Period
to 23 June 2018

The following table provides summary statistics for contract job vacancies advertised in the South West with a requirement for Enterprise Data Warehouse skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Enterprise Data Warehouse over the 6 months to 23 June 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.

Enterprise Data Warehouse (EDW)
England > South West
6 months to
23 Jun 2018
Same period 2017 Same period 2016
Rank 190 199 211
Rank change year-on-year +9 +12 -6
Contract jobs citing Enterprise Data Warehouse 8 6 1
As % of all contract IT jobs advertised in the South West 0.16% 0.11% 0.017%
As % of the Database & Business Intelligence category 0.76% 0.61% 0.084%
Number of daily rates quoted 5 1 1
South West median daily rate £525 £490 £425
Median daily rate % change year-on-year +7.14% +15.29% +40.50%
10th Percentile £448 £470 £413
90th Percentile £538 £510 £438
England median daily rate £513 £438 £550
% change year-on-year +17.14% -20.45% +10.00%
Number of hourly rates quoted 0 0 0
South West median hourly rate - - -
England median hourly rate - £28.25 £62.50
% change year-on-year - -54.80% +94.70%

Enterprise 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 South West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South West
Contract vacancies with a requirement for database or business intelligence skills 1,047 991 1,186
As % of all contract IT jobs advertised in the South West 20.71% 18.75% 20.21%
Number of daily rates quoted 714 633 851
South West median daily rate £416 £375 £375
Median daily rate % change year-on-year +11.00% - -
10th Percentile £288 £261 £263
90th Percentile £563 £525 £525
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 10 24 18
South West median hourly rate £36.50 £40.00 £33.25
Median hourly rate % change year-on-year -8.75% +20.30% +52.87%
10th Percentile £17.70 £12.90 £12.00
90th Percentile £59.50 £48.75 £47.38
England median hourly rate £34.00 £30.00 £30.25
% change year-on-year +13.33% -0.83% +21.00%

Enterprise Data Warehouse
Job Vacancy Trend in the South West

Job postings citing Enterprise Data Warehouse as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for Enterprise Data Warehouse in the South West

Enterprise Data Warehouse
Contractor Daily Rate Trend in the South West

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Enterprise Data Warehouse in the South West.

Contractor daily rate trend for Enterprise Data Warehouse in the South West

Enterprise Data Warehouse
Contract Job Locations in the South West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Enterprise Data Warehouse within the South West region over the 6 months to 23 June 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
Somerset - 3 £525 -
Wiltshire +5 2 - -
Bristol - 2 £475 -
Gloucestershire - 1 £475 - 5
Enterprise Data Warehouse
England

For the 6 months to 23 June 2018, IT contractor jobs citing Enterprise 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 South West region with a requirement for Enterprise Data Warehouse.

1 8 (100.00%) Data Warehouse
2 6 (75.00%) Data Modelling
2 6 (75.00%) SQL
3 5 (62.50%) Star Schema
3 5 (62.50%) Finance
3 5 (62.50%) Analytics
3 5 (62.50%) Big Data
4 4 (50.00%) Data Quality
4 4 (50.00%) Hadoop
4 4 (50.00%) Agile Software Development
5 3 (37.50%) Business Intelligence
5 3 (37.50%) Teradata
5 3 (37.50%) Oracle
5 3 (37.50%) OLAP
5 3 (37.50%) ETL
5 3 (37.50%) Apache Hive
5 3 (37.50%) Machine Learning
5 3 (37.50%) Kafka
5 3 (37.50%) Kimball Methodology
5 3 (37.50%) Oozie
5 3 (37.50%) Apache Spark
5 3 (37.50%) OLAP Cube
5 3 (37.50%) SQL Optimisation
5 3 (37.50%) Data Science
6 2 (25.00%) Data Strategy
6 2 (25.00%) Cognos Framework Manager
6 2 (25.00%) Analytical Skills
6 2 (25.00%) Oracle Database 12c
6 2 (25.00%) Oracle Database
6 2 (25.00%) Shell Script

Enterprise Data Warehouse
Co-occurring IT Skills in the South West 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 3 (37.50%) Apache Spark
2 1 (12.50%) SAS
Business Applications
1 1 (12.50%) Cognos Business Intelligence
Database & Business Intelligence
1 8 (100.00%) Data Warehouse
2 5 (62.50%) Big Data
2 5 (62.50%) Star Schema
3 4 (50.00%) Hadoop
4 3 (37.50%) Apache Hive
4 3 (37.50%) OLAP
4 3 (37.50%) OLAP Cube
5 2 (25.00%) Cognos Framework Manager
5 2 (25.00%) DataStage
5 2 (25.00%) Oracle Database
5 2 (25.00%) Oracle Database 11g
5 2 (25.00%) Oracle Database 12c
5 2 (25.00%) SQL Server
5 2 (25.00%) SQL Server Integration Services
6 1 (12.50%) DB2
6 1 (12.50%) IBM InfoSphere
6 1 (12.50%) MySQL
6 1 (12.50%) QualityStage
6 1 (12.50%) RDBMS
6 1 (12.50%) SAP Data Services
General
1 5 (62.50%) Finance
2 1 (12.50%) Banking
2 1 (12.50%) Law
2 1 (12.50%) Retail
Job Titles
1 4 (50.00%) Developer
2 3 (37.50%) Big Data Engineer
2 3 (37.50%) Data Engineer
2 3 (37.50%) Hadoop Engineer
3 2 (25.00%) Business Intelligence Developer
3 2 (25.00%) Data Warehouse Developer
4 1 (12.50%) Designer
4 1 (12.50%) ETL Developer
4 1 (12.50%) Senior Developer
4 1 (12.50%) Senior ETL Developer
Libraries, Frameworks & Software Standards
1 3 (37.50%) Kafka
2 1 (12.50%) XML
2 1 (12.50%) XML Schema
Miscellaneous
1 2 (25.00%) Analytical Skills
2 1 (12.50%) Management Information System
2 1 (12.50%) Reference Data
Operating Systems
1 2 (25.00%) Linux
1 2 (25.00%) Unix
2 1 (12.50%) Windows
2 1 (12.50%) Windows Server
Processes & Methodologies
1 6 (75.00%) Data Modelling
2 5 (62.50%) Analytics
3 4 (50.00%) Agile Software Development
4 3 (37.50%) Business Intelligence
4 3 (37.50%) Data Science
4 3 (37.50%) ETL
4 3 (37.50%) Kimball Methodology
4 3 (37.50%) Machine Learning
4 3 (37.50%) SQL Optimisation
5 2 (25.00%) Data Governance
5 2 (25.00%) Data Integration
5 2 (25.00%) Data Management
5 2 (25.00%) Data Strategy
5 2 (25.00%) Release Management
5 2 (25.00%) Supplier Management
6 1 (12.50%) Continuous Improvement
6 1 (12.50%) Data Architecture
6 1 (12.50%) Dimensional Modelling
6 1 (12.50%) Performance Management
6 1 (12.50%) Requirements Analysis
Programming Languages
1 6 (75.00%) SQL
2 2 (25.00%) PL/SQL
2 2 (25.00%) Shell Script
3 1 (12.50%) Bash Shell
3 1 (12.50%) Korn
3 1 (12.50%) T-SQL
Qualifications
1 2 (25.00%) SC Cleared
1 2 (25.00%) Security Cleared
Quality Assurance & Compliance
1 4 (50.00%) Data Quality
Systems Management
1 3 (37.50%) Oozie
Vendors
1 3 (37.50%) Oracle
1 3 (37.50%) Teradata
2 2 (25.00%) Cognos
2 2 (25.00%) IBM
2 2 (25.00%) Informatica
3 1 (12.50%) Netezza