Period
to 18 July 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 18 July 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
Yorkshire > West Yorkshire
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 101 55 68
Rank change year-on-year -46 +13 +3
Permanent jobs citing Data Warehouse 182 363 317
As % of all permanent IT jobs advertised in West Yorkshire 2.79% 5.09% 3.83%
As % of the Database & Business Intelligence category 10.64% 15.73% 11.90%
Number of salaries quoted 139 334 237
West Yorkshire median annual salary £45,000 £45,000 £45,000
10th Percentile £31,250 £32,500 £31,250
90th Percentile £70,250 £67,500 £61,250
Yorkshire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

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 1,711 2,307 2,664
As % of all permanent IT jobs advertised in West Yorkshire 26.24% 32.37% 32.15%
Number of salaries quoted 1,441 2,045 2,206
West Yorkshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £30,000 £27,500 £27,500
90th Percentile £61,250 £60,000 £60,000
Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +2.56%

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 18 July 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 18 July 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 -52 110 £45,000 - 17
Bradford -10 36 £41,250 -8.33% 12
Huddersfield +16 12 £37,000 +39.62%
Halifax +21 11 £40,000 -42.86%
Wakefield -10 2 £39,000 +20.00% 3
Bingley - 1 £52,500 -
Data Warehouse
Yorkshire

For the 6 months to 18 July 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.

1 143 (78.57%) Business Intelligence
2 124 (68.13%) SQL
3 122 (67.03%) SQL Server
4 101 (55.49%) SQL Server Integration Services
5 95 (52.20%) SQL Server Reporting Services
6 92 (50.55%) Microsoft
7 83 (45.60%) SQL Server Analysis Services
8 66 (36.26%) Finance
9 65 (35.71%) ETL
10 64 (35.16%) T-SQL
11 51 (28.02%) Data Modelling
12 45 (24.73%) Agile Software Development
13 43 (23.63%) Tableau
14 36 (19.78%) Microsoft Azure
15 33 (18.13%) Power BI
16 31 (17.03%) Analytics
17 29 (15.93%) SQL Server Management Studio (SSMS)
18 26 (14.29%) Retail
19 25 (13.74%) QlikView
20 23 (12.64%) Oracle
21 22 (12.09%) Microsoft Excel
21 22 (12.09%) Analytical Skills
21 22 (12.09%) Relational Database
21 22 (12.09%) Data Quality
22 20 (10.99%) E-Commerce
23 19 (10.44%) Software Testing
23 19 (10.44%) Data Architecture
24 15 (8.24%) XML
24 15 (8.24%) Microsoft Office
24 15 (8.24%) JSON

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 12 (6.59%) SAS
2 4 (2.20%) Oracle Workflow
2 4 (2.20%) SharePoint
3 2 (1.10%) Oracle SOA Suite
Applications
1 22 (12.09%) Microsoft Excel
2 15 (8.24%) Microsoft Office
3 1 (0.55%) Microsoft PowerPoint
3 1 (0.55%) Microsoft Project
Cloud Services
1 36 (19.78%) Microsoft Azure
2 12 (6.59%) Amazon AWS
3 6 (3.30%) Google Cloud Platform
4 3 (1.65%) Azure Data Factory
5 1 (0.55%) IaaS
5 1 (0.55%) PaaS
Communications & Networking
1 2 (1.10%) Wireshark
Database & Business Intelligence
1 122 (67.03%) SQL Server
2 101 (55.49%) SQL Server Integration Services
3 95 (52.20%) SQL Server Reporting Services
4 83 (45.60%) SQL Server Analysis Services
5 33 (18.13%) Power BI
6 25 (13.74%) QlikView
7 22 (12.09%) Relational Database
8 12 (6.59%) Oracle Database
8 12 (6.59%) SQL Server 2012
9 11 (6.04%) Big Data
10 10 (5.49%) BusinessObjects
11 8 (4.40%) Data Lake
11 8 (4.40%) Hadoop
11 8 (4.40%) ROLAP
12 7 (3.85%) Enterprise Data Warehouse
12 7 (3.85%) OLAP
12 7 (3.85%) SQL Server 2016
13 6 (3.30%) Impala
13 6 (3.30%) MOLAP
13 6 (3.30%) RDBMS
Development Applications
1 29 (15.93%) SQL Server Management Studio (SSMS)
2 9 (4.95%) Visual Studio
3 2 (1.10%) Team Foundation Server
3 2 (1.10%) Visual Studio Team System
4 1 (0.55%) Atlassian Bamboo
4 1 (0.55%) Git (software)
4 1 (0.55%) Jenkins
4 1 (0.55%) TeamCity
General
1 66 (36.26%) Finance
2 26 (14.29%) Retail
3 11 (6.04%) Marketing
4 7 (3.85%) Advertising
5 4 (2.20%) Billing
5 4 (2.20%) Games
6 2 (1.10%) Manufacturing
6 2 (1.10%) Pharmaceutical
7 1 (0.55%) Banking
7 1 (0.55%) Legal
Job Titles
1 69 (37.91%) Developer
2 57 (31.32%) Business Intelligence Developer
3 29 (15.93%) Business Developer
4 23 (12.64%) Analyst
5 22 (12.09%) DBA
6 20 (10.99%) Architect
6 20 (10.99%) SQL DBA
7 17 (9.34%) Data Architect
7 17 (9.34%) SQL Developer
8 16 (8.79%) SQL Analyst
9 15 (8.24%) Senior Business Intelligence Developer
9 15 (8.24%) Senior Developer
10 13 (7.14%) Business Intelligence Analyst
10 13 (7.14%) Software Tester
10 13 (7.14%) Tester
11 11 (6.04%) Microsoft BI Developer
11 11 (6.04%) Microsoft Developer
12 10 (5.49%) SSIS Developer
13 9 (4.95%) SQL BI Developer
13 9 (4.95%) SSRS Developer
Libraries, Frameworks & Software Standards
1 15 (8.24%) JSON
1 15 (8.24%) XML
2 10 (5.49%) Web Services
3 6 (3.30%) Kafka
3 6 (3.30%) REST
3 6 (3.30%) SOAP
3 6 (3.30%) XSD
4 4 (2.20%) EJB
4 4 (2.20%) RESTful
4 4 (2.20%) Spring
4 4 (2.20%) Struts
5 3 (1.65%) .NET
Miscellaneous
1 22 (12.09%) Analytical Skills
2 7 (3.85%) Management Information System
2 7 (3.85%) Replication
3 6 (3.30%) Taxonomies
4 5 (2.75%) NHS
5 4 (2.20%) Enterprise Software
5 4 (2.20%) Self-Motivation
6 2 (1.10%) Computer Science
6 2 (1.10%) Virtual Team
7 1 (0.55%) Data Protection Act
7 1 (0.55%) Greenfield Project
7 1 (0.55%) N-Tier
Operating Systems
1 14 (7.69%) Linux
2 13 (7.14%) Windows
3 2 (1.10%) Windows Server
4 1 (0.55%) Unix
Processes & Methodologies
1 143 (78.57%) Business Intelligence
2 65 (35.71%) ETL
3 51 (28.02%) Data Modelling
4 45 (24.73%) Agile Software Development
5 31 (17.03%) Analytics
6 20 (10.99%) E-Commerce
7 19 (10.44%) Data Architecture
7 19 (10.44%) Software Testing
8 14 (7.69%) IT Strategy
8 14 (7.69%) Stakeholder Engagement
9 13 (7.14%) Data Integration
9 13 (7.14%) Master Data Management
9 13 (7.14%) Mentoring
9 13 (7.14%) Test Scripting
9 13 (7.14%) Visualisation
10 12 (6.59%) Change Management
11 11 (6.04%) Data Analytics
11 11 (6.04%) DevOps
11 11 (6.04%) Digital Marketing
11 11 (6.04%) Scrum
Programming Languages
1 124 (68.13%) SQL
2 64 (35.16%) T-SQL
3 10 (5.49%) PowerShell
4 8 (4.40%) C#
5 7 (3.85%) R
6 6 (3.30%) Scala
7 4 (2.20%) C++
7 4 (2.20%) Java
7 4 (2.20%) JavaScript
7 4 (2.20%) VBA
8 2 (1.10%) VB
9 1 (0.55%) C
9 1 (0.55%) FoxPro (VFP)
9 1 (0.55%) PL/SQL
9 1 (0.55%) VB6
Qualifications
1 8 (4.40%) MCSA
1 8 (4.40%) MCSE
1 8 (4.40%) Microsoft Certification
2 4 (2.20%) Degree
2 4 (2.20%) PMI Certification
2 4 (2.20%) PMP
3 2 (1.10%) MBA
Quality Assurance & Compliance
1 22 (12.09%) Data Quality
2 8 (4.40%) QA
3 4 (2.20%) GCP
3 4 (2.20%) SLA
4 3 (1.65%) GDPR
System Software
1 6 (3.30%) Apache Flume
1 6 (3.30%) HDFS
Systems Management
1 9 (4.95%) Failover Clustering
2 6 (3.30%) Oozie
3 1 (0.55%) Ansible
3 1 (0.55%) Data Guard
3 1 (0.55%) Enterprise Manager Cloud Control
3 1 (0.55%) Mesos
3 1 (0.55%) Opscode Chef
3 1 (0.55%) Oracle RMAN
3 1 (0.55%) Puppet
Vendors
1 92 (50.55%) Microsoft
2 43 (23.63%) Tableau
3 23 (12.64%) Oracle
4 10 (5.49%) Cognos
5 9 (4.95%) Alteryx
6 6 (3.30%) Google
7 4 (2.20%) IBM
7 4 (2.20%) Teradata
8 1 (0.55%) Automation Anywhere
8 1 (0.55%) Blue Prism
8 1 (0.55%) Capita
8 1 (0.55%) MicroStrategy
8 1 (0.55%) Sage
8 1 (0.55%) Talend
8 1 (0.55%) UiPath