Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in Gloucestershire 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 24 November 2017 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
South West > Gloucestershire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 16 57 26
Rank change year-on-year +41 -31 +14
Contract jobs citing Data Warehouse 60 23 62
As % of all contract IT jobs advertised in Gloucestershire 9.04% 2.52% 6.20%
As % of the Database & Business Intelligence category 41.38% 10.65% 26.16%
Number of daily rates quoted 27 20 52
Gloucestershire median daily rate £425 £420 £433
Median daily rate % change year-on-year +1.19% -2.89% +19.31%
10th Percentile £350 £320 £339
90th Percentile £475 £475 £500
South West median daily rate £425 £375 £400
% change year-on-year +13.33% -6.25% +5.96%
Number of hourly rates quoted 0 0 0
Gloucestershire median hourly rate - - -
South West median hourly rate £13.25 £46.00 £30.00
% change year-on-year -71.20% +53.33% -21.57%

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 Gloucestershire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Gloucestershire
Contract vacancies with a requirement for database or business intelligence skills 145 216 237
As % of all contract IT jobs advertised in Gloucestershire 21.84% 23.66% 23.70%
Number of daily rates quoted 73 125 155
Gloucestershire median daily rate £425 £388 £400
Median daily rate % change year-on-year +9.68% -3.13% +14.29%
10th Percentile £303 £240 £244
90th Percentile £485 £575 £500
South West median daily rate £400 £370 £375
% change year-on-year +8.11% -1.33% -
Number of hourly rates quoted 6 4 8
Gloucestershire median hourly rate £56.00 £25.00 £48.13
Median hourly rate % change year-on-year +124.00% -48.06% -
10th Percentile £15.88 £15.15 £39.75
90th Percentile £59.13 £32.40 £56.53
South West median hourly rate £35.00 £26.50 £35.50
% change year-on-year +32.08% -25.35% +27.93%

Data Warehouse
Job Vacancy Trend in Gloucestershire

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Gloucestershire.

Job vacancy trend for Data Warehouse in Gloucestershire

Data Warehouse
Contractor Daily Rate Trend in Gloucestershire

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

Contractor daily rate trend for Data Warehouse in Gloucestershire

Data Warehouse
Contractor Daily Rate Histogram in Gloucestershire

The daily rate distribution of IT jobs citing Data Warehouse in Gloucestershire over the 6 months to 24 November 2017.

Contractor daily rate histogram for Data Warehouse in Gloucestershire

Data Warehouse
Contract Job Locations in Gloucestershire

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 Gloucestershire region over the 6 months to 24 November 2017. 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
Gloucester +12 30 £425 +6.25%
Cheltenham - 4 £380 - 2
Cirencester +2 2 £425 +2.41%
Filton - 1 £55 -
Data Warehouse
South West

For the 6 months to 24 November 2017, IT contractor jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Gloucestershire region with a requirement for Data Warehouse.

1 41 (68.33%) Business Intelligence
2 39 (65.00%) Finance
3 33 (55.00%) SQL
4 32 (53.33%) Agile Software Development
5 31 (51.67%) ETL
6 23 (38.33%) Teradata
7 16 (26.67%) Data Modelling
8 15 (25.00%) IBM InfoSphere
9 14 (23.33%) Analytical Skills
9 14 (23.33%) Scrum
10 13 (21.67%) Oracle
11 12 (20.00%) IBM
11 12 (20.00%) BusinessObjects
11 12 (20.00%) Banking
12 11 (18.33%) Data Analysis
13 10 (16.67%) DataStage
14 9 (15.00%) SAS
14 9 (15.00%) SQL Server
15 8 (13.33%) Stakeholder Management
15 8 (13.33%) Dimensional Modelling
15 8 (13.33%) Tableau
15 8 (13.33%) BusinessObjects Business Intelligence
16 7 (11.67%) Data Quality
16 7 (11.67%) Relational Database
16 7 (11.67%) Retail Banking
16 7 (11.67%) SAP
16 7 (11.67%) Data Mining
16 7 (11.67%) PL/SQL
17 6 (10.00%) Validation
17 6 (10.00%) Shell Script

Data Warehouse
Co-occurring IT Skills in Gloucestershire 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 9 (15.00%) SAS
2 4 (6.67%) Confluence
2 4 (6.67%) WebLogic
2 4 (6.67%) WebSphere
Applications
1 4 (6.67%) Microsoft Excel
Business Applications
1 4 (6.67%) Oracle BPM
Cloud Services
1 6 (10.00%) Amazon AWS
1 6 (10.00%) Amazon S3
Database & Business Intelligence
1 15 (25.00%) IBM InfoSphere
2 12 (20.00%) BusinessObjects
3 10 (16.67%) DataStage
4 9 (15.00%) SQL Server
5 8 (13.33%) BusinessObjects Business Intelligence
6 7 (11.67%) Data Mining
6 7 (11.67%) Relational Database
7 6 (10.00%) Amazon Redshift
7 6 (10.00%) SAS EBI
8 5 (8.33%) Crystal Reports
8 5 (8.33%) QlikView
9 4 (6.67%) Big Data
9 4 (6.67%) Power BI
9 4 (6.67%) SQL Server 2008
9 4 (6.67%) SQL Server 2012
9 4 (6.67%) SQL Server Integration Services
10 2 (3.33%) Enterprise Data Warehouse
10 2 (3.33%) Oracle ODI
10 2 (3.33%) SQL Server Analysis Services
10 2 (3.33%) SQL Server Reporting Services
Development Applications
1 5 (8.33%) ERwin
2 4 (6.67%) JIRA
2 4 (6.67%) JMeter
2 4 (6.67%) LoadRunner
2 4 (6.67%) Selenium
2 4 (6.67%) SoapUI
3 1 (1.67%) Toad
General
1 39 (65.00%) Finance
2 12 (20.00%) Banking
3 7 (11.67%) Retail Banking
4 5 (8.33%) Investment Banking
5 1 (1.67%) Retail
Job Titles
1 29 (48.33%) Developer
2 16 (26.67%) Analyst
3 10 (16.67%) Business Intelligence Analyst
4 7 (11.67%) Business Intelligence Developer
4 7 (11.67%) DataStage Developer
5 5 (8.33%) Analyst Developer
6 4 (6.67%) AWS Specialist
6 4 (6.67%) C++ Developer
6 4 (6.67%) C++/Java Developer
6 4 (6.67%) Data Warehouse Developer
6 4 (6.67%) Java Developer
6 4 (6.67%) Redshift Specialist
6 4 (6.67%) Teradata Developer
7 3 (5.00%) Data Analyst
7 3 (5.00%) DBA
7 3 (5.00%) Project Manager
7 3 (5.00%) Senior Manager
7 3 (5.00%) Senior Project Manager
7 3 (5.00%) SQL Developer
7 3 (5.00%) Teradata Analyst
Libraries, Frameworks & Software Standards
1 4 (6.67%) JSON
1 4 (6.67%) SOAP
1 4 (6.67%) XML
1 4 (6.67%) XSD
Miscellaneous
1 14 (23.33%) Analytical Skills
2 4 (6.67%) Management Information System
3 1 (1.67%) Greenfield Project
Operating Systems
1 5 (8.33%) Linux
2 4 (6.67%) AIX
3 1 (1.67%) Unix
3 1 (1.67%) Windows
3 1 (1.67%) Windows Server
Processes & Methodologies
1 41 (68.33%) Business Intelligence
2 32 (53.33%) Agile Software Development
3 31 (51.67%) ETL
4 16 (26.67%) Data Modelling
5 14 (23.33%) Scrum
6 11 (18.33%) Data Analysis
7 8 (13.33%) Dimensional Modelling
7 8 (13.33%) Stakeholder Management
8 6 (10.00%) Data Integration
8 6 (10.00%) Validation
9 5 (8.33%) Asset Management
9 5 (8.33%) Data Virtualisation
9 5 (8.33%) DevOps
9 5 (8.33%) Kimball Methodology
9 5 (8.33%) SDLC
10 4 (6.67%) Analytical Thinking
10 4 (6.67%) Business Analysis
10 4 (6.67%) Data Governance
10 4 (6.67%) Data Management
10 4 (6.67%) Kanban
Programming Languages
1 33 (55.00%) SQL
2 7 (11.67%) PL/SQL
3 6 (10.00%) Shell Script
4 4 (6.67%) C
4 4 (6.67%) C++
4 4 (6.67%) Java
4 4 (6.67%) Python
5 2 (3.33%) T-SQL
6 1 (1.67%) VBA
Qualifications
1 6 (10.00%) Security Cleared
2 3 (5.00%) Degree
2 3 (5.00%) HNC
2 3 (5.00%) HND
3 1 (1.67%) SC Cleared
Quality Assurance & Compliance
1 7 (11.67%) Data Quality
2 1 (1.67%) Disclosure Scotland
2 1 (1.67%) ISO 9000
2 1 (1.67%) SLA
System Software
1 1 (1.67%) ISA Server
Vendors
1 23 (38.33%) Teradata
2 13 (21.67%) Oracle
3 12 (20.00%) IBM
4 8 (13.33%) Tableau
5 7 (11.67%) SAP
6 6 (10.00%) MuleSoft
7 3 (5.00%) MicroStrategy
8 2 (3.33%) Netezza
9 1 (1.67%) Cognos