Period
to 24 April 2019

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 24 April 2019 with a comparison to the same period in the previous 2 years.

Data Warehousing
6 months to
24 Apr 2019
Same period 2018 Same period 2017
Rank 96 74 59
Rank change year-on-year -22 -15 -8
Permanent jobs citing Data Warehouse 84 182 227
As % of all permanent IT jobs advertised in Leeds 2.56% 3.55% 4.43%
As % of the Database & Business Intelligence category 9.81% 13.39% 14.14%
Number of salaries quoted 73 131 208
Leeds median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -5.56%
10th Percentile £32,500 £31,250 £32,500
90th Percentile £57,500 £67,500 £59,125
West Yorkshire median annual salary £42,500 £45,000 £45,000
% change year-on-year -5.56% - -

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 Leeds with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Leeds
Permanent vacancies with a requirement for database or business intelligence skills 856 1,359 1,605
As % of all permanent IT jobs advertised in Leeds 26.06% 26.53% 31.29%
Number of salaries quoted 780 1,170 1,443
Leeds median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £30,000 £30,500 £27,500
90th Percentile £63,354 £61,250 £60,000
West Yorkshire median annual salary £42,500 £42,500 £40,500
% change year-on-year - +4.94% +1.25%

Data Warehouse
Job Vacancy Trend in Leeds

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

Job vacancy trend for Data Warehouse in Leeds

Data Warehouse
Salary Trend in Leeds

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

Salary trend for Data Warehouse in Leeds

Data Warehouse
Salary Histogram in Leeds

The salary distribution of IT jobs citing Data Warehouse in Leeds over the 6 months to 24 April 2019.

Salary histogram for Data Warehouse in Leeds

For the 6 months to 24 April 2019, 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 Leeds region with a requirement for Data Warehouse.

1 60 (71.43%) SQL
2 58 (69.05%) Business Intelligence
3 50 (59.52%) SQL Server
4 46 (54.76%) ETL
5 42 (50.00%) SQL Server Reporting Services
6 41 (48.81%) SQL Server Integration Services
7 37 (44.05%) SQL Server Analysis Services
8 28 (33.33%) Data Modelling
9 26 (30.95%) T-SQL
10 25 (29.76%) Microsoft
11 17 (20.24%) Performance Tuning
12 15 (17.86%) Data Quality
12 15 (17.86%) Finance
12 15 (17.86%) Migration
13 14 (16.67%) Agile Software Development
13 14 (16.67%) Data Integration
13 14 (16.67%) Data Architecture
14 13 (15.48%) Analytics
14 13 (15.48%) Data Management
14 13 (15.48%) Power BI
15 10 (11.90%) SharePoint
15 10 (11.90%) Analytical Skills
15 10 (11.90%) Microsoft Azure
16 9 (10.71%) Relational Database
17 8 (9.52%) C#
17 8 (9.52%) Python
17 8 (9.52%) Data Transformation
17 8 (9.52%) Mentoring
17 8 (9.52%) Big Data
17 8 (9.52%) ETL Development

Data Warehouse
Co-occurring IT Skills in Leeds 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 10 (11.90%) SharePoint
2 4 (4.76%) Skype for Business
3 2 (2.38%) Exchange Server 2007
3 2 (2.38%) IIS
3 2 (2.38%) MS Exchange
Applications
1 5 (5.95%) Microsoft Office
2 2 (2.38%) Microsoft Excel
3 1 (1.19%) Microsoft PowerPoint
3 1 (1.19%) Microsoft Project
Business Applications
1 3 (3.57%) Dynamics CRM
2 1 (1.19%) Cognos Business Intelligence
Cloud Services
1 10 (11.90%) Microsoft Azure
2 7 (8.33%) Amazon AWS
3 4 (4.76%) Amazon Kinesis
3 4 (4.76%) Amazon SageMaker
4 2 (2.38%) Adobe Analytics
4 2 (2.38%) IaaS
4 2 (2.38%) NuGet
4 2 (2.38%) PaaS
5 1 (1.19%) Azure Active Directory
5 1 (1.19%) Cloud Computing
Communications & Networking
1 2 (2.38%) Cisco IOS
1 2 (2.38%) DHCP
1 2 (2.38%) DNS
1 2 (2.38%) Firewall
1 2 (2.38%) MPLS
1 2 (2.38%) VoIP
1 2 (2.38%) WAN
2 1 (1.19%) FTP
2 1 (1.19%) VPN
Database & Business Intelligence
1 50 (59.52%) SQL Server
2 42 (50.00%) SQL Server Reporting Services
3 41 (48.81%) SQL Server Integration Services
4 37 (44.05%) SQL Server Analysis Services
5 13 (15.48%) Power BI
6 9 (10.71%) Relational Database
7 8 (9.52%) Big Data
8 7 (8.33%) OLAP
8 7 (8.33%) SQL Server 2012
9 6 (7.14%) Amazon RDS
9 6 (7.14%) SQL Server 2008
10 5 (5.95%) Data Lake
10 5 (5.95%) DTS
10 5 (5.95%) MySQL
10 5 (5.95%) Pentaho
10 5 (5.95%) PerformancePoint
10 5 (5.95%) QlikView
10 5 (5.95%) SQL Server 2016
11 4 (4.76%) OLTP
11 4 (4.76%) Snowflake Schema
Development Applications
1 2 (2.38%) Moq
1 2 (2.38%) NUnit
1 2 (2.38%) SpecFlow
1 2 (2.38%) TeamCity
1 2 (2.38%) Visual Studio
2 1 (1.19%) Oracle APEX
General
1 15 (17.86%) Finance
2 4 (4.76%) Retail
3 3 (3.57%) Manufacturing
3 3 (3.57%) Marketing
4 1 (1.19%) Legal
Job Titles
1 38 (45.24%) Developer
2 25 (29.76%) Business Intelligence Developer
3 14 (16.67%) DBA
4 12 (14.29%) Administrator
4 12 (14.29%) Senior Developer
4 12 (14.29%) SQL DBA
5 9 (10.71%) Data Warehouse Developer
6 8 (9.52%) Architect
6 8 (9.52%) SQL Developer
7 7 (8.33%) Business Intelligence Lead
7 7 (8.33%) Senior Business Intelligence Developer
7 7 (8.33%) SQL Server Developer
8 5 (5.95%) SQL BI Developer
9 4 (4.76%) Analyst
9 4 (4.76%) Data Architect
9 4 (4.76%) ETL Developer
9 4 (4.76%) Software Tester
9 4 (4.76%) SQL Server BI Developer
9 4 (4.76%) Tester
9 4 (4.76%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 6 (7.14%) .NET
2 5 (5.95%) MDX
3 3 (3.57%) Web Services
4 2 (2.38%) .NET Framework
4 2 (2.38%) ASP.NET
4 2 (2.38%) ASP.NET MVC
4 2 (2.38%) ASP.NET MVC 4
4 2 (2.38%) CSS
4 2 (2.38%) Entity Framework
4 2 (2.38%) HTML
4 2 (2.38%) jQuery
4 2 (2.38%) KnockoutJS
4 2 (2.38%) LESS
4 2 (2.38%) RESTful
4 2 (2.38%) Sass
4 2 (2.38%) SignalR
4 2 (2.38%) Twitter Bootstrap
4 2 (2.38%) Unity DI Container
Miscellaneous
1 10 (11.90%) Analytical Skills
2 4 (4.76%) Management Information System
2 4 (4.76%) NHS
3 3 (3.57%) Data Structures
3 3 (3.57%) Replication
4 2 (2.38%) Algorithms
4 2 (2.38%) Blog
4 2 (2.38%) Data Centre
4 2 (2.38%) Enterprise Software
4 2 (2.38%) Self-Motivation
4 2 (2.38%) User Experience
5 1 (1.19%) Fintech
5 1 (1.19%) Hybrid Cloud
5 1 (1.19%) Private Cloud
Operating Systems
1 5 (5.95%) Linux
2 4 (4.76%) Windows
3 2 (2.38%) Kali Linux
3 2 (2.38%) Windows Server
3 2 (2.38%) Windows Server 2012
4 1 (1.19%) Solaris
4 1 (1.19%) Unix
Processes & Methodologies
1 58 (69.05%) Business Intelligence
2 46 (54.76%) ETL
3 28 (33.33%) Data Modelling
4 17 (20.24%) Performance Tuning
5 15 (17.86%) Migration
6 14 (16.67%) Agile Software Development
6 14 (16.67%) Data Architecture
6 14 (16.67%) Data Integration
7 13 (15.48%) Analytics
7 13 (15.48%) Data Management
8 8 (9.52%) Data Transformation
8 8 (9.52%) ETL Development
8 8 (9.52%) Mentoring
8 8 (9.52%) Problem-Solving
9 7 (8.33%) Data Science
9 7 (8.33%) Dimensional Modelling
9 7 (8.33%) Project Management
10 6 (7.14%) Change Data Capture
10 6 (7.14%) Data Analytics
11 5 (5.95%) Computer Science
Programming Languages
1 60 (71.43%) SQL
2 26 (30.95%) T-SQL
3 8 (9.52%) C#
3 8 (9.52%) Python
4 6 (7.14%) JavaScript
5 3 (3.57%) Bash Shell
5 3 (3.57%) Java
5 3 (3.57%) R
5 3 (3.57%) Ruby
5 3 (3.57%) Scala
5 3 (3.57%) VB.NET
6 1 (1.19%) C
6 1 (1.19%) FoxPro (VFP)
6 1 (1.19%) PHP
6 1 (1.19%) PL/SQL
6 1 (1.19%) VB
6 1 (1.19%) VB6
6 1 (1.19%) VBA
Qualifications
1 7 (8.33%) Degree
2 3 (3.57%) AWS Certification
2 3 (3.57%) Microsoft Certification
3 2 (2.38%) DBS Check
3 2 (2.38%) SC Cleared
3 2 (2.38%) Security Cleared
4 1 (1.19%) Computer Science Degree
4 1 (1.19%) MCSA
4 1 (1.19%) MCSE
Quality Assurance & Compliance
1 15 (17.86%) Data Quality
2 4 (4.76%) PMO
3 2 (2.38%) ISO/IEC 27001
3 2 (2.38%) PCI DSS
4 1 (1.19%) QA
System Software
1 6 (7.14%) Active Directory
2 2 (2.38%) Hyper-V
3 1 (1.19%) VMware Infrastructure
Systems Management
1 2 (2.38%) Nessus
Vendors
1 25 (29.76%) Microsoft
2 7 (8.33%) SAP
3 5 (5.95%) Oracle
3 5 (5.95%) Tableau
4 4 (4.76%) Cisco
4 4 (4.76%) Cognos
5 3 (3.57%) VMware
6 2 (2.38%) Adobe
6 2 (2.38%) Salesforce.com
7 1 (1.19%) Infor
7 1 (1.19%) Informatica
7 1 (1.19%) Sage
7 1 (1.19%) Teradata