Period
to 22 November 2017

The following table provides summary statistics for contract job vacancies advertised in Leeds with a requirement for Data Warehouse skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Warehouse over the 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Warehousing
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 93 84 72
Rank change year-on-year -9 -12 -14
Contract jobs citing Data Warehouse 48 66 94
As % of all contract IT jobs advertised in Leeds 2.12% 2.52% 2.92%
As % of the Database & Business Intelligence category 8.05% 9.92% 10.61%
Number of daily rates quoted 61 53 81
Leeds median daily rate £425 £375 £340
Median daily rate % change year-on-year +13.33% +10.29% -10.23%
10th Percentile £338 £307 £263
90th Percentile £615 £535 £525
West Yorkshire median daily rate £425 £385 £350
% change year-on-year +10.39% +10.00% -1.41%
Number of hourly rates quoted 0 0 0
Leeds median hourly rate - - -
West Yorkshire median hourly rate - £21.88 -

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 contract job vacancies advertised in Leeds with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Leeds
Contract vacancies with a requirement for database or business intelligence skills 596 665 886
As % of all contract IT jobs advertised in Leeds 26.28% 25.40% 27.56%
Number of daily rates quoted 440 466 614
Leeds median daily rate £400 £395 £375
Median daily rate % change year-on-year +1.27% +5.33% +15.38%
10th Percentile £312 £296 £281
90th Percentile £538 £533 £513
West Yorkshire median daily rate £400 £375 £375
% change year-on-year +6.67% - +7.14%
Number of hourly rates quoted 1 7 8
Leeds median hourly rate £25.00 £14.50 £17.50
Median hourly rate % change year-on-year +72.41% -17.14% +9.38%
10th Percentile £24.50 £13.20 £8.50
90th Percentile £25.50 £31.50 £37.04
West Yorkshire median hourly rate £22.00 £21.19 £18.50
% change year-on-year +3.83% +14.53% +15.63%

Data Warehouse
Job Vacancy Trend in Leeds

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Leeds.

Job vacancy trend for Data Warehouse in Leeds

Data Warehouse
Contractor Daily Rate Trend in Leeds

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Warehouse in Leeds.

Contractor daily rate trend for Data Warehouse in Leeds

Data Warehouse
Contractor Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing Data Warehouse in Leeds over the 6 months to 22 November 2017.

Contractor daily rate histogram for Data Warehouse in Leeds

Data Warehouse
Contractor Hourly Rate Trend in Leeds

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Warehouse in Leeds.

Contractor hourly rate trend for Data Warehouse in Leeds

For the 6 months to 22 November 2017, IT contractor 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 contract ads across the Leeds region with a requirement for Data Warehouse.

1 31 (64.58%) SQL
2 29 (60.42%) Business Intelligence
3 20 (41.67%) SQL Server
4 17 (35.42%) Data Modelling
5 15 (31.25%) ETL
5 15 (31.25%) SQL Server Integration Services
6 12 (25.00%) Data Analysis
7 11 (22.92%) Data Management
7 11 (22.92%) Data Integration
7 11 (22.92%) Finance
7 11 (22.92%) Microsoft
7 11 (22.92%) Analytics
8 10 (20.83%) Performance Tuning
8 10 (20.83%) Oracle
8 10 (20.83%) Unix
8 10 (20.83%) Data Architecture
8 10 (20.83%) Data Quality
8 10 (20.83%) SQL Server Analysis Services
9 9 (18.75%) QA
9 9 (18.75%) PL/SQL
9 9 (18.75%) Informatica
9 9 (18.75%) Shell Script
9 9 (18.75%) Agile Software Development
9 9 (18.75%) Big Data
10 8 (16.67%) SQL Server 2012
10 8 (16.67%) Relational Database
10 8 (16.67%) SAS
10 8 (16.67%) NoSQL
11 7 (14.58%) Microsoft Analysis Services
11 7 (14.58%) SQL Server Reporting Services

Data Warehouse
Co-occurring IT Skills in Leeds 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 8 (16.67%) SAS
2 2 (4.17%) Apache Spark
2 2 (4.17%) SharePoint
3 1 (2.08%) Confluence
3 1 (2.08%) SharePoint 2013
Applications
1 2 (4.17%) Microsoft Excel
2 1 (2.08%) Spreadsheet
Business Applications
1 6 (12.50%) SAP IS-U
Cloud Services
1 1 (2.08%) SaaS
Database & Business Intelligence
1 20 (41.67%) SQL Server
2 15 (31.25%) SQL Server Integration Services
3 10 (20.83%) SQL Server Analysis Services
4 9 (18.75%) Big Data
5 8 (16.67%) NoSQL
5 8 (16.67%) Relational Database
5 8 (16.67%) SQL Server 2012
6 7 (14.58%) Microsoft Analysis Services
6 7 (14.58%) SQL Server Reporting Services
7 6 (12.50%) MOLAP
7 6 (12.50%) MongoDB
7 6 (12.50%) OLAP
7 6 (12.50%) ROLAP
7 6 (12.50%) Star Schema
8 5 (10.42%) Apache Hive
8 5 (10.42%) BusinessObjects
8 5 (10.42%) HBase
8 5 (10.42%) PostgreSQL
8 5 (10.42%) SQL Server 2014
9 4 (8.33%) Enterprise Data Warehouse
Development Applications
1 3 (6.25%) ERwin
2 1 (2.08%) JIRA
2 1 (2.08%) Octopus Deploy
2 1 (2.08%) SQL Server Management Studio (SSMS)
2 1 (2.08%) Visual Studio
General
1 11 (22.92%) Finance
2 4 (8.33%) Retail
3 3 (6.25%) Banking
4 1 (2.08%) Financial Institution
Job Titles
1 14 (29.17%) Developer
2 11 (22.92%) Analyst
3 9 (18.75%) Architect
4 6 (12.50%) Business Intelligence Developer
4 6 (12.50%) Consultant
4 6 (12.50%) Data Architect
4 6 (12.50%) Data Engineer
4 6 (12.50%) Data Warehouse Analyst
4 6 (12.50%) ETL Developer
4 6 (12.50%) Senior Data Engineer
4 6 (12.50%) SSAS Developer
5 5 (10.42%) Business Intelligence Architect
5 5 (10.42%) Data Warehouse Architect
5 5 (10.42%) Functional Consultant
6 4 (8.33%) Business Analyst
6 4 (8.33%) Data Business Analyst
6 4 (8.33%) Data Warehouse Business Analyst
6 4 (8.33%) SAP Consultant
6 4 (8.33%) SAP ISU Consultant
6 4 (8.33%) SQL Developer
Libraries, Frameworks & Software Standards
1 6 (12.50%) MDX
2 2 (4.17%) Middleware
Miscellaneous
1 7 (14.58%) Analytical Skills
2 5 (10.42%) Management Information System
3 3 (6.25%) Enterprise Software
4 1 (2.08%) Greenfield Project
4 1 (2.08%) NHS
Operating Systems
1 10 (20.83%) Unix
2 1 (2.08%) Linux
Processes & Methodologies
1 29 (60.42%) Business Intelligence
2 17 (35.42%) Data Modelling
3 15 (31.25%) ETL
4 12 (25.00%) Data Analysis
5 11 (22.92%) Analytics
5 11 (22.92%) Data Integration
5 11 (22.92%) Data Management
6 10 (20.83%) Data Architecture
6 10 (20.83%) Performance Tuning
7 9 (18.75%) Agile Software Development
8 7 (14.58%) Data Strategy
8 7 (14.58%) ETL Development
8 7 (14.58%) Kimball Methodology
9 6 (12.50%) Collaborative Working
9 6 (12.50%) Continuous Improvement
9 6 (12.50%) Data Engineering
9 6 (12.50%) Data Reconciliation
9 6 (12.50%) Data Visualisation
9 6 (12.50%) Visualisation
10 4 (8.33%) Stakeholder Management
Programming Languages
1 31 (64.58%) SQL
2 9 (18.75%) PL/SQL
2 9 (18.75%) Shell Script
3 4 (8.33%) R
3 4 (8.33%) T-SQL
4 2 (4.17%) Python
5 1 (2.08%) VB
5 1 (2.08%) VBScript
Qualifications
1 2 (4.17%) Degree
2 1 (2.08%) MCSE
2 1 (2.08%) Microsoft Certification
Quality Assurance & Compliance
1 10 (20.83%) Data Quality
2 9 (18.75%) QA
3 1 (2.08%) GDPR
Vendors
1 11 (22.92%) Microsoft
2 10 (20.83%) Oracle
3 9 (18.75%) Informatica
4 7 (14.58%) SAP
5 6 (12.50%) Tableau
6 3 (6.25%) CA
7 2 (4.17%) Datameer
8 1 (2.08%) Capita
8 1 (2.08%) IBM
8 1 (2.08%) Logi
8 1 (2.08%) Logi Analytics
8 1 (2.08%) Netezza
8 1 (2.08%) RedGate