Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Hourly Rate Histogram Job Locations Skill Sets
Period
to 15 August 2018

The following table provides summary statistics for contract job vacancies advertised in the East 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 15 August 2018 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 > East Midlands
6 months to
15 Aug 2018		 Same period 2017 Same period 2016
Rank 51 83 65
Rank change year-on-year +32 -18 -7
Contract jobs citing Data Warehouse 109 67 79
As % of all contract IT jobs advertised in the East Midlands 3.82% 2.17% 2.51%
As % of the Database & Business Intelligence category 18.57% 10.37% 11.90%
Number of daily rates quoted 68 37 62
East Midlands median daily rate £370 £400 £433
Median daily rate % change year-on-year -7.50% -7.51% +8.13%
10th Percentile £288 £250 £313
90th Percentile £488 £500 £600
England median daily rate £463 £450 £430
% change year-on-year +2.78% +4.65% +1.18%
Number of hourly rates quoted 3 0 0
East Midlands median hourly rate £14.28 - -
England median hourly rate £30.75 £16.50 £23.00
% change year-on-year +86.36% -28.26% -30.30%

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

All Database and Business Intelligence Skills
East Midlands
Contract vacancies with a requirement for database or business intelligence skills 587 646 664
As % of all contract IT jobs advertised in the East Midlands 20.56% 20.91% 21.09%
Number of daily rates quoted 364 412 425
East Midlands median daily rate £388 £363 £388
Median daily rate % change year-on-year +6.90% -6.45% +10.71%
10th Percentile £282 £263 £259
90th Percentile £538 £500 £556
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 13 17 6
East Midlands median hourly rate £40.00 £50.00 £15.30
Median hourly rate % change year-on-year -20.00% +226.90% -35.60%
10th Percentile £14.06 £14.55 £12.13
90th Percentile £48.50 £58.50 £18.55
England median hourly rate £30.00 £30.50 £28.50
% change year-on-year -1.64% +7.02% +14.00%

Data Warehouse
Job Vacancy Trend in the East Midlands

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

Job vacancy trend for Data Warehouse in the East Midlands

Data Warehouse
Contractor Daily Rate Trend in the East Midlands

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

Contractor daily rate trend for Data Warehouse in the East Midlands

Data Warehouse
Contractor Daily Rate Histogram in the East Midlands

The daily rate distribution of IT jobs citing Data Warehouse in the East Midlands over the 6 months to 15 August 2018.

Contractor daily rate histogram for Data Warehouse in the East Midlands

Data Warehouse
Contractor Hourly Rate Trend in the East Midlands

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

Contractor hourly rate trend for Data Warehouse in the East Midlands

Data Warehouse
Contractor Hourly Rate Histogram in the East Midlands

The hourly rate distribution of IT jobs citing Data Warehouse in the East Midlands over the 6 months to 15 August 2018.

Contractor hourly rate histogram for Data Warehouse in the East Midlands

Data Warehouse
Contract Job Locations in the East 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 East Midlands region over the 6 months to 15 August 2018. 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
Derbyshire +36 34 £418 +13.22% 5
Nottinghamshire -9 34 £375 -1.32% 10
Northamptonshire +2 25 £355 +10.94% 8
Leicestershire +10 10 £315 -30.00% 5
Data Warehouse
England

For the 6 months to 15 August 2018, IT contractor jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the East Midlands region with a requirement for Data Warehouse.

1 69 (63.30%) SQL
2 68 (62.39%) Business Intelligence
3 50 (45.87%) ETL
4 33 (30.28%) Oracle
5 32 (29.36%) Microsoft
6 29 (26.61%) SQL Server
7 25 (22.94%) Retail
8 23 (21.10%) Agile Software Development
8 23 (21.10%) Unix
8 23 (21.10%) Data Quality
8 23 (21.10%) Analytical Skills
9 22 (20.18%) Relational Database
9 22 (20.18%) Analytics
9 22 (20.18%) SQL Server Integration Services
10 21 (19.27%) Hadoop
10 21 (19.27%) PL/SQL
11 20 (18.35%) Finance
12 18 (16.51%) Microsoft Azure
12 18 (16.51%) SQL Server Analysis Services
13 17 (15.60%) SQL Server Reporting Services
13 17 (15.60%) QlikView
13 17 (15.60%) T-SQL
13 17 (15.60%) Informatica
13 17 (15.60%) Big Data
14 16 (14.68%) Visual Studio
15 14 (12.84%) Windows
15 14 (12.84%) R
16 13 (11.93%) Oracle BI EE
16 13 (11.93%) MDX
16 13 (11.93%) Manufacturing

Data Warehouse
Co-occurring IT Skills in the East 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 10 (9.17%) Apache Spark
2 6 (5.50%) SAS
3 4 (3.67%) SharePoint
4 2 (1.83%) Apache Solr
5 1 (0.92%) Apache Pig
5 1 (0.92%) Elasticsearch
5 1 (0.92%) SharePoint 2013
Applications
1 10 (9.17%) Microsoft Excel
2 3 (2.75%) Microsoft Office
Business Applications
1 6 (5.50%) JDE EnterpriseOne
2 2 (1.83%) Demantra
2 2 (1.83%) Oracle Financials
2 2 (1.83%) Oracle Retail
2 2 (1.83%) Retail-J
3 1 (0.92%) Oracle EBS
3 1 (0.92%) SAP ERP
Cloud Services
1 18 (16.51%) Microsoft Azure
2 2 (1.83%) Amazon AWS
2 2 (1.83%) IaaS
3 1 (0.92%) Amazon Kinesis
3 1 (0.92%) Office 365
Communications & Networking
1 7 (6.42%) FTP
1 7 (6.42%) SAN
2 2 (1.83%) Cisco Firepower
2 2 (1.83%) Firewall
3 1 (0.92%) SMS
Database & Business Intelligence
1 29 (26.61%) SQL Server
2 22 (20.18%) Relational Database
2 22 (20.18%) SQL Server Integration Services
3 21 (19.27%) Hadoop
4 18 (16.51%) SQL Server Analysis Services
5 17 (15.60%) Big Data
5 17 (15.60%) QlikView
5 17 (15.60%) SQL Server Reporting Services
6 13 (11.93%) Oracle BI EE
6 13 (11.93%) Qlik Sense
7 12 (11.01%) Power BI
8 9 (8.26%) Oracle Database
8 9 (8.26%) PowerCenter
8 9 (8.26%) SQL Server 2014
8 9 (8.26%) SQLPlus
9 8 (7.34%) SQL Server 2016
10 7 (6.42%) Oracle Reports
11 6 (5.50%) SQL Server 2012
12 5 (4.59%) Enterprise Data Warehouse
12 5 (4.59%) RDBMS
Development Applications
1 16 (14.68%) Visual Studio
2 7 (6.42%) Toad
3 6 (5.50%) SQL Server Management Studio (SSMS)
4 5 (4.59%) Team Foundation Server
5 4 (3.67%) ERwin
5 4 (3.67%) StarTeam
6 2 (1.83%) Git (software)
7 1 (0.92%) git-flow
7 1 (0.92%) MSTest
7 1 (0.92%) Octopus Deploy
7 1 (0.92%) TeamCity
7 1 (0.92%) Visual Studio Team System
General
1 25 (22.94%) Retail
2 20 (18.35%) Finance
3 13 (11.93%) Manufacturing
4 11 (10.09%) Banking
5 10 (9.17%) Corporate Banking
6 3 (2.75%) Aerospace
6 3 (2.75%) Legal
7 1 (0.92%) Billing
7 1 (0.92%) Investment Banking
7 1 (0.92%) Law
Job Titles
1 37 (33.94%) Developer
2 17 (15.60%) Business Intelligence Developer
3 16 (14.68%) Analyst
4 13 (11.93%) Data Engineer
5 9 (8.26%) Business Intelligence Specialist
6 7 (6.42%) Consultant
6 7 (6.42%) Data Warehouse Developer
7 6 (5.50%) Business Analyst
7 6 (5.50%) Senior Data Engineer
7 6 (5.50%) SQL Developer
8 5 (4.59%) Architect
8 5 (4.59%) Data Modeller
8 5 (4.59%) ETL Developer
9 4 (3.67%) Administrator
9 4 (3.67%) Applications Support
9 4 (3.67%) Applications Support Analyst
9 4 (3.67%) Data Architect
9 4 (3.67%) Data Warehouse Specialist
9 4 (3.67%) Support Analyst
9 4 (3.67%) Technical Specialist
Libraries, Frameworks & Software Standards
1 13 (11.93%) MDX
2 12 (11.01%) HTML
2 12 (11.01%) XML
3 11 (10.09%) CSS
4 7 (6.42%) .NET
4 7 (6.42%) Oracle GoldenGate
4 7 (6.42%) Oracle Streams
5 5 (4.59%) LDAP
5 5 (4.59%) SAML
6 3 (2.75%) .NET Framework
6 3 (2.75%) ASP.NET
6 3 (2.75%) JSON
6 3 (2.75%) Software Packaging
7 2 (1.83%) ASP.NET Web Forms
7 2 (1.83%) jQuery
7 2 (1.83%) Kafka
7 2 (1.83%) Lucene
8 1 (0.92%) AngularJS
8 1 (0.92%) ASP.NET Web API
8 1 (0.92%) Twitter Bootstrap
Miscellaneous
1 23 (21.10%) Analytical Skills
2 10 (9.17%) Credit Risk
3 7 (6.42%) Management Information System
3 7 (6.42%) NHS
4 6 (5.50%) Data Structures
5 4 (3.67%) Data Centre
5 4 (3.67%) FMCG
6 3 (2.75%) Greenfield Project
6 3 (2.75%) User Experience
7 2 (1.83%) Analytical Mindset
8 1 (0.92%) Driving Licence
8 1 (0.92%) iSeries
8 1 (0.92%) Replication
8 1 (0.92%) Self-Motivation
Operating Systems
1 23 (21.10%) Unix
2 14 (12.84%) Windows
3 12 (11.01%) Windows Server
4 9 (8.26%) Windows Server 2003
5 8 (7.34%) Linux
6 2 (1.83%) VMS
6 2 (1.83%) Windows Server 2012
6 2 (1.83%) Windows XP
7 1 (0.92%) Windows 7
7 1 (0.92%) Windows Server 2008
Processes & Methodologies
1 68 (62.39%) Business Intelligence
2 50 (45.87%) ETL
3 23 (21.10%) Agile Software Development
4 22 (20.18%) Analytics
5 11 (10.09%) Data Analytics
5 11 (10.09%) Data Engineering
6 10 (9.17%) Business Analysis
6 10 (9.17%) Data Integration
6 10 (9.17%) Performance Tuning
7 9 (8.26%) Data Modelling
7 9 (8.26%) PLM
7 9 (8.26%) User Acceptance Testing
8 8 (7.34%) Kimball Methodology
8 8 (7.34%) Scrum
8 8 (7.34%) Visualisation
9 7 (6.42%) Coaching
9 7 (6.42%) Dimensional Modelling
9 7 (6.42%) Problem-Solving
9 7 (6.42%) Quality Management
9 7 (6.42%) Stakeholder Management
Programming Languages
1 69 (63.30%) SQL
2 21 (19.27%) PL/SQL
3 17 (15.60%) T-SQL
4 14 (12.84%) R
5 12 (11.01%) Python
6 11 (10.09%) JavaScript
7 7 (6.42%) C#
7 7 (6.42%) Data Analysis Expressions (DAX)
7 7 (6.42%) PowerShell
8 5 (4.59%) VBA
8 5 (4.59%) XMLA
9 4 (3.67%) Java
10 3 (2.75%) Bash Shell
11 1 (0.92%) C
11 1 (0.92%) PHP
11 1 (0.92%) VB
11 1 (0.92%) VB.NET
Qualifications
1 6 (5.50%) Security Cleared
2 5 (4.59%) SC Cleared
3 1 (0.92%) A+ Certification
3 1 (0.92%) BC Cleared
3 1 (0.92%) BPSS Clearance
3 1 (0.92%) DBS Check
3 1 (0.92%) Degree
3 1 (0.92%) DV Cleared
3 1 (0.92%) ISEB
3 1 (0.92%) ISTQB
3 1 (0.92%) MCSA
3 1 (0.92%) MCSE
3 1 (0.92%) Microsoft Certification
Quality Assurance & Compliance
1 23 (21.10%) Data Quality
2 7 (6.42%) PMO
3 5 (4.59%) GDPR
4 2 (1.83%) ISO 9001
5 1 (0.92%) ISO 9002
5 1 (0.92%) QA
5 1 (0.92%) SLA
5 1 (0.92%) TickIT
System Software
1 7 (6.42%) Active Directory
2 1 (0.92%) Apache Flume
2 1 (0.92%) Apache ZooKeeper
2 1 (0.92%) HDFS
2 1 (0.92%) VMware Infrastructure
2 1 (0.92%) vSphere
Systems Management
1 2 (1.83%) McAfee ePO
2 1 (0.92%) Backup Exec
2 1 (0.92%) Oozie
2 1 (0.92%) Systems Management Server (SMS)
Vendors
1 33 (30.28%) Oracle
2 32 (29.36%) Microsoft
3 17 (15.60%) Informatica
4 12 (11.01%) Tableau
5 11 (10.09%) Ab Initio
5 11 (10.09%) Cloudera
6 8 (7.34%) SAP
7 6 (5.50%) Alteryx
7 6 (5.50%) JD Edwards
8 4 (3.67%) Hyperion
8 4 (3.67%) Micro Focus
8 4 (3.67%) Talend
8 4 (3.67%) TIBCO
9 2 (1.83%) Cisco
9 2 (1.83%) F5
9 2 (1.83%) McAfee
9 2 (1.83%) ServiceNow
10 1 (0.92%) Dell Compellent
10 1 (0.92%) Hortonworks
10 1 (0.92%) IBM