Period
to 21 February 2018

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 21 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.

Data Warehousing
England > East of England
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 87 107 64
Rank change year-on-year +20 -43 +8
Contract jobs citing Data Warehouse 122 85 148
As % of all contract IT jobs advertised in the East of England 2.60% 1.90% 2.95%
As % of the Database & Business Intelligence category 13.53% 9.59% 14.98%
Number of daily rates quoted 105 59 114
East of England median daily rate £363 £400 £400
Median daily rate % change year-on-year -9.38% - -
10th Percentile £300 £286 £279
90th Percentile £583 £553 £700
England median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% -
Number of hourly rates quoted 0 2 7
East of England median hourly rate - £36.88 £62.50
Median hourly rate % change year-on-year - -41.00% -
England median hourly rate £27.00 £39.38 £26.93
% change year-on-year -31.43% +46.24% -31.84%

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 902 886 988
As % of all contract IT jobs advertised in the East of England 19.22% 19.79% 19.66%
Number of daily rates quoted 529 533 574
East of England median daily rate £425 £388 £389
Median daily rate % change year-on-year +9.68% -0.32% +3.67%
10th Percentile £300 £230 £248
90th Percentile £582 £544 £563
England median daily rate £475 £438 £425
% change year-on-year +8.57% +2.94% +6.25%
Number of hourly rates quoted 23 31 41
East of England median hourly rate £37.50 £36.00 £36.50
Median hourly rate % change year-on-year +4.17% -1.37% +3.77%
10th Percentile £16.25 £15.25 £14.50
90th Percentile £45.00 £45.00 £62.50
England median hourly rate £35.00 £26.50 £27.00
% change year-on-year +32.08% -1.85% -5.89%

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 21 February 2018.

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 21 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
Hertfordshire +5 38 £335 +0.75% 15
Bedfordshire +12 26 £315 -16.00% 4
Suffolk +20 19 £481 +20.31% 6
Cambridgeshire -15 18 £335 -31.28% 9
Essex 0 17 £550 +25.71% 4
Norfolk -9 8 £413 +33.06% 1
Data Warehouse
England

For the 6 months to 21 February 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 of England region with a requirement for Data Warehouse.

1 70 (57.38%) Business Intelligence
2 61 (50.00%) SQL
3 47 (38.52%) Analytics
4 45 (36.89%) SQL Server
5 39 (31.97%) Microsoft
5 39 (31.97%) SQL Server Integration Services
6 38 (31.15%) Data Modelling
7 37 (30.33%) ETL
8 34 (27.87%) Oracle
9 33 (27.05%) Finance
10 26 (21.31%) Power BI
11 25 (20.49%) Agile Software Development
11 25 (20.49%) SQL Server Analysis Services
12 22 (18.03%) Migration
13 20 (16.39%) Python
14 19 (15.57%) Big Data
15 18 (14.75%) Data Analytics
15 18 (14.75%) Performance Tuning
15 18 (14.75%) C#
15 18 (14.75%) SQL Server Reporting Services
16 17 (13.93%) Visualisation
16 17 (13.93%) Analytical Skills
17 16 (13.11%) Oracle Database
17 16 (13.11%) T-SQL
18 15 (12.30%) Hadoop
19 14 (11.48%) Data Analysis
19 14 (11.48%) XML
19 14 (11.48%) Apache Spark
19 14 (11.48%) Logical Data Model
19 14 (11.48%) Relational Database

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 14 (11.48%) Apache Spark
2 2 (1.64%) SAS
2 2 (1.64%) SharePoint
2 2 (1.64%) SharePoint 2010
3 1 (0.82%) Apache Pig
3 1 (0.82%) Oracle 10gAS
3 1 (0.82%) Tomcat
3 1 (0.82%) WebSphere
3 1 (0.82%) WebSphere Application Server
3 1 (0.82%) WildFly
Applications
1 4 (3.28%) Microsoft Excel
2 2 (1.64%) Microsoft Office
2 2 (1.64%) MS Visio
2 2 (1.64%) SPSS
Business Applications
1 3 (2.46%) Cognos Business Intelligence
1 3 (2.46%) Cognos Planning
2 1 (0.82%) Dynamics AX
2 1 (0.82%) Oracle 11i
2 1 (0.82%) Oracle EBS R12
2 1 (0.82%) Oracle ERP
2 1 (0.82%) Remedy ITSM
2 1 (0.82%) SAP MDG
2 1 (0.82%) SAP MDM
Cloud Services
1 13 (10.66%) Microsoft Azure
2 10 (8.20%) Amazon AWS
3 6 (4.92%) Data Lake Analytics
4 4 (3.28%) Azure Data Factory
5 3 (2.46%) Amazon EMR
5 3 (2.46%) Amazon Kinesis
5 3 (2.46%) Azure Machine Learning
6 2 (1.64%) Amazon S3
6 2 (1.64%) Office 365
6 2 (1.64%) Serverless
7 1 (0.82%) Adobe Analytics
7 1 (0.82%) Amazon EC2
7 1 (0.82%) AWS Lambda
7 1 (0.82%) Cloud Computing
7 1 (0.82%) Dynamics 365
7 1 (0.82%) Virtual Private Cloud
Communications & Networking
1 1 (0.82%) Internet
1 1 (0.82%) VPN
Database & Business Intelligence
1 45 (36.89%) SQL Server
2 39 (31.97%) SQL Server Integration Services
3 26 (21.31%) Power BI
4 25 (20.49%) SQL Server Analysis Services
5 19 (15.57%) Big Data
6 18 (14.75%) SQL Server Reporting Services
7 16 (13.11%) Oracle Database
8 15 (12.30%) Hadoop
9 14 (11.48%) Relational Database
10 10 (8.20%) Apache Hive
10 10 (8.20%) Data Lake
10 10 (8.20%) RDBMS
10 10 (8.20%) SQL Server 2008
11 9 (7.38%) Azure SQL Data Warehouse
11 9 (7.38%) Oracle Database 10g
12 8 (6.56%) Impala
12 8 (6.56%) Qlik Sense
12 8 (6.56%) SQL Server 2012
13 7 (5.74%) NoSQL
13 7 (5.74%) QlikView
Development Applications
1 11 (9.02%) Team Foundation Server
2 10 (8.20%) Visual Studio
3 6 (4.92%) PowerDesigner
3 6 (4.92%) Toad
3 6 (4.92%) XMLSpy
4 2 (1.64%) Git (software)
5 1 (0.82%) Eclipse
5 1 (0.82%) ERwin
5 1 (0.82%) JIRA
General
1 33 (27.05%) Finance
2 5 (4.10%) Publishing
2 5 (4.10%) Retail
3 3 (2.46%) Legal
4 2 (1.64%) Billing
4 2 (1.64%) General Ledger
4 2 (1.64%) Pharmaceutical
5 1 (0.82%) Banking
5 1 (0.82%) Front Office
Job Titles
1 62 (50.82%) Developer
2 20 (16.39%) SQL Developer
3 19 (15.57%) Architect
4 14 (11.48%) Business Intelligence Developer
5 12 (9.84%) Analyst
5 12 (9.84%) Data Architect
6 11 (9.02%) SQL Server Developer
7 10 (8.20%) Senior Developer
7 10 (8.20%) SSIS Developer
8 9 (7.38%) SSAS Developer
9 7 (5.74%) Consultant
10 6 (4.92%) C# Developer
10 6 (4.92%) Data Analyst
10 6 (4.92%) Data Engineer
10 6 (4.92%) Database Developer
10 6 (4.92%) Project Manager
10 6 (4.92%) Report Developer
10 6 (4.92%) SQL Database Developer
11 5 (4.10%) Big Data Engineer
11 5 (4.10%) SSRS Developer
Libraries, Frameworks & Software Standards
1 14 (11.48%) XML
2 8 (6.56%) .NET
3 7 (5.74%) Web Services
4 6 (4.92%) J2EE
4 6 (4.92%) Middleware
4 6 (4.92%) XML Schema
5 5 (4.10%) CSS
5 5 (4.10%) XSD
6 4 (3.28%) Kafka
7 3 (2.46%) HTML
8 2 (1.64%) Apache Avro
8 2 (1.64%) Django
8 2 (1.64%) GraphX
8 2 (1.64%) JMS
8 2 (1.64%) jQuery
8 2 (1.64%) JSON
8 2 (1.64%) MDX
8 2 (1.64%) MLlib
8 2 (1.64%) REST
8 2 (1.64%) SOAP
Miscellaneous
1 17 (13.93%) Analytical Skills
2 7 (5.74%) Management Information System
3 6 (4.92%) Greenfield Project
3 6 (4.92%) N-Tier
3 6 (4.92%) Reference Data
4 5 (4.10%) Data Structures
4 5 (4.10%) User Experience
5 4 (3.28%) NHS
6 3 (2.46%) Client/Server
7 2 (1.64%) Life Science
7 2 (1.64%) Virtual Team
8 1 (0.82%) Data Centre
8 1 (0.82%) Fintech
Operating Systems
1 4 (3.28%) Linux
2 3 (2.46%) Windows
3 1 (0.82%) Red Hat Enterprise Linux
3 1 (0.82%) Unix
Processes & Methodologies
1 70 (57.38%) Business Intelligence
2 47 (38.52%) Analytics
3 38 (31.15%) Data Modelling
4 37 (30.33%) ETL
5 25 (20.49%) Agile Software Development
6 22 (18.03%) Migration
7 18 (14.75%) Data Analytics
7 18 (14.75%) Performance Tuning
8 17 (13.93%) Visualisation
9 14 (11.48%) Data Analysis
9 14 (11.48%) Logical Data Model
10 13 (10.66%) Physical Data Model
11 12 (9.84%) CRM
12 11 (9.02%) Dashboard Development
12 11 (9.02%) Data Migration
12 11 (9.02%) Stakeholder Management
12 11 (9.02%) Validation
13 10 (8.20%) Data Management
13 10 (8.20%) Project Management
14 9 (7.38%) People Management
Programming Languages
1 61 (50.00%) SQL
2 20 (16.39%) Python
3 18 (14.75%) C#
4 16 (13.11%) T-SQL
5 13 (10.66%) Java
6 9 (7.38%) R
7 6 (4.92%) PL/SQL
8 4 (3.28%) JavaScript
8 4 (3.28%) PowerShell
9 3 (2.46%) U-SQL
10 2 (1.64%) Perl
10 2 (1.64%) Ruby
10 2 (1.64%) Shell Script
10 2 (1.64%) VBA
11 1 (0.82%) SAS Macro
Qualifications
1 4 (3.28%) Microsoft Certification
2 3 (2.46%) SC Cleared
2 3 (2.46%) Security Cleared
3 2 (1.64%) Degree
4 1 (0.82%) ISEB
Quality Assurance & Compliance
1 10 (8.20%) Data Quality
2 4 (3.28%) PMO
3 1 (0.82%) Actionable Recommendations
3 1 (0.82%) GDPR
3 1 (0.82%) QA
Systems Management
1 8 (6.56%) Oozie
2 2 (1.64%) Hadoop YARN
2 2 (1.64%) Mesos
Vendors
1 39 (31.97%) Microsoft
2 34 (27.87%) Oracle
3 10 (8.20%) Tableau
4 9 (7.38%) SAP
5 6 (4.92%) Altova
5 6 (4.92%) Cognos
6 5 (4.10%) Alteryx
6 5 (4.10%) IBM
6 5 (4.10%) Salesforce.com
7 4 (3.28%) MicroStrategy
8 2 (1.64%) Cloudera
9 1 (0.82%) Adobe
9 1 (0.82%) BMC
9 1 (0.82%) Hortonworks
9 1 (0.82%) Informatica
9 1 (0.82%) MuleSoft
9 1 (0.82%) Red Hat
9 1 (0.82%) Remedy
9 1 (0.82%) Talend