Period
to 11 December 2017

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 11 December 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.

Enterprise Data Warehouse (EDW)
UK > England
6 months to
11 Dec 2017
Same period 2016 Same period 2015
Rank 742 753 758
Rank change year-on-year +11 +5 -43
Contract jobs citing Enterprise Data Warehouse 109 104 112
As % of all contract IT jobs advertised in England 0.11% 0.11% 0.11%
As % of the Database & Business Intelligence category 0.52% 0.48% 0.47%
Number of daily rates quoted 95 68 80
England median daily rate £525 £450 £450
Median daily rate % change year-on-year +16.67% - +3.03%
10th Percentile £408 £313 £350
90th Percentile £683 £620 £591
UK median daily rate £500 £454 £450
% change year-on-year +10.19% +0.83% -
Number of hourly rates quoted 0 3 0
England median hourly rate - £25.39 -
UK median hourly rate - £25.39 -

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 20919 21512 24073
As % of all contract IT jobs advertised in England 22.01% 22.53% 23.20%
Number of daily rates quoted 14562 14378 16110
England median daily rate £463 £425 £420
Median daily rate % change year-on-year +8.82% +1.19% +5.00%
10th Percentile £313 £290 £275
90th Percentile £638 £600 £588
UK median daily rate £450 £425 £413
% change year-on-year +5.88% +3.03% +3.13%
Number of hourly rates quoted 244 310 381
England median hourly rate £32.25 £27.50 £27.50
Median hourly rate % change year-on-year +17.27% - +5.77%
10th Percentile £14.68 £10.55 £11.75
90th Percentile £56.84 £47.50 £52.17
UK median hourly rate £31.15 £28.00 £28.06
% change year-on-year +11.25% -0.22% +7.93%

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 11 December 2017.

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 11 December 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
London -24 59 £500 - 8
North of England +40 13 £610 +74.29% 4
South West - 13 £558 -
South East -11 11 £450 +20.00% 1
Yorkshire +24 10 £610 +62.67% 3
North West +13 9 £610 +87.69% 1
East of England -23 8 £600 +39.53%
North East - 6 £610 -
Midlands +15 4 £450 +78.57% 1
West Midlands +19 2 £475 +88.49%
East Midlands -4 2 £425 - 1
Enterprise Data Warehouse
UK

For the 6 months to 11 December 2017, IT contractor jobs citing Enterprise 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 England region with a requirement for Enterprise Data Warehouse.

1 99 (90.83%) Data Warehouse
2 70 (64.22%) Business Intelligence
3 50 (45.87%) Data Modelling
4 49 (44.95%) ETL
5 43 (39.45%) SQL
6 40 (36.70%) SQL Server Integration Services
7 38 (34.86%) SQL Server
8 36 (33.03%) Analytics
9 31 (28.44%) Finance
10 25 (22.94%) Analytical Skills
11 24 (22.02%) SQL Server Reporting Services
11 24 (22.02%) Data Architecture
12 23 (21.10%) Big Data
12 23 (21.10%) Oracle
13 22 (20.18%) Agile Software Development
14 21 (19.27%) Data Integration
15 20 (18.35%) Hadoop
15 20 (18.35%) Microsoft
16 19 (17.43%) Data Management
16 19 (17.43%) SQL Server Analysis Services
17 18 (16.51%) Informatica
18 17 (15.60%) T-SQL
18 17 (15.60%) Data Analytics
18 17 (15.60%) Performance Tuning
19 16 (14.68%) Data Quality
19 16 (14.68%) Data Governance
20 15 (13.76%) Dimensional Modelling
21 14 (12.84%) Microsoft Azure
21 14 (12.84%) Apache Hive
21 14 (12.84%) ETL Development

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 9 (8.26%) SAS
2 7 (6.42%) Apache Pig
3 6 (5.50%) Apache Spark
3 6 (5.50%) JBoss
3 6 (5.50%) WildFly
4 5 (4.59%) SharePoint
5 4 (3.67%) SharePoint 2013
6 1 (0.92%) Confluence
6 1 (0.92%) PowerExchange
Applications
1 4 (3.67%) Spreadsheet
2 3 (2.75%) SPSS
3 2 (1.83%) Microsoft Excel
Business Applications
1 1 (0.92%) Markit EDM
1 1 (0.92%) Oracle EBS
1 1 (0.92%) Oracle Retail
1 1 (0.92%) Remedy ITSM
1 1 (0.92%) SAP MDG
Cloud Services
1 14 (12.84%) Microsoft Azure
2 6 (5.50%) Amazon AWS
2 6 (5.50%) Amazon EMR
3 5 (4.59%) Amazon Kinesis
3 5 (4.59%) IaaS
4 4 (3.67%) Amazon S3
4 4 (3.67%) PaaS
5 1 (0.92%) Azure Machine Learning
5 1 (0.92%) Cloud Computing
Database & Business Intelligence
1 99 (90.83%) Data Warehouse
2 40 (36.70%) SQL Server Integration Services
3 38 (34.86%) SQL Server
4 24 (22.02%) SQL Server Reporting Services
5 23 (21.10%) Big Data
6 20 (18.35%) Hadoop
7 19 (17.43%) SQL Server Analysis Services
8 14 (12.84%) Apache Hive
9 11 (10.09%) BusinessObjects
9 11 (10.09%) HBase
10 10 (9.17%) Power BI
11 9 (8.26%) Oracle Exadata
12 8 (7.34%) RDBMS
12 8 (7.34%) Relational Database
13 7 (6.42%) Data Lake
13 7 (6.42%) Snowflake Schema
13 7 (6.42%) SQL Server 2012
14 6 (5.50%) MongoDB
14 6 (5.50%) Oracle BI EE
14 6 (5.50%) Pentaho
Development Applications
1 8 (7.34%) ERwin
2 7 (6.42%) Visual Studio
3 5 (4.59%) JIRA
3 5 (4.59%) Team Foundation Server
4 4 (3.67%) SQL Server Management Studio (SSMS)
5 1 (0.92%) Eclipse
5 1 (0.92%) Jenkins
General
1 31 (28.44%) Finance
2 12 (11.01%) Retail
3 5 (4.59%) Publishing
4 3 (2.75%) Marketing
5 2 (1.83%) Back Office
5 2 (1.83%) Banking
5 2 (1.83%) Telecoms
6 1 (0.92%) Investment Banking
6 1 (0.92%) Law
Job Titles
1 41 (37.61%) Architect
2 33 (30.28%) Developer
3 32 (29.36%) Data Architect
4 24 (22.02%) Business Intelligence Developer
5 16 (14.68%) Analyst
6 13 (11.93%) Business Intelligence Architect
7 11 (10.09%) Business Intelligence Analyst
8 9 (8.26%) Solutions Architect
9 8 (7.34%) Business Developer
10 7 (6.42%) Analyst Developer
10 7 (6.42%) Data Warehouse Architect
10 7 (6.42%) Designer
10 7 (6.42%) Full Stack Developer
10 7 (6.42%) Lead Architect
10 7 (6.42%) Lead Data Architect
10 7 (6.42%) SSIS Developer
11 6 (5.50%) SQL Developer
12 5 (4.59%) Business Intelligence Specialist
12 5 (4.59%) Data Warehouse Developer
12 5 (4.59%) Project Manager
Libraries, Frameworks & Software Standards
1 11 (10.09%) Web Services
2 9 (8.26%) MDX
3 6 (5.50%) EJB
3 6 (5.50%) Java EE
3 6 (5.50%) JDBC
3 6 (5.50%) JMS
3 6 (5.50%) JPA
3 6 (5.50%) Servlets
4 4 (3.67%) Apache Avro
4 4 (3.67%) Kafka
5 2 (1.83%) XML
6 1 (0.92%) .NET
6 1 (0.92%) GraphX
6 1 (0.92%) HTML
6 1 (0.92%) MLlib
6 1 (0.92%) REST
6 1 (0.92%) TensorFlow
6 1 (0.92%) WSDL
6 1 (0.92%) XSD
Miscellaneous
1 25 (22.94%) Analytical Skills
2 8 (7.34%) Management Information System
3 6 (5.50%) Enterprise Software
4 4 (3.67%) Reference Data
5 3 (2.75%) Computer Science
5 3 (2.75%) iPad
6 2 (1.83%) Data Centre
6 2 (1.83%) Data Structures
6 2 (1.83%) Greenfield Project
7 1 (0.92%) Clustering
7 1 (0.92%) Digital Media
7 1 (0.92%) NHS
7 1 (0.92%) Reinsurance
7 1 (0.92%) Replication
7 1 (0.92%) Virtual Team
Operating Systems
1 8 (7.34%) Unix
2 1 (0.92%) Linux
2 1 (0.92%) Windows
2 1 (0.92%) Windows Server
Processes & Methodologies
1 70 (64.22%) Business Intelligence
2 50 (45.87%) Data Modelling
3 49 (44.95%) ETL
4 36 (33.03%) Analytics
5 24 (22.02%) Data Architecture
6 22 (20.18%) Agile Software Development
7 21 (19.27%) Data Integration
8 19 (17.43%) Data Management
9 17 (15.60%) Data Analytics
9 17 (15.60%) Performance Tuning
10 16 (14.68%) Data Governance
11 15 (13.76%) Dimensional Modelling
12 14 (12.84%) ETL Development
13 13 (11.93%) Data Visualisation
13 13 (11.93%) Open Source
13 13 (11.93%) Visualisation
14 12 (11.01%) Enterprise Architecture
15 10 (9.17%) Kimball Methodology
16 9 (8.26%) Data Security
16 9 (8.26%) Stakeholder Management
Programming Languages
1 43 (39.45%) SQL
2 17 (15.60%) T-SQL
3 8 (7.34%) Java
3 8 (7.34%) Shell Script
4 4 (3.67%) PL/SQL
5 3 (2.75%) R
6 1 (0.92%) C#
6 1 (0.92%) Data Analysis Expressions (DAX)
6 1 (0.92%) JavaScript
6 1 (0.92%) Perl
6 1 (0.92%) PHP
6 1 (0.92%) PowerShell
6 1 (0.92%) Python
6 1 (0.92%) VBA
Qualifications
1 3 (2.75%) Degree
1 3 (2.75%) MCSE
1 3 (2.75%) Microsoft Certification
2 2 (1.83%) PRINCE2 Certification
2 2 (1.83%) Security Cleared
3 1 (0.92%) SC Cleared
Quality Assurance & Compliance
1 16 (14.68%) Data Quality
2 10 (9.17%) QA
3 6 (5.50%) GDPR
4 2 (1.83%) IFRS
4 2 (1.83%) ISO 20022
System Software
1 4 (3.67%) Apache Flume
1 4 (3.67%) HDFS
2 1 (0.92%) Tivoli Workload Scheduler
Systems Management
1 4 (3.67%) Oozie
2 1 (0.92%) Mesos
2 1 (0.92%) Tivoli
Vendors
1 23 (21.10%) Oracle
2 20 (18.35%) Microsoft
3 18 (16.51%) Informatica
4 13 (11.93%) Tableau
4 13 (11.93%) Teradata
5 6 (5.50%) CA
5 6 (5.50%) SAP
6 5 (4.59%) Birst
7 4 (3.67%) Netezza
8 3 (2.75%) IBM
9 1 (0.92%) BMC
9 1 (0.92%) Cloudera
9 1 (0.92%) Cognos
9 1 (0.92%) Remedy