Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in the East of England 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 24 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 > East of England
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 86 86 55
Rank change year-on-year 0 -31 +2
Contract jobs citing Data Warehouse 128 120 207
As % of all contract IT jobs advertised in the East of England 2.48% 2.46% 3.49%
As % of the Database & Business Intelligence category 13.01% 10.70% 15.98%
Number of daily rates quoted 100 77 150
East of England median daily rate £375 £415 £398
Median daily rate % change year-on-year -9.64% +4.40% +6.00%
10th Percentile £300 £279 £284
90th Percentile £565 £538 £700
England median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% +1.19%
Number of hourly rates quoted 0 1 1
East of England median hourly rate - £38.75 £14.00
Median hourly rate % change year-on-year - +176.79% -63.87%
England median hourly rate £27.50 £40.38 £26.47
% change year-on-year -31.89% +52.53% -42.14%

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

All Database and Business Intelligence Skills
East of England
Contract vacancies with a requirement for database or business intelligence skills 984 1121 1295
As % of all contract IT jobs advertised in the East of England 19.07% 22.99% 21.86%
Number of daily rates quoted 562 687 732
East of England median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - -
10th Percentile £288 £230 £225
90th Percentile £574 £538 £538
England median daily rate £460 £425 £413
% change year-on-year +8.24% +3.03% +3.13%
Number of hourly rates quoted 20 42 52
East of England median hourly rate £29.50 £36.07 £31.76
Median hourly rate % change year-on-year -18.21% +13.57% +11.44%
10th Percentile £16.18 £15.75 £14.00
90th Percentile £40.38 £45.98 £47.43
England median hourly rate £32.00 £27.75 £27.64
% change year-on-year +15.32% +0.40% +12.82%

Data Warehouse
Job Vacancy Trend in the East of England

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

Job vacancy trend for Data Warehouse in the East of England

Data Warehouse
Contractor Daily Rate Trend in the East of England

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

Contractor daily rate trend for Data Warehouse in the East of England

Data Warehouse
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing Data Warehouse in the East of England over the 6 months to 24 November 2017.

Contractor daily rate histogram for Data Warehouse in the East of England

Data Warehouse
Contractor Hourly Rate Trend in the East of England

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

Contractor hourly rate trend for Data Warehouse in the East of England

Data Warehouse
Contract Job Locations in the East of England

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 of England region over the 6 months to 24 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
Hertfordshire -2 49 £335 -4.29% 6
Essex -12 22 £525 +16.67% 3
Cambridgeshire -24 20 £335 -29.47% 4
Bedfordshire -1 18 £348 -30.50% 3
Suffolk +13 17 £475 - 3
Norfolk -6 6 £375 +17.65% 1
Data Warehouse
England

For the 6 months to 24 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 East of England region with a requirement for Data Warehouse.

1 69 (53.91%) SQL
2 67 (52.34%) Business Intelligence
3 46 (35.94%) SQL Server
3 46 (35.94%) SQL Server Integration Services
4 45 (35.16%) Data Modelling
5 44 (34.38%) Finance
6 41 (32.03%) Analytics
7 38 (29.69%) ETL
8 34 (26.56%) Oracle
9 33 (25.78%) Microsoft
10 30 (23.44%) Agile Software Development
11 29 (22.66%) SQL Server Analysis Services
12 26 (20.31%) SQL Server Reporting Services
12 26 (20.31%) Power BI
13 24 (18.75%) C#
14 22 (17.19%) Visualisation
14 22 (17.19%) Analytical Skills
15 18 (14.06%) Data Analytics
16 17 (13.28%) T-SQL
17 16 (12.50%) Big Data
17 16 (12.50%) Data Visualisation
17 16 (12.50%) Performance Tuning
18 15 (11.72%) Migration
18 15 (11.72%) Stakeholder Management
19 14 (10.94%) Java
19 14 (10.94%) QlikView
19 14 (10.94%) Relational Database
20 13 (10.16%) Qlik Sense
20 13 (10.16%) .NET
21 12 (9.38%) Visual Studio

Data Warehouse
Co-occurring IT Skills in the East of 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 10 (7.81%) Apache Spark
2 4 (3.13%) JBoss
2 4 (3.13%) WildFly
3 3 (2.34%) BizTalk Server
3 3 (2.34%) Tomcat
4 2 (1.56%) Apache
4 2 (1.56%) Oracle HTTP Server
4 2 (1.56%) Oracle Service Bus
4 2 (1.56%) Oracle SOA Suite
4 2 (1.56%) SAS
4 2 (1.56%) Tuxedo
4 2 (1.56%) WebLogic
5 1 (0.78%) Confluence
5 1 (0.78%) WebSphere
5 1 (0.78%) WebSphere Application Server
Applications
1 2 (1.56%) Microsoft Excel
2 1 (0.78%) Microsoft Office
2 1 (0.78%) MS Visio
Business Applications
1 4 (3.13%) Cognos Business Intelligence
2 3 (2.34%) Cognos Planning
3 2 (1.56%) Oracle BPM
4 1 (0.78%) Oracle 11i
4 1 (0.78%) Oracle EBS R12
4 1 (0.78%) Oracle ERP
4 1 (0.78%) Remedy ITSM
4 1 (0.78%) SAP MDG
4 1 (0.78%) SAP MDM
Cloud Services
1 10 (7.81%) Microsoft Azure
2 5 (3.91%) Amazon AWS
2 5 (3.91%) Azure Data Factory
2 5 (3.91%) Data Lake Analytics
3 2 (1.56%) Amazon EMR
3 2 (1.56%) Amazon Kinesis
3 2 (1.56%) Azure Machine Learning
4 1 (0.78%) Adobe Analytics
Communications & Networking
1 2 (1.56%) HTTP
2 1 (0.78%) Internet
Database & Business Intelligence
1 46 (35.94%) SQL Server
1 46 (35.94%) SQL Server Integration Services
2 29 (22.66%) SQL Server Analysis Services
3 26 (20.31%) Power BI
3 26 (20.31%) SQL Server Reporting Services
4 16 (12.50%) Big Data
5 14 (10.94%) QlikView
5 14 (10.94%) Relational Database
6 13 (10.16%) Qlik Sense
7 12 (9.38%) Oracle Database
8 11 (8.59%) Data Lake
8 11 (8.59%) RDBMS
9 10 (7.81%) Hadoop
10 9 (7.03%) SQL Server 2008
11 8 (6.25%) Apache Hive
11 8 (6.25%) Azure SQL Data Warehouse
11 8 (6.25%) Impala
11 8 (6.25%) Oracle Reports
12 7 (5.47%) SQL Server 2012
13 6 (4.69%) Oracle Exadata
Development Applications
1 12 (9.38%) Visual Studio
2 11 (8.59%) Team Foundation Server
3 6 (4.69%) Toad
3 6 (4.69%) XMLSpy
4 4 (3.13%) PowerDesigner
5 2 (1.56%) ERwin
5 2 (1.56%) JIRA
5 2 (1.56%) Oracle Forms
6 1 (0.78%) Eclipse
6 1 (0.78%) Talend Open Studio
General
1 44 (34.38%) Finance
2 6 (4.69%) Retail
3 5 (3.91%) Pharmaceutical
4 4 (3.13%) Legal
4 4 (3.13%) Publishing
5 1 (0.78%) General Ledger
Job Titles
1 68 (53.13%) Developer
2 24 (18.75%) SQL Developer
3 19 (14.84%) Business Intelligence Developer
4 16 (12.50%) Architect
5 14 (10.94%) Analyst
6 13 (10.16%) SSIS Developer
7 12 (9.38%) Project Manager
7 12 (9.38%) SQL Server Developer
8 11 (8.59%) Senior Developer
9 10 (7.81%) QlikView Developer
10 9 (7.03%) Data Architect
10 9 (7.03%) SSAS Developer
11 7 (5.47%) C# Developer
12 6 (4.69%) Analyst Developer
12 6 (4.69%) Consultant
12 6 (4.69%) Data Warehouse Developer
12 6 (4.69%) Solutions Architect
13 5 (3.91%) Business Intelligence Analyst
13 5 (3.91%) Oracle Developer
13 5 (3.91%) Senior Oracle Developer
Libraries, Frameworks & Software Standards
1 13 (10.16%) .NET
2 12 (9.38%) XML
3 9 (7.03%) Web Services
4 5 (3.91%) JMS
5 4 (3.13%) EJB
5 4 (3.13%) J2EE
5 4 (3.13%) Java EE
5 4 (3.13%) JDBC
5 4 (3.13%) JPA
5 4 (3.13%) Middleware
5 4 (3.13%) Servlets
5 4 (3.13%) XML Schema
6 3 (2.34%) Kafka
6 3 (2.34%) WCF
6 3 (2.34%) XSD
7 2 (1.56%) Apache Avro
7 2 (1.56%) GraphX
7 2 (1.56%) MLlib
7 2 (1.56%) REST
7 2 (1.56%) TensorFlow
Miscellaneous
1 22 (17.19%) Analytical Skills
2 12 (9.38%) Management Information System
3 9 (7.03%) User Experience
4 5 (3.91%) Greenfield Project
5 4 (3.13%) N-Tier
6 3 (2.34%) Data Structures
6 3 (2.34%) Enterprise Software
6 3 (2.34%) Reference Data
7 2 (1.56%) Virtual Team
8 1 (0.78%) Blog
8 1 (0.78%) Clustering
8 1 (0.78%) Fintech
Operating Systems
1 4 (3.13%) Unix
1 4 (3.13%) Windows
2 1 (0.78%) Linux
2 1 (0.78%) Red Hat Enterprise Linux
2 1 (0.78%) Windows Server
Processes & Methodologies
1 67 (52.34%) Business Intelligence
2 45 (35.16%) Data Modelling
3 41 (32.03%) Analytics
4 38 (29.69%) ETL
5 30 (23.44%) Agile Software Development
6 22 (17.19%) Visualisation
7 18 (14.06%) Data Analytics
8 16 (12.50%) Data Visualisation
8 16 (12.50%) Performance Tuning
9 15 (11.72%) Migration
9 15 (11.72%) Stakeholder Management
10 11 (8.59%) Kimball Methodology
11 10 (7.81%) Physical Data Model
11 10 (7.81%) Project Management
12 9 (7.03%) CRM
12 9 (7.03%) Data Analysis
12 9 (7.03%) Logical Data Model
12 9 (7.03%) UML
12 9 (7.03%) Validation
13 8 (6.25%) Performance Optimisation
Programming Languages
1 69 (53.91%) SQL
2 24 (18.75%) C#
3 17 (13.28%) T-SQL
4 14 (10.94%) Java
5 12 (9.38%) Python
6 8 (6.25%) PL/SQL
7 6 (4.69%) R
8 5 (3.91%) VB.NET
9 3 (2.34%) Shell Script
9 3 (2.34%) U-SQL
10 2 (1.56%) COBOL
10 2 (1.56%) PowerShell
10 2 (1.56%) VBA
11 1 (0.78%) JavaScript
11 1 (0.78%) SAS Macro
Qualifications
1 5 (3.91%) Security Cleared
2 3 (2.34%) Microsoft Certification
2 3 (2.34%) SC Cleared
3 1 (0.78%) Degree
3 1 (0.78%) ISEB
Quality Assurance & Compliance
1 10 (7.81%) Data Quality
2 1 (0.78%) Actionable Recommendations
2 1 (0.78%) GDPR
Systems Management
1 6 (4.69%) Oozie
2 2 (1.56%) Data Guard
2 2 (1.56%) Hadoop YARN
2 2 (1.56%) HP Quality Center
2 2 (1.56%) Mesos
Vendors
1 34 (26.56%) Oracle
2 33 (25.78%) Microsoft
3 12 (9.38%) Tableau
4 7 (5.47%) SAP
5 6 (4.69%) Altova
5 6 (4.69%) Cognos
6 5 (3.91%) IBM
6 5 (3.91%) Salesforce.com
7 4 (3.13%) Alteryx
7 4 (3.13%) Informatica
8 3 (2.34%) HP
9 2 (1.56%) Cloudera
9 2 (1.56%) Hyperion
9 2 (1.56%) Teradata
10 1 (0.78%) Ab Initio
10 1 (0.78%) BMC
10 1 (0.78%) MuleSoft
10 1 (0.78%) Red Hat
10 1 (0.78%) Remedy
10 1 (0.78%) Talend