Period
to 20 September 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 20 September 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
Yorkshire > West Yorkshire
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 110 52 95
Rank change year-on-year -58 +43 -29
Permanent jobs citing Data Warehouse 146 332 240
As % of all permanent IT jobs advertised in West Yorkshire 2.50% 4.82% 3.06%
As % of the Database & Business Intelligence category 10.14% 15.79% 10.08%
Number of salaries quoted 126 305 160
West Yorkshire median annual salary £50,000 £45,000 £45,500
Median salary % change year-on-year +11.11% -1.10% +10.98%
10th Percentile £35,625 £32,500 £31,250
90th Percentile £72,500 £62,500 £72,500
Yorkshire median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +8.43%

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 1,440 2,103 2,381
As % of all permanent IT jobs advertised in West Yorkshire 24.64% 30.51% 30.40%
Number of salaries quoted 1,197 1,831 2,010
West Yorkshire median annual salary £45,000 £43,500 £40,000
Median salary % change year-on-year +3.45% +8.75% -
10th Percentile £30,000 £27,500 £27,500
90th Percentile £60,000 £60,000 £59,325
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 20 September 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 20 September 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 -62 87 £55,000 +22.22% 9
Bradford -1 31 £42,000 -11.58% 7
Halifax +12 9 £70,000 -
Bingley - 4 £52,000 - 1
Wakefield -7 3 £39,000 +20.00% 1
Huddersfield -2 2 £43,750 +12.90%
Data Warehouse
Yorkshire

For the 6 months to 20 September 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.

1 118 (80.82%) Business Intelligence
2 93 (63.70%) SQL
3 76 (52.05%) SQL Server
4 71 (48.63%) Microsoft
5 67 (45.89%) SQL Server Integration Services
6 59 (40.41%) SQL Server Analysis Services
6 59 (40.41%) ETL
7 54 (36.99%) SQL Server Reporting Services
8 50 (34.25%) Finance
9 38 (26.03%) T-SQL
10 36 (24.66%) Power BI
11 34 (23.29%) Data Modelling
12 33 (22.60%) Tableau
12 33 (22.60%) Analytics
13 32 (21.92%) Microsoft Azure
14 29 (19.86%) Agile Software Development
15 27 (18.49%) Data Quality
16 25 (17.12%) Microsoft Excel
17 21 (14.38%) Data Architecture
18 18 (12.33%) Data Analytics
19 16 (10.96%) Visualisation
20 15 (10.27%) SQL Server Management Studio (SSMS)
20 15 (10.27%) Stakeholder Management
20 15 (10.27%) OLAP
21 14 (9.59%) Cognos
21 14 (9.59%) Migration
21 14 (9.59%) Software Testing
21 14 (9.59%) Analytical Skills
22 13 (8.90%) Test Scripting
22 13 (8.90%) Amazon AWS

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 (4.79%) SharePoint
1 7 (4.79%) Skype for Business
2 4 (2.74%) SAS
3 3 (2.05%) Exchange Server 2007
3 3 (2.05%) IIS
3 3 (2.05%) MS Exchange
4 2 (1.37%) Oracle SOA Suite
Applications
1 25 (17.12%) Microsoft Excel
2 11 (7.53%) Microsoft Office
3 1 (0.68%) Microsoft Project
Business Applications
1 7 (4.79%) Cognos TM1
Cloud Services
1 32 (21.92%) Microsoft Azure
2 13 (8.90%) Amazon AWS
3 8 (5.48%) IaaS
3 8 (5.48%) PaaS
4 4 (2.74%) SaaS
5 2 (1.37%) Azure Data Factory
5 2 (1.37%) Google Cloud Platform
6 1 (0.68%) Amazon Kinesis
6 1 (0.68%) Amazon SageMaker
6 1 (0.68%) Google Analytics
Communications & Networking
1 4 (2.74%) Firewall
2 3 (2.05%) BGP
2 3 (2.05%) Cisco IOS
2 3 (2.05%) DHCP
2 3 (2.05%) DNS
2 3 (2.05%) MPLS
2 3 (2.05%) OSPF
2 3 (2.05%) Spanning Tree
2 3 (2.05%) VLAN
2 3 (2.05%) VoIP
2 3 (2.05%) WAN
3 2 (1.37%) Wireshark
Database & Business Intelligence
1 76 (52.05%) SQL Server
2 67 (45.89%) SQL Server Integration Services
3 59 (40.41%) SQL Server Analysis Services
4 54 (36.99%) SQL Server Reporting Services
5 36 (24.66%) Power BI
6 15 (10.27%) OLAP
7 12 (8.22%) Relational Database
8 11 (7.53%) Big Data
9 10 (6.85%) QlikView
10 8 (5.48%) BusinessObjects
10 8 (5.48%) Data Lake
11 7 (4.79%) SQL Server 2008
12 6 (4.11%) Hadoop
12 6 (4.11%) ROLAP
13 5 (3.42%) Azure SQL Database
13 5 (3.42%) SQL Server 2016
14 4 (2.74%) Amazon Redshift
14 4 (2.74%) Impala
14 4 (2.74%) OLAP Cube
14 4 (2.74%) Oracle Database
Development Applications
1 15 (10.27%) SQL Server Management Studio (SSMS)
2 8 (5.48%) Atlassian Bamboo
2 8 (5.48%) Git (software)
2 8 (5.48%) Jenkins
2 8 (5.48%) TeamCity
3 4 (2.74%) Visual Studio
4 2 (1.37%) Team Foundation Server
4 2 (1.37%) Visual Studio Team System
General
1 50 (34.25%) Finance
2 12 (8.22%) Retail
3 6 (4.11%) Marketing
4 4 (2.74%) Banking
5 3 (2.05%) Legal
6 2 (1.37%) Advertising
6 2 (1.37%) Manufacturing
7 1 (0.68%) Automotive
7 1 (0.68%) Games
7 1 (0.68%) Pharmaceutical
Job Titles
1 51 (34.93%) Developer
2 38 (26.03%) Business Intelligence Developer
3 27 (18.49%) Architect
4 17 (11.64%) Senior Developer
5 16 (10.96%) Senior Business Intelligence Developer
6 15 (10.27%) SQL Developer
7 14 (9.59%) Data Architect
8 13 (8.90%) Business Developer
8 13 (8.90%) Software Tester
8 13 (8.90%) Tester
9 11 (7.53%) Business Intelligence Manager
10 10 (6.85%) Data Manager
11 9 (6.16%) Analyst
11 9 (6.16%) Business Manager
12 8 (5.48%) DevOps Architect
12 8 (5.48%) Senior Manager
13 7 (4.79%) Business Intelligence Architect
13 7 (4.79%) SQL BI Developer
14 5 (3.42%) Data Modeller
14 5 (3.42%) DBA
Libraries, Frameworks & Software Standards
1 13 (8.90%) XML
2 10 (6.85%) JSON
3 8 (5.48%) Web Services
4 7 (4.79%) XSD
5 4 (2.74%) .NET
5 4 (2.74%) Kafka
5 4 (2.74%) REST
5 4 (2.74%) SOAP
6 3 (2.05%) ADO.NET
6 3 (2.05%) ASP.NET
Miscellaneous
1 14 (9.59%) Analytical Skills
2 7 (4.79%) NHS
3 5 (3.42%) Computer Science
4 4 (2.74%) Management Information System
4 4 (2.74%) Market Risk
4 4 (2.74%) Replication
4 4 (2.74%) Taxonomies
5 3 (2.05%) Algorithms
5 3 (2.05%) Data Centre
6 2 (1.37%) Self-Motivation
6 2 (1.37%) Virtual Team
7 1 (0.68%) Greenfield Project
Operating Systems
1 9 (6.16%) Windows
2 7 (4.79%) Linux
3 6 (4.11%) Windows Server
4 4 (2.74%) Kali Linux
5 3 (2.05%) Windows Server 2012
6 1 (0.68%) Unix
Processes & Methodologies
1 118 (80.82%) Business Intelligence
2 59 (40.41%) ETL
3 34 (23.29%) Data Modelling
4 33 (22.60%) Analytics
5 29 (19.86%) Agile Software Development
6 21 (14.38%) Data Architecture
7 18 (12.33%) Data Analytics
8 16 (10.96%) Visualisation
9 15 (10.27%) Stakeholder Management
10 14 (9.59%) Migration
10 14 (9.59%) Software Testing
11 13 (8.90%) Test Scripting
12 12 (8.22%) Coaching
12 12 (8.22%) Data Integration
12 12 (8.22%) Data Strategy
12 12 (8.22%) DevOps
13 11 (7.53%) Change Management
13 11 (7.53%) Data Security
13 11 (7.53%) Data Visualisation
14 10 (6.85%) Scrum
Programming Languages
1 93 (63.70%) SQL
2 38 (26.03%) T-SQL
3 7 (4.79%) R
3 7 (4.79%) Tcl
4 5 (3.42%) C#
4 5 (3.42%) Scala
5 4 (2.74%) PowerShell
5 4 (2.74%) Python
6 3 (2.05%) VBA
7 1 (0.68%) Java
7 1 (0.68%) JavaScript
7 1 (0.68%) PL/SQL
7 1 (0.68%) Ruby
Qualifications
1 7 (4.79%) Degree
2 4 (2.74%) DBS Check
2 4 (2.74%) SC Cleared
2 4 (2.74%) Security Cleared
3 3 (2.05%) CCNA
3 3 (2.05%) CCNP
3 3 (2.05%) Cisco Certification
3 3 (2.05%) Computer Science Degree
4 2 (1.37%) MBA
4 2 (1.37%) TOGAF Certification
5 1 (0.68%) AWS Certification
5 1 (0.68%) MCSA
5 1 (0.68%) MCSE
5 1 (0.68%) Microsoft Certification
Quality Assurance & Compliance
1 27 (18.49%) Data Quality
2 7 (4.79%) PMO
3 4 (2.74%) ISO/IEC 27001
3 4 (2.74%) PCI DSS
4 2 (1.37%) GDPR
5 1 (0.68%) QA
System Software
1 7 (4.79%) Active Directory
2 4 (2.74%) Apache Flume
2 4 (2.74%) HDFS
3 3 (2.05%) Hyper-V
Systems Management
1 8 (5.48%) Ansible
1 8 (5.48%) Opscode Chef
1 8 (5.48%) Puppet
2 4 (2.74%) Nessus
2 4 (2.74%) Oozie
3 2 (1.37%) Failover Clustering
3 2 (1.37%) Mesos
4 1 (0.68%) Data Guard
4 1 (0.68%) Enterprise Manager Cloud Control
4 1 (0.68%) Oracle RMAN
Vendors
1 71 (48.63%) Microsoft
2 33 (22.60%) Tableau
3 14 (9.59%) Cognos
4 9 (6.16%) IBM
4 9 (6.16%) Oracle
5 7 (4.79%) Alteryx
5 7 (4.79%) Cisco
5 7 (4.79%) SAP
6 4 (2.74%) VMware
7 3 (2.05%) Google
8 2 (1.37%) F5
9 1 (0.68%) MicroStrategy
9 1 (0.68%) Talend