Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Hourly Rate Histogram Job Locations Skill Sets
Period
to 22 May 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 22 May 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
22 May 2018		 Same period 2017 Same period 2016
Rank 40 80 71
Rank change year-on-year +40 -9 -16
Contract jobs citing Data Warehouse 124 65 70
As % of all contract IT jobs advertised in the East Midlands 4.25% 2.17% 2.22%
As % of the Database & Business Intelligence category 19.50% 9.88% 10.40%
Number of daily rates quoted 79 39 48
East Midlands median daily rate £360 £320 £425
Median daily rate % change year-on-year +12.50% -24.71% +15.65%
10th Percentile £262 £240 £313
90th Percentile £488 £490 £581
England median daily rate £475 £445 £425
% change year-on-year +6.74% +4.71% -
Number of hourly rates quoted 6 0 0
East Midlands median hourly rate £14.21 - -
England median hourly rate £26.50 £39.38 £26.00
% change year-on-year -32.70% +51.44% -38.82%

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 636 658 673
As % of all contract IT jobs advertised in the East Midlands 21.81% 22.01% 21.37%
Number of daily rates quoted 375 431 406
East Midlands median daily rate £400 £350 £350
Median daily rate % change year-on-year +14.29% - +6.06%
10th Percentile £275 £220 £247
90th Percentile £538 £500 £538
England median daily rate £475 £445 £425
% change year-on-year +6.74% +4.71% +6.25%
Number of hourly rates quoted 14 13 9
East Midlands median hourly rate £15.75 £50.00 £16.09
Median hourly rate % change year-on-year -68.50% +210.75% -35.64%
10th Percentile £12.65 £16.55 £10.65
90th Percentile £46.88 £64.50 £24.60
England median hourly rate £30.00 £30.00 £27.50
% change year-on-year - +9.09% -4.15%

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 22 May 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 22 May 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 22 May 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 +33 47 £434 +2.06% 5
Nottinghamshire -8 34 £350 +20.17% 11
Northamptonshire +16 26 £325 +1.56% 5
Leicestershire +17 11 £315 -33.68% 6
Lincolnshire +7 2 - -
Data Warehouse
England

For the 6 months to 22 May 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 73 (58.87%) SQL
2 70 (56.45%) Business Intelligence
3 64 (51.61%) ETL
4 37 (29.84%) SQL Server
5 35 (28.23%) Analytics
6 34 (27.42%) Data Quality
6 34 (27.42%) Oracle
7 30 (24.19%) Microsoft
8 29 (23.39%) Retail
8 29 (23.39%) SQL Server Integration Services
9 28 (22.58%) Agile Software Development
9 28 (22.58%) Analytical Skills
10 26 (20.97%) Big Data
11 25 (20.16%) Manufacturing
12 24 (19.35%) R
13 23 (18.55%) Informatica
13 23 (18.55%) PL/SQL
14 22 (17.74%) Unix
15 21 (16.94%) SQL Server Analysis Services
15 21 (16.94%) Data Analytics
16 20 (16.13%) Apache Spark
16 20 (16.13%) Hadoop
16 20 (16.13%) Python
17 19 (15.32%) PowerCenter
17 19 (15.32%) PLM
17 19 (15.32%) User Acceptance Testing
17 19 (15.32%) Data Engineering
18 18 (14.52%) Finance
19 17 (13.71%) SQL Server Reporting Services
20 16 (12.90%) Microsoft Azure

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 20 (16.13%) Apache Spark
2 7 (5.65%) SAS
3 4 (3.23%) SharePoint
4 2 (1.61%) Apache Solr
5 1 (0.81%) Apache Pig
5 1 (0.81%) Elasticsearch
5 1 (0.81%) SharePoint 2013
5 1 (0.81%) Umbraco
Applications
1 7 (5.65%) Microsoft Excel
2 4 (3.23%) Microsoft Office
3 2 (1.61%) Spreadsheet
4 1 (0.81%) SPSS
Business Applications
1 3 (2.42%) JDE EnterpriseOne
2 2 (1.61%) Demantra
2 2 (1.61%) Oracle Financials
2 2 (1.61%) Oracle Retail
2 2 (1.61%) Retail-J
3 1 (0.81%) SAP ERP
Cloud Services
1 16 (12.90%) Microsoft Azure
2 5 (4.03%) IaaS
3 1 (0.81%) Amazon AWS
3 1 (0.81%) Amazon Kinesis
3 1 (0.81%) Azure Active Directory
3 1 (0.81%) Azure Data Factory
3 1 (0.81%) Cloud Computing
3 1 (0.81%) Google Cloud Platform
3 1 (0.81%) Office 365
Communications & Networking
1 7 (5.65%) FTP
1 7 (5.65%) SAN
2 2 (1.61%) Cisco Firepower
2 2 (1.61%) Firewall
2 2 (1.61%) Network Security
3 1 (0.81%) LAN
3 1 (0.81%) WAN
Database & Business Intelligence
1 37 (29.84%) SQL Server
2 29 (23.39%) SQL Server Integration Services
3 26 (20.97%) Big Data
4 21 (16.94%) SQL Server Analysis Services
5 20 (16.13%) Hadoop
6 19 (15.32%) PowerCenter
7 17 (13.71%) SQL Server Reporting Services
8 16 (12.90%) Relational Database
9 15 (12.10%) Oracle Database
10 14 (11.29%) Oracle BI EE
10 14 (11.29%) QlikView
11 13 (10.48%) Power BI
12 9 (7.26%) SQL Server 2012
12 9 (7.26%) SQLPlus
13 8 (6.45%) Oracle Reports
13 8 (6.45%) Qlik Sense
13 8 (6.45%) SQL Server 2014
14 7 (5.65%) Azure SQL Database
14 7 (5.65%) RDBMS
15 6 (4.84%) SQL Server 2016
Development Applications
1 16 (12.90%) Visual Studio
2 7 (5.65%) Toad
3 6 (4.84%) SQL Server Management Studio (SSMS)
4 5 (4.03%) Team Foundation Server
5 4 (3.23%) ERwin
5 4 (3.23%) StarTeam
6 3 (2.42%) Git (software)
7 2 (1.61%) JIRA
8 1 (0.81%) git-flow
8 1 (0.81%) Moq
8 1 (0.81%) MSTest
8 1 (0.81%) NUnit
8 1 (0.81%) Octopus Deploy
8 1 (0.81%) Rational Rhapsody
8 1 (0.81%) TeamCity
8 1 (0.81%) Visual Studio Team System
General
1 29 (23.39%) Retail
2 25 (20.16%) Manufacturing
3 18 (14.52%) Finance
4 10 (8.06%) Banking
4 10 (8.06%) Corporate Banking
5 7 (5.65%) Aerospace
6 3 (2.42%) Legal
7 1 (0.81%) Telecoms
Job Titles
1 37 (29.84%) Developer
2 20 (16.13%) Data Engineer
3 19 (15.32%) Analyst
3 19 (15.32%) Business Intelligence Developer
4 10 (8.06%) Data Warehouse Developer
5 9 (7.26%) Business Intelligence Specialist
5 9 (7.26%) SQL Developer
6 8 (6.45%) Architect
7 7 (5.65%) Consultant
7 7 (5.65%) SSIS Developer
8 6 (4.84%) Business Analyst
8 6 (4.84%) Business Intelligence Analyst
8 6 (4.84%) Senior Data Engineer
9 5 (4.03%) Data Modeller
9 5 (4.03%) ETL Developer
9 5 (4.03%) SSAS Developer
9 5 (4.03%) Support Analyst
9 5 (4.03%) Support Engineer
10 4 (3.23%) Data Warehouse Specialist
10 4 (3.23%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 12 (9.68%) HTML
2 11 (8.87%) CSS
2 11 (8.87%) MDX
2 11 (8.87%) XML
3 7 (5.65%) .NET
3 7 (5.65%) Oracle GoldenGate
3 7 (5.65%) Oracle Streams
4 4 (3.23%) .NET Framework
4 4 (3.23%) ASP.NET
5 3 (2.42%) ASP.NET Web Forms
5 3 (2.42%) jQuery
5 3 (2.42%) Software Packaging
6 2 (1.61%) AngularJS
6 2 (1.61%) ASP.NET MVC
6 2 (1.61%) ASP.NET Web API
6 2 (1.61%) CSS3
6 2 (1.61%) HTML5
6 2 (1.61%) Kafka
6 2 (1.61%) KnockoutJS
6 2 (1.61%) WCF
Miscellaneous
1 28 (22.58%) Analytical Skills
2 13 (10.48%) NHS
3 10 (8.06%) Credit Risk
4 8 (6.45%) Management Information System
5 6 (4.84%) Data Structures
6 4 (3.23%) Data Centre
6 4 (3.23%) FMCG
7 3 (2.42%) User Experience
8 2 (1.61%) Analytical Mindset
8 2 (1.61%) Driving Licence
8 2 (1.61%) Greenfield Project
8 2 (1.61%) Self-Motivation
9 1 (0.81%) iSeries
9 1 (0.81%) Replication
Operating Systems
1 22 (17.74%) Unix
2 16 (12.90%) Windows
3 13 (10.48%) Windows Server
4 9 (7.26%) Windows Server 2003
5 7 (5.65%) Linux
6 5 (4.03%) VMS
7 3 (2.42%) Windows XP
8 2 (1.61%) Windows 7
8 2 (1.61%) Windows Server 2012
9 1 (0.81%) Windows Server 2008
Processes & Methodologies
1 70 (56.45%) Business Intelligence
2 64 (51.61%) ETL
3 35 (28.23%) Analytics
4 28 (22.58%) Agile Software Development
5 21 (16.94%) Data Analytics
6 19 (15.32%) Data Engineering
6 19 (15.32%) PLM
6 19 (15.32%) User Acceptance Testing
7 14 (11.29%) Performance Tuning
8 11 (8.87%) E-Commerce
9 10 (8.06%) Business Analysis
9 10 (8.06%) Data Modelling
9 10 (8.06%) Scrum
10 9 (7.26%) Coaching
11 8 (6.45%) Data Integration
11 8 (6.45%) ITIL
11 8 (6.45%) Kimball Methodology
12 7 (5.65%) Dimensional Modelling
12 7 (5.65%) Quality Management
12 7 (5.65%) Stakeholder Management
Programming Languages
1 73 (58.87%) SQL
2 24 (19.35%) R
3 23 (18.55%) PL/SQL
4 20 (16.13%) Python
5 13 (10.48%) T-SQL
6 12 (9.68%) JavaScript
7 7 (5.65%) C#
7 7 (5.65%) Java
8 5 (4.03%) Data Analysis Expressions (DAX)
8 5 (4.03%) PowerShell
8 5 (4.03%) XMLA
9 4 (3.23%) VBA
10 2 (1.61%) Bash Shell
10 2 (1.61%) VB.NET
11 1 (0.81%) C
11 1 (0.81%) VB
Qualifications
1 12 (9.68%) Security Cleared
2 10 (8.06%) SC Cleared
3 2 (1.61%) Degree
3 2 (1.61%) MCSA
3 2 (1.61%) MCSE
3 2 (1.61%) Microsoft Certification
4 1 (0.81%) A+ Certification
4 1 (0.81%) BC Cleared
4 1 (0.81%) BPSS Clearance
4 1 (0.81%) DBS Check
4 1 (0.81%) DV Cleared
4 1 (0.81%) ECDL
4 1 (0.81%) ITIL Certification
4 1 (0.81%) TOGAF Certification
Quality Assurance & Compliance
1 34 (27.42%) Data Quality
2 12 (9.68%) PMO
3 5 (4.03%) GDPR
4 2 (1.61%) ISO 9001
5 1 (0.81%) HL7
5 1 (0.81%) ISO 9002
5 1 (0.81%) SLA
5 1 (0.81%) TickIT
System Software
1 5 (4.03%) Active Directory
2 1 (0.81%) Apache Flume
2 1 (0.81%) Apache ZooKeeper
2 1 (0.81%) HDFS
2 1 (0.81%) VMware Infrastructure
2 1 (0.81%) vSphere
Systems Management
1 2 (1.61%) McAfee ePO
2 1 (0.81%) Backup Exec
2 1 (0.81%) Oozie
2 1 (0.81%) Systems Management Server (SMS)
Vendors
1 34 (27.42%) Oracle
2 30 (24.19%) Microsoft
3 23 (18.55%) Informatica
4 11 (8.87%) Ab Initio
4 11 (8.87%) Cloudera
4 11 (8.87%) Tableau
5 5 (4.03%) Alteryx
5 5 (4.03%) SAP
6 4 (3.23%) Hyperion
6 4 (3.23%) Micro Focus
7 3 (2.42%) JD Edwards
7 3 (2.42%) Talend
7 3 (2.42%) TIBCO
8 2 (1.61%) Cisco
8 2 (1.61%) F5
8 2 (1.61%) McAfee
8 2 (1.61%) PeopleSoft
8 2 (1.61%) ServiceNow
9 1 (0.81%) Dell Compellent
9 1 (0.81%) Hortonworks