The following table provides summary statistics for contract job vacancies advertised in the North West 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 26 June 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
England / North West
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 54 100 44
Rank change year-on-year +46 -56  
Contract jobs citing Data Warehouse 91 66 132
As % of all contract IT jobs advertised in the North West 3.09% 1.76% 3.58%
As % of the Database & Business Intelligence category 14.56% 8.08% 15.30%
Number of daily rates quoted 45 42 97
Median daily rate £400 £400 £400
90% offered a daily rate of more than £300 £201 £271
10% offered a daily rate of more than £550 £474 £650
UK excluding London median daily rate £400 £410 £375
% change year-on-year -2.43% +9.33%  
Number of hourly rates quoted 0 5 3
Median hourly rate - £20.50 £33.00
Median hourly rate % change year-on-year - -37.87%  
UK excluding London median hourly rate £52.00 £20.50 £31.50
% change year-on-year +153.65% -34.92%  

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 the North West with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
North West
Contract job vacancies with a requirement for database and business intelligence skills 625 817 863
As % of all contract IT job vacancies advertised in the North West 21.20% 21.78% 23.37%
Number of daily rates quoted 358 517 553
Median daily rate £386 £390 £375
Median daily rate % change year-on-year -0.96% +4.00%  
90% offered a daily rate of more than £300 £265 £275
10% offered a daily rate of more than £525 £507 £530
UK excluding London median daily rate £400 £383 £350
% change year-on-year +4.57% +9.28%  
Number of hourly rates quoted 14 15 23
Median hourly rate £42.50 £20.50 £33.00
Median hourly rate % change year-on-year +107.31% -37.87%  
90% offered a hourly rate of more than £14.25 £16.45 £18.68
10% offered a hourly rate of more than £44.00 £41.95 £56.50
UK excluding London median hourly rate £38.00 £30.50 £26.00
% change year-on-year +24.59% +17.30%  

Data Warehouse
Job Vacancy Trend in the North West

The job posting trend of jobs advertised in the North West 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 the North West

Data Warehouse
Contractor Daily Rate Trend in the North West

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

Contractor daily rate trend for Data Warehouse in the North West

Data Warehouse
Contractor Daily Rate Histogram in the North West

The daily rate distribution of IT jobs citing Data Warehouse in the North West over the 3 months to 26 June 2017.

Contractor daily rate histogram for Data Warehouse in the North West

Data Warehouse
Contractor Hourly Rate Trend in the North West

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

Contractor hourly rate trend for Data Warehouse in the North West

Data Warehouse
Contract Job Locations in the North West

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 North West region over the 3 months to 26 June 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
Manchester +36 49 £375 +66.66% 28
Cheshire +17 15 £413 - 1
Merseyside +1 11 £434 +233.84% 4
Lancashire +2 3 £263 - 3
Cumbria - 1 £575 -
Data Warehouse
England

For the 6 months to 26 June 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 North West region with a requirement for Data Warehouse.

1 97 (58.43%) Business Intelligence
2 77 (46.39%) SQL
3 65 (39.16%) ETL
4 62 (37.35%) SQL Server
5 53 (31.93%) SQL Server Integration Services
6 49 (29.52%) SQL Server Reporting Services
7 38 (22.89%) SQL Server Analysis Services
8 35 (21.08%) Oracle
8 35 (21.08%) Finance
9 31 (18.67%) Agile Software Development
10 30 (18.07%) Data Modelling
11 29 (17.47%) Analytics
12 27 (16.27%) Microsoft
13 21 (12.65%) T-SQL
14 20 (12.05%) Big Data
15 16 (9.64%) Data Management
15 16 (9.64%) Retail
15 16 (9.64%) Kimball Methodology
16 15 (9.04%) QlikView
16 15 (9.04%) Stakeholder Management
17 14 (8.43%) SQL Server 2012
18 13 (7.83%) Power BI
18 13 (7.83%) Data Integration
18 13 (7.83%) Data Quality
18 13 (7.83%) Python
18 13 (7.83%) ERP
19 12 (7.23%) SAP
19 12 (7.23%) Migration
19 12 (7.23%) Process Improvement
19 12 (7.23%) Data Transformation

Data Warehouse
Co-occurring IT Skills in the North West 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 9 (5.42%) SAS
2 5 (3.01%) IIS
2 5 (3.01%) SharePoint
3 1 (0.60%) Apache Spark
3 1 (0.60%) Moodle
3 1 (0.60%) Sakai
3 1 (0.60%) SharePoint 2013
3 1 (0.60%) SharePoint Foundation
3 1 (0.60%) SharePoint Server
Applications
1 2 (1.20%) Microsoft Excel
1 2 (1.20%) Mingle
1 2 (1.20%) MS Visio
2 1 (0.60%) Microsoft Office
Business Applications
1 3 (1.81%) HFM
1 3 (1.81%) Oracle EBS
2 2 (1.20%) Oracle ERP
2 2 (1.20%) SAP ERP
3 1 (0.60%) Cognos Business Intelligence
3 1 (0.60%) Oracle Retail
3 1 (0.60%) SAP S/4HANA
Cloud Services
1 7 (4.22%) Amazon AWS
2 4 (2.41%) Cloud Computing
3 3 (1.81%) IBM Cloud
3 3 (1.81%) SoftLayer
4 2 (1.20%) Office 365
4 2 (1.20%) Trello
5 1 (0.60%) Google Analytics
5 1 (0.60%) Microsoft Azure
Communications & Networking
1 1 (0.60%) Intranet
1 1 (0.60%) SAN
Database & Business Intelligence
1 62 (37.35%) SQL Server
2 53 (31.93%) SQL Server Integration Services
3 49 (29.52%) SQL Server Reporting Services
4 38 (22.89%) SQL Server Analysis Services
5 20 (12.05%) Big Data
6 15 (9.04%) QlikView
7 14 (8.43%) SQL Server 2012
8 13 (7.83%) Power BI
9 11 (6.63%) BusinessObjects
9 11 (6.63%) SQL Server 2014
10 10 (6.02%) SAP BW
11 9 (5.42%) MySQL
11 9 (5.42%) Oracle Database
12 8 (4.82%) Oracle BI EE
13 7 (4.22%) BusinessObjects Business Intelligence
13 7 (4.22%) Oracle Database 11g
14 6 (3.61%) DataStage
14 6 (3.61%) Oracle Database 12c
15 5 (3.01%) Data Mining
15 5 (3.01%) DB2
Development Applications
1 8 (4.82%) ERwin
2 7 (4.22%) JIRA
3 6 (3.61%) Talend Open Studio
4 3 (1.81%) Team Foundation Server
5 2 (1.20%) Oracle APEX
5 2 (1.20%) Toad
6 1 (0.60%) Oracle Forms
6 1 (0.60%) SQL Server Management Studio (SSMS)
General
1 35 (21.08%) Finance
2 16 (9.64%) Retail
3 8 (4.82%) Banking
4 5 (3.01%) Local Government
5 4 (2.41%) Marketing
6 2 (1.20%) Investment Banking
7 1 (0.60%) Games
7 1 (0.60%) Pharmaceutical
Job Titles
1 74 (44.58%) Developer
2 26 (15.66%) Analyst
3 24 (14.46%) Business Intelligence Developer
3 24 (14.46%) SQL Developer
4 18 (10.84%) Consultant
5 16 (9.64%) Architect
6 14 (8.43%) ETL Developer
6 14 (8.43%) Oracle Developer
7 13 (7.83%) Data Architect
7 13 (7.83%) Data Warehouse Developer
8 12 (7.23%) SSIS Developer
8 12 (7.23%) SSRS Developer
9 8 (4.82%) Business Analyst
9 8 (4.82%) DBA
9 8 (4.82%) SQL DBA
10 6 (3.61%) Business Developer
10 6 (3.61%) Business Intelligence Consultant
10 6 (3.61%) Project Manager
10 6 (3.61%) Systems Analyst
10 6 (3.61%) Test Analyst
Libraries, Frameworks & Software Standards
1 11 (6.63%) MDX
2 3 (1.81%) Oracle GoldenGate
2 3 (1.81%) Web Services
3 2 (1.20%) XML
4 1 (0.60%) .NET
4 1 (0.60%) ASP.NET
4 1 (0.60%) REST
Miscellaneous
1 10 (6.02%) Analytical Skills
2 9 (5.42%) Data Structures
3 6 (3.61%) IVR
3 6 (3.61%) Replication
3 6 (3.61%) User Experience
4 5 (3.01%) FMCG
4 5 (3.01%) NHS
5 3 (1.81%) Oracle Exalytics
6 2 (1.20%) Data Centre
6 2 (1.20%) Management Information System
7 1 (0.60%) Clustering
7 1 (0.60%) Credit Risk
7 1 (0.60%) Freedom of Information
7 1 (0.60%) iPad
7 1 (0.60%) Learning Management System
7 1 (0.60%) Private Cloud
Operating Systems
1 3 (1.81%) Unix
2 2 (1.20%) Linux
2 2 (1.20%) Windows
Processes & Methodologies
1 97 (58.43%) Business Intelligence
2 65 (39.16%) ETL
3 31 (18.67%) Agile Software Development
4 30 (18.07%) Data Modelling
5 29 (17.47%) Analytics
6 16 (9.64%) Data Management
6 16 (9.64%) Kimball Methodology
7 15 (9.04%) Stakeholder Management
8 13 (7.83%) Data Integration
8 13 (7.83%) ERP
9 12 (7.23%) Data Transformation
9 12 (7.23%) Migration
9 12 (7.23%) Process Improvement
10 10 (6.02%) Data Architecture
11 9 (5.42%) CRM
11 9 (5.42%) Data Analytics
11 9 (5.42%) Data Cleansing
11 9 (5.42%) Dimensional Modelling
11 9 (5.42%) Logical Data Model
12 8 (4.82%) ETL Development
Programming Languages
1 77 (46.39%) SQL
2 21 (12.65%) T-SQL
3 13 (7.83%) Python
4 5 (3.01%) Java
5 4 (2.41%) PL/SQL
6 3 (1.81%) Shell Script
7 2 (1.20%) R
8 1 (0.60%) ANSI SQL
8 1 (0.60%) C
8 1 (0.60%) Data Analysis Expressions (DAX)
8 1 (0.60%) VB
Qualifications
1 3 (1.81%) Degree
1 3 (1.81%) ISEB
2 2 (1.20%) ISTQB
2 2 (1.20%) Security Cleared
3 1 (0.60%) HND
3 1 (0.60%) MCPD
3 1 (0.60%) Microsoft Certification
3 1 (0.60%) PRINCE2 Practitioner
3 1 (0.60%) SC Cleared
Quality Assurance & Compliance
1 13 (7.83%) Data Quality
2 3 (1.81%) QA
2 3 (1.81%) SLA
3 2 (1.20%) Cyber Essentials
3 2 (1.20%) GDPR
3 2 (1.20%) PCI DSS
System Software
1 1 (0.60%) Tivoli Workload Scheduler
1 1 (0.60%) Virtual Machines
Systems Management
1 4 (2.41%) Failover Clustering
2 2 (1.20%) HP Quality Center
3 1 (0.60%) Control-M
3 1 (0.60%) Tivoli
Vendors
1 35 (21.08%) Oracle
2 27 (16.27%) Microsoft
3 12 (7.23%) SAP
4 11 (6.63%) IBM
5 10 (6.02%) Tableau
6 9 (5.42%) Teradata
7 6 (3.61%) Talend
8 4 (2.41%) Informatica
8 4 (2.41%) Vertica
9 3 (1.81%) Cognos
9 3 (1.81%) Embarcadero
9 3 (1.81%) Hyperion
10 2 (1.20%) Ab Initio
10 2 (1.20%) Atlassian
10 2 (1.20%) Google
10 2 (1.20%) JD Edwards
11 1 (0.60%) Blackboard
11 1 (0.60%) EXASOL
Manchester
Vivid Resourcing
Posted: 5 days ago
Merseyside
Rullion
Posted: 6 days ago
North West
Rullion
Posted: 4 days ago