Period
to 14 November 2018

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 14 November 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
Yorkshire > West Yorkshire
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 99 64 95
Rank change year-on-year -35 +31 -25
Permanent jobs citing Data Warehouse 148 268 227
As % of all permanent IT jobs advertised in West Yorkshire 2.70% 3.93% 2.96%
As % of the Database & Business Intelligence category 11.26% 13.75% 9.77%
Number of salaries quoted 135 241 181
West Yorkshire median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% +11.76%
10th Percentile £32,500 £31,250 £32,500
90th Percentile £72,500 £61,250 £72,500
Yorkshire median annual salary £45,000 £45,000 £45,000

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 1,314 1,949 2,323
As % of all permanent IT jobs advertised in West Yorkshire 24.00% 28.55% 30.31%
Number of salaries quoted 1,080 1,725 2,056
West Yorkshire median annual salary £45,000 £44,000 £40,000
Median salary % change year-on-year +2.27% +10.00% -
10th Percentile £30,000 £28,500 £27,500
90th Percentile £58,075 £60,000 £57,500
Yorkshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +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 14 November 2018.

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 14 November 2018. 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 -46 86 £55,000 +22.22% 14
Bradford +3 32 £42,000 -16.00% 6
Halifax - 9 £42,500 - 1
Bingley +10 6 £50,750 +56.15% 1
Wakefield -8 5 £39,000 +11.43%
Huddersfield -4 2 £43,750 +9.38% 1
Data Warehouse
Yorkshire

For the 6 months to 14 November 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 West Yorkshire region with a requirement for Data Warehouse.

1 119 (80.41%) Business Intelligence
2 105 (70.95%) SQL
3 84 (56.76%) SQL Server
4 71 (47.97%) SQL Server Integration Services
5 69 (46.62%) ETL
6 65 (43.92%) Microsoft
7 56 (37.84%) SQL Server Analysis Services
8 55 (37.16%) T-SQL
9 52 (35.14%) SQL Server Reporting Services
10 43 (29.05%) Finance
11 39 (26.35%) Power BI
12 35 (23.65%) Data Modelling
13 30 (20.27%) Analytics
14 29 (19.59%) Agile Software Development
14 29 (19.59%) Data Quality
15 28 (18.92%) Microsoft Azure
16 24 (16.22%) Tableau
17 20 (13.51%) Microsoft Excel
18 18 (12.16%) Visualisation
19 17 (11.49%) Amazon AWS
19 17 (11.49%) Data Architecture
19 17 (11.49%) Data Analytics
20 14 (9.46%) Migration
20 14 (9.46%) Cognos
20 14 (9.46%) Data Integration
21 13 (8.78%) OLAP
21 13 (8.78%) Change Management
22 12 (8.11%) Stakeholder Management
22 12 (8.11%) Analytical Skills
23 11 (7.43%) DevOps

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 (4.73%) SharePoint
1 7 (4.73%) Skype for Business
2 4 (2.70%) IIS
3 3 (2.03%) Exchange Server 2007
3 3 (2.03%) MS Exchange
4 2 (1.35%) Oracle SOA Suite
5 1 (0.68%) SAS
Applications
1 20 (13.51%) Microsoft Excel
2 7 (4.73%) Microsoft Office
3 2 (1.35%) Microsoft Project
4 1 (0.68%) MS Visio
Business Applications
1 8 (5.41%) Cognos TM1
2 1 (0.68%) Cognos Business Intelligence
2 1 (0.68%) Dynamics CRM
Cloud Services
1 28 (18.92%) Microsoft Azure
2 17 (11.49%) Amazon AWS
3 8 (5.41%) IaaS
3 8 (5.41%) PaaS
4 4 (2.70%) Amazon Kinesis
4 4 (2.70%) Amazon SageMaker
4 4 (2.70%) SaaS
5 2 (1.35%) Azure Data Factory
5 2 (1.35%) Cloud Computing
6 1 (0.68%) Adobe Analytics
6 1 (0.68%) Google Analytics
6 1 (0.68%) NuGet
6 1 (0.68%) Office 365
Communications & Networking
1 4 (2.70%) Firewall
2 3 (2.03%) BGP
2 3 (2.03%) Cisco IOS
2 3 (2.03%) DHCP
2 3 (2.03%) DNS
2 3 (2.03%) MPLS
2 3 (2.03%) OSPF
2 3 (2.03%) Spanning Tree
2 3 (2.03%) VLAN
2 3 (2.03%) VoIP
2 3 (2.03%) WAN
3 2 (1.35%) Wireshark
4 1 (0.68%) SAN
Database & Business Intelligence
1 84 (56.76%) SQL Server
2 71 (47.97%) SQL Server Integration Services
3 56 (37.84%) SQL Server Analysis Services
4 52 (35.14%) SQL Server Reporting Services
5 39 (26.35%) Power BI
6 13 (8.78%) OLAP
7 11 (7.43%) QlikView
8 8 (5.41%) Relational Database
8 8 (5.41%) SQL Server 2008
9 7 (4.73%) Amazon Redshift
9 7 (4.73%) Data Lake
10 6 (4.05%) BusinessObjects
10 6 (4.05%) OLAP Cube
11 5 (3.38%) Azure SQL Database
11 5 (3.38%) SQL Server 2016
11 5 (3.38%) Star Schema
12 4 (2.70%) Amazon RDS
12 4 (2.70%) Azure SQL Data Warehouse
12 4 (2.70%) MongoDB
12 4 (2.70%) Pentaho
Development Applications
1 9 (6.08%) SQL Server Management Studio (SSMS)
1 9 (6.08%) TeamCity
2 8 (5.41%) Atlassian Bamboo
2 8 (5.41%) Git (software)
2 8 (5.41%) Jenkins
3 4 (2.70%) Visual Studio
4 2 (1.35%) Team Foundation Server
4 2 (1.35%) Visual Studio Team System
5 1 (0.68%) Moq
5 1 (0.68%) NUnit
5 1 (0.68%) SpecFlow
General
1 43 (29.05%) Finance
2 9 (6.08%) Retail
3 4 (2.70%) Banking
3 4 (2.70%) Legal
4 3 (2.03%) Manufacturing
4 3 (2.03%) Marketing
5 2 (1.35%) Advertising
6 1 (0.68%) Automotive
6 1 (0.68%) Games
6 1 (0.68%) Pharmaceutical
Job Titles
1 68 (45.95%) Developer
2 50 (33.78%) Business Intelligence Developer
3 23 (15.54%) Architect
4 18 (12.16%) Senior Developer
5 17 (11.49%) SQL Developer
6 15 (10.14%) Senior Business Intelligence Developer
7 14 (9.46%) Business Intelligence Manager
8 10 (6.76%) Business Developer
9 9 (6.08%) Analyst
9 9 (6.08%) Business Manager
9 9 (6.08%) Software Tester
9 9 (6.08%) Tester
10 8 (5.41%) DevOps Architect
10 8 (5.41%) ETL Developer
10 8 (5.41%) SQL BI Developer
11 6 (4.05%) Data Architect
11 6 (4.05%) Data Manager
12 5 (3.38%) Business Architect
12 5 (3.38%) Data Warehouse Developer
12 5 (3.38%) Data Warehouse Manager
Libraries, Frameworks & Software Standards
1 9 (6.08%) Web Services
2 7 (4.73%) XML
3 5 (3.38%) .NET
4 4 (2.70%) ASP.NET
4 4 (2.70%) JSON
5 3 (2.03%) ADO.NET
5 3 (2.03%) XSD
6 1 (0.68%) .NET Framework
6 1 (0.68%) ASP.NET MVC
6 1 (0.68%) ASP.NET MVC 4
6 1 (0.68%) Entity Framework
6 1 (0.68%) HTML
6 1 (0.68%) jQuery
6 1 (0.68%) KnockoutJS
6 1 (0.68%) LESS
6 1 (0.68%) RESTful
6 1 (0.68%) Sass
6 1 (0.68%) SignalR
6 1 (0.68%) Twitter Bootstrap
6 1 (0.68%) Unity DI Container
Miscellaneous
1 12 (8.11%) Analytical Skills
2 8 (5.41%) NHS
3 6 (4.05%) Computer Science
4 4 (2.70%) Enterprise Software
4 4 (2.70%) Management Information System
4 4 (2.70%) Market Risk
5 3 (2.03%) Algorithms
5 3 (2.03%) Data Centre
6 2 (1.35%) Greenfield Project
7 1 (0.68%) Blog
7 1 (0.68%) Hybrid Cloud
7 1 (0.68%) Private Cloud
7 1 (0.68%) Replication
7 1 (0.68%) Self-Motivation
7 1 (0.68%) User Experience
Operating Systems
1 6 (4.05%) Windows
1 6 (4.05%) Windows Server
2 4 (2.70%) Kali Linux
2 4 (2.70%) Linux
3 3 (2.03%) Windows Server 2012
Processes & Methodologies
1 119 (80.41%) Business Intelligence
2 69 (46.62%) ETL
3 35 (23.65%) Data Modelling
4 30 (20.27%) Analytics
5 29 (19.59%) Agile Software Development
6 18 (12.16%) Visualisation
7 17 (11.49%) Data Analytics
7 17 (11.49%) Data Architecture
8 14 (9.46%) Data Integration
8 14 (9.46%) Migration
9 13 (8.78%) Change Management
10 12 (8.11%) Stakeholder Management
11 11 (7.43%) DevOps
12 10 (6.76%) Coaching
12 10 (6.76%) Data Visualisation
12 10 (6.76%) Scrum
12 10 (6.76%) Software Testing
12 10 (6.76%) TOGAF
13 9 (6.08%) Presales
13 9 (6.08%) Test Scripting
Programming Languages
1 105 (70.95%) SQL
2 55 (37.16%) T-SQL
3 8 (5.41%) C#
3 8 (5.41%) Python
4 7 (4.73%) Tcl
5 5 (3.38%) JavaScript
6 4 (2.70%) Java
6 4 (2.70%) Ruby
6 4 (2.70%) Scala
7 3 (2.03%) PowerShell
7 3 (2.03%) R
7 3 (2.03%) VBA
8 1 (0.68%) Bash Shell
Qualifications
1 10 (6.76%) Degree
2 4 (2.70%) AWS Certification
2 4 (2.70%) DBS Check
2 4 (2.70%) SC Cleared
2 4 (2.70%) Security Cleared
3 3 (2.03%) CCNA
3 3 (2.03%) CCNP
3 3 (2.03%) Cisco Certification
3 3 (2.03%) Computer Science Degree
3 3 (2.03%) TOGAF Certification
4 2 (1.35%) MBA
5 1 (0.68%) ISEB
5 1 (0.68%) ISTQB
5 1 (0.68%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 29 (19.59%) Data Quality
2 8 (5.41%) PMO
3 4 (2.70%) ISO/IEC 27001
3 4 (2.70%) PCI DSS
4 1 (0.68%) QA
System Software
1 7 (4.73%) Active Directory
2 3 (2.03%) Hyper-V
3 1 (0.68%) VMware Infrastructure
Systems Management
1 8 (5.41%) Ansible
1 8 (5.41%) Opscode Chef
1 8 (5.41%) Puppet
2 4 (2.70%) Nessus
3 2 (1.35%) Mesos
Vendors
1 65 (43.92%) Microsoft
2 24 (16.22%) Tableau
3 14 (9.46%) Cognos
4 10 (6.76%) IBM
5 9 (6.08%) SAP
6 7 (4.73%) Cisco
7 5 (3.38%) Oracle
7 5 (3.38%) VMware
8 4 (2.70%) Alteryx
9 2 (1.35%) F5
9 2 (1.35%) Informatica
9 2 (1.35%) Salesforce.com
9 2 (1.35%) Teradata
10 1 (0.68%) Adobe
10 1 (0.68%) Citrix
10 1 (0.68%) Google
10 1 (0.68%) Talend