Period
to 22 November 2017

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 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
North West > Cheshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 60 36 36
Rank change year-on-year -24 0 +33
Contract jobs citing Data Warehouse 30 66 84
As % of all contract IT jobs advertised in Cheshire 2.25% 4.51% 4.07%
As % of the Database & Business Intelligence category 10.68% 18.23% 20.59%
Number of daily rates quoted 19 43 58
Cheshire median daily rate £450 £400 £375
Median daily rate % change year-on-year +12.50% +6.67% -11.76%
10th Percentile £319 £319 £271
90th Percentile £525 £675 £738
North West median daily rate £438 £388 £400
% change year-on-year +12.90% -3.13% +8.84%
Number of hourly rates quoted 3 0 3
Cheshire median hourly rate £27.00 - £33.00
North West median hourly rate £39.25 £20.50 £33.00
% change year-on-year +91.46% -37.88% -50.75%

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 Cheshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cheshire
Contract vacancies with a requirement for database or business intelligence skills 281 362 408
As % of all contract IT jobs advertised in Cheshire 21.05% 24.71% 19.78%
Number of daily rates quoted 209 268 279
Cheshire median daily rate £450 £375 £400
Median daily rate % change year-on-year +20.00% -6.25% +6.67%
10th Percentile £279 £263 £300
90th Percentile £625 £583 £538
North West median daily rate £400 £375 £400
% change year-on-year +6.67% -6.25% +23.08%
Number of hourly rates quoted 6 4 4
Cheshire median hourly rate £25.50 £14.86 £33.00
Median hourly rate % change year-on-year +71.60% -54.97% +106.25%
10th Percentile £9.00 £12.90 £20.83
90th Percentile £27.00 £20.34 £34.85
North West median hourly rate £42.75 £35.75 £40.00
% change year-on-year +19.58% -10.63% +45.45%

Data Warehouse
Job Vacancy Trend in Cheshire

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

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 6 months to 22 November 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 contractor hourly rates quoted in IT jobs citing Data Warehouse in Cheshire.

Contractor hourly rate trend 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 6 months to 22 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
Chester +4 11 £450 +4.35% 2
Knutsford -14 3 £280 -34.12% 1
Warrington -3 2 £363 -44.23% 2
Alderley Edge - 1 £475 -
Macclesfield - 1 £500 - 1
Data Warehouse
North West

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 Cheshire region with a requirement for Data Warehouse.

1 13 (43.33%) Business Intelligence
2 11 (36.67%) ETL
2 11 (36.67%) Finance
3 10 (33.33%) Banking
3 10 (33.33%) Oracle
4 7 (23.33%) Oracle Database
4 7 (23.33%) SQL
4 7 (23.33%) Data Modelling
4 7 (23.33%) IBM
4 7 (23.33%) DataStage
5 6 (20.00%) SDLC
5 6 (20.00%) Dashboard Development
5 6 (20.00%) Analytics
5 6 (20.00%) Agile Software Development
5 6 (20.00%) SQL Server Integration Services
5 6 (20.00%) SQL Server Analysis Services
6 5 (16.67%) Dimensional Modelling
6 5 (16.67%) Kanban
6 5 (16.67%) Business Analysis
6 5 (16.67%) ETL Development
6 5 (16.67%) Kalman Filter
6 5 (16.67%) MicroStrategy
6 5 (16.67%) Linux
6 5 (16.67%) SQL Server
6 5 (16.67%) Migration
7 4 (13.33%) SAS
7 4 (13.33%) Data Analysis
7 4 (13.33%) Software Engineering
7 4 (13.33%) Data Migration
7 4 (13.33%) Data Cleansing

Data Warehouse
Co-occurring 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 (13.33%) SAS
Cloud Services
1 3 (10.00%) Amazon AWS
2 1 (3.33%) Dynamics 365
Database & Business Intelligence
1 7 (23.33%) DataStage
1 7 (23.33%) Oracle Database
2 6 (20.00%) SQL Server Analysis Services
2 6 (20.00%) SQL Server Integration Services
3 5 (16.67%) SQL Server
4 3 (10.00%) Amazon Redshift
4 3 (10.00%) Apache Hive
4 3 (10.00%) Big Data
4 3 (10.00%) Data Mart
4 3 (10.00%) Hadoop
4 3 (10.00%) IBM InfoSphere
4 3 (10.00%) Spatial Data
4 3 (10.00%) SQL Server 2005
4 3 (10.00%) SQL Server 2008
4 3 (10.00%) SQL Server Reporting Services
5 2 (6.67%) Oracle Database 10g
5 2 (6.67%) Oracle Database 11g
5 2 (6.67%) Oracle Database 12c
5 2 (6.67%) Oracle9i Database
6 1 (3.33%) Data Mining
Development Applications
1 2 (6.67%) Toad
2 1 (3.33%) Team Foundation Server
General
1 11 (36.67%) Finance
2 10 (33.33%) Banking
3 2 (6.67%) Investment Banking
4 1 (3.33%) Marketing
4 1 (3.33%) Pharmaceutical
Job Titles
1 18 (60.00%) Developer
2 10 (33.33%) Business Intelligence Developer
3 7 (23.33%) Analyst
4 5 (16.67%) DBA
5 4 (13.33%) Data Analyst
5 4 (13.33%) ETL Developer
5 4 (13.33%) MicroStrategy Developer
5 4 (13.33%) Systems Analyst
6 3 (10.00%) Data Warehouse Analyst
6 3 (10.00%) DataStage Developer
6 3 (10.00%) Risk Analyst
7 2 (6.67%) Database Developer
7 2 (6.67%) Oracle Database Developer
7 2 (6.67%) Oracle DBA
7 2 (6.67%) Oracle Developer
7 2 (6.67%) PL/SQL Developer
7 2 (6.67%) SQL Database Developer
7 2 (6.67%) SQL Developer
8 1 (3.33%) Data Modeller
8 1 (3.33%) Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 3 (10.00%) Web Services
Miscellaneous
1 3 (10.00%) Data Structures
1 3 (10.00%) Management Information System
2 2 (6.67%) Data Protection Act
Operating Systems
1 5 (16.67%) Linux
2 3 (10.00%) AIX
2 3 (10.00%) Unix
2 3 (10.00%) Windows
Processes & Methodologies
1 13 (43.33%) Business Intelligence
2 11 (36.67%) ETL
3 7 (23.33%) Data Modelling
4 6 (20.00%) Agile Software Development
4 6 (20.00%) Analytics
4 6 (20.00%) Dashboard Development
4 6 (20.00%) SDLC
5 5 (16.67%) Business Analysis
5 5 (16.67%) Dimensional Modelling
5 5 (16.67%) ETL Development
5 5 (16.67%) Kalman Filter
5 5 (16.67%) Kanban
5 5 (16.67%) Migration
6 4 (13.33%) Data Analysis
6 4 (13.33%) Data Cleansing
6 4 (13.33%) Data Migration
6 4 (13.33%) Software Engineering
7 3 (10.00%) Integration Testing
7 3 (10.00%) Matrix Management
7 3 (10.00%) Stakeholder Management
Programming Languages
1 7 (23.33%) SQL
2 3 (10.00%) T-SQL
3 2 (6.67%) PL/SQL
3 2 (6.67%) Shell Script
Qualifications
1 1 (3.33%) ISEB
1 1 (3.33%) ISTQB
Quality Assurance & Compliance
1 3 (10.00%) Data Quality
1 3 (10.00%) SLA
System Software
1 3 (10.00%) Oracle RAC
1 3 (10.00%) Tivoli Workload Scheduler
Systems Management
1 3 (10.00%) Data Guard
1 3 (10.00%) Oracle RMAN
1 3 (10.00%) Tivoli
2 1 (3.33%) HP Quality Center
Vendors
1 10 (33.33%) Oracle
2 7 (23.33%) IBM
3 5 (16.67%) MicroStrategy
4 3 (10.00%) Cisco
4 3 (10.00%) EMC
4 3 (10.00%) HP
4 3 (10.00%) Red Hat
5 2 (6.67%) Microsoft
5 2 (6.67%) Remedy
6 1 (3.33%) BMC
6 1 (3.33%) Tableau