Period
to 17 November 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 17 November 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
17 Nov 2018
Same period 2017 Same period 2016
Rank 89 98 85
Rank change year-on-year +9 -13 -32
Contract jobs citing Data Warehouse 131 121 112
As % of all contract IT jobs advertised in the East of England 2.59% 2.35% 2.30%
As % of the Database & Business Intelligence category 14.07% 12.25% 9.96%
Number of daily rates quoted 86 98 74
East of England median daily rate £450 £375 £408
Median daily rate % change year-on-year +20.00% -7.98% +8.52%
10th Percentile £331 £300 £277
90th Percentile £575 £565 £525
England median daily rate £450 £450 £438
% change year-on-year - +2.86% +2.94%
Number of hourly rates quoted 0 0 0
East of England median hourly rate - - -
England median hourly rate £20.25 £27.50 £42.00
% change year-on-year -26.36% -34.52% +58.67%

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 931 988 1,124
As % of all contract IT jobs advertised in the East of England 18.40% 19.17% 23.05%
Number of daily rates quoted 567 571 693
East of England median daily rate £425 £400 £375
Median daily rate % change year-on-year +6.25% +6.67% -
10th Percentile £300 £283 £233
90th Percentile £575 £569 £538
England median daily rate £475 £454 £425
% change year-on-year +4.63% +6.82% +3.03%
Number of hourly rates quoted 16 20 42
East of England median hourly rate £30.95 £29.50 £36.82
Median hourly rate % change year-on-year +4.92% -19.88% +16.85%
10th Percentile £14.59 £16.18 £16.30
90th Percentile £46.88 £40.38 £45.98
England median hourly rate £34.25 £31.75 £28.00
% change year-on-year +7.87% +13.39% +0.79%

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 17 November 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 17 November 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 +2 49 £448 +33.58% 12
Bedfordshire +24 29 £450 +29.50% 3
Essex -15 22 £475 -10.59% 3
Cambridgeshire +19 19 £425 +26.87% 22
Suffolk -13 7 £413 -11.53% 1
Norfolk +7 3 - - 4
Data Warehouse
England

For the 6 months to 17 November 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 87 (66.41%) Business Intelligence
2 64 (48.85%) SQL
3 57 (43.51%) ETL
4 52 (39.69%) SQL Server
5 51 (38.93%) SQL Server Integration Services
6 41 (31.30%) SQL Server Reporting Services
7 39 (29.77%) SQL Server Analysis Services
8 38 (29.01%) Microsoft
8 38 (29.01%) Agile Software Development
9 37 (28.24%) Data Modelling
10 29 (22.14%) Oracle
11 25 (19.08%) Relational Database
11 25 (19.08%) Analytical Skills
12 23 (17.56%) Analytics
12 23 (17.56%) Data Integration
13 18 (13.74%) Data Analysis
13 18 (13.74%) Apache Hive
14 17 (12.98%) Scrum
14 17 (12.98%) Test Scripting
15 16 (12.21%) Data Quality
15 16 (12.21%) Power BI
16 15 (11.45%) Tableau
16 15 (11.45%) Finance
16 15 (11.45%) ERP
17 14 (10.69%) Informatica
17 14 (10.69%) T-SQL
17 14 (10.69%) SQL Server 2008
17 14 (10.69%) Microsoft Azure
17 14 (10.69%) QA
17 14 (10.69%) ETL Development

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 12 (9.16%) Apache Spark
2 5 (3.82%) SharePoint
3 3 (2.29%) Confluence
3 3 (2.29%) Elasticsearch
4 2 (1.53%) Oracle SOA Suite
5 1 (0.76%) BizTalk Server
Applications
1 8 (6.11%) Microsoft Excel
2 5 (3.82%) Microsoft Office
3 2 (1.53%) MS Visio
3 2 (1.53%) Spreadsheet
4 1 (0.76%) Microsoft PowerPoint
Business Applications
1 8 (6.11%) Infor M3
2 6 (4.58%) HFM
2 6 (4.58%) Hyperion Planning
3 4 (3.05%) Oracle ERP
4 2 (1.53%) Oracle EBS
5 1 (0.76%) Cognos TM1
5 1 (0.76%) Dynamics NAV
Cloud Services
1 14 (10.69%) Microsoft Azure
2 11 (8.40%) Amazon AWS
3 4 (3.05%) Amazon EMR
3 4 (3.05%) Amazon S3
4 3 (2.29%) Amazon Kinesis
4 3 (2.29%) Office 365
5 2 (1.53%) Cloud Computing
6 1 (0.76%) Amazon ElastiCache
6 1 (0.76%) Amazon SQS
6 1 (0.76%) AWS Lambda
6 1 (0.76%) SaaS
6 1 (0.76%) Salesforce Sales Cloud
6 1 (0.76%) Serverless
Communications & Networking
1 2 (1.53%) Extranet
Database & Business Intelligence
1 52 (39.69%) SQL Server
2 51 (38.93%) SQL Server Integration Services
3 41 (31.30%) SQL Server Reporting Services
4 39 (29.77%) SQL Server Analysis Services
5 25 (19.08%) Relational Database
6 18 (13.74%) Apache Hive
7 16 (12.21%) Power BI
8 14 (10.69%) SQL Server 2008
9 13 (9.92%) Hadoop
9 13 (9.92%) OLAP
10 11 (8.40%) MySQL
11 10 (7.63%) Big Data
11 10 (7.63%) NoSQL
11 10 (7.63%) PostgreSQL
12 9 (6.87%) RDBMS
13 8 (6.11%) Amazon Redshift
13 8 (6.11%) MongoDB
14 6 (4.58%) Amazon Aurora
14 6 (4.58%) Apache Kudu
14 6 (4.58%) Impala
Development Applications
1 5 (3.82%) JIRA
2 4 (3.05%) GitLab
3 3 (2.29%) PowerDesigner
3 3 (2.29%) Visual Studio Team System
4 2 (1.53%) Selenium
4 2 (1.53%) SoapUI
4 2 (1.53%) Team Foundation Server
5 1 (0.76%) Eclipse
5 1 (0.76%) ERwin
5 1 (0.76%) Git (software)
5 1 (0.76%) JBehave
5 1 (0.76%) JMeter
5 1 (0.76%) JUnit
5 1 (0.76%) LoadRunner
General
1 15 (11.45%) Finance
2 9 (6.87%) Retail
3 5 (3.82%) Pharmaceutical
4 4 (3.05%) Publishing
5 3 (2.29%) Marketing
6 1 (0.76%) Manufacturing
Job Titles
1 55 (41.98%) Developer
2 28 (21.37%) Business Intelligence Developer
3 25 (19.08%) Analyst
4 20 (15.27%) Business Intelligence Lead
5 18 (13.74%) Architect
6 13 (9.92%) ETL Developer
7 12 (9.16%) SQL Developer
8 11 (8.40%) Data Analyst
8 11 (8.40%) Data Architect
8 11 (8.40%) Team Leader
9 7 (5.34%) SQL BI Developer
10 6 (4.58%) Lead Developer
11 5 (3.82%) Information Analyst
11 5 (3.82%) OBIEE Developer
12 4 (3.05%) Business Analyst
12 4 (3.05%) Business Intelligence Manager
12 4 (3.05%) Microsoft Developer
12 4 (3.05%) Oracle Developer
12 4 (3.05%) Senior Developer
12 4 (3.05%) SSIS Developer
Libraries, Frameworks & Software Standards
1 8 (6.11%) Web Services
2 7 (5.34%) Kafka
3 6 (4.58%) REST
3 6 (4.58%) SOAP
3 6 (4.58%) XML
4 5 (3.82%) MDX
4 5 (3.82%) Middleware
5 4 (3.05%) .NET
5 4 (3.05%) Apache Camel
6 3 (2.29%) J2EE
6 3 (2.29%) XML Schema
7 2 (1.53%) LDAP
7 2 (1.53%) Spring
7 2 (1.53%) XSD
8 1 (0.76%) .NET Framework
8 1 (0.76%) AngularJS
8 1 (0.76%) ASP.NET
8 1 (0.76%) Java EE
8 1 (0.76%) JSON
8 1 (0.76%) Oracle Fusion
Miscellaneous
1 25 (19.08%) Analytical Skills
2 11 (8.40%) Data Structures
3 6 (4.58%) Computer Science
4 5 (3.82%) NHS
5 4 (3.05%) Greenfield Project
5 4 (3.05%) N-Tier
6 2 (1.53%) Management Information System
6 2 (1.53%) Reference Data
7 1 (0.76%) Algorithms
7 1 (0.76%) FMCG
7 1 (0.76%) Life Science
7 1 (0.76%) Replication
Operating Systems
1 13 (9.92%) Unix
2 1 (0.76%) Linux
Processes & Methodologies
1 87 (66.41%) Business Intelligence
2 57 (43.51%) ETL
3 38 (29.01%) Agile Software Development
4 37 (28.24%) Data Modelling
5 23 (17.56%) Analytics
5 23 (17.56%) Data Integration
6 18 (13.74%) Data Analysis
7 17 (12.98%) Scrum
7 17 (12.98%) Test Scripting
8 15 (11.45%) ERP
9 14 (10.69%) ETL Development
10 13 (9.92%) Migration
10 13 (9.92%) Release Management
10 13 (9.92%) Stakeholder Management
11 12 (9.16%) People Management
11 12 (9.16%) Visualisation
12 11 (8.40%) Data Engineering
13 10 (7.63%) Project Planning
14 9 (6.87%) Data Migration
14 9 (6.87%) E-Commerce
Programming Languages
1 64 (48.85%) SQL
2 14 (10.69%) T-SQL
3 13 (9.92%) Shell Script
4 11 (8.40%) Python
5 10 (7.63%) PL/SQL
6 5 (3.82%) C#
7 3 (2.29%) Bash Shell
7 3 (2.29%) Java
7 3 (2.29%) PowerShell
8 2 (1.53%) Go
8 2 (1.53%) VB
8 2 (1.53%) VBA
9 1 (0.76%) FoxPro (VFP)
9 1 (0.76%) JavaScript
9 1 (0.76%) RPG
9 1 (0.76%) TypeScript
Qualifications
1 6 (4.58%) Security Cleared
2 3 (2.29%) ITIL Certification
3 2 (1.53%) Degree
4 1 (0.76%) BPSS Clearance
4 1 (0.76%) ISEB
4 1 (0.76%) ISTQB
4 1 (0.76%) SC Cleared
Quality Assurance & Compliance
1 16 (12.21%) Data Quality
2 14 (10.69%) QA
3 2 (1.53%) PMO
System Software
1 7 (5.34%) Apache Flume
2 6 (4.58%) HDFS
3 3 (2.29%) Docker
3 3 (2.29%) Hyper-V
3 3 (2.29%) VMware Infrastructure
4 2 (1.53%) Active Directory
Systems Management
1 6 (4.58%) Oozie
2 3 (2.29%) Ansible
2 3 (2.29%) Opscode Chef
2 3 (2.29%) Puppet
Vendors
1 38 (29.01%) Microsoft
2 29 (22.14%) Oracle
3 15 (11.45%) Tableau
4 14 (10.69%) Informatica
5 8 (6.11%) Infor
6 7 (5.34%) MicroStrategy
6 7 (5.34%) Talend
7 6 (4.58%) Hyperion
8 4 (3.05%) SAP
8 4 (3.05%) Teradata
9 3 (2.29%) Salesforce.com
9 3 (2.29%) VMware
10 2 (1.53%) CheckPoint
10 2 (1.53%) Citrix
10 2 (1.53%) Cognos
10 2 (1.53%) Databricks