The following table provides summary statistics for contract job vacancies advertised in Cheshire 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 3 months to 25 March 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.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Warehousing
North West / Cheshire
Rank 24 63 24
Rank change year-on-year +39 -39  
Contract jobs citing Data Warehouse 31 18 52
As % of all contract IT jobs advertised in Cheshire 5.76% 1.86% 6.40%
As % of the Database & Business Intelligence category 21.99% 9.18% 23.96%
Number of daily rates quoted 16 12 42
Median daily rate £375 £388 £516
Median daily rate % change year-on-year -3.22% -24.93%  
90% offered a daily rate of more than £220 £163 £350
10% offered a daily rate of more than £488 £620 £700
UK excluding London median daily rate £400 £413 £400
% change year-on-year -3.03% +3.12%  
Number of hourly rates quoted 2 0 0
Median hourly rate £28.25 - -
UK excluding London median hourly rate £35.00 £52.75 £34.00
% change year-on-year -33.64% +55.14%  

Data Warehouse is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cheshire with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
Cheshire
Contract job vacancies with a requirement for database and business intelligence skills 141 196 217
As % of all contract IT job vacancies advertised in Cheshire 26.21% 20.29% 26.72%
Number of daily rates quoted 108 123 150
Median daily rate £388 £340 £439
Median daily rate % change year-on-year +13.97% -22.55%  
90% offered a daily rate of more than £275 £175 £290
10% offered a daily rate of more than £475 £508 £675
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 5 10 0
Median hourly rate £35.00 £22.54 -
Median hourly rate % change year-on-year +55.27% -  
UK excluding London median hourly rate £31.00 £32.50 £32.50
% change year-on-year -4.61% -  

Data Warehouse
Job Vacancy Trend in Cheshire

The job posting trend of jobs advertised in Cheshire citing Data Warehouse as a proportion of all contract or permanent IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Warehouse in Cheshire

Data Warehouse
Contractor Daily Rate Trend in Cheshire

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

Contractor daily rate trend for Data Warehouse in Cheshire

Data Warehouse
Contractor Daily Rate Histogram in Cheshire

The daily rate distribution of IT jobs citing Data Warehouse in Cheshire over the 3 months to 25 March 2017.

Contractor daily rate histogram for Data Warehouse in Cheshire

Data Warehouse
Contractor Hourly Rate Trend in Cheshire

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

Contractor hourly rate trend for Data Warehouse in Cheshire

Data Warehouse
Contractor Hourly Rate Histogram in Cheshire

The hourly rate distribution of IT jobs citing Data Warehouse in Cheshire over the 3 months to 25 March 2017.

Contractor hourly rate histogram for Data Warehouse in Cheshire

Data Warehouse
Contract Job Locations in Cheshire

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 Cheshire region over the 3 months to 25 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Chester +18 9 £350 +20.68% 4
Warrington +31 6 £388 -17.98% 5
Knutsford +10 3 - -
Macclesfield +2 2 £538 -33.84%
Crewe - 2 - -
Data Warehouse
North West

Data Warehouse
Top 30 Related IT Skills in Cheshire

For the 6 months to 25 March 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 Cheshire region with a requirement for Data Warehouse.

1 33 (55.93%) Business Intelligence
2 30 (50.85%) ETL
3 24 (40.68%) SQL
4 21 (35.59%) SQL Server Reporting Services
5 19 (32.20%) SQL Server Integration Services
5 19 (32.20%) Finance
6 18 (30.51%) SQL Server
7 17 (28.81%) Agile Software Development
8 15 (25.42%) SQL Server Analysis Services
9 14 (23.73%) Microsoft
10 13 (22.03%) Big Data
11 12 (20.34%) T-SQL
12 11 (18.64%) Performance Tuning
12 11 (18.64%) Analytical Skills
13 10 (16.95%) Process Improvement
13 10 (16.95%) Data Modelling
14 9 (15.25%) Change Management
14 9 (15.25%) Analytics
14 9 (15.25%) Data Structures
15 8 (13.56%) Coaching
15 8 (13.56%) High Availability
16 7 (11.86%) Web Services
16 7 (11.86%) Talend Open Studio
16 7 (11.86%) Data Management
16 7 (11.86%) Open Source
16 7 (11.86%) SQL Server 2012
16 7 (11.86%) Talend
16 7 (11.86%) Database Mirroring
17 6 (10.17%) Enterprise Data Warehouse
17 6 (10.17%) Power BI

Data Warehouse
Top Related IT Skills in Cheshire 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 4 (6.78%) IIS
1 4 (6.78%) SharePoint
2 3 (5.08%) SAS
Applications
1 6 (10.17%) MS Excel
2 1 (1.69%) Mingle
Business Applications
1 1 (1.69%) Dynamics CRM
1 1 (1.69%) Dynamics NAV
1 1 (1.69%) Oracle ERP
Cloud Services
1 5 (8.47%) Amazon AWS
2 4 (6.78%) Cloud Computing
3 1 (1.69%) Microsoft Azure
3 1 (1.69%) Trello
Database & Business Intelligence
1 21 (35.59%) SQL Server Reporting Services
2 19 (32.20%) SQL Server Integration Services
3 18 (30.51%) SQL Server
4 15 (25.42%) SQL Server Analysis Services
5 13 (22.03%) Big Data
6 7 (11.86%) SQL Server 2012
7 6 (10.17%) Enterprise Data Warehouse
7 6 (10.17%) MongoDB
7 6 (10.17%) Power BI
8 5 (8.47%) Amazon Redshift
8 5 (8.47%) Hadoop
8 5 (8.47%) PostgreSQL
8 5 (8.47%) QlikView
8 5 (8.47%) SQL Server 2008
9 4 (6.78%) Apache Hive
9 4 (6.78%) HBase
10 3 (5.08%) Crystal Reports
11 2 (3.39%) Data Mart
11 2 (3.39%) NoSQL
11 2 (3.39%) Oracle BI EE
Development Applications
1 7 (11.86%) Talend Open Studio
2 5 (8.47%) Team Foundation Server
3 3 (5.08%) JIRA
4 1 (1.69%) Oracle Forms
General
1 19 (32.20%) Finance
2 5 (8.47%) Banking
3 4 (6.78%) Local Government
4 2 (3.39%) Pharmaceutical
Job Titles
1 25 (42.37%) Developer
2 8 (13.56%) Analyst
2 8 (13.56%) Architect
3 7 (11.86%) Business Intelligence Developer
3 7 (11.86%) Data Architect
3 7 (11.86%) Data Warehouse Developer
4 6 (10.17%) DBA
4 6 (10.17%) SQL DBA
4 6 (10.17%) Telephony Manager
5 4 (6.78%) Principal Architect
5 4 (6.78%) Talend Developer
5 4 (6.78%) Tester
6 3 (5.08%) Agile Business Analyst
6 3 (5.08%) Data Business Analyst
6 3 (5.08%) Domain Architect
6 3 (5.08%) Implementation Manager
6 3 (5.08%) Implementation Project Manager
6 3 (5.08%) Project Implementation Manager
6 3 (5.08%) SQL Developer
6 3 (5.08%) Telephony Project Manager
Libraries, Frameworks & Software Standards
1 7 (11.86%) Web Services
2 6 (10.17%) MDX
3 1 (1.69%) .NET
3 1 (1.69%) CSS
3 1 (1.69%) DHTML
3 1 (1.69%) HTML
Miscellaneous
1 11 (18.64%) Analytical Skills
2 9 (15.25%) Data Structures
3 6 (10.17%) IVR
4 5 (8.47%) Replication
4 5 (8.47%) Taxonomies
5 3 (5.08%) User Experience
6 2 (3.39%) NHS
7 1 (1.69%) Management Information System
Operating Systems
1 4 (6.78%) Unix
1 4 (6.78%) Windows
1 4 (6.78%) Windows Server
1 4 (6.78%) Windows Server 2008
Processes & Methodologies
1 33 (55.93%) Business Intelligence
2 30 (50.85%) ETL
3 17 (28.81%) Agile Software Development
4 11 (18.64%) Performance Tuning
5 10 (16.95%) Data Modelling
5 10 (16.95%) Process Improvement
6 9 (15.25%) Analytics
6 9 (15.25%) Change Management
7 8 (13.56%) Coaching
7 8 (13.56%) High Availability
8 7 (11.86%) Data Management
8 7 (11.86%) Database Mirroring
8 7 (11.86%) Open Source
9 6 (10.17%) Data Integration
9 6 (10.17%) Stakeholder Management
9 6 (10.17%) Workflow
10 5 (8.47%) Kanban
10 5 (8.47%) Logical Data Model
10 5 (8.47%) Ontologies
10 5 (8.47%) People Management
Programming Languages
1 24 (40.68%) SQL
2 12 (20.34%) T-SQL
3 5 (8.47%) PowerShell
4 2 (3.39%) Java
4 2 (3.39%) PL/SQL
4 2 (3.39%) Python
4 2 (3.39%) Shell Script
5 1 (1.69%) ANSI SQL
5 1 (1.69%) Data Analysis Expressions (DAX)
5 1 (1.69%) JavaScript
5 1 (1.69%) R
Qualifications
1 1 (1.69%) BPSS Clearance
Quality Assurance & Compliance
1 4 (6.78%) QA
2 3 (5.08%) Data Quality
Systems Management
1 2 (3.39%) Control-M
Vendors
1 14 (23.73%) Microsoft
2 7 (11.86%) Talend
3 5 (8.47%) Oracle
4 4 (6.78%) Tableau
5 3 (5.08%) Ab Initio
5 3 (5.08%) Cognos
5 3 (5.08%) Hyperion
5 3 (5.08%) Teradata
6 2 (3.39%) Vertica
7 1 (1.69%) Alteryx
7 1 (1.69%) Atlassian
7 1 (1.69%) Embarcadero
7 1 (1.69%) Google