Period
to 20 May 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 20 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 of England
6 months to
20 May 2018
Same period 2017 Same period 2016
Rank 86 105 89
Rank change year-on-year +19 -16 -8
Contract jobs citing Data Warehouse 110 80 104
As % of all contract IT jobs advertised in the East of England 2.48% 1.84% 2.12%
As % of the Database & Business Intelligence category 12.73% 9.91% 11.66%
Number of daily rates quoted 84 56 72
East of England median daily rate £428 £406 £400
Median daily rate % change year-on-year +5.23% +1.56% -3.32%
10th Percentile £313 £296 £287
90th Percentile £584 £579 £530
England median daily rate £475 £440 £425
% change year-on-year +8.08% +3.41% -
Number of hourly rates quoted 0 2 6
East of England median hourly rate - £36.88 £62.50
Median hourly rate % change year-on-year - -41.00% +94.70%
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 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 864 807 892
As % of all contract IT jobs advertised in the East of England 19.48% 18.59% 18.14%
Number of daily rates quoted 513 495 527
East of England median daily rate £425 £400 £398
Median daily rate % change year-on-year +6.25% +0.63% +6.00%
10th Percentile £300 £252 £245
90th Percentile £575 £555 £551
England median daily rate £475 £447 £425
% change year-on-year +6.26% +5.18% +6.25%
Number of hourly rates quoted 25 21 34
East of England median hourly rate £24.00 £31.50 £38.00
Median hourly rate % change year-on-year -23.81% -17.11% +8.03%
10th Percentile £13.57 £12.05 £25.38
90th Percentile £45.60 £43.75 £61.45
England median hourly rate £32.00 £29.82 £27.50
% change year-on-year +7.33% +8.42% -4.15%

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 20 May 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 20 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
Essex +20 28 £500 +11.11% 6
Bedfordshire +8 27 £325 -27.78% 2
Hertfordshire -5 26 £400 +14.29% 8
Cambridgeshire +1 13 £419 +1.52% 5
Suffolk +1 11 £500 +11.11%
Norfolk -1 4 £475 +53.23% 1
East Anglia - 1 £475 -
Data Warehouse
England

For the 6 months to 20 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 of England region with a requirement for Data Warehouse.

1 65 (59.09%) SQL
2 47 (42.73%) SQL Server
2 47 (42.73%) Business Intelligence
3 38 (34.55%) ETL
4 36 (32.73%) SQL Server Integration Services
5 35 (31.82%) Microsoft
6 34 (30.91%) Data Modelling
7 33 (30.00%) Oracle
8 30 (27.27%) Agile Software Development
9 21 (19.09%) Migration
9 21 (19.09%) Analytics
10 20 (18.18%) SQL Server Analysis Services
11 19 (17.27%) SQL Server Reporting Services
12 17 (15.45%) Big Data
13 16 (14.55%) Visualisation
13 16 (14.55%) Python
13 16 (14.55%) Finance
14 15 (13.64%) T-SQL
15 14 (12.73%) Data Architecture
15 14 (12.73%) Data Quality
16 13 (11.82%) Data Migration
16 13 (11.82%) Hadoop
16 13 (11.82%) Data Analysis
16 13 (11.82%) Retail
17 12 (10.91%) Logical Data Model
17 12 (10.91%) Power BI
17 12 (10.91%) Performance Optimisation
18 11 (10.00%) Physical Data Model
18 11 (10.00%) User Experience
18 11 (10.00%) Apache Spark

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 11 (10.00%) Apache Spark
2 3 (2.73%) SharePoint
2 3 (2.73%) SharePoint 2010
3 2 (1.82%) Apache Airflow
3 2 (1.82%) Luigi
3 2 (1.82%) Oracle Workflow
4 1 (0.91%) Apache Pig
4 1 (0.91%) Oracle 10gAS
Applications
1 7 (6.36%) Microsoft Excel
2 4 (3.64%) MS Visio
3 3 (2.73%) Microsoft PowerPoint
4 2 (1.82%) Microsoft Office
4 2 (1.82%) SPSS
Business Applications
1 2 (1.82%) Dynamics CRM
2 1 (0.91%) Dynamics AX
Cloud Services
1 11 (10.00%) Amazon AWS
2 10 (9.09%) Microsoft Azure
3 3 (2.73%) Amazon EC2
3 3 (2.73%) Amazon EMR
3 3 (2.73%) Amazon Kinesis
3 3 (2.73%) Data Lake Analytics
3 3 (2.73%) Office 365
4 2 (1.82%) Amazon S3
4 2 (1.82%) Azure Data Factory
4 2 (1.82%) Azure Machine Learning
4 2 (1.82%) Cloud Computing
4 2 (1.82%) Google Cloud Platform
4 2 (1.82%) SaaS
4 2 (1.82%) Serverless
5 1 (0.91%) AWS Lambda
5 1 (0.91%) Dynamics 365
5 1 (0.91%) Google Compute Engine
5 1 (0.91%) Salesforce Sales Cloud
5 1 (0.91%) Virtual Private Cloud
Communications & Networking
1 1 (0.91%) VPN
Database & Business Intelligence
1 47 (42.73%) SQL Server
2 36 (32.73%) SQL Server Integration Services
3 20 (18.18%) SQL Server Analysis Services
4 19 (17.27%) SQL Server Reporting Services
5 17 (15.45%) Big Data
6 13 (11.82%) Hadoop
7 12 (10.91%) Power BI
8 11 (10.00%) Oracle Database
8 11 (10.00%) Qlik Sense
8 11 (10.00%) Relational Database
9 10 (9.09%) QlikView
10 9 (8.18%) NoSQL
11 8 (7.27%) RDBMS
12 7 (6.36%) Azure SQL Data Warehouse
12 7 (6.36%) Data Lake
12 7 (6.36%) SSDT
13 5 (4.55%) Enterprise Data Warehouse
13 5 (4.55%) OLAP
13 5 (4.55%) Oracle Database 10g
13 5 (4.55%) SQL Server 2012
Development Applications
1 7 (6.36%) JIRA
1 7 (6.36%) Team Foundation Server
2 6 (5.45%) Visual Studio
3 5 (4.55%) Visual Studio Team System
4 3 (2.73%) PowerDesigner
5 2 (1.82%) Git (software)
5 2 (1.82%) SQL Server Management Studio (SSMS)
General
1 16 (14.55%) Finance
2 13 (11.82%) Retail
3 7 (6.36%) Legal
4 3 (2.73%) Front Office
4 3 (2.73%) Pharmaceutical
5 2 (1.82%) Billing
6 1 (0.91%) Banking
6 1 (0.91%) General Ledger
6 1 (0.91%) Publishing
Job Titles
1 47 (42.73%) Developer
2 19 (17.27%) Architect
3 14 (12.73%) Analyst
4 12 (10.91%) Data Architect
5 10 (9.09%) QlikView Developer
5 10 (9.09%) SQL Developer
6 7 (6.36%) Business Intelligence Developer
6 7 (6.36%) Consultant
6 7 (6.36%) Data Warehouse Developer
6 7 (6.36%) ETL Developer
7 6 (5.45%) Data Analyst
7 6 (5.45%) SSIS Developer
8 5 (4.55%) Business Analyst
8 5 (4.55%) Business Intelligence Architect
8 5 (4.55%) Data Engineer
8 5 (4.55%) Data Migration Specialist
8 5 (4.55%) Migration Specialist
8 5 (4.55%) Project Manager
8 5 (4.55%) Technical Architect
9 4 (3.64%) MicroStrategy Developer
Libraries, Frameworks & Software Standards
1 8 (7.27%) .NET
2 7 (6.36%) XML
3 6 (5.45%) CSS
4 5 (4.55%) XSD
5 4 (3.64%) HTML
6 3 (2.73%) J2EE
6 3 (2.73%) Kafka
6 3 (2.73%) Middleware
6 3 (2.73%) XML Schema
7 2 (1.82%) Django
7 2 (1.82%) jQuery
7 2 (1.82%) MLlib
8 1 (0.91%) ASP.NET
8 1 (0.91%) Web Services
Miscellaneous
1 11 (10.00%) Management Information System
1 11 (10.00%) User Experience
2 9 (8.18%) Analytical Skills
2 9 (8.18%) Data Structures
3 8 (7.27%) Reference Data
4 7 (6.36%) NHS
5 3 (2.73%) Client/Server
5 3 (2.73%) Greenfield Project
5 3 (2.73%) N-Tier
6 2 (1.82%) Life Science
6 2 (1.82%) Replication
7 1 (0.91%) Data Centre
7 1 (0.91%) Mainframe
7 1 (0.91%) Virtual Team
Operating Systems
1 6 (5.45%) Linux
2 5 (4.55%) Unix
3 2 (1.82%) Windows
Processes & Methodologies
1 47 (42.73%) Business Intelligence
2 38 (34.55%) ETL
3 34 (30.91%) Data Modelling
4 30 (27.27%) Agile Software Development
5 21 (19.09%) Analytics
5 21 (19.09%) Migration
6 16 (14.55%) Visualisation
7 14 (12.73%) Data Architecture
8 13 (11.82%) Data Analysis
8 13 (11.82%) Data Migration
9 12 (10.91%) Logical Data Model
9 12 (10.91%) Performance Optimisation
10 11 (10.00%) Data Visualisation
10 11 (10.00%) Physical Data Model
11 10 (9.09%) CRM
11 10 (9.09%) Data Integration
11 10 (9.09%) Data Mapping
11 10 (9.09%) Decision-Making
11 10 (9.09%) Dimensional Modelling
11 10 (9.09%) Performance Tuning
Programming Languages
1 65 (59.09%) SQL
2 16 (14.55%) Python
3 15 (13.64%) T-SQL
4 11 (10.00%) Java
5 10 (9.09%) C#
6 5 (4.55%) JavaScript
7 4 (3.64%) PL/SQL
8 3 (2.73%) Perl
8 3 (2.73%) PowerShell
8 3 (2.73%) R
8 3 (2.73%) Ruby
9 2 (1.82%) C++
9 2 (1.82%) Scala
9 2 (1.82%) Shell Script
9 2 (1.82%) U-SQL
9 2 (1.82%) VBA
10 1 (0.91%) Go
10 1 (0.91%) HiveQL
Qualifications
1 4 (3.64%) Security Cleared
2 2 (1.82%) Degree
2 2 (1.82%) Microsoft Certification
3 1 (0.91%) DBS Check
3 1 (0.91%) ISEB
3 1 (0.91%) Master's Degree
3 1 (0.91%) PMI Certification
3 1 (0.91%) PMP
Quality Assurance & Compliance
1 14 (12.73%) Data Quality
2 7 (6.36%) PMO
3 6 (5.45%) QA
4 2 (1.82%) GDPR
System Software
1 2 (1.82%) Apache Flume
1 2 (1.82%) HDFS
Systems Management
1 4 (3.64%) Oozie
2 3 (2.73%) Tivoli
Vendors
1 35 (31.82%) Microsoft
2 33 (30.00%) Oracle
3 4 (3.64%) MicroStrategy
4 3 (2.73%) Cognos
4 3 (2.73%) Google
4 3 (2.73%) IBM
4 3 (2.73%) SAP
4 3 (2.73%) Tableau
5 2 (1.82%) Netezza
5 2 (1.82%) Salesforce.com
6 1 (0.91%) Alteryx
6 1 (0.91%) Hortonworks