Period
to 19 October 2018

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 19 October 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 122 60 104
Rank change year-on-year -62 +44 +13
Permanent jobs citing Data Warehouse 73 209 142
As % of all permanent IT jobs advertised in Leeds 1.87% 4.41% 2.61%
As % of the Database & Business Intelligence category 8.14% 14.61% 8.51%
Number of salaries quoted 74 189 96
Leeds median annual salary £55,000 £45,000 £47,750
Median salary % change year-on-year +22.22% -5.76% +12.35%
10th Percentile £38,775 £32,500 £29,000
90th Percentile £72,500 £67,500 £55,625
West Yorkshire median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% +14.46%

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 897 1,431 1,668
As % of all permanent IT jobs advertised in Leeds 22.97% 30.22% 30.66%
Number of salaries quoted 737 1,260 1,454
Leeds median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -2.44%
10th Percentile £31,825 £30,000 £28,000
90th Percentile £62,500 £62,500 £57,500
West Yorkshire median annual salary £45,000 £44,000 £40,000
% change year-on-year +2.27% +10.00% -

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 19 October 2018.

Salary histogram for Data Warehouse in Leeds

For the 6 months to 19 October 2018, 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 58 (79.45%) Business Intelligence
2 54 (73.97%) SQL
3 28 (38.36%) SQL Server
4 27 (36.99%) SQL Server Integration Services
5 26 (35.62%) ETL
6 25 (34.25%) SQL Server Reporting Services
7 22 (30.14%) Microsoft Excel
7 22 (30.14%) Microsoft
8 20 (27.40%) SQL Server Analysis Services
9 19 (26.03%) Finance
9 19 (26.03%) Power BI
10 17 (23.29%) Analytics
11 15 (20.55%) Data Analytics
12 13 (17.81%) Tableau
12 13 (17.81%) Agile Software Development
13 12 (16.44%) Cognos
13 12 (16.44%) T-SQL
13 12 (16.44%) Data Quality
14 10 (13.70%) DevOps
14 10 (13.70%) Data Modelling
15 9 (12.33%) Software Testing
15 9 (12.33%) Test Scripting
16 8 (10.96%) Opscode Chef
16 8 (10.96%) Jenkins
16 8 (10.96%) IaaS
16 8 (10.96%) Ansible
16 8 (10.96%) Coaching
16 8 (10.96%) Puppet
16 8 (10.96%) Data Architecture
16 8 (10.96%) TeamCity

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 7 (9.59%) SharePoint
1 7 (9.59%) Skype for Business
2 3 (4.11%) Exchange Server 2007
2 3 (4.11%) IIS
2 3 (4.11%) MS Exchange
3 2 (2.74%) Oracle SOA Suite
Applications
1 22 (30.14%) Microsoft Excel
2 8 (10.96%) Microsoft Office
Business Applications
1 7 (9.59%) Cognos TM1
2 1 (1.37%) Cognos Business Intelligence
Cloud Services
1 8 (10.96%) IaaS
1 8 (10.96%) PaaS
2 6 (8.22%) Amazon AWS
3 4 (5.48%) Microsoft Azure
4 2 (2.74%) Amazon Kinesis
4 2 (2.74%) Amazon SageMaker
5 1 (1.37%) Cloud Computing
5 1 (1.37%) Google Analytics
5 1 (1.37%) SaaS
Communications & Networking
1 4 (5.48%) Firewall
2 3 (4.11%) BGP
2 3 (4.11%) Cisco IOS
2 3 (4.11%) DHCP
2 3 (4.11%) DNS
2 3 (4.11%) MPLS
2 3 (4.11%) OSPF
2 3 (4.11%) Spanning Tree
2 3 (4.11%) VLAN
2 3 (4.11%) VoIP
2 3 (4.11%) WAN
3 2 (2.74%) Wireshark
Database & Business Intelligence
1 28 (38.36%) SQL Server
2 27 (36.99%) SQL Server Integration Services
3 25 (34.25%) SQL Server Reporting Services
4 20 (27.40%) SQL Server Analysis Services
5 19 (26.03%) Power BI
6 7 (9.59%) OLAP
7 6 (8.22%) BusinessObjects
8 5 (6.85%) Amazon Redshift
8 5 (6.85%) Relational Database
9 3 (4.11%) Azure SQL Data Warehouse
9 3 (4.11%) Azure SQL Database
9 3 (4.11%) Big Data
9 3 (4.11%) Data Lake
9 3 (4.11%) QlikView
9 3 (4.11%) SQL Server 2008
10 2 (2.74%) Amazon Aurora
10 2 (2.74%) Amazon RDS
10 2 (2.74%) MongoDB
10 2 (2.74%) Pentaho
10 2 (2.74%) SQL Server 2016
Development Applications
1 8 (10.96%) Atlassian Bamboo
1 8 (10.96%) Git (software)
1 8 (10.96%) Jenkins
1 8 (10.96%) TeamCity
2 6 (8.22%) SQL Server Management Studio (SSMS)
3 1 (1.37%) Visual Studio
General
1 19 (26.03%) Finance
2 7 (9.59%) Retail
3 4 (5.48%) Banking
4 3 (4.11%) Legal
4 3 (4.11%) Marketing
5 2 (2.74%) Advertising
6 1 (1.37%) Automotive
6 1 (1.37%) Games
6 1 (1.37%) Manufacturing
Job Titles
1 22 (30.14%) Developer
2 16 (21.92%) Business Intelligence Developer
3 10 (13.70%) Senior Developer
4 9 (12.33%) Architect
4 9 (12.33%) Senior Business Intelligence Developer
4 9 (12.33%) Software Tester
4 9 (12.33%) Tester
5 8 (10.96%) Business Manager
5 8 (10.96%) DevOps Architect
6 7 (9.59%) Data Manager
7 6 (8.22%) Business Intelligence Manager
8 4 (5.48%) Analyst
8 4 (5.48%) Business Developer
8 4 (5.48%) Data Warehouse Manager
8 4 (5.48%) Operations Engineer
8 4 (5.48%) Security Engineer
8 4 (5.48%) Senior Manager
9 3 (4.11%) Data Scientist
9 3 (4.11%) ETL Developer
9 3 (4.11%) Network Engineer
Libraries, Frameworks & Software Standards
1 3 (4.11%) Web Services
2 1 (1.37%) .NET
Miscellaneous
1 7 (9.59%) NHS
2 6 (8.22%) Analytical Skills
3 4 (5.48%) Market Risk
4 3 (4.11%) Algorithms
4 3 (4.11%) Data Centre
4 3 (4.11%) Management Information System
5 2 (2.74%) Computer Science
6 1 (1.37%) Greenfield Project
Operating Systems
1 6 (8.22%) Windows
1 6 (8.22%) Windows Server
2 4 (5.48%) Kali Linux
3 3 (4.11%) Linux
3 3 (4.11%) Windows Server 2012
Processes & Methodologies
1 58 (79.45%) Business Intelligence
2 26 (35.62%) ETL
3 17 (23.29%) Analytics
4 15 (20.55%) Data Analytics
5 13 (17.81%) Agile Software Development
6 10 (13.70%) Data Modelling
6 10 (13.70%) DevOps
7 9 (12.33%) Software Testing
7 9 (12.33%) Test Scripting
8 8 (10.96%) Coaching
8 8 (10.96%) Configuration Management
8 8 (10.96%) Data Architecture
8 8 (10.96%) Presales
8 8 (10.96%) Visualisation
9 7 (9.59%) Collaborative Working
9 7 (9.59%) CRM
9 7 (9.59%) Stakeholder Management
10 6 (8.22%) Change Management
10 6 (8.22%) Data Transformation
11 5 (6.85%) Data Science
Programming Languages
1 54 (73.97%) SQL
2 12 (16.44%) T-SQL
3 7 (9.59%) Tcl
4 5 (6.85%) Python
5 3 (4.11%) PowerShell
5 3 (4.11%) R
5 3 (4.11%) VBA
6 2 (2.74%) C#
6 2 (2.74%) Java
6 2 (2.74%) JavaScript
6 2 (2.74%) Ruby
6 2 (2.74%) Scala
Qualifications
1 4 (5.48%) DBS Check
1 4 (5.48%) SC Cleared
1 4 (5.48%) Security Cleared
2 3 (4.11%) CCNA
2 3 (4.11%) CCNP
2 3 (4.11%) Cisco Certification
3 2 (2.74%) AWS Certification
3 2 (2.74%) Degree
3 2 (2.74%) MBA
Quality Assurance & Compliance
1 12 (16.44%) Data Quality
2 7 (9.59%) PMO
3 4 (5.48%) ISO/IEC 27001
3 4 (5.48%) PCI DSS
System Software
1 7 (9.59%) Active Directory
2 3 (4.11%) Hyper-V
Systems Management
1 8 (10.96%) Ansible
1 8 (10.96%) Opscode Chef
1 8 (10.96%) Puppet
2 4 (5.48%) Nessus
3 2 (2.74%) Mesos
Vendors
1 22 (30.14%) Microsoft
2 13 (17.81%) Tableau
3 12 (16.44%) Cognos
4 8 (10.96%) SAP
5 7 (9.59%) Cisco
5 7 (9.59%) IBM
6 5 (6.85%) Alteryx
7 4 (5.48%) VMware
8 3 (4.11%) Oracle
9 2 (2.74%) F5
10 1 (1.37%) Google
10 1 (1.37%) Informatica
10 1 (1.37%) Teradata