The table below looks at the statistics for Data Warehouse skills in IT contracts advertised for the Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Warehouse over the 3 months to 27 August 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
27 Aug 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 57 49 36
Rank change year-on-year
-8 -13
Contract jobs citing Data Warehouse 98 118 109
As % of all contract IT jobs located in Yorkshire 3.39% 3.73% 4.58%
As % of the Database & Business Intelligence category 12.81% 13.41% 18.08%
Number of daily rates quoted 63 86 71
Median daily rate £400 £350 £400
Median daily rate % change year-on-year
+14.28% -12.50%
90% offered a daily rate of more than £335 £280 £255
10% offered a daily rate of more than £543 £503 £505
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £44.00 £30.00 £67.00
% change year-on-year
+46.66% -55.22%
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 Yorkshire region.

Database & Business Intelligence Category
Yorkshire
Contract IT job ads with a match in the
Database & Business Intelligence category
765 880 603
As % of all contract IT jobs located in Yorkshire 26.44% 27.82% 25.31%
Number of daily rates quoted 528 583 357
Median daily rate £380 £350 £338
Median daily rate % change year-on-year
+8.57% +3.70%
90% offered a daily rate of more than £300 £280 £225
10% offered a daily rate of more than £535 £460 £505
UK excluding London median daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 13 14 9
Median hourly rate £13.19 £15.00 £22.50
Median hourly rate % change year-on-year
-12.06% -33.33%
90% offered a hourly rate of more than £12.50 £10.50 £12.80
10% offered a hourly rate of more than £30.50 £37.04 £50.00
UK excluding London median hourly rate £28.18 £33.00 £28.50
% change year-on-year
-14.60% +15.78%

Data Warehouse
Jobs Demand Trend in Yorkshire

The demand trend of contract jobs across the Yorkshire 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 Yorkshire

Data Warehouse
Daily Rate Trend in Yorkshire

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

Data Warehouse Daily Rate Trend in Yorkshire

Data Warehouse
Daily Rate Histogram in Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Warehouse across the Yorkshire region over the 3 months to 27 August 2016.

Data Warehouse Daily Rate Histogram in Yorkshire

Data Warehouse
Hourly Rate Trend in Yorkshire

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

Data Warehouse Hourly Rate Trend in Yorkshire

Data Warehouse
Contract Job Locations in 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 Yorkshire region over the 3 months to 27 August 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
West Yorkshire -22 60 £400 +14.28% 11
South Yorkshire +3 24 £375 +13.63% 6
North Yorkshire +8 11 £400 -15.78% 4
East Yorkshire - 1 - - 1
Data Warehouse
England

Data Warehouse
Top 30 Related IT Skills in Yorkshire

For the 6 months to 27 August 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 Yorkshire region with a requirement for Data Warehouse.

1 91 (45.50%) Oracle
2 89 (44.50%) ETL
3 87 (43.50%) SQL
4 85 (42.50%) Data Modelling
5 82 (41.00%) Business Intelligence
6 67 (33.50%) Finance
7 62 (31.00%) SQL Server
8 55 (27.50%) Agile Software Development
9 52 (26.00%) SQL Server Integration Services
10 45 (22.50%) Hadoop
11 42 (21.00%) Informatica
12 41 (20.50%) Unix
12 41 (20.50%) BusinessObjects
13 40 (20.00%) Data Architecture
13 40 (20.00%) Analytical Skills
14 37 (18.50%) SAS
15 36 (18.00%) SQL Server Reporting Services
15 36 (18.00%) Enterprise Data Warehouse
16 33 (16.50%) Visualisation
17 32 (16.00%) Open Source
17 32 (16.00%) Apache Hive
17 32 (16.00%) HBase
17 32 (16.00%) Microsoft
17 32 (16.00%) ERwin
18 31 (15.50%) MongoDB
19 30 (15.00%) Shell Script
20 29 (14.50%) Tableau
20 29 (14.50%) ETL Development
21 28 (14.00%) Oracle ODI
21 28 (14.00%) PostgreSQL

Data Warehouse
Top Related IT Skills in 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 37 (18.50%) SAS
2 1 (0.50%) Apache Pig
2 1 (0.50%) Apache Spark
2 1 (0.50%) CICS
2 1 (0.50%) Confluence
2 1 (0.50%) Oracle Workflow
2 1 (0.50%) SharePoint
Applications
1 10 (5.00%) MS Excel
2 8 (4.00%) MS PowerPoint
2 8 (4.00%) MS Project
3 7 (3.50%) MS Office
3 7 (3.50%) MS Visio
Business Applications
1 4 (2.00%) Oracle EBS
1 4 (2.00%) Oracle Payables
1 4 (2.00%) Oracle Receivables
2 2 (1.00%) Dynamics CRM
Cloud Services
1 7 (3.50%) Microsoft Azure
2 3 (1.50%) Amazon AWS
3 2 (1.00%) PaaS
4 1 (0.50%) IaaS
4 1 (0.50%) SaaS
Communications & Networking
1 3 (1.50%) LDAP
1 3 (1.50%) Network Security
2 1 (0.50%) Firewall
2 1 (0.50%) Internet
Database & Business Intelligence
1 62 (31.00%) SQL Server
2 52 (26.00%) SQL Server Integration Services
3 45 (22.50%) Hadoop
4 41 (20.50%) BusinessObjects
5 36 (18.00%) Enterprise Data Warehouse
5 36 (18.00%) SQL Server Reporting Services
6 32 (16.00%) Apache Hive
6 32 (16.00%) HBase
7 31 (15.50%) MongoDB
8 28 (14.00%) Oracle ODI
8 28 (14.00%) PostgreSQL
9 25 (12.50%) Pentaho
9 25 (12.50%) SQL Server Analysis Services
10 21 (10.50%) Oracle Database
10 21 (10.50%) Star Schema
11 18 (9.00%) SQL Server 2012
12 14 (7.00%) Oracle Database 12c
13 11 (5.50%) IBM InfoSphere
14 8 (4.00%) Big Data
14 8 (4.00%) Power BI
Development Applications
1 32 (16.00%) ERwin
2 12 (6.00%) SQL Server Management Studio (SSMS)
3 11 (5.50%) Visual Studio
4 10 (5.00%) Oracle APEX
5 1 (0.50%) Git (software)
5 1 (0.50%) JIRA
5 1 (0.50%) Team Foundation Server
General
1 67 (33.50%) Finance
2 17 (8.50%) Banking
3 13 (6.50%) Advertising
4 7 (3.50%) Games
5 6 (3.00%) Retail
6 5 (2.50%) Telecoms
7 3 (1.50%) Retail Banking
8 2 (1.00%) Law
8 2 (1.00%) Marketing
9 1 (0.50%) Billing
9 1 (0.50%) Manufacturing
Job Titles
1 73 (36.50%) Developer
2 41 (20.50%) Architect
3 32 (16.00%) ETL Developer
4 27 (13.50%) Analyst
4 27 (13.50%) Enterprise Architect
5 25 (12.50%) Data Architect
6 19 (9.50%) Designer
6 19 (9.50%) Oracle Developer
7 17 (8.50%) Enterprise Data Architect
7 17 (8.50%) SSIS Developer
8 16 (8.00%) Oracle ETL Developer
9 14 (7.00%) ETL Designer
10 13 (6.50%) Business Intelligence Developer
10 13 (6.50%) SQL Developer
10 13 (6.50%) Tester
11 12 (6.00%) Consultant
11 12 (6.00%) Data Modeller
11 12 (6.00%) Senior Architect
11 12 (6.00%) Senior Developer
11 12 (6.00%) Senior Enterprise Architect
Libraries, Frameworks & Software Standards
1 7 (3.50%) Middleware
2 5 (2.50%) MDX
3 4 (2.00%) .NET
3 4 (2.00%) Web Services
4 3 (1.50%) Ajax
4 3 (1.50%) CSS
4 3 (1.50%) ebXML
4 3 (1.50%) LAMP
4 3 (1.50%) REST
4 3 (1.50%) SOAP
4 3 (1.50%) XML
5 2 (1.00%) ASP.NET
6 1 (0.50%) .NET Framework
6 1 (0.50%) Hibernate
6 1 (0.50%) J2EE
6 1 (0.50%) NumPy
Miscellaneous
1 40 (20.00%) Analytical Skills
2 33 (16.50%) Visualisation
3 23 (11.50%) Data Structures
4 20 (10.00%) Data Integration
5 15 (7.50%) Management Information System
6 13 (6.50%) Algorithms
7 12 (6.00%) Computer Science
8 5 (2.50%) Credit Risk
9 4 (2.00%) Social Network
10 3 (1.50%) Clustering
10 3 (1.50%) Data Centre
10 3 (1.50%) Digital Media
10 3 (1.50%) NHS
10 3 (1.50%) PKI
10 3 (1.50%) Smartcard
11 2 (1.00%) Online Games
11 2 (1.00%) Taxonomies
12 1 (0.50%) IBM Mainframe
12 1 (0.50%) Mainframe
12 1 (0.50%) N-Tier
Operating Systems
1 41 (20.50%) Unix
2 10 (5.00%) Linux
3 5 (2.50%) Windows
4 1 (0.50%) Windows Server
Processes & Methodologies
1 89 (44.50%) ETL
2 85 (42.50%) Data Modelling
3 82 (41.00%) Business Intelligence
4 55 (27.50%) Agile Software Development
5 40 (20.00%) Data Architecture
6 32 (16.00%) Open Source
7 29 (14.50%) ETL Development
8 27 (13.50%) Data Management
8 27 (13.50%) Data Visualisation
9 24 (12.00%) Dimensional Modelling
9 24 (12.00%) Kimball Methodology
10 23 (11.50%) RAD
11 20 (10.00%) Information Management
12 18 (9.00%) Business Analysis
12 18 (9.00%) Data Analysis
12 18 (9.00%) Logical Data Model
12 18 (9.00%) Project Management
13 17 (8.50%) Physical Data Model
14 15 (7.50%) Data Transformation
15 14 (7.00%) SFIA
Programming Languages
1 87 (43.50%) SQL
2 30 (15.00%) Shell Script
3 18 (9.00%) PL/SQL
4 15 (7.50%) T-SQL
5 12 (6.00%) C#
5 12 (6.00%) JavaScript
6 10 (5.00%) C++
7 8 (4.00%) C
8 7 (3.50%) Java
9 6 (3.00%) PHP
9 6 (3.00%) Python
10 3 (1.50%) Bash Shell
10 3 (1.50%) Ruby
11 2 (1.00%) VB.NET
12 1 (0.50%) COBOL
12 1 (0.50%) HiveQL
12 1 (0.50%) MATLAB
12 1 (0.50%) R
12 1 (0.50%) VB
12 1 (0.50%) VBA
Qualifications
1 17 (8.50%) Degree
1 17 (8.50%) Security Cleared
2 11 (5.50%) MCSE
2 11 (5.50%) Microsoft Certification
2 11 (5.50%) SC Cleared
3 8 (4.00%) MCSA
4 5 (2.50%) ISTQB
5 4 (2.00%) BPSS Clearance
6 3 (1.50%) CCNP
6 3 (1.50%) Cisco Certification
6 3 (1.50%) RHCE
7 1 (0.50%) ISEB
7 1 (0.50%) ISTQB Foundation Certification
7 1 (0.50%) MBA
7 1 (0.50%) SAS Certification
Quality Assurance & Compliance
1 13 (6.50%) Data Quality
2 3 (1.50%) Disclosure Scotland
2 3 (1.50%) HL7
3 1 (0.50%) Basel II
3 1 (0.50%) ISO/IEC 27001
3 1 (0.50%) QA
System Software
1 1 (0.50%) HDFS
1 1 (0.50%) Hyper-V
1 1 (0.50%) VMware Infrastructure
Systems Management
1 5 (2.50%) Data Guard
1 5 (2.50%) Oracle RMAN
Vendors
1 91 (45.50%) Oracle
2 42 (21.00%) Informatica
3 32 (16.00%) Microsoft
4 29 (14.50%) Tableau
5 27 (13.50%) CA
6 26 (13.00%) Netezza
7 11 (5.50%) IBM
8 3 (1.50%) Platfora
8 3 (1.50%) SAP
9 2 (1.00%) Ab Initio
9 2 (1.00%) Cognos
9 2 (1.00%) Sybase
10 1 (0.50%) F5
10 1 (0.50%) hybris
10 1 (0.50%) VMware
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