57,000 £47,500 £52,500
Median % change year-on-year +20.00% -9.52% +16.67%
75th Percentile £72,500 £65,000 £63,750
90th Percentile £117,500 £82,500 £70,500
England median annual salary £65,000 £60,000 £60,000
% change year-on-year +8.33% - +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 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 1,672 1,603 896
As % of all permanent IT jobs advertised in Yorkshire 22.55% 26.25% 26.86%
Number of salaries quoted 980 1,275 793
10th Percentile £32,500 £30,500 £30,000
25th Percentile £41,250 £37,500 £35,000
Median annual salary (50th Percentile) £55,000 £47,500 £45,000
Median % change year-on-year +15.79% +5.56% +5.88%
75th Percentile £68,750 £60,000 £56,250
90th Percentile £85,000 £68,750 £65,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +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 12 August 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 12 August 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
West Yorkshire -50 129 £55,000 +4.76% 7
North Yorkshire -3 54 £60,000 +33.33% 3
South Yorkshire -20 12 £45,000 -1.64% 2
East Yorkshire -7 2 £65,000 +23.37%
Data Warehouse
England

For the 6 months to 12 August 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.

1 130 (65.66%) SQL
2 116 (58.59%) Azure
3 106 (53.54%) Business Intelligence
4 85 (42.93%) Power BI
4 85 (42.93%) Power Platform
5 80 (40.40%) Analytics
6 74 (37.37%) Agile
7 68 (34.34%) Microsoft
8 65 (32.83%) ETL
9 64 (32.32%) Python
10 63 (31.82%) SQL Server
10 63 (31.82%) Data Lake
11 60 (30.30%) Tableau
12 55 (27.78%) Snowflake
13 54 (27.27%) Data Modelling
14 51 (25.76%) DevOps
15 50 (25.25%) SQL Server Integration Services
16 46 (23.23%) T-SQL
17 39 (19.70%) Social Skills
18 38 (19.19%) Azure Synapse Analytics
19 37 (18.69%) Finance
19 37 (18.69%) AWS
20 34 (17.17%) Data Science
21 33 (16.67%) SQL Server Reporting Services
22 32 (16.16%) Azure Data Factory
22 32 (16.16%) Data Engineering
23 31 (15.66%) Data Pipeline
24 30 (15.15%) Analytical Skills
24 30 (15.15%) Oracle
24 30 (15.15%) Data Analytics

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 16 (8.08%) Apache
2 5 (2.53%) Apache Airflow
3 4 (2.02%) Confluence
4 2 (1.01%) Oracle SOA Suite
4 2 (1.01%) WebLogic
5 1 (0.51%) Apache Spark
5 1 (0.51%) Luigi
Applications
1 11 (5.56%) Microsoft Excel
2 6 (3.03%) Microsoft Office
3 4 (2.02%) MS Visio
4 2 (1.01%) Microsoft PowerPoint
Cloud Services
1 116 (58.59%) Azure
2 85 (42.93%) Power Platform
3 55 (27.78%) Snowflake
4 38 (19.19%) Azure Synapse Analytics
5 37 (18.69%) AWS
6 32 (16.16%) Azure Data Factory
7 29 (14.65%) Matillion
8 24 (12.12%) GCP
9 22 (11.11%) Azure DevOps
10 20 (10.10%) PaaS
11 16 (8.08%) SaaS
12 12 (6.06%) Azure Storage
13 10 (5.05%) Azure Cosmos DB
14 4 (2.02%) IaaS
14 4 (2.02%) Serverless
15 3 (1.52%) Azure Sentinel
16 2 (1.01%) Amazon S3
16 2 (1.01%) AWS Lambda
16 2 (1.01%) dbt
17 1 (0.51%) Azure Stack
Database & Business Intelligence
1 85 (42.93%) Power BI
2 63 (31.82%) Data Lake
2 63 (31.82%) SQL Server
3 60 (30.30%) Tableau
4 50 (25.25%) SQL Server Integration Services
5 33 (16.67%) SQL Server Reporting Services
6 18 (9.09%) Essbase
7 16 (8.08%) Enterprise Data Warehouse
7 16 (8.08%) SQL Server Analysis Services
8 14 (7.07%) Azure SQL Data Warehouse
8 14 (7.07%) OLAP
9 13 (6.57%) Big Data
9 13 (6.57%) OLTP
10 11 (5.56%) Relational Database
11 10 (5.05%) Data Mart
12 9 (4.55%) Metadata
12 9 (4.55%) Star Schema
13 8 (4.04%) Amazon Redshift
13 8 (4.04%) BusinessObjects
13 8 (4.04%) Elasticsearch
Development Applications
1 11 (5.56%) Git (software)
2 10 (5.05%) SQL Server Management Studio (SSMS)
3 9 (4.55%) Postman
3 9 (4.55%) Visual Studio
4 8 (4.04%) GitLab
4 8 (4.04%) JIRA
5 6 (3.03%) Jenkins
6 5 (2.53%) TeamCity
7 4 (2.02%) Octopus Deploy
8 2 (1.01%) Oracle Forms
9 1 (0.51%) Gatling
9 1 (0.51%) Newman
9 1 (0.51%) Selenium
9 1 (0.51%) Spinnaker
General
1 39 (19.70%) Social Skills
2 37 (18.69%) Finance
3 30 (15.15%) Analytical Skills
4 18 (9.09%) Influencing Skills
5 9 (4.55%) Banking
6 8 (4.04%) Law
7 6 (3.03%) Legal
8 5 (2.53%) Marketing
8 5 (2.53%) Public Sector
9 3 (1.52%) Retail
10 2 (1.01%) Organisational Skills
10 2 (1.01%) Presentation Skills
10 2 (1.01%) Telecoms
11 1 (0.51%) Electronics
11 1 (0.51%) Games
11 1 (0.51%) Manufacturing
Job Titles
1 63 (31.82%) Data Engineer
2 40 (20.20%) Analyst
3 36 (18.18%) Developer
4 24 (12.12%) Senior Analyst
5 22 (11.11%) Business Intelligence Developer
6 19 (9.60%) Business Intelligence Analyst
7 18 (9.09%) Principal Engineer
7 18 (9.09%) Senior Business Intelligence Analyst
8 11 (5.56%) Senior Developer
9 10 (5.05%) Data Manager
9 10 (5.05%) DevOps Engineer
10 9 (4.55%) Data Analyst
11 8 (4.04%) SQL Developer
12 7 (3.54%) Senior Data Engineer
13 6 (3.03%) Business Developer
13 6 (3.03%) Data Warehouse Developer
14 5 (2.53%) Business Analyst
14 5 (2.53%) Senior Data Warehouse Developer
14 5 (2.53%) Senior Technician
14 5 (2.53%) Technical Leader
Libraries, Frameworks & Software Standards
1 11 (5.56%) Kafka
2 10 (5.05%) .NET
2 10 (5.05%) Node.js
2 10 (5.05%) React
3 9 (4.55%) Gherkin
3 9 (4.55%) JSON
3 9 (4.55%) Playwright
3 9 (4.55%) WPF
4 4 (2.02%) MDX
5 3 (1.52%) Apache Avro
5 3 (1.52%) HTML
5 3 (1.52%) PySpark
5 3 (1.52%) XML
6 2 (1.01%) Middleware
6 2 (1.01%) REST
6 2 (1.01%) scikit-learn
6 2 (1.01%) TensorFlow
7 1 (0.51%) Matplotlib
7 1 (0.51%) Play Framework
7 1 (0.51%) RabbitMQ
Miscellaneous
1 17 (8.59%) Self-Motivation
2 14 (7.07%) Data Structures
3 8 (4.04%) Reference Data
4 6 (3.03%) Management Information System
5 4 (2.02%) Algorithms
5 4 (2.02%) Greenfield Project
5 4 (2.02%) NHS
6 3 (1.52%) Public Cloud
6 3 (1.52%) User Experience
7 2 (1.01%) Data Protection Act
7 2 (1.01%) Driving Licence
7 2 (1.01%) EPoS
8 1 (0.51%) Cloud Native
8 1 (0.51%) Private Cloud
8 1 (0.51%) Renewable Energy
Operating Systems
1 11 (5.56%) Windows
2 4 (2.02%) Linux
3 2 (1.01%) Red Hat Enterprise Linux
3 2 (1.01%) Windows Server
Processes & Methodologies
1 106 (53.54%) Business Intelligence
2 80 (40.40%) Analytics
3 74 (37.37%) Agile
4 65 (32.83%) ETL
5 54 (27.27%) Data Modelling
6 51 (25.76%) DevOps
7 34 (17.17%) Data Science
8 32 (16.16%) Data Engineering
9 31 (15.66%) Data Pipeline
10 30 (15.15%) Data Analytics
11 28 (14.14%) Visualisation
12 27 (13.64%) CI/CD
13 26 (13.13%) Decision-Making
14 24 (12.12%) Translating Business Requirements
15 23 (11.62%) Data Management
15 23 (11.62%) Data Visualisation
16 22 (11.11%) Data Integration
17 21 (10.61%) Problem-Solving
18 18 (9.09%) Business Transformation
19 17 (8.59%) Data Strategy
Programming Languages
1 130 (65.66%) SQL
2 64 (32.32%) Python
3 46 (23.23%) T-SQL
4 19 (9.60%) C#
5 15 (7.58%) Java
6 10 (5.05%) PL/SQL
7 9 (4.55%) JavaScript
8 7 (3.54%) PowerShell
9 4 (2.02%) Data Analysis Expressions (DAX)
10 3 (1.52%) Scala
10 3 (1.52%) VBA
11 2 (1.01%) Shell Script
12 1 (0.51%) R
Qualifications
1 11 (5.56%) Degree
2 3 (1.52%) ISEB
3 2 (1.01%) Microsoft Certification
Quality Assurance & Compliance
1 25 (12.63%) Data Quality
2 9 (4.55%) QA
3 1 (0.51%) SLA
System Software
1 5 (2.53%) Docker
2 2 (1.01%) VMware Infrastructure
Systems Management
1 18 (9.09%) Kubernetes
1 18 (9.09%) Terraform
2 3 (1.52%) Rancher
3 2 (1.01%) Ansible
Vendors
1 68 (34.34%) Microsoft
2 30 (15.15%) Oracle
3 28 (14.14%) Databricks
4 21 (10.61%) Alteryx
5 20 (10.10%) Teradata
6 16 (8.08%) Informatica
7 8 (4.04%) SAP
8 2 (1.01%) Google
8 2 (1.01%) HP
8 2 (1.01%) Hyperion
8 2 (1.01%) Nimble Storage
8 2 (1.01%) Red Hat
8 2 (1.01%) Veeam
8 2 (1.01%) VMware
9 1 (0.51%) Salesforce.com