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

Data Warehousing
Yorkshire > West Yorkshire
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 75 88 63
Rank change year-on-year +13 -25 +10
Permanent jobs citing Data Warehouse 229 237 387
As % of all permanent IT jobs advertised in West Yorkshire 3.44% 3.24% 4.35%
As % of the Database & Business Intelligence category 13.27% 10.62% 12.44%
Number of salaries quoted 191 189 324
West Yorkshire median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £31,250 £34,650 £31,250
90th Percentile £67,500 £72,500 £69,250
Yorkshire median annual salary £45,750 £44,000 £43,596
% change year-on-year +3.98% +0.93% -3.12%

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 1,726 2,231 3,111
As % of all permanent IT jobs advertised in West Yorkshire 25.94% 30.48% 34.96%
Number of salaries quoted 1,516 1,999 2,501
West Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £29,750 £28,000 £27,500
90th Percentile £60,000 £57,500 £59,000
Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

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 19 January 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 19 January 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 +9 164 £46,250 +2.78% 20
Bradford +2 34 £50,000 +17.65% 3
Huddersfield - 6 £42,500 - 2
Bingley - 5 £32,500 -
Wakefield - 4 £41,250 -
Keighley - 4 £42,500 -
Halifax +5 1 £51,500 -26.43%
Pudsey - 1 £61,500 -
Data Warehouse
Yorkshire

For the 6 months to 19 January 2018, IT jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the West Yorkshire region with a requirement for Data Warehouse.

1 188 (82.10%) Business Intelligence
2 152 (66.38%) SQL
3 146 (63.76%) SQL Server
4 140 (61.14%) SQL Server Integration Services
5 133 (58.08%) SQL Server Reporting Services
5 133 (58.08%) ETL
6 112 (48.91%) SQL Server Analysis Services
7 90 (39.30%) Microsoft
8 88 (38.43%) T-SQL
9 81 (35.37%) Data Modelling
10 55 (24.02%) SQL Server 2012
10 55 (24.02%) Analytics
11 54 (23.58%) Finance
12 46 (20.09%) Agile Software Development
13 41 (17.90%) Visualisation
14 39 (17.03%) Tableau
15 36 (15.72%) Data Visualisation
16 34 (14.85%) Power BI
17 33 (14.41%) Oracle
18 28 (12.23%) Migration
19 26 (11.35%) SQL Server 2014
20 23 (10.04%) Performance Tuning
21 22 (9.61%) Advertising
21 22 (9.61%) ETL Development
22 21 (9.17%) SQL Server 2016
22 21 (9.17%) Data Management
23 20 (8.73%) Enterprise Architecture
23 20 (8.73%) Data Integration
24 19 (8.30%) Analytical Skills
24 19 (8.30%) Disaster Recovery

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 10 (4.37%) SAS
2 4 (1.75%) SharePoint
Applications
1 10 (4.37%) Microsoft Excel
2 3 (1.31%) Microsoft Office
3 2 (0.87%) Microsoft Project
4 1 (0.44%) MS Visio
Business Applications
1 2 (0.87%) Dynamics CRM
2 1 (0.44%) Aareon QL
2 1 (0.44%) Dynamics AX
2 1 (0.44%) Kypera Housing
2 1 (0.44%) Northgate Housing
2 1 (0.44%) OPENHousing
2 1 (0.44%) Oracle ERP
Cloud Services
1 5 (2.18%) Microsoft Azure
2 1 (0.44%) Amazon AWS
2 1 (0.44%) Cortana Intelligence Suite
Database & Business Intelligence
1 146 (63.76%) SQL Server
2 140 (61.14%) SQL Server Integration Services
3 133 (58.08%) SQL Server Reporting Services
4 112 (48.91%) SQL Server Analysis Services
5 55 (24.02%) SQL Server 2012
6 34 (14.85%) Power BI
7 26 (11.35%) SQL Server 2014
8 21 (9.17%) SQL Server 2016
9 18 (7.86%) BusinessObjects
10 16 (6.99%) Enterprise Data Warehouse
11 15 (6.55%) Data Mining
12 14 (6.11%) QlikView
13 13 (5.68%) SQL Server 2008
14 11 (4.80%) SAP Data Services
15 10 (4.37%) Big Data
16 8 (3.49%) OLAP
17 7 (3.06%) Relational Database
17 7 (3.06%) SAP BW
17 7 (3.06%) SAP HANA
18 6 (2.62%) DB2
Development Applications
1 17 (7.42%) Team Foundation Server
2 15 (6.55%) Visual Studio
3 12 (5.24%) SQL Server Management Studio (SSMS)
4 4 (1.75%) Visual Studio Team System
General
1 54 (23.58%) Finance
2 22 (9.61%) Advertising
3 7 (3.06%) Retail
4 5 (2.18%) Games
4 5 (2.18%) Legal
5 4 (1.75%) Military
6 1 (0.44%) Law
6 1 (0.44%) Manufacturing
6 1 (0.44%) Telecoms
Job Titles
1 122 (53.28%) Developer
2 85 (37.12%) Business Intelligence Developer
3 46 (20.09%) SSIS Developer
4 38 (16.59%) SQL Developer
5 34 (14.85%) SQL BI Developer
6 33 (14.41%) ETL Developer
7 32 (13.97%) Data Warehouse Developer
8 29 (12.66%) Business Developer
9 24 (10.48%) Analyst
9 24 (10.48%) T-SQL Developer
10 22 (9.61%) Architect
11 17 (7.42%) DBA
11 17 (7.42%) SQL DBA
12 16 (6.99%) SSRS Developer
13 15 (6.55%) Data Architect
13 15 (6.55%) Senior Business Intelligence Developer
13 15 (6.55%) Senior Developer
14 13 (5.68%) Senior DBA
14 13 (5.68%) Senior SQL DBA
15 12 (5.24%) SSAS Developer
Libraries, Frameworks & Software Standards
1 5 (2.18%) .NET
2 4 (1.75%) AngularJS
2 4 (1.75%) RabbitMQ
3 3 (1.31%) Web Services
4 1 (0.44%) CSS
4 1 (0.44%) EDI
4 1 (0.44%) HTML
4 1 (0.44%) MDX
4 1 (0.44%) Middleware
Miscellaneous
1 19 (8.30%) Analytical Skills
2 10 (4.37%) Data Structures
2 10 (4.37%) Management Information System
3 5 (2.18%) Greenfield Project
4 4 (1.75%) NHS
4 4 (1.75%) Replication
5 3 (1.31%) Algorithms
5 3 (1.31%) Data Protection Act
5 3 (1.31%) N-Tier
6 1 (0.44%) Computer Science
Operating Systems
1 4 (1.75%) Unix
2 3 (1.31%) Linux
3 1 (0.44%) Windows
Processes & Methodologies
1 188 (82.10%) Business Intelligence
2 133 (58.08%) ETL
3 81 (35.37%) Data Modelling
4 55 (24.02%) Analytics
5 46 (20.09%) Agile Software Development
6 41 (17.90%) Visualisation
7 36 (15.72%) Data Visualisation
8 28 (12.23%) Migration
9 23 (10.04%) Performance Tuning
10 22 (9.61%) ETL Development
11 21 (9.17%) Data Management
12 20 (8.73%) Data Integration
12 20 (8.73%) Enterprise Architecture
13 19 (8.30%) Disaster Recovery
14 15 (6.55%) Coaching
14 15 (6.55%) Data Architecture
14 15 (6.55%) Data Cleansing
15 14 (6.11%) Data Analysis
16 13 (5.68%) Business Analytics
16 13 (5.68%) Data Transformation
Programming Languages
1 152 (66.38%) SQL
2 88 (38.43%) T-SQL
3 11 (4.80%) PowerShell
4 7 (3.06%) C#
4 7 (3.06%) VBA
5 5 (2.18%) ABAP
6 4 (1.75%) C
6 4 (1.75%) PL/SQL
6 4 (1.75%) VB
7 2 (0.87%) Java
7 2 (0.87%) Python
8 1 (0.44%) Data Analysis Expressions (DAX)
8 1 (0.44%) JavaScript
8 1 (0.44%) VBScript
Qualifications
1 16 (6.99%) Microsoft Certification
2 14 (6.11%) MCSA
3 11 (4.80%) MCSE
4 9 (3.93%) Degree
5 3 (1.31%) MCP
6 1 (0.44%) Numerate Degree
6 1 (0.44%) SC Cleared
6 1 (0.44%) Security Cleared
Quality Assurance & Compliance
1 14 (6.11%) GDPR
2 7 (3.06%) Data Quality
3 3 (1.31%) QA
3 3 (1.31%) SLA
Vendors
1 90 (39.30%) Microsoft
2 39 (17.03%) Tableau
3 33 (14.41%) Oracle
4 19 (8.30%) SAP
5 14 (6.11%) Talend
6 13 (5.68%) Cognos
7 9 (3.93%) IBM
8 4 (1.75%) Capita
8 4 (1.75%) Xerox
9 3 (1.31%) BT
9 3 (1.31%) RedGate
10 2 (0.87%) Alteryx
11 1 (0.44%) Aareon
11 1 (0.44%) Civica
11 1 (0.44%) Logi
11 1 (0.44%) Logi Analytics
11 1 (0.44%) MicroStrategy
11 1 (0.44%) Northgate
11 1 (0.44%) Orchard
11 1 (0.44%) Progress