Period
to 25 April 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 25 April 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
Yorkshire > West Yorkshire
6 months to
25 Apr 2018
Same period 2017 Same period 2016
Rank 73 61 57
Rank change year-on-year -12 -4 +15
Permanent jobs citing Data Warehouse 255 308 414
As % of all permanent IT jobs advertised in West Yorkshire 3.59% 4.36% 4.82%
As % of the Database & Business Intelligence category 13.64% 13.86% 13.58%
Number of salaries quoted 197 277 326
West Yorkshire median annual salary £45,000 £45,000 £45,000
10th Percentile £31,250 £32,500 £31,250
90th Percentile £67,500 £72,500 £75,000
Yorkshire median annual salary £45,000 £42,500 £45,000
% change year-on-year +5.88% -5.56% +12.50%

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 1,869 2,222 3,049
As % of all permanent IT jobs advertised in West Yorkshire 26.35% 31.48% 35.48%
Number of salaries quoted 1,629 1,977 2,479
West Yorkshire median annual salary £42,500 £40,500 £40,000
Median salary % change year-on-year +4.94% +1.25% -
10th Percentile £29,000 £27,500 £27,500
90th Percentile £60,000 £58,750 £60,000
Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

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 25 April 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 25 April 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 -21 180 £45,000 +5.88% 9
Bradford -16 29 £42,500 -5.56% 3
Huddersfield +12 14 £37,500 +7.14%
Halifax +8 11 £40,000 -42.86%
Bingley - 5 £32,500 -
Keighley - 4 £42,500 -
Wakefield - 2 £41,250 -
Pudsey - 1 £61,500 -
Data Warehouse
Yorkshire

For the 6 months to 25 April 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.

1 201 (78.82%) Business Intelligence
2 166 (65.10%) SQL
3 159 (62.35%) SQL Server
4 153 (60.00%) SQL Server Reporting Services
5 144 (56.47%) SQL Server Integration Services
6 121 (47.45%) ETL
7 110 (43.14%) SQL Server Analysis Services
8 103 (40.39%) Microsoft
9 87 (34.12%) T-SQL
10 84 (32.94%) Data Modelling
11 74 (29.02%) Finance
12 63 (24.71%) Agile Software Development
13 57 (22.35%) Analytics
14 51 (20.00%) Tableau
15 38 (14.90%) Oracle
16 37 (14.51%) Power BI
17 33 (12.94%) SQL Server 2012
18 29 (11.37%) Retail
18 29 (11.37%) QlikView
19 27 (10.59%) Data Architecture
20 24 (9.41%) Data Integration
20 24 (9.41%) SQL Server Management Studio (SSMS)
20 24 (9.41%) Visualisation
21 23 (9.02%) Advertising
22 22 (8.63%) Analytical Skills
23 21 (8.24%) E-Commerce
23 21 (8.24%) Stakeholder Engagement
24 20 (7.84%) Enterprise Architecture
24 20 (7.84%) BusinessObjects
25 19 (7.45%) Migration

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 18 (7.06%) SAS
2 4 (1.57%) Oracle Workflow
2 4 (1.57%) SharePoint
Applications
1 16 (6.27%) Microsoft Excel
2 12 (4.71%) Microsoft Office
3 2 (0.78%) Microsoft Project
4 1 (0.39%) Microsoft PowerPoint
4 1 (0.39%) MS Visio
Cloud Services
1 19 (7.45%) Microsoft Azure
2 5 (1.96%) Amazon AWS
3 4 (1.57%) Google Cloud Platform
4 1 (0.39%) Azure Data Factory
Database & Business Intelligence
1 159 (62.35%) SQL Server
2 153 (60.00%) SQL Server Reporting Services
3 144 (56.47%) SQL Server Integration Services
4 110 (43.14%) SQL Server Analysis Services
5 37 (14.51%) Power BI
6 33 (12.94%) SQL Server 2012
7 29 (11.37%) QlikView
8 20 (7.84%) BusinessObjects
9 18 (7.06%) Relational Database
10 16 (6.27%) Big Data
11 14 (5.49%) Enterprise Data Warehouse
11 14 (5.49%) Oracle Database
11 14 (5.49%) SQL Server 2014
11 14 (5.49%) SQL Server 2016
12 12 (4.71%) SQL Server 2008
13 10 (3.92%) OLAP
14 9 (3.53%) Data Mining
14 9 (3.53%) Hadoop
15 7 (2.75%) DB2
16 6 (2.35%) MOLAP
Development Applications
1 24 (9.41%) SQL Server Management Studio (SSMS)
2 15 (5.88%) Visual Studio
3 9 (3.53%) Team Foundation Server
4 1 (0.39%) Visual Studio Team System
General
1 74 (29.02%) Finance
2 29 (11.37%) Retail
3 23 (9.02%) Advertising
4 11 (4.31%) Marketing
5 7 (2.75%) Games
6 4 (1.57%) Billing
7 2 (0.78%) Legal
8 1 (0.39%) Banking
8 1 (0.39%) Law
8 1 (0.39%) Pharmaceutical
Job Titles
1 108 (42.35%) Developer
2 83 (32.55%) Business Intelligence Developer
3 46 (18.04%) Business Developer
4 36 (14.12%) SSIS Developer
5 34 (13.33%) Architect
6 31 (12.16%) Analyst
7 30 (11.76%) ETL Developer
8 26 (10.20%) Data Architect
8 26 (10.20%) SQL Developer
9 25 (9.80%) DBA
10 23 (9.02%) SQL DBA
11 22 (8.63%) SSRS Developer
12 21 (8.24%) Data Warehouse Developer
13 19 (7.45%) SQL BI Developer
14 17 (6.67%) Business Intelligence Analyst
15 15 (5.88%) SQL Analyst
16 14 (5.49%) Microsoft BI Developer
16 14 (5.49%) Microsoft Developer
16 14 (5.49%) SSAS Developer
17 12 (4.71%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 12 (4.71%) JSON
1 12 (4.71%) XML
2 10 (3.92%) Web Services
3 6 (2.35%) Kafka
3 6 (2.35%) REST
3 6 (2.35%) SOAP
3 6 (2.35%) XSD
4 4 (1.57%) EJB
4 4 (1.57%) RESTful
4 4 (1.57%) Spring
4 4 (1.57%) Struts
5 3 (1.18%) .NET
6 1 (0.39%) MDX
6 1 (0.39%) Middleware
Miscellaneous
1 22 (8.63%) Analytical Skills
2 10 (3.92%) Replication
3 6 (2.35%) Management Information System
3 6 (2.35%) Self-Motivation
3 6 (2.35%) Taxonomies
4 5 (1.96%) Greenfield Project
4 5 (1.96%) NHS
5 4 (1.57%) Data Protection Act
5 4 (1.57%) Enterprise Software
5 4 (1.57%) N-Tier
6 1 (0.39%) Algorithms
6 1 (0.39%) Data Structures
Operating Systems
1 13 (5.10%) Linux
2 12 (4.71%) Windows
3 4 (1.57%) Unix
Processes & Methodologies
1 201 (78.82%) Business Intelligence
2 121 (47.45%) ETL
3 84 (32.94%) Data Modelling
4 63 (24.71%) Agile Software Development
5 57 (22.35%) Analytics
6 27 (10.59%) Data Architecture
7 24 (9.41%) Data Integration
7 24 (9.41%) Visualisation
8 21 (8.24%) E-Commerce
8 21 (8.24%) Stakeholder Engagement
9 20 (7.84%) Enterprise Architecture
10 19 (7.45%) Data Strategy
10 19 (7.45%) Migration
11 18 (7.06%) Data Analytics
12 17 (6.67%) Software Testing
13 16 (6.27%) Change Management
14 15 (5.88%) Data Visualisation
14 15 (5.88%) Problem-Solving
14 15 (5.88%) TOGAF
15 14 (5.49%) Logical Data Model
Programming Languages
1 166 (65.10%) SQL
2 87 (34.12%) T-SQL
3 11 (4.31%) C#
4 8 (3.14%) PowerShell
5 7 (2.75%) R
6 6 (2.35%) Java
6 6 (2.35%) Scala
7 5 (1.96%) ABAP
8 4 (1.57%) C++
8 4 (1.57%) JavaScript
9 3 (1.18%) VB
9 3 (1.18%) VBA
10 1 (0.39%) C
10 1 (0.39%) FoxPro (VFP)
10 1 (0.39%) PL/SQL
10 1 (0.39%) VB6
Qualifications
1 8 (3.14%) MCSA
1 8 (3.14%) MCSE
1 8 (3.14%) Microsoft Certification
2 4 (1.57%) PMI Certification
2 4 (1.57%) PMP
3 2 (0.78%) Degree
4 1 (0.39%) Numerate Degree
Quality Assurance & Compliance
1 19 (7.45%) Data Quality
2 14 (5.49%) GDPR
3 10 (3.92%) QA
4 4 (1.57%) GCP
4 4 (1.57%) SLA
System Software
1 6 (2.35%) Apache Flume
1 6 (2.35%) HDFS
Systems Management
1 9 (3.53%) Failover Clustering
2 6 (2.35%) Oozie
3 1 (0.39%) Data Guard
3 1 (0.39%) Enterprise Manager Cloud Control
3 1 (0.39%) Oracle RMAN
Vendors
1 103 (40.39%) Microsoft
2 51 (20.00%) Tableau
3 38 (14.90%) Oracle
4 17 (6.67%) Cognos
5 10 (3.92%) Talend
6 8 (3.14%) SAP
7 7 (2.75%) IBM
8 6 (2.35%) Alteryx
9 5 (1.96%) Capita
10 4 (1.57%) Google
10 4 (1.57%) Teradata
11 2 (0.78%) MicroStrategy
12 1 (0.39%) Automation Anywhere
12 1 (0.39%) Blue Prism
12 1 (0.39%) BT
12 1 (0.39%) Sage