Period
to 19 August 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 19 August 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
19 Aug 2018
Same period 2017 Same period 2016
Rank 82 117 81
Rank change year-on-year +35 -36 -23
Contract jobs citing Data Warehouse 133 89 117
As % of all contract IT jobs advertised in the East of England 2.67% 1.89% 2.29%
As % of the Database & Business Intelligence category 14.58% 9.71% 10.80%
Number of daily rates quoted 98 58 77
East of England median daily rate £434 £450 £450
Median daily rate % change year-on-year -3.61% - +20.00%
10th Percentile £315 £311 £279
90th Percentile £575 £579 £538
England median daily rate £463 £450 £430
% change year-on-year +2.78% +4.65% +1.18%
Number of hourly rates quoted 0 0 0
East of England median hourly rate - - -
England median hourly rate £30.75 £19.50 £26.50
% change year-on-year +57.69% -26.42% -17.96%

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 912 917 1,083
As % of all contract IT jobs advertised in the East of England 18.30% 19.43% 21.23%
Number of daily rates quoted 583 529 659
East of England median daily rate £425 £400 £388
Median daily rate % change year-on-year +6.25% +3.23% +3.33%
10th Percentile £290 £274 £233
90th Percentile £575 £575 £513
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 22 16 41
East of England median hourly rate £25.00 £28.75 £35.00
Median hourly rate % change year-on-year -13.04% -17.86% +9.20%
10th Percentile £13.52 £15.27 £25.00
90th Percentile £45.90 £37.88 £45.75
England median hourly rate £30.00 £30.00 £28.50
% change year-on-year - +5.26% +9.62%

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 19 August 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 19 August 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 +21 54 £400 +10.34% 8
Bedfordshire +18 28 £438 -8.85% 3
Essex +3 25 £500 +4.60% 3
Cambridgeshire +1 12 £400 - 6
Suffolk -12 12 £500 +11.11% 1
East Anglia - 1 £475 - 1
Norfolk - 1 £475 - 1
Data Warehouse
England

For the 6 months to 19 August 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 83 (62.41%) Business Intelligence
2 65 (48.87%) SQL
3 60 (45.11%) SQL Server Integration Services
4 57 (42.86%) SQL Server
5 52 (39.10%) ETL
6 43 (32.33%) SQL Server Reporting Services
7 42 (31.58%) Data Modelling
7 42 (31.58%) Microsoft
8 41 (30.83%) SQL Server Analysis Services
9 40 (30.08%) Agile Software Development
10 35 (26.32%) Oracle
11 26 (19.55%) Data Quality
12 23 (17.29%) Analytics
13 20 (15.04%) Finance
14 19 (14.29%) Migration
15 17 (12.78%) T-SQL
15 17 (12.78%) Data Integration
15 17 (12.78%) QA
16 15 (11.28%) Data Architecture
17 14 (10.53%) Data Migration
17 14 (10.53%) Data Analysis
17 14 (10.53%) People Management
18 13 (9.77%) Hadoop
18 13 (9.77%) Visualisation
18 13 (9.77%) Big Data
18 13 (9.77%) Tableau
18 13 (9.77%) Scrum
19 12 (9.02%) Microsoft Azure
19 12 (9.02%) Amazon AWS
19 12 (9.02%) Retail

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 (7.52%) Apache Spark
2 6 (4.51%) SharePoint
3 2 (1.50%) Apache Airflow
3 2 (1.50%) Confluence
3 2 (1.50%) Elasticsearch
3 2 (1.50%) Luigi
3 2 (1.50%) Oracle SOA Suite
3 2 (1.50%) Oracle Workflow
4 1 (0.75%) BizTalk Server
4 1 (0.75%) SharePoint 2010
Applications
1 8 (6.02%) Microsoft Excel
2 4 (3.01%) MS Visio
3 3 (2.26%) Microsoft PowerPoint
4 1 (0.75%) Microsoft Office
Business Applications
1 5 (3.76%) HFM
1 5 (3.76%) Hyperion Planning
2 3 (2.26%) Oracle ERP
3 2 (1.50%) Dynamics CRM
3 2 (1.50%) Infor M3
3 2 (1.50%) Oracle EBS
4 1 (0.75%) Dynamics NAV
Cloud Services
1 12 (9.02%) Amazon AWS
1 12 (9.02%) Microsoft Azure
2 4 (3.01%) Amazon Kinesis
3 3 (2.26%) Cloud Computing
3 3 (2.26%) SaaS
4 2 (1.50%) Amazon EC2
4 2 (1.50%) Amazon EMR
4 2 (1.50%) Google Cloud Platform
4 2 (1.50%) Salesforce Sales Cloud
5 1 (0.75%) Google Compute Engine
5 1 (0.75%) Office 365
Database & Business Intelligence
1 60 (45.11%) SQL Server Integration Services
2 57 (42.86%) SQL Server
3 43 (32.33%) SQL Server Reporting Services
4 41 (30.83%) SQL Server Analysis Services
5 13 (9.77%) Big Data
5 13 (9.77%) Hadoop
6 12 (9.02%) Power BI
7 11 (8.27%) SQL Server 2008
8 9 (6.77%) NoSQL
8 9 (6.77%) Oracle Database
8 9 (6.77%) Qlik Sense
8 9 (6.77%) Relational Database
9 8 (6.02%) Apache Hive
9 8 (6.02%) RDBMS
10 7 (5.26%) Amazon Redshift
10 7 (5.26%) QlikView
10 7 (5.26%) SQL Server 2012
10 7 (5.26%) SSDT
11 5 (3.76%) Apache Kudu
11 5 (3.76%) Impala
Development Applications
1 11 (8.27%) JIRA
2 8 (6.02%) Visual Studio Team System
3 3 (2.26%) PowerDesigner
3 3 (2.26%) Team Foundation Server
4 2 (1.50%) SQL Server Management Studio (SSMS)
4 2 (1.50%) Visual Studio
5 1 (0.75%) Git (software)
5 1 (0.75%) JMeter
5 1 (0.75%) LoadRunner
5 1 (0.75%) Selenium
5 1 (0.75%) SoapUI
General
1 20 (15.04%) Finance
2 12 (9.02%) Retail
3 5 (3.76%) Legal
4 2 (1.50%) Front Office
4 2 (1.50%) Pharmaceutical
Job Titles
1 52 (39.10%) Developer
2 25 (18.80%) Architect
3 24 (18.05%) Business Intelligence Developer
4 17 (12.78%) Analyst
4 17 (12.78%) Business Intelligence Lead
5 16 (12.03%) Data Architect
6 10 (7.52%) ETL Developer
6 10 (7.52%) Team Leader
7 9 (6.77%) SQL Developer
8 7 (5.26%) Business Analyst
8 7 (5.26%) Business Intelligence Architect
8 7 (5.26%) Data Analyst
8 7 (5.26%) QlikView Developer
8 7 (5.26%) SSIS Developer
9 6 (4.51%) Business Intelligence Manager
9 6 (4.51%) Data Warehouse Developer
9 6 (4.51%) Lead Developer
10 5 (3.76%) Business Intelligence Analyst
10 5 (3.76%) Project Manager
10 5 (3.76%) Tester
Libraries, Frameworks & Software Standards
1 9 (6.77%) XML
2 6 (4.51%) Kafka
3 5 (3.76%) .NET
3 5 (3.76%) XSD
4 3 (2.26%) J2EE
4 3 (2.26%) Middleware
4 3 (2.26%) Web Services
4 3 (2.26%) XML Schema
5 2 (1.50%) ASP.NET
5 2 (1.50%) MDX
5 2 (1.50%) MLlib
6 1 (0.75%) Angular 2
6 1 (0.75%) AngularJS
6 1 (0.75%) ASP.NET Web API
6 1 (0.75%) CSS
6 1 (0.75%) HTML
6 1 (0.75%) JDBC
6 1 (0.75%) REST
6 1 (0.75%) SOAP
Miscellaneous
1 12 (9.02%) Analytical Skills
2 10 (7.52%) Data Structures
2 10 (7.52%) Management Information System
3 7 (5.26%) Reference Data
3 7 (5.26%) User Experience
4 5 (3.76%) Greenfield Project
5 3 (2.26%) NHS
5 3 (2.26%) N-Tier
6 2 (1.50%) Replication
7 1 (0.75%) Computer Science
7 1 (0.75%) FMCG
7 1 (0.75%) Mainframe
Operating Systems
1 9 (6.77%) Unix
2 4 (3.01%) Linux
3 1 (0.75%) Windows
Processes & Methodologies
1 83 (62.41%) Business Intelligence
2 52 (39.10%) ETL
3 42 (31.58%) Data Modelling
4 40 (30.08%) Agile Software Development
5 23 (17.29%) Analytics
6 19 (14.29%) Migration
7 17 (12.78%) Data Integration
8 15 (11.28%) Data Architecture
9 14 (10.53%) Data Analysis
9 14 (10.53%) Data Migration
9 14 (10.53%) People Management
10 13 (9.77%) Scrum
10 13 (9.77%) Visualisation
11 12 (9.02%) Dimensional Modelling
12 11 (8.27%) CRM
12 11 (8.27%) E-Commerce
12 11 (8.27%) Logical Data Model
12 11 (8.27%) Project Planning
12 11 (8.27%) Release Management
12 11 (8.27%) Stakeholder Management
Programming Languages
1 65 (48.87%) SQL
2 17 (12.78%) T-SQL
3 10 (7.52%) Python
4 9 (6.77%) PL/SQL
5 6 (4.51%) Shell Script
6 5 (3.76%) Java
7 4 (3.01%) C#
8 2 (1.50%) C++
8 2 (1.50%) JavaScript
8 2 (1.50%) Scala
8 2 (1.50%) VBA
9 1 (0.75%) FoxPro (VFP)
9 1 (0.75%) Go
9 1 (0.75%) HiveQL
9 1 (0.75%) Perl
9 1 (0.75%) PowerShell
9 1 (0.75%) Ruby
9 1 (0.75%) TypeScript
Qualifications
1 5 (3.76%) Security Cleared
2 2 (1.50%) Degree
2 2 (1.50%) ISEB
3 1 (0.75%) BPSS Clearance
3 1 (0.75%) DBS Check
3 1 (0.75%) ISTQB
3 1 (0.75%) Master's Degree
3 1 (0.75%) PMI Certification
3 1 (0.75%) PMP
Quality Assurance & Compliance
1 26 (19.55%) Data Quality
2 17 (12.78%) QA
3 4 (3.01%) PMO
4 1 (0.75%) GDPR
System Software
1 6 (4.51%) Apache Flume
2 5 (3.76%) HDFS
Systems Management
1 5 (3.76%) Oozie
2 3 (2.26%) Tivoli
Vendors
1 42 (31.58%) Microsoft
2 35 (26.32%) Oracle
3 13 (9.77%) Tableau
4 5 (3.76%) Hyperion
4 5 (3.76%) MicroStrategy
4 5 (3.76%) Salesforce.com
5 4 (3.01%) Informatica
6 3 (2.26%) Cognos
6 3 (2.26%) Google
6 3 (2.26%) IBM
6 3 (2.26%) Infor
6 3 (2.26%) Teradata
7 2 (1.50%) Databricks
7 2 (1.50%) Netezza
7 2 (1.50%) SAP
7 2 (1.50%) Talend