Period
to 23 February 2020

The following table provides summary statistics for permanent job vacancies advertised in West 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 23 February 2020 with a comparison to the same period in the previous 2 years.

Data Warehousing
Yorkshire > West Yorkshire
6 months to
23 Feb 2020
Same period 2019 Same period 2018
Rank 111 100 72
Rank change year-on-year -11 -28 +16
Permanent jobs citing Data Warehouse 81 124 241
As % of all permanent IT jobs advertised in West Yorkshire 2.01% 2.67% 3.49%
As % of the Database & Business Intelligence category 8.26% 11.06% 13.62%
Number of salaries quoted 54 113 201
West Yorkshire median annual salary £50,000 £42,500 £45,000
Median salary % change year-on-year +17.65% -5.56% -
10th Percentile £37,475 £32,500 £31,250
90th Percentile £69,250 £72,500 £67,500
Yorkshire median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +5.88%

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 West Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 981 1,121 1,770
As % of all permanent IT jobs advertised in West Yorkshire 24.39% 24.17% 25.65%
Number of salaries quoted 822 947 1,551
West Yorkshire median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - +6.25%
10th Percentile £31,250 £30,000 £29,750
90th Percentile £65,000 £58,750 £60,000
Yorkshire median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

Data Warehouse
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Data Warehouse in West Yorkshire

Data Warehouse
Salary Trend in West Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Warehouse in West Yorkshire.

Salary trend for Data Warehouse in West Yorkshire

Data Warehouse
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Data Warehouse in West Yorkshire over the 6 months to 23 February 2020.

Salary histogram for Data Warehouse in West Yorkshire

Data Warehouse
Job Locations in West 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 West Yorkshire region over the 6 months to 23 February 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
Leeds -14 51 £55,000 +15.79% 16
Halifax +2 10 £47,500 +11.76% 1
Huddersfield - 7 £52,500 -
Bradford -7 5 £56,750 +33.53% 3
Wakefield +6 2 £26,971 -35.01% 4
Dewsbury +2 2 £46,250 +23.33%
Ilkley - 1 £50,000 -
Data Warehouse
Yorkshire

For the 6 months to 23 February 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 West Yorkshire region with a requirement for Data Warehouse.

1 50 (61.73%) Business Intelligence
2 48 (59.26%) SQL
3 38 (46.91%) ETL
4 36 (44.44%) SQL Server
5 30 (37.04%) Microsoft
6 29 (35.80%) SQL Server Integration Services
7 28 (34.57%) T-SQL
8 27 (33.33%) Power BI
8 27 (33.33%) Power Platform
9 23 (28.40%) Data Modelling
10 21 (25.93%) Azure
11 20 (24.69%) Finance
12 19 (23.46%) AWS
13 18 (22.22%) SQL Server Analysis Services
14 17 (20.99%) SQL Server Reporting Services
15 16 (19.75%) Agile Software Development
16 14 (17.28%) Migration
16 14 (17.28%) Microsoft Excel
17 13 (16.05%) CRM
17 13 (16.05%) Analytics
18 12 (14.81%) ETL Development
18 12 (14.81%) SAP
19 11 (13.58%) Python
19 11 (13.58%) Star Schema
19 11 (13.58%) Analytical Skills
20 9 (11.11%) Data Management
20 9 (11.11%) Translating Business Requirements
20 9 (11.11%) Data Quality
21 8 (9.88%) Tableau
21 8 (9.88%) Data Science

Data Warehouse
Co-occurring IT Skills in West 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 7 (8.64%) CMS
2 5 (6.17%) Apache Spark
3 3 (3.70%) Confluence
3 3 (3.70%) SAS
4 2 (2.47%) PowerExchange
4 2 (2.47%) SharePoint
4 2 (2.47%) Sitecore CMS
5 1 (1.23%) Elasticsearch
Applications
1 14 (17.28%) Microsoft Excel
2 1 (1.23%) Microsoft Office
2 1 (1.23%) MS Visio
Business Applications
1 7 (8.64%) Dynamics CRM
2 1 (1.23%) Dynamics AX
2 1 (1.23%) Elite 3E
Cloud Services
1 27 (33.33%) Power Platform
2 21 (25.93%) Azure
3 19 (23.46%) AWS
4 5 (6.17%) Amazon Kinesis
5 4 (4.94%) SaaS
6 3 (3.70%) Amazon EC2
6 3 (3.70%) Amazon SageMaker
6 3 (3.70%) Azure Data Factory
6 3 (3.70%) Dynamics 365
7 2 (2.47%) Amazon EMR
7 2 (2.47%) GCP
8 1 (1.23%) AWS CloudFormation
8 1 (1.23%) Azure Machine Learning
Database & Business Intelligence
1 36 (44.44%) SQL Server
2 29 (35.80%) SQL Server Integration Services
3 27 (33.33%) Power BI
4 18 (22.22%) SQL Server Analysis Services
5 17 (20.99%) SQL Server Reporting Services
6 11 (13.58%) Star Schema
7 7 (8.64%) Big Data
8 6 (7.41%) Amazon Redshift
8 6 (7.41%) Azure SQL Database
8 6 (7.41%) Data Lake
8 6 (7.41%) Snowflake Schema
9 5 (6.17%) Amazon Athena
9 5 (6.17%) Amazon RDS
9 5 (6.17%) BusinessObjects
9 5 (6.17%) Microsoft Analysis Services
9 5 (6.17%) OLAP
9 5 (6.17%) QlikView
9 5 (6.17%) SQL Server 2008
9 5 (6.17%) SQL Server 2012
10 4 (4.94%) SQL Server 2016
Development Applications
1 5 (6.17%) Visual Studio
2 3 (3.70%) Bitbucket
2 3 (3.70%) JIRA
2 3 (3.70%) Team Foundation Server
3 1 (1.23%) RStudio
3 1 (1.23%) SQL Server Management Studio (SSMS)
General
1 20 (24.69%) Finance
2 8 (9.88%) Retail
3 2 (2.47%) Public Sector
4 1 (1.23%) Games
4 1 (1.23%) Housing Association
Job Titles
1 28 (34.57%) Developer
2 24 (29.63%) Business Intelligence Developer
3 14 (17.28%) Data Manager
4 13 (16.05%) ETL Developer
5 10 (12.35%) Analyst
5 10 (12.35%) Operations Manager
6 7 (8.64%) Business Intelligence Analyst
7 5 (6.17%) Architect
8 4 (4.94%) Analyst Developer
8 4 (4.94%) Business Developer
8 4 (4.94%) Developer Analyst
8 4 (4.94%) Solutions Architect
9 3 (3.70%) AWS Developer
9 3 (3.70%) Data Engineer
9 3 (3.70%) Operations Engineer
10 2 (2.47%) AWS Engineer
10 2 (2.47%) Data Analytics Consultant
10 2 (2.47%) Data Warehouse Manager
10 2 (2.47%) DevOps Engineer
10 2 (2.47%) Migration Manager
Libraries, Frameworks & Software Standards
1 6 (7.41%) Web Services
2 5 (6.17%) MDX
3 4 (4.94%) .NET
4 2 (2.47%) Elastic Stack
4 2 (2.47%) Kafka
4 2 (2.47%) Middleware
5 1 (1.23%) AngularJS
Miscellaneous
1 11 (13.58%) Analytical Skills
2 3 (3.70%) Management Information System
3 2 (2.47%) Driving Licence
3 2 (2.47%) Greenfield Project
3 2 (2.47%) Self-Motivation
3 2 (2.47%) Tandem
4 1 (1.23%) FMCG
4 1 (1.23%) NHS
Operating Systems
1 2 (2.47%) Unix
1 2 (2.47%) Windows
1 2 (2.47%) Windows Server
2 1 (1.23%) Linux
Processes & Methodologies
1 50 (61.73%) Business Intelligence
2 38 (46.91%) ETL
3 23 (28.40%) Data Modelling
4 16 (19.75%) Agile Software Development
5 14 (17.28%) Migration
6 13 (16.05%) Analytics
6 13 (16.05%) CRM
7 12 (14.81%) ETL Development
8 9 (11.11%) Data Management
8 9 (11.11%) Translating Business Requirements
9 8 (9.88%) Artificial Intelligence
9 8 (9.88%) Data Science
9 8 (9.88%) Project Management
10 7 (8.64%) Order to Cash
10 7 (8.64%) Procure-to-Pay
10 7 (8.64%) Record to Report
11 6 (7.41%) Data Transformation
11 6 (7.41%) DevOps
11 6 (7.41%) IT Strategy
11 6 (7.41%) Problem-Solving
Programming Languages
1 48 (59.26%) SQL
2 28 (34.57%) T-SQL
3 11 (13.58%) Python
4 8 (9.88%) Java
5 7 (8.64%) Scala
6 6 (7.41%) C#
7 5 (6.17%) JavaScript
7 5 (6.17%) Ruby
8 3 (3.70%) VBA
9 2 (2.47%) Bash Shell
9 2 (2.47%) Korn
9 2 (2.47%) PowerShell
10 1 (1.23%) R
10 1 (1.23%) X++
Qualifications
1 3 (3.70%) Degree
2 1 (1.23%) MCP
2 1 (1.23%) MCSE
2 1 (1.23%) Microsoft Certification
Quality Assurance & Compliance
1 9 (11.11%) Data Quality
2 3 (3.70%) GDPR
2 3 (3.70%) SLA
3 2 (2.47%) QA
System Software
1 2 (2.47%) HDFS
Systems Management
1 2 (2.47%) Hadoop YARN
1 2 (2.47%) Mesos
2 1 (1.23%) Opscode Chef
2 1 (1.23%) Puppet
Vendors
1 30 (37.04%) Microsoft
2 12 (14.81%) SAP
3 8 (9.88%) Netezza
3 8 (9.88%) Tableau
4 2 (2.47%) Databricks
4 2 (2.47%) Google
4 2 (2.47%) Informatica
4 2 (2.47%) Salesforce.com
4 2 (2.47%) Sitecore
5 1 (1.23%) Cognos
5 1 (1.23%) Concur
5 1 (1.23%) IBM