Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 26 February 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 26 February 2020 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > Yorkshire
6 months to
26 Feb 2020		 Same period 2019 Same period 2018
Rank 123 108 90
Rank change year-on-year -15 -18 +12
Permanent jobs citing Data Warehouse 123 197 304
As % of all permanent IT jobs advertised in Yorkshire 2.01% 2.69% 3.05%
As % of the Database & Business Intelligence category 8.08% 10.47% 11.05%
Number of salaries quoted 94 168 256
Yorkshire median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £30,250 £32,500 £31,250
90th Percentile £69,250 £71,250 £63,125
England median annual salary £60,000 £55,000 £52,000
% change year-on-year +9.09% +5.77% -2.80%

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 1,522 1,882 2,752
As % of all permanent IT jobs advertised in Yorkshire 24.90% 25.68% 27.63%
Number of salaries quoted 1,287 1,613 2,397
Yorkshire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £30,000 £28,250 £27,500
90th Percentile £65,000 £58,950 £58,000
England median annual salary £53,000 £52,500 £50,000
% change year-on-year +0.95% +5.00% +5.26%

Data Warehouse
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Warehouse in Yorkshire

Data Warehouse
Salary Trend in Yorkshire

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

Salary trend for Data Warehouse in Yorkshire

Data Warehouse
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Data Warehouse in Yorkshire over the 6 months to 26 February 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 26 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
West Yorkshire -7 82 £50,000 +17.65% 30
South Yorkshire +28 25 £44,000 +3.53% 8
North Yorkshire -14 15 £35,000 -30.00% 9
East Yorkshire +14 1 £82,500 +135.71% 1
Data Warehouse
England

For the 6 months to 26 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 Yorkshire region with a requirement for Data Warehouse.

1 80 (65.04%) Business Intelligence
2 69 (56.10%) SQL
3 57 (46.34%) ETL
4 53 (43.09%) SQL Server
5 47 (38.21%) Microsoft
6 43 (34.96%) SQL Server Integration Services
7 38 (30.89%) Power BI
7 38 (30.89%) Power Platform
8 36 (29.27%) Azure
9 34 (27.64%) T-SQL
10 29 (23.58%) SQL Server Reporting Services
10 29 (23.58%) Data Modelling
11 28 (22.76%) Finance
12 26 (21.14%) Analytics
13 25 (20.33%) SQL Server Analysis Services
14 24 (19.51%) AWS
15 21 (17.07%) Agile Software Development
16 20 (16.26%) Analytical Skills
17 19 (15.45%) Migration
17 19 (15.45%) Python
18 16 (13.01%) SAP
18 16 (13.01%) Tableau
19 15 (12.20%) CRM
20 14 (11.38%) Microsoft Excel
21 13 (10.57%) Java
21 13 (10.57%) Data Science
22 12 (9.76%) ETL Development
22 12 (9.76%) Star Schema
22 12 (9.76%) Retail
22 12 (9.76%) Big Data

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 7 (5.69%) CMS
2 5 (4.07%) Apache Spark
3 3 (2.44%) Confluence
3 3 (2.44%) SAS
4 2 (1.63%) MS Exchange
4 2 (1.63%) PowerExchange
4 2 (1.63%) SharePoint
4 2 (1.63%) Sitecore CMS
5 1 (0.81%) Elasticsearch
Applications
1 14 (11.38%) Microsoft Excel
2 3 (2.44%) Microsoft Office
3 1 (0.81%) MS Visio
Business Applications
1 7 (5.69%) Dynamics CRM
2 2 (1.63%) Epicor Tropos
3 1 (0.81%) Dynamics AX
3 1 (0.81%) Elite 3E
Cloud Services
1 38 (30.89%) Power Platform
2 36 (29.27%) Azure
3 24 (19.51%) AWS
4 7 (5.69%) SaaS
5 5 (4.07%) Amazon Kinesis
6 4 (3.25%) Azure Data Factory
7 3 (2.44%) Amazon EC2
7 3 (2.44%) Amazon SageMaker
7 3 (2.44%) Dynamics 365
8 2 (1.63%) Amazon EMR
8 2 (1.63%) GCP
8 2 (1.63%) Office 365
9 1 (0.81%) AWS CloudFormation
9 1 (0.81%) Azure Machine Learning
9 1 (0.81%) Azure Stack
9 1 (0.81%) IaaS
9 1 (0.81%) PaaS
Communications & Networking
1 2 (1.63%) Wi-Fi
Database & Business Intelligence
1 53 (43.09%) SQL Server
2 43 (34.96%) SQL Server Integration Services
3 38 (30.89%) Power BI
4 29 (23.58%) SQL Server Reporting Services
5 25 (20.33%) SQL Server Analysis Services
6 12 (9.76%) Big Data
6 12 (9.76%) Star Schema
7 9 (7.32%) Azure SQL Database
8 8 (6.50%) Data Lake
9 7 (5.69%) Azure SQL Data Warehouse
9 7 (5.69%) Snowflake Schema
10 6 (4.88%) Amazon Redshift
10 6 (4.88%) BusinessObjects
10 6 (4.88%) Crystal Reports
10 6 (4.88%) Enterprise Data Warehouse
11 5 (4.07%) Amazon Athena
11 5 (4.07%) Amazon RDS
11 5 (4.07%) Microsoft Analysis Services
11 5 (4.07%) SQL Server 2008
11 5 (4.07%) SQL Server 2012
Development Applications
1 8 (6.50%) Visual Studio
2 3 (2.44%) Bitbucket
2 3 (2.44%) JIRA
2 3 (2.44%) Team Foundation Server
3 1 (0.81%) Oracle APEX
3 1 (0.81%) RStudio
3 1 (0.81%) SQL Server Management Studio (SSMS)
General
1 28 (22.76%) Finance
2 12 (9.76%) Retail
3 3 (2.44%) Law
4 2 (1.63%) Public Sector
5 1 (0.81%) Back Office
5 1 (0.81%) Games
5 1 (0.81%) Housing Association
5 1 (0.81%) Marketing
Job Titles
1 41 (33.33%) Developer
2 32 (26.02%) Business Intelligence Developer
3 17 (13.82%) Architect
4 14 (11.38%) Data Manager
4 14 (11.38%) ETL Developer
5 10 (8.13%) Analyst
5 10 (8.13%) Operations Manager
6 9 (7.32%) Business Developer
7 8 (6.50%) Solutions Architect
8 7 (5.69%) Business Intelligence Analyst
8 7 (5.69%) Data Engineer
9 6 (4.88%) Data Architect
10 5 (4.07%) SQL Developer
11 4 (3.25%) Analyst Developer
11 4 (3.25%) Business Intelligence Consultant
11 4 (3.25%) Consultant
11 4 (3.25%) Developer Analyst
11 4 (3.25%) IT Manager
11 4 (3.25%) Junior
11 4 (3.25%) Tester
Libraries, Frameworks & Software Standards
1 9 (7.32%) .NET
2 6 (4.88%) Web Services
3 5 (4.07%) MDX
4 3 (2.44%) Middleware
5 2 (1.63%) CSS
5 2 (1.63%) CSS3
5 2 (1.63%) Elastic Stack
5 2 (1.63%) HTML
5 2 (1.63%) HTML5
5 2 (1.63%) Kafka
6 1 (0.81%) AngularJS
Miscellaneous
1 20 (16.26%) Analytical Skills
2 3 (2.44%) Greenfield Project
2 3 (2.44%) Management Information System
2 3 (2.44%) Reinsurance
3 2 (1.63%) Driving Licence
3 2 (1.63%) Self-Motivation
3 2 (1.63%) Tandem
4 1 (0.81%) Clustering
4 1 (0.81%) Data Centre
4 1 (0.81%) FMCG
4 1 (0.81%) NHS
Operating Systems
1 6 (4.88%) Windows
2 3 (2.44%) Unix
2 3 (2.44%) Windows Server
3 2 (1.63%) Linux
3 2 (1.63%) Windows 10
4 1 (0.81%) Windows 7
Processes & Methodologies
1 80 (65.04%) Business Intelligence
2 57 (46.34%) ETL
3 29 (23.58%) Data Modelling
4 26 (21.14%) Analytics
5 21 (17.07%) Agile Software Development
6 19 (15.45%) Migration
7 15 (12.20%) CRM
8 13 (10.57%) Data Science
9 12 (9.76%) ETL Development
10 10 (8.13%) Project Management
10 10 (8.13%) Translating Business Requirements
11 9 (7.32%) Data Analysis
11 9 (7.32%) Data Integration
11 9 (7.32%) Data Management
11 9 (7.32%) ERP
12 8 (6.50%) Artificial Intelligence
12 8 (6.50%) Data Transformation
12 8 (6.50%) TOGAF
13 7 (5.69%) Business Analysis
13 7 (5.69%) Procure-to-Pay
Programming Languages
1 69 (56.10%) SQL
2 34 (27.64%) T-SQL
3 19 (15.45%) Python
4 13 (10.57%) Java
5 7 (5.69%) C#
5 7 (5.69%) JavaScript
5 7 (5.69%) Scala
6 5 (4.07%) Ruby
7 3 (2.44%) R
7 3 (2.44%) VB
7 3 (2.44%) VBA
8 2 (1.63%) Bash Shell
8 2 (1.63%) Korn
8 2 (1.63%) PL/SQL
8 2 (1.63%) PowerShell
9 1 (0.81%) Data Analysis Expressions (DAX)
9 1 (0.81%) X++
Qualifications
1 7 (5.69%) Degree
2 2 (1.63%) MCSE
2 2 (1.63%) Microsoft Certification
3 1 (0.81%) MCP
3 1 (0.81%) MCSA
3 1 (0.81%) MCSD
Quality Assurance & Compliance
1 9 (7.32%) Data Quality
2 3 (2.44%) GDPR
2 3 (2.44%) SLA
3 2 (1.63%) QA
System Software
1 3 (2.44%) Active Directory
1 3 (2.44%) Hyper-V
2 2 (1.63%) HDFS
3 1 (0.81%) Microsoft App-V
3 1 (0.81%) Virtual Machines
Systems Management
1 2 (1.63%) Hadoop YARN
1 2 (1.63%) Mesos
2 1 (0.81%) Opscode Chef
2 1 (0.81%) Puppet
2 1 (0.81%) SCCM
2 1 (0.81%) SCVMM
Vendors
1 47 (38.21%) Microsoft
2 16 (13.01%) SAP
2 16 (13.01%) Tableau
3 8 (6.50%) Netezza
4 3 (2.44%) Databricks
4 3 (2.44%) Google
4 3 (2.44%) Informatica
5 2 (1.63%) Alteryx
5 2 (1.63%) Avaya
5 2 (1.63%) Cognos
5 2 (1.63%) IBM
5 2 (1.63%) Oracle
5 2 (1.63%) Salesforce.com
5 2 (1.63%) Sitecore
6 1 (0.81%) Cisco
6 1 (0.81%) Concur
6 1 (0.81%) EMC
6 1 (0.81%) PlateSpin
6 1 (0.81%) Talend
6 1 (0.81%) VirtaMove