Period
to 19 November 2017

The following table provides summary statistics for contract job vacancies advertised in West Yorkshire 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 19 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
Yorkshire > West Yorkshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 79 69 62
Rank change year-on-year -10 -7 -23
Contract jobs citing Data Warehouse 77 119 144
As % of all contract IT jobs advertised in West Yorkshire 2.58% 3.29% 3.24%
As % of the Database & Business Intelligence category 10.77% 13.22% 11.74%
Number of daily rates quoted 77 77 117
West Yorkshire median daily rate £425 £385 £350
Median daily rate % change year-on-year +10.39% +10.00% -
10th Percentile £320 £285 £263
90th Percentile £615 £525 £509
Yorkshire median daily rate £425 £375 £350
% change year-on-year +13.33% +7.14% -
Number of hourly rates quoted 0 2 0
West Yorkshire median hourly rate - £21.88 -
Yorkshire median hourly rate - £25.39 -

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 West Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Yorkshire
Contract vacancies with a requirement for database or business intelligence skills 715 900 1227
As % of all contract IT jobs advertised in West Yorkshire 23.93% 24.91% 27.62%
Number of daily rates quoted 500 612 817
West Yorkshire median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - +7.14%
10th Percentile £305 £281 £275
90th Percentile £538 £519 £510
Yorkshire median daily rate £400 £380 £364
% change year-on-year +5.26% +4.47% +7.78%
Number of hourly rates quoted 3 14 16
West Yorkshire median hourly rate £22.00 £21.19 £17.50
Median hourly rate % change year-on-year +3.83% +21.07% +9.38%
10th Percentile £13.24 £13.50 £8.75
90th Percentile £24.90 £31.50 £42.27
Yorkshire median hourly rate £21.75 £14.25 £17.50
% change year-on-year +52.63% -18.57% +9.38%

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
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for Data Warehouse in West Yorkshire

Data Warehouse
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing Data Warehouse in West Yorkshire over the 6 months to 19 November 2017.

Contractor daily rate histogram for Data Warehouse in West Yorkshire

Data Warehouse
Contractor Hourly Rate Trend in West Yorkshire

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

Contractor hourly rate trend for Data Warehouse in West Yorkshire

Data Warehouse
Contract Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Warehouse within the West Yorkshire region over the 6 months to 19 November 2017. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds -8 47 £425 +13.33% 11
Bradford -13 5 £575 +36.90% 2
Wakefield -3 3 £200 -58.97% 1
Huddersfield 0 2 - -
Pudsey - 2 £450 -
Halifax +10 1 £451 +28.86%
Pontefract - 1 £290 -
Data Warehouse
Yorkshire

For the 6 months to 19 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 West Yorkshire region with a requirement for Data Warehouse.

1 48 (62.34%) Business Intelligence
2 47 (61.04%) SQL
3 35 (45.45%) SQL Server
4 30 (38.96%) Data Modelling
5 25 (32.47%) Microsoft
5 25 (32.47%) SQL Server Integration Services
6 24 (31.17%) ETL
7 21 (27.27%) SQL Server Analysis Services
8 18 (23.38%) SQL Server Reporting Services
9 16 (20.78%) Finance
9 16 (20.78%) Analytics
10 14 (18.18%) Data Management
10 14 (18.18%) Data Architecture
11 13 (16.88%) Data Integration
11 13 (16.88%) Oracle
12 12 (15.58%) Data Analysis
13 11 (14.29%) Agile Software Development
13 11 (14.29%) Migration
13 11 (14.29%) Unix
13 11 (14.29%) Data Quality
14 10 (12.99%) Data Governance
14 10 (12.99%) SQL Server 2014
14 10 (12.99%) Data Strategy
14 10 (12.99%) OLAP
15 9 (11.69%) PL/SQL
15 9 (11.69%) Informatica
15 9 (11.69%) Shell Script
15 9 (11.69%) QA
15 9 (11.69%) Power BI
15 9 (11.69%) Big Data

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 8 (10.39%) SAS
2 2 (2.60%) Apache Spark
3 1 (1.30%) Confluence
3 1 (1.30%) SharePoint
Applications
1 3 (3.90%) Microsoft Excel
Business Applications
1 6 (7.79%) SAP IS-U
Cloud Services
1 2 (2.60%) Microsoft Azure
2 1 (1.30%) SaaS
Database & Business Intelligence
1 35 (45.45%) SQL Server
2 25 (32.47%) SQL Server Integration Services
3 21 (27.27%) SQL Server Analysis Services
4 18 (23.38%) SQL Server Reporting Services
5 10 (12.99%) OLAP
5 10 (12.99%) SQL Server 2014
6 9 (11.69%) Big Data
6 9 (11.69%) Power BI
6 9 (11.69%) Relational Database
7 8 (10.39%) NoSQL
7 8 (10.39%) SQL Server 2016
8 7 (9.09%) SQL Server 2012
9 6 (7.79%) BusinessObjects
9 6 (7.79%) Microsoft Analysis Services
9 6 (7.79%) MOLAP
9 6 (7.79%) MongoDB
9 6 (7.79%) ROLAP
9 6 (7.79%) Star Schema
10 5 (6.49%) Apache Hive
10 5 (6.49%) PostgreSQL
Development Applications
1 3 (3.90%) ERwin
2 1 (1.30%) JIRA
2 1 (1.30%) Octopus Deploy
General
1 16 (20.78%) Finance
2 5 (6.49%) Banking
2 5 (6.49%) Retail
3 1 (1.30%) Financial Institution
Job Titles
1 28 (36.36%) Developer
2 15 (19.48%) Analyst
2 15 (19.48%) Architect
3 14 (18.18%) Business Intelligence Developer
4 12 (15.58%) Data Architect
5 8 (10.39%) SQL Developer
6 7 (9.09%) Data Warehouse Analyst
6 7 (9.09%) Data Warehouse Architect
6 7 (9.09%) SSAS Developer
7 6 (7.79%) Business Intelligence Architect
7 6 (7.79%) Consultant
7 6 (7.79%) Data Engineer
7 6 (7.79%) ETL Developer
7 6 (7.79%) Senior Data Engineer
7 6 (7.79%) Solutions Architect
8 5 (6.49%) Functional Consultant
8 5 (6.49%) SQL Analyst
9 4 (5.19%) Data Warehouse Business Analyst
9 4 (5.19%) SSIS Developer
9 4 (5.19%) SSRS Developer
Libraries, Frameworks & Software Standards
1 8 (10.39%) MDX
2 2 (2.60%) Middleware
2 2 (2.60%) Oracle Fusion
Miscellaneous
1 9 (11.69%) Analytical Skills
2 8 (10.39%) Management Information System
3 3 (3.90%) Enterprise Software
4 2 (2.60%) Replication
5 1 (1.30%) AS400
5 1 (1.30%) Data Structures
5 1 (1.30%) Greenfield Project
5 1 (1.30%) NHS
5 1 (1.30%) Virtual Team
Operating Systems
1 11 (14.29%) Unix
2 1 (1.30%) Linux
Processes & Methodologies
1 48 (62.34%) Business Intelligence
2 30 (38.96%) Data Modelling
3 24 (31.17%) ETL
4 16 (20.78%) Analytics
5 14 (18.18%) Data Architecture
5 14 (18.18%) Data Management
6 13 (16.88%) Data Integration
7 12 (15.58%) Data Analysis
8 11 (14.29%) Agile Software Development
8 11 (14.29%) Migration
9 10 (12.99%) Data Governance
9 10 (12.99%) Data Strategy
10 9 (11.69%) Kimball Methodology
10 9 (11.69%) Performance Tuning
11 7 (9.09%) Collaborative Working
11 7 (9.09%) Continuous Improvement
11 7 (9.09%) Data Migration
11 7 (9.09%) ETL Development
12 6 (7.79%) Data Visualisation
12 6 (7.79%) Visualisation
Programming Languages
1 47 (61.04%) SQL
2 9 (11.69%) PL/SQL
2 9 (11.69%) Shell Script
3 8 (10.39%) T-SQL
4 4 (5.19%) R
5 2 (2.60%) Data Analysis Expressions (DAX)
5 2 (2.60%) Python
6 1 (1.30%) VB
6 1 (1.30%) VBScript
Qualifications
1 4 (5.19%) ISEB
2 2 (2.60%) Degree
Quality Assurance & Compliance
1 11 (14.29%) Data Quality
2 9 (11.69%) QA
3 1 (1.30%) GDPR
Vendors
1 25 (32.47%) Microsoft
2 13 (16.88%) Oracle
3 9 (11.69%) Informatica
4 8 (10.39%) SAP
5 5 (6.49%) Tableau
6 3 (3.90%) CA
7 2 (2.60%) Datameer
7 2 (2.60%) Siebel
8 1 (1.30%) Capita
8 1 (1.30%) IBM
8 1 (1.30%) Logi
8 1 (1.30%) Logi Analytics
8 1 (1.30%) Netezza
8 1 (1.30%) RedGate