Period
to 17 November 2017

The following table provides summary statistics for contract job vacancies advertised in the Midlands 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 17 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
England > Midlands
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 102 64 54
Rank change year-on-year -38 -10 +29
Contract jobs citing Data Warehouse 158 292 273
As % of all contract IT jobs advertised in the Midlands 1.93% 2.96% 3.20%
As % of the Database & Business Intelligence category 10.35% 14.22% 14.51%
Number of daily rates quoted 109 199 229
Midlands median daily rate £400 £413 £400
Median daily rate % change year-on-year -3.03% +3.13% +10.34%
10th Percentile £300 £279 £262
90th Percentile £575 £575 £700
England median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% -
Number of hourly rates quoted 6 1 0
Midlands median hourly rate £38.75 £35.00 -
Median hourly rate % change year-on-year +10.71% - -
England median hourly rate £27.50 £42.00 £26.47
% change year-on-year -34.52% +58.67% -53.36%

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 the Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Midlands
Contract vacancies with a requirement for database or business intelligence skills 1527 2054 1881
As % of all contract IT jobs advertised in the Midlands 18.69% 20.85% 22.08%
Number of daily rates quoted 969 1261 1157
Midlands median daily rate £388 £400 £375
Median daily rate % change year-on-year -3.13% +6.67% +13.64%
10th Percentile £270 £263 £220
90th Percentile £538 £550 £510
England median daily rate £453 £425 £413
% change year-on-year +6.47% +3.03% +3.13%
Number of hourly rates quoted 54 32 45
Midlands median hourly rate £32.75 £17.75 £20.00
Median hourly rate % change year-on-year +84.51% -11.25% -
10th Percentile £18.15 £13.28 £12.60
90th Percentile £56.49 £33.90 £38.45
England median hourly rate £31.75 £28.00 £27.78
% change year-on-year +13.39% +0.79% +15.75%

Data Warehouse
Job Vacancy Trend in the Midlands

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

Job vacancy trend for Data Warehouse in the Midlands

Data Warehouse
Contractor Daily Rate Trend in the Midlands

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

Contractor daily rate trend for Data Warehouse in the Midlands

Data Warehouse
Contractor Daily Rate Histogram in the Midlands

The daily rate distribution of IT jobs citing Data Warehouse in the Midlands over the 6 months to 17 November 2017.

Contractor daily rate histogram for Data Warehouse in the Midlands

Data Warehouse
Contractor Hourly Rate Trend in the Midlands

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

Contractor hourly rate trend for Data Warehouse in the Midlands

Data Warehouse
Contractor Hourly Rate Histogram in the Midlands

The hourly rate distribution of IT jobs citing Data Warehouse in the Midlands over the 6 months to 17 November 2017.

Contractor hourly rate histogram for Data Warehouse in the Midlands

Data Warehouse
Contract Job Locations in the Midlands

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 Midlands region over the 6 months to 17 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
West Midlands -31 92 £450 +12.50% 9
East Midlands -27 66 £375 -9.09% 4
Data Warehouse
England

For the 6 months to 17 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 Midlands region with a requirement for Data Warehouse.

1 92 (58.23%) Business Intelligence
2 88 (55.70%) SQL
3 75 (47.47%) ETL
4 54 (34.18%) SQL Server
5 46 (29.11%) SQL Server Integration Services
6 44 (27.85%) Oracle
7 43 (27.22%) Agile Software Development
8 37 (23.42%) SQL Server Reporting Services
9 33 (20.89%) Microsoft
10 29 (18.35%) Security Cleared
11 27 (17.09%) Analytics
12 23 (14.56%) Data Quality
13 22 (13.92%) Data Modelling
14 21 (13.29%) Migration
14 21 (13.29%) Analytical Skills
14 21 (13.29%) SQL Server Analysis Services
15 20 (12.66%) SC Cleared
15 20 (12.66%) Oracle Database
16 19 (12.03%) Data Management
17 18 (11.39%) Finance
17 18 (11.39%) Power BI
18 17 (10.76%) OLAP
18 17 (10.76%) T-SQL
19 15 (9.49%) Cognos
19 15 (9.49%) Oracle Database 12c
20 14 (8.86%) Tableau
20 14 (8.86%) SharePoint
20 14 (8.86%) C#
20 14 (8.86%) PL/SQL
21 13 (8.23%) SAP

Data Warehouse
Co-occurring IT Skills in the Midlands 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 14 (8.86%) SharePoint
2 11 (6.96%) ArcGIS
3 4 (2.53%) SAS
4 3 (1.90%) IIS
4 3 (1.90%) Oracle Workflow
5 1 (0.63%) Apache Pig
5 1 (0.63%) Drupal
5 1 (0.63%) NetWeaver
5 1 (0.63%) Skype for Business
Applications
1 7 (4.43%) Microsoft Excel
2 5 (3.16%) Microsoft Office
3 3 (1.90%) Spreadsheet
4 1 (0.63%) Mingle
4 1 (0.63%) MS Visio
Business Applications
1 3 (1.90%) Dynamics AX
1 3 (1.90%) Oracle Applications
2 2 (1.27%) SAP MDG
3 1 (0.63%) Oracle EBS
3 1 (0.63%) SAP SEM
Cloud Services
1 8 (5.06%) Microsoft Azure
2 2 (1.27%) Amazon AWS
2 2 (1.27%) Azure Data Factory
2 2 (1.27%) Data Lake Analytics
3 1 (0.63%) Azure Machine Learning
3 1 (0.63%) IaaS
3 1 (0.63%) Trello
Communications & Networking
1 3 (1.90%) Internet
2 2 (1.27%) SMS
3 1 (0.63%) DNS
3 1 (0.63%) HTTP
3 1 (0.63%) NetScaler
3 1 (0.63%) Network Security
3 1 (0.63%) SAN
Database & Business Intelligence
1 54 (34.18%) SQL Server
2 46 (29.11%) SQL Server Integration Services
3 37 (23.42%) SQL Server Reporting Services
4 21 (13.29%) SQL Server Analysis Services
5 20 (12.66%) Oracle Database
6 18 (11.39%) Power BI
7 17 (10.76%) OLAP
8 15 (9.49%) Oracle Database 12c
9 13 (8.23%) Oracle OLAP
9 13 (8.23%) Pentaho
10 12 (7.59%) Relational Database
11 11 (6.96%) SQL Server 2014
12 10 (6.33%) MongoDB
13 9 (5.70%) PowerPivot
14 8 (5.06%) Big Data
14 8 (5.06%) RDBMS
14 8 (5.06%) SQL Server 2016
15 6 (3.80%) Apache Hive
15 6 (3.80%) QlikView
15 6 (3.80%) SQL Server 2012
Development Applications
1 11 (6.96%) Git (software)
2 6 (3.80%) Subversion
3 5 (3.16%) Team Foundation Server
4 3 (1.90%) Oracle Forms
5 2 (1.27%) JIRA
5 2 (1.27%) Visual Studio
6 1 (0.63%) Toad
General
1 18 (11.39%) Finance
2 11 (6.96%) Retail
3 7 (4.43%) Manufacturing
4 4 (2.53%) Telecoms
5 3 (1.90%) Electronics
5 3 (1.90%) Marketing
5 3 (1.90%) Pharmaceutical
6 2 (1.27%) Banking
6 2 (1.27%) French Language
6 2 (1.27%) Italian Language
6 2 (1.27%) Russian Language
6 2 (1.27%) Spanish Language
7 1 (0.63%) Advertising
7 1 (0.63%) Aerospace
7 1 (0.63%) Automotive
7 1 (0.63%) Back Office
7 1 (0.63%) Legal
7 1 (0.63%) Publishing
Job Titles
1 68 (43.04%) Developer
2 31 (19.62%) Business Intelligence Developer
3 18 (11.39%) Analyst
4 15 (9.49%) SQL Developer
4 15 (9.49%) SSIS Developer
5 14 (8.86%) DBA
6 13 (8.23%) Architect
7 11 (6.96%) Oracle DBA
8 10 (6.33%) Business Intelligence Manager
8 10 (6.33%) Consultant
8 10 (6.33%) ETL Developer
8 10 (6.33%) Senior Business Intelligence Developer
8 10 (6.33%) Senior Developer
9 9 (5.70%) .NET Developer
9 9 (5.70%) Business Analyst
9 9 (5.70%) Oracle Developer
10 8 (5.06%) Business Developer
11 7 (4.43%) Business Manager
12 6 (3.80%) Data Architect
12 6 (3.80%) Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 12 (7.59%) .NET
2 5 (3.16%) LINQ
2 5 (3.16%) Web Services
3 4 (2.53%) ASP.NET
3 4 (2.53%) Dapper ORM
3 4 (2.53%) MDX
4 3 (1.90%) .NET Framework
4 3 (1.90%) Ajax
4 3 (1.90%) XML
5 2 (1.27%) AngularJS
5 2 (1.27%) RESTful
5 2 (1.27%) XSL
5 2 (1.27%) XSLT
6 1 (0.63%) CSS
6 1 (0.63%) Entity Framework
6 1 (0.63%) jQuery
6 1 (0.63%) Middleware
6 1 (0.63%) Oracle Fusion
6 1 (0.63%) Oracle GoldenGate
6 1 (0.63%) WinForms
Miscellaneous
1 21 (13.29%) Analytical Skills
2 10 (6.33%) Management Information System
3 7 (4.43%) Greenfield Project
4 6 (3.80%) Data Structures
5 3 (1.90%) EPoS
5 3 (1.90%) NHS
5 3 (1.90%) Replication
6 2 (1.27%) Clustering
6 2 (1.27%) Life Science
7 1 (0.63%) CESG
7 1 (0.63%) Computer Science
7 1 (0.63%) Data Protection Act
7 1 (0.63%) Enterprise Software
7 1 (0.63%) Private Cloud
Operating Systems
1 4 (2.53%) Windows
2 2 (1.27%) Unix
2 2 (1.27%) Windows Server
3 1 (0.63%) Linux
3 1 (0.63%) VMS
3 1 (0.63%) Windows Server 2008
3 1 (0.63%) Windows Server 2012
Processes & Methodologies
1 92 (58.23%) Business Intelligence
2 75 (47.47%) ETL
3 43 (27.22%) Agile Software Development
4 27 (17.09%) Analytics
5 22 (13.92%) Data Modelling
6 21 (13.29%) Migration
7 19 (12.03%) Data Management
8 12 (7.59%) Enterprise Architecture
9 11 (6.96%) Data Analysis
9 11 (6.96%) Performance Tuning
9 11 (6.96%) SDLC
9 11 (6.96%) Stakeholder Management
10 10 (6.33%) Database Security
10 10 (6.33%) Kimball Methodology
10 10 (6.33%) Visualisation
11 9 (5.70%) Complex ETL
11 9 (5.70%) Information Governance
12 8 (5.06%) ETL Development
12 8 (5.06%) Mentoring
12 8 (5.06%) Multithreading
Programming Languages
1 88 (55.70%) SQL
2 17 (10.76%) T-SQL
3 14 (8.86%) C#
3 14 (8.86%) PL/SQL
4 7 (4.43%) Java
4 7 (4.43%) PowerShell
5 4 (2.53%) R
6 3 (1.90%) C++
6 3 (1.90%) Perl
6 3 (1.90%) Python
6 3 (1.90%) VB
7 2 (1.27%) Data Analysis Expressions (DAX)
7 2 (1.27%) JavaScript
7 2 (1.27%) VB6
8 1 (0.63%) VB.NET
Qualifications
1 29 (18.35%) Security Cleared
2 20 (12.66%) SC Cleared
3 8 (5.06%) Degree
4 2 (1.27%) BPSS Clearance
4 2 (1.27%) Master's Degree
5 1 (0.63%) CCA
5 1 (0.63%) CESG Certified Professional
5 1 (0.63%) Citrix Certification
5 1 (0.63%) ECDL
5 1 (0.63%) ISTQB
5 1 (0.63%) ISTQB Foundation Certification
5 1 (0.63%) ITIL Certification
5 1 (0.63%) MCSA
5 1 (0.63%) MCSE
5 1 (0.63%) Microsoft Certification
5 1 (0.63%) PMP
5 1 (0.63%) Postgraduate
5 1 (0.63%) PRINCE2 Certification
Quality Assurance & Compliance
1 23 (14.56%) Data Quality
2 3 (1.90%) QA
3 2 (1.27%) 21 CFR Part 11
3 2 (1.27%) CDISC
3 2 (1.27%) Disclosure Scotland
3 2 (1.27%) GDPR
3 2 (1.27%) GxP
3 2 (1.27%) HL7
System Software
1 1 (0.63%) Active Directory
1 1 (0.63%) Hyper-V
1 1 (0.63%) Oracle RAC
1 1 (0.63%) Terminal Services
1 1 (0.63%) XenApp
1 1 (0.63%) XenDesktop
Systems Management
1 12 (7.59%) Oracle EDQ
2 11 (6.96%) Data Guard
3 10 (6.33%) Oracle RMAN
4 3 (1.90%) Systems Management Server (SMS)
5 1 (0.63%) Enterprise Manager Cloud Control
5 1 (0.63%) Failover Clustering
5 1 (0.63%) Oracle Enterprise Manager
Vendors
1 44 (27.85%) Oracle
2 33 (20.89%) Microsoft
3 15 (9.49%) Cognos
4 14 (8.86%) Tableau
5 13 (8.23%) SAP
6 8 (5.06%) Informatica
7 3 (1.90%) IBM
7 3 (1.90%) Netezza
8 2 (1.27%) Citrix
8 2 (1.27%) Dell
8 2 (1.27%) Teradata
8 2 (1.27%) VMware
9 1 (0.63%) Atlassian
9 1 (0.63%) Cloudera
9 1 (0.63%) Hortonworks
9 1 (0.63%) HP
9 1 (0.63%) Salesforce.com