Period
to 23 February 2018

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Enterprise Data Warehouse skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Enterprise Data Warehouse over the 6 months to 23 February 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.

Enterprise Data Warehouse (EDW)
UK > England
6 months to
23 Feb 2018
Same period 2017 Same period 2016
Rank 764 750 733
Rank change year-on-year -14 -17 -41
Contract jobs citing Enterprise Data Warehouse 83 76 119
As % of all contract IT jobs advertised in England 0.089% 0.085% 0.12%
As % of the Database & Business Intelligence category 0.41% 0.38% 0.52%
Number of daily rates quoted 65 48 87
England median daily rate £500 £425 £450
Median daily rate % change year-on-year +17.65% -5.56% -
10th Percentile £414 £283 £350
90th Percentile £650 £611 £715
UK median daily rate £500 £425 £450
% change year-on-year +17.65% -5.56% -
Number of hourly rates quoted 0 5 5
England median hourly rate - £25.39 £62.50
Median hourly rate % change year-on-year - -59.38% +94.70%
UK median hourly rate - £25.39 £62.50
% change year-on-year - -59.38% +94.70%

Enterprise 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 England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Contract vacancies with a requirement for database or business intelligence skills 20,328 19,939 22,705
As % of all contract IT jobs advertised in England 21.82% 22.42% 22.85%
Number of daily rates quoted 14,327 13,465 15,336
England median daily rate £475 £438 £425
Median daily rate % change year-on-year +8.57% +2.94% +6.25%
10th Percentile £313 £295 £276
90th Percentile £638 £613 £588
UK median daily rate £463 £425 £420
% change year-on-year +8.82% +1.19% +5.00%
Number of hourly rates quoted 224 256 370
England median hourly rate £33.50 £25.95 £27.12
Median hourly rate % change year-on-year +29.12% -4.33% -5.47%
10th Percentile £15.20 £9.25 £11.73
90th Percentile £57.31 £47.00 £52.50
UK median hourly rate £34.00 £26.50 £27.50
% change year-on-year +28.30% -3.64% -4.15%

Enterprise Data Warehouse
Job Vacancy Trend in England

Job postings citing Enterprise Data Warehouse as a percentage of all IT jobs advertised in England.

Job vacancy trend for Enterprise Data Warehouse in England

Enterprise Data Warehouse
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Enterprise Data Warehouse in England

Enterprise Data Warehouse
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Enterprise Data Warehouse in England over the 6 months to 23 February 2018.

Contractor daily rate histogram for Enterprise Data Warehouse in England

Enterprise Data Warehouse
Contractor Hourly Rate Trend in England

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

Contractor hourly rate trend for Enterprise Data Warehouse in England

Enterprise Data Warehouse
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Enterprise Data Warehouse within the England region over the 6 months to 23 February 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
London -36 48 £500 +11.11% 17
East of England -4 9 £613 +172.22%
North of England +28 8 £610 +62.67% 2
South East -6 8 £399 -0.31% 1
Yorkshire +1 7 £610 +62.67%
Midlands +6 6 £475 +11.76% 2
West Midlands +8 4 £475 +11.76%
South West - 4 £458 - 1
North West +3 3 £610 +87.69% 2
North East - 3 £610 -
East Midlands +2 2 - - 2
Enterprise Data Warehouse
UK

For the 6 months to 23 February 2018, IT contractor jobs citing Enterprise 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 England region with a requirement for Enterprise Data Warehouse.

1 68 (81.93%) Data Warehouse
2 64 (77.11%) Business Intelligence
3 44 (53.01%) SQL Server Integration Services
4 43 (51.81%) ETL
5 42 (50.60%) SQL Server
6 40 (48.19%) SQL
7 30 (36.14%) SQL Server Analysis Services
8 27 (32.53%) Microsoft
9 23 (27.71%) SQL Server Reporting Services
9 23 (27.71%) Finance
9 23 (27.71%) Analytics
10 21 (25.30%) Data Integration
10 21 (25.30%) Data Modelling
11 20 (24.10%) Agile Software Development
12 18 (21.69%) ETL Development
13 16 (19.28%) T-SQL
13 16 (19.28%) Oracle
13 16 (19.28%) Data Architecture
14 15 (18.07%) Performance Tuning
15 13 (15.66%) Tableau
15 13 (15.66%) Dimensional Modelling
16 12 (14.46%) Big Data
16 12 (14.46%) Data Management
16 12 (14.46%) MDX
17 11 (13.25%) Analytical Skills
17 11 (13.25%) Data Governance
18 10 (12.05%) Data Analytics
18 10 (12.05%) Power BI
19 9 (10.84%) Kimball Methodology
19 9 (10.84%) Hadoop

Enterprise Data Warehouse
Co-occurring IT Skills in England 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 8 (9.64%) SharePoint
2 6 (7.23%) Apache Spark
2 6 (7.23%) SAS
3 4 (4.82%) SharePoint 2013
4 1 (1.20%) IBM Domino
4 1 (1.20%) JBoss
4 1 (1.20%) WildFly
Applications
1 4 (4.82%) Spreadsheet
2 2 (2.41%) Microsoft Excel
Business Applications
1 1 (1.20%) Cognos Business Intelligence
1 1 (1.20%) Oracle Retail
1 1 (1.20%) Remedy ITSM
1 1 (1.20%) SAP MDG
Cloud Services
1 9 (10.84%) Microsoft Azure
2 7 (8.43%) Amazon AWS
2 7 (8.43%) Amazon EMR
3 5 (6.02%) Amazon Kinesis
3 5 (6.02%) IaaS
4 4 (4.82%) Amazon S3
4 4 (4.82%) PaaS
5 2 (2.41%) Cloud Computing
Database & Business Intelligence
1 68 (81.93%) Data Warehouse
2 44 (53.01%) SQL Server Integration Services
3 42 (50.60%) SQL Server
4 30 (36.14%) SQL Server Analysis Services
5 23 (27.71%) SQL Server Reporting Services
6 12 (14.46%) Big Data
7 10 (12.05%) Power BI
8 9 (10.84%) Hadoop
9 8 (9.64%) HBase
9 8 (9.64%) SQL Server 2012
10 7 (8.43%) BusinessObjects
11 6 (7.23%) OLAP
11 6 (7.23%) SQL Server 2008
12 5 (6.02%) Amazon QuickSight
12 5 (6.02%) Amazon Redshift
12 5 (6.02%) Data Lake
12 5 (6.02%) DataStage
12 5 (6.02%) Impala
13 4 (4.82%) Microsoft Analysis Services
13 4 (4.82%) Star Schema
Development Applications
1 5 (6.02%) ERwin
2 4 (4.82%) JIRA
2 4 (4.82%) SQL Server Management Studio (SSMS)
2 4 (4.82%) Visual Studio
3 2 (2.41%) Jenkins
3 2 (2.41%) Team Foundation Server
General
1 23 (27.71%) Finance
2 4 (4.82%) Marketing
3 3 (3.61%) Retail
4 2 (2.41%) Aerospace
4 2 (2.41%) Back Office
4 2 (2.41%) Banking
4 2 (2.41%) Law
5 1 (1.20%) Investment Banking
5 1 (1.20%) Telecoms
Job Titles
1 37 (44.58%) Developer
2 29 (34.94%) Business Intelligence Developer
3 26 (31.33%) Architect
4 20 (24.10%) Data Architect
5 15 (18.07%) Analyst
6 14 (16.87%) Business Intelligence Analyst
7 12 (14.46%) Analyst Developer
7 12 (14.46%) Business Developer
7 12 (14.46%) Full Stack Developer
8 7 (8.43%) Lead Architect
8 7 (8.43%) Lead Data Architect
9 6 (7.23%) Business Intelligence Architect
9 6 (7.23%) Data Warehouse Architect
9 6 (7.23%) SQL Developer
10 5 (6.02%) Big Data Architect
10 5 (6.02%) Solutions Architect
10 5 (6.02%) SSIS Developer
10 5 (6.02%) SSRS Developer
11 4 (4.82%) Big Data Solutions Architect
11 4 (4.82%) Business Intelligence Lead
Libraries, Frameworks & Software Standards
1 12 (14.46%) MDX
2 6 (7.23%) Web Services
3 4 (4.82%) .NET
3 4 (4.82%) Apache Avro
3 4 (4.82%) Kafka
4 1 (1.20%) EJB
4 1 (1.20%) GraphX
4 1 (1.20%) HTML
4 1 (1.20%) Java EE
4 1 (1.20%) JDBC
4 1 (1.20%) JMS
4 1 (1.20%) JPA
4 1 (1.20%) MLlib
4 1 (1.20%) Servlets
4 1 (1.20%) TensorFlow
4 1 (1.20%) XML
Miscellaneous
1 11 (13.25%) Analytical Skills
2 5 (6.02%) Management Information System
3 3 (3.61%) Computer Science
3 3 (3.61%) Data Structures
3 3 (3.61%) Enterprise Software
3 3 (3.61%) Reference Data
4 2 (2.41%) Data Centre
4 2 (2.41%) Reinsurance
5 1 (1.20%) Greenfield Project
5 1 (1.20%) Mobile App
5 1 (1.20%) Virtual Team
Operating Systems
1 4 (4.82%) Unix
2 1 (1.20%) Linux
2 1 (1.20%) Windows
2 1 (1.20%) Windows Server
Processes & Methodologies
1 64 (77.11%) Business Intelligence
2 43 (51.81%) ETL
3 23 (27.71%) Analytics
4 21 (25.30%) Data Integration
4 21 (25.30%) Data Modelling
5 20 (24.10%) Agile Software Development
6 18 (21.69%) ETL Development
7 16 (19.28%) Data Architecture
8 15 (18.07%) Performance Tuning
9 13 (15.66%) Dimensional Modelling
10 12 (14.46%) Data Management
11 11 (13.25%) Data Governance
12 10 (12.05%) Data Analytics
13 9 (10.84%) Kimball Methodology
13 9 (10.84%) Stakeholder Management
14 8 (9.64%) Enterprise Architecture
15 7 (8.43%) CRM
15 7 (8.43%) Data Security
15 7 (8.43%) Migration
16 6 (7.23%) Visualisation
Programming Languages
1 40 (48.19%) SQL
2 16 (19.28%) T-SQL
3 6 (7.23%) C#
4 5 (6.02%) Shell Script
5 4 (4.82%) PL/SQL
6 3 (3.61%) VB.NET
6 3 (3.61%) VBScript
7 2 (2.41%) R
8 1 (1.20%) Java
8 1 (1.20%) JavaScript
8 1 (1.20%) PHP
8 1 (1.20%) PowerShell
8 1 (1.20%) VBA
Qualifications
1 3 (3.61%) Degree
1 3 (3.61%) MCSE
1 3 (3.61%) Microsoft Certification
2 2 (2.41%) Security Cleared
3 1 (1.20%) PRINCE2 Certification
3 1 (1.20%) SC Cleared
Quality Assurance & Compliance
1 6 (7.23%) Data Quality
2 5 (6.02%) QA
3 3 (3.61%) IFRS
4 2 (2.41%) GDPR
5 1 (1.20%) IFRS 9
5 1 (1.20%) ISO 20022
System Software
1 4 (4.82%) Apache Flume
1 4 (4.82%) HDFS
2 1 (1.20%) Tivoli Workload Scheduler
Systems Management
1 4 (4.82%) Oozie
2 1 (1.20%) Mesos
2 1 (1.20%) Tivoli
Vendors
1 27 (32.53%) Microsoft
2 16 (19.28%) Oracle
3 13 (15.66%) Tableau
4 6 (7.23%) Informatica
5 5 (6.02%) IBM
6 4 (4.82%) SAP
7 3 (3.61%) CA
7 3 (3.61%) Cognos
7 3 (3.61%) Netezza
7 3 (3.61%) Teradata
8 2 (2.41%) Cloudera
9 1 (1.20%) Birst
9 1 (1.20%) BMC
9 1 (1.20%) Datameer
9 1 (1.20%) RedGate
9 1 (1.20%) Remedy