The table below looks at the statistics for Data Warehouse skills in IT contracts advertised for the North West region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Warehouse over the 3 months to 25 June 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 96 43 50
Rank change year-on-year
-53 +7
Contract jobs citing Data Warehouse 66 130 94
As % of all contract IT jobs located in the North West 1.76% 3.50% 2.99%
As % of the Database & Business Intelligence category 7.93% 14.98% 13.82%
Number of daily rates quoted 42 93 64
Median daily rate £400 £400 £425
Median daily rate % change year-on-year
- -5.88%
90% offered a daily rate of more than £201 £275 £296
10% offered a daily rate of more than £474 £650 £773
UK excluding London median daily rate £410 £375 £375
% change year-on-year
+9.33% -
Number of hourly rates quoted 5 3 1
Median hourly rate £20.50 £33.00 £40.00
Median hourly rate % change year-on-year
-37.87% -17.50%
UK excluding London median hourly rate £20.50 £31.50 £41.00
% change year-on-year
-34.92% -23.17%
Data Warehouse
England

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the North West region.

Database & Business Intelligence Category
North West
Contract IT job ads with a match in the
Database & Business Intelligence category
832 868 680
As % of all contract IT jobs located in the North West 22.17% 23.34% 21.65%
Number of daily rates quoted 533 552 372
Median daily rate £388 £370 £350
Median daily rate % change year-on-year
+4.72% +5.71%
90% offered a daily rate of more than £265 £275 £250
10% offered a daily rate of more than £507 £550 £475
UK excluding London median daily rate £380 £350 £350
% change year-on-year
+8.57% -
Number of hourly rates quoted 15 23 20
Median hourly rate £20.50 £33.00 £21.70
Median hourly rate % change year-on-year
-37.87% +52.07%
90% offered a hourly rate of more than £16.45 £18.68 £12.50
10% offered a hourly rate of more than £41.95 £56.50 £40.00
UK excluding London median hourly rate £30.75 £26.00 £30.00
% change year-on-year
+18.26% -13.33%

Data Warehouse
Jobs Demand Trend in the North West

The demand trend of contract jobs across the North West region citing Data Warehouse as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

Data Warehouse Jobs Demand Trend in the North West

Data Warehouse
Daily Rate Trend in the North West

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

Data Warehouse Daily Rate Trend in the North West

Data Warehouse
Daily Rate Histogram in the North West

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Warehouse across the North West region over the 3 months to 25 June 2016.

Data Warehouse Daily Rate Histogram in the North West

Data Warehouse
Hourly Rate Trend in the North West

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

Data Warehouse Hourly Rate Trend 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 25 June 2016. 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
(Click see detailed
statistics and trends)
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 -31 24 £225 -33.33% 18
Cheshire -25 23 £413 -23.25% 9
Merseyside -21 6 £130 -58.40% 7
Lancashire -5 5 - - 3
Data Warehouse
England

Data Warehouse
Top 30 Related IT Skills in the North West

For the 6 months to 25 June 2016, 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 69 (52.67%) Business Intelligence
2 59 (45.04%) SQL
3 41 (31.30%) ETL
4 32 (24.43%) SQL Server
5 31 (23.66%) Agile Software Development
6 30 (22.90%) Oracle
7 28 (21.37%) Microsoft
8 27 (20.61%) Finance
9 25 (19.08%) SQL Server Reporting Services
10 24 (18.32%) NHS
11 22 (16.79%) SQL Server Integration Services
12 21 (16.03%) Data Modelling
13 17 (12.98%) Talend Open Studio
13 17 (12.98%) Talend
14 16 (12.21%) Analytical Skills
14 16 (12.21%) PL/SQL
15 15 (11.45%) Java
15 15 (11.45%) Linux
16 14 (10.69%) Tableau
17 13 (9.92%) Big Data
17 13 (9.92%) Migration
17 13 (9.92%) Stakeholder Management
17 13 (9.92%) JavaScript
18 12 (9.16%) SQL Server Analysis Services
18 12 (9.16%) T-SQL
18 12 (9.16%) Teradata
18 12 (9.16%) Analytics
18 12 (9.16%) MongoDB
19 11 (8.40%) Data Quality
19 11 (8.40%) MS Excel

Data Warehouse
Top Related 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 6 (4.58%) SharePoint
2 5 (3.82%) SAS
3 1 (0.76%) Apache Spark
3 1 (0.76%) BizTalk Server
Applications
1 11 (8.40%) MS Excel
2 6 (4.58%) MS PowerPoint
3 5 (3.82%) MS Office
4 2 (1.53%) MS Project
4 2 (1.53%) MS Visio
5 1 (0.76%) Acrobat
Business Applications
1 3 (2.29%) Cognos Business Intelligence
2 1 (0.76%) Cognos TM1
2 1 (0.76%) Oracle Applications
2 1 (0.76%) Oracle Retail
2 1 (0.76%) Salesforce.com CRM
Cloud Services
1 10 (7.63%) Amazon AWS
2 8 (6.11%) Cloud Computing
2 8 (6.11%) IaaS
3 1 (0.76%) Amazon ElastiCache
3 1 (0.76%) Office 365
Communications & Networking
1 8 (6.11%) Internet
2 3 (2.29%) Network Security
3 1 (0.76%) HTTP
Database & Business Intelligence
1 32 (24.43%) SQL Server
2 25 (19.08%) SQL Server Reporting Services
3 22 (16.79%) SQL Server Integration Services
4 13 (9.92%) Big Data
5 12 (9.16%) MongoDB
5 12 (9.16%) SQL Server Analysis Services
6 11 (8.40%) BusinessObjects
7 10 (7.63%) Data Mining
8 8 (6.11%) Apache Cassandra
8 8 (6.11%) Hadoop
9 5 (3.82%) Enterprise Data Warehouse
10 4 (3.05%) Crystal Reports
10 4 (3.05%) MySQL
10 4 (3.05%) Oracle Database
10 4 (3.05%) Oracle Database 11g
10 4 (3.05%) Power BI
10 4 (3.05%) Relational Database
10 4 (3.05%) SAP BW
11 3 (2.29%) PostgreSQL
12 2 (1.53%) DB2
Development Applications
1 17 (12.98%) Talend Open Studio
2 8 (6.11%) ERwin
3 1 (0.76%) Jenkins
3 1 (0.76%) MSTest
3 1 (0.76%) Team Foundation Server
General
1 27 (20.61%) Finance
2 8 (6.11%) Banking
2 8 (6.11%) Retail
3 5 (3.82%) Advertising
4 4 (3.05%) Back Office
5 3 (2.29%) Pharmaceutical
6 1 (0.76%) Legal
6 1 (0.76%) Local Government
6 1 (0.76%) Marketing
Job Titles
1 50 (38.17%) Developer
2 33 (25.19%) Analyst
3 17 (12.98%) SQL Developer
4 15 (11.45%) Architect
4 15 (11.45%) Business Analyst
5 13 (9.92%) Business Intelligence Developer
5 13 (9.92%) ETL Developer
6 9 (6.87%) Business Intelligence Analyst
7 8 (6.11%) Business Developer
7 8 (6.11%) Data Warehouse Developer
7 8 (6.11%) Project Manager
7 8 (6.11%) Technical Architect
8 7 (5.34%) Data Analyst
9 6 (4.58%) Senior Developer
9 6 (4.58%) SSIS Developer
10 5 (3.82%) Digital Architect
10 5 (3.82%) Digital Technical Architect
10 5 (3.82%) Report Analyst
10 5 (3.82%) Senior SQL Developer
10 5 (3.82%) Systems Analyst
Libraries, Frameworks & Software Standards
1 9 (6.87%) AngularJS
1 9 (6.87%) Node.js
2 8 (6.11%) .NET
2 8 (6.11%) Twitter Bootstrap
3 5 (3.82%) Velocity
4 4 (3.05%) .NET Framework
4 4 (3.05%) Web Services
5 3 (2.29%) CSS
6 2 (1.53%) HTML
6 2 (1.53%) Middleware
6 2 (1.53%) Spring
6 2 (1.53%) XML
7 1 (0.76%) Apache Wicket
7 1 (0.76%) JRuby
7 1 (0.76%) JSON
7 1 (0.76%) MDX
7 1 (0.76%) RESTful
7 1 (0.76%) Ruby on Rails
7 1 (0.76%) Spring MVC
7 1 (0.76%) Visualforce
Miscellaneous
1 24 (18.32%) NHS
2 16 (12.21%) Analytical Skills
3 6 (4.58%) Algorithms
3 6 (4.58%) Data Integration
3 6 (4.58%) Social Media
3 6 (4.58%) Visualisation
4 4 (3.05%) Credit Risk
4 4 (3.05%) Informatics
5 3 (2.29%) Digital Media
6 2 (1.53%) Data Centre
6 2 (1.53%) Reference Data
6 2 (1.53%) User Experience
7 1 (0.76%) Computer Science
7 1 (0.76%) Data Conversion
7 1 (0.76%) Data Extraction
7 1 (0.76%) Data Protection Act
7 1 (0.76%) FMCG
7 1 (0.76%) Ontologies
7 1 (0.76%) Taxonomies
Operating Systems
1 15 (11.45%) Linux
2 9 (6.87%) Unix
3 1 (0.76%) Windows
Processes & Methodologies
1 69 (52.67%) Business Intelligence
2 41 (31.30%) ETL
3 31 (23.66%) Agile Software Development
4 21 (16.03%) Data Modelling
5 13 (9.92%) Migration
5 13 (9.92%) Stakeholder Management
6 12 (9.16%) Analytics
7 11 (8.40%) Data Management
8 9 (6.87%) Kimball Methodology
9 8 (6.11%) Data Analysis
9 8 (6.11%) Unit Testing
9 8 (6.11%) Web Accessibility
10 7 (5.34%) Business Analysis
10 7 (5.34%) Data Migration
10 7 (5.34%) Scrum
11 6 (4.58%) CRM
11 6 (4.58%) Data Security
11 6 (4.58%) Dimensional Modelling
11 6 (4.58%) Open Source
12 5 (3.82%) Web Development
Programming Languages
1 59 (45.04%) SQL
2 16 (12.21%) PL/SQL
3 15 (11.45%) Java
4 13 (9.92%) JavaScript
5 12 (9.16%) T-SQL
6 9 (6.87%) Python
7 8 (6.11%) C++
7 8 (6.11%) R
8 4 (3.05%) PHP
8 4 (3.05%) VB
9 1 (0.76%) Apex Code
9 1 (0.76%) C
9 1 (0.76%) C#
9 1 (0.76%) Data Analysis Expressions (DAX)
9 1 (0.76%) Go
9 1 (0.76%) Ruby
Qualifications
1 7 (5.34%) Security Cleared
2 4 (3.05%) BPSS Clearance
2 4 (3.05%) SC Cleared
3 2 (1.53%) PRINCE2 Certification
4 1 (0.76%) AAT
4 1 (0.76%) APMP
4 1 (0.76%) Degree
4 1 (0.76%) ISEB
4 1 (0.76%) MCDBA
4 1 (0.76%) MCTS
4 1 (0.76%) Microsoft Certification
4 1 (0.76%) Microsoft Certified Architect
4 1 (0.76%) PhD
Quality Assurance & Compliance
1 11 (8.40%) Data Quality
2 6 (4.58%) QA
3 4 (3.05%) Disclosure Scotland
System Software
1 8 (6.11%) Virtual Desktop
2 2 (1.53%) HDFS
3 1 (0.76%) Oracle RAC
Systems Management
1 8 (6.11%) Opscode Chef
1 8 (6.11%) StatsD
2 1 (0.76%) HP Quality Center
Vendors
1 30 (22.90%) Oracle
2 28 (21.37%) Microsoft
3 17 (12.98%) Talend
4 14 (10.69%) Tableau
5 12 (9.16%) Teradata
6 9 (6.87%) Informatica
6 9 (6.87%) SAP
7 8 (6.11%) Apigee
7 8 (6.11%) Citrix
7 8 (6.11%) Mashery
7 8 (6.11%) Vertica
8 6 (4.58%) Cognos
9 3 (2.29%) CODA
9 3 (2.29%) Concur
9 3 (2.29%) Maconomy
9 3 (2.29%) ServiceNow
10 2 (1.53%) EXASOL
10 2 (1.53%) Hortonworks
11 1 (0.76%) RainStor
11 1 (0.76%) Salesforce.com
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