Period
to 24 June 2018

The following table provides summary statistics for contract job vacancies advertised in the South West 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 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.

Data Warehousing
England > South West
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 63 82 66
Rank change year-on-year +19 -16 -21
Contract jobs citing Data Warehouse 159 135 167
As % of all contract IT jobs advertised in the South West 3.14% 2.56% 2.84%
As % of the Database & Business Intelligence category 15.20% 13.62% 14.10%
Number of daily rates quoted 119 92 126
South West median daily rate £450 £400 £406
Median daily rate % change year-on-year +12.50% -1.54% +8.33%
10th Percentile £360 £310 £259
90th Percentile £538 £521 £531
England median daily rate £475 £450 £435
% change year-on-year +5.56% +3.45% +2.35%
Number of hourly rates quoted 1 2 3
South West median hourly rate £140.00 £40.00 £38.75
Median hourly rate % change year-on-year +250.00% +3.23% +34.78%
10th Percentile £135.00 £37.50 £17.55
90th Percentile £145.00 £42.50 £48.55
England median hourly rate £30.75 £34.62 £26.00
% change year-on-year -11.18% +33.15% -23.53%

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 1,046 991 1,184
As % of all contract IT jobs advertised in the South West 20.69% 18.76% 20.14%
Number of daily rates quoted 713 633 849
South West median daily rate £415 £375 £375
Median daily rate % change year-on-year +10.67% - -
10th Percentile £288 £261 £262
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 £29.25
% change year-on-year +13.33% +2.56% +17.00%

Data Warehouse
Job Vacancy Trend in the South West

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

Job vacancy trend for Data Warehouse in the South West

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 Data Warehouse in the South West.

Contractor daily rate trend for Data Warehouse in the South West

Data Warehouse
Contractor Daily Rate Histogram in the South West

The daily rate distribution of IT jobs citing Data Warehouse in the South West over the 6 months to 24 June 2018.

Contractor daily rate histogram for Data Warehouse in the South West

Data Warehouse
Contractor Hourly Rate Trend in the South West

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Warehouse in the South West.

Contractor hourly rate trend for Data Warehouse in the South West

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 Data Warehouse within the South West region over the 6 months to 24 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
Gloucestershire +21 48 £450 +12.50% 15
Bristol +13 48 £436 +2.65% 12
Wiltshire +7 28 £444 -1.39% 2
Devon +3 14 £400 +23.08% 2
Dorset -11 8 £525 +5.53% 4
Somerset +3 5 £525 +40.00% 7
Cornwall - 3 - -
Data Warehouse
England

For the 6 months to 24 June 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 South West region with a requirement for Data Warehouse.

1 88 (55.35%) Business Intelligence
2 79 (49.69%) SQL
3 66 (41.51%) ETL
4 62 (38.99%) Finance
5 52 (32.70%) Agile Software Development
6 37 (23.27%) Data Modelling
7 36 (22.64%) Oracle
8 31 (19.50%) SQL Server Integration Services
9 30 (18.87%) SQL Server
10 27 (16.98%) Analytics
11 25 (15.72%) Teradata
12 24 (15.09%) Banking
13 21 (13.21%) Data Analysis
13 21 (13.21%) Scrum
14 20 (12.58%) PL/SQL
14 20 (12.58%) Microsoft
15 19 (11.95%) Tableau
15 19 (11.95%) Analytical Skills
16 18 (11.32%) Microsoft Azure
16 18 (11.32%) SAP
16 18 (11.32%) Stakeholder Management
17 17 (10.69%) Migration
17 17 (10.69%) Dimensional Modelling
18 16 (10.06%) Security Cleared
18 16 (10.06%) Amazon AWS
18 16 (10.06%) SQL Server Reporting Services
18 16 (10.06%) Unix
19 15 (9.43%) Continuous Integration
19 15 (9.43%) Relational Database
20 14 (8.81%) DevOps

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 11 (6.92%) SAS
2 10 (6.29%) Confluence
3 4 (2.52%) Apache Spark
3 4 (2.52%) SharePoint
4 1 (0.63%) Apache
4 1 (0.63%) MS Exchange
4 1 (0.63%) SharePoint Server
4 1 (0.63%) Tomcat
4 1 (0.63%) WebSphere
Applications
1 5 (3.14%) Microsoft Excel
2 2 (1.26%) Microsoft Office
2 2 (1.26%) MS Visio
3 1 (0.63%) Microsoft PowerPoint
Business Applications
1 1 (0.63%) Cognos Business Intelligence
1 1 (0.63%) Oracle Financials
Cloud Services
1 18 (11.32%) Microsoft Azure
2 16 (10.06%) Amazon AWS
3 8 (5.03%) Amazon S3
4 4 (2.52%) Azure Data Factory
5 1 (0.63%) Cortana Intelligence Suite
5 1 (0.63%) GitHub
5 1 (0.63%) Office 365
5 1 (0.63%) Trello
Communications & Networking
1 2 (1.26%) Firewall
2 1 (0.63%) DHCP
2 1 (0.63%) DNS
2 1 (0.63%) Internet
2 1 (0.63%) Intranet
Database & Business Intelligence
1 31 (19.50%) SQL Server Integration Services
2 30 (18.87%) SQL Server
3 16 (10.06%) SQL Server Reporting Services
4 15 (9.43%) Relational Database
5 13 (8.18%) DataStage
6 12 (7.55%) BusinessObjects
6 12 (7.55%) Star Schema
7 11 (6.92%) Amazon Redshift
7 11 (6.92%) Hadoop
7 11 (6.92%) Power BI
7 11 (6.92%) SQL Server Analysis Services
8 10 (6.29%) Big Data
9 8 (5.03%) BusinessObjects Business Intelligence
9 8 (5.03%) Enterprise Data Warehouse
9 8 (5.03%) IBM InfoSphere
9 8 (5.03%) SAS EBI
10 7 (4.40%) Crystal Reports
11 6 (3.77%) Data Mining
12 5 (3.14%) MySQL
12 5 (3.14%) SQL Server 2016
Development Applications
1 13 (8.18%) JIRA
2 7 (4.40%) Git (software)
3 5 (3.14%) ERwin
4 3 (1.89%) GitLab
4 3 (1.89%) SQL Server Management Studio (SSMS)
4 3 (1.89%) Visual Studio
5 2 (1.26%) Team Foundation Server
6 1 (0.63%) Cucumber
6 1 (0.63%) Jenkins
6 1 (0.63%) Selenium
General
1 62 (38.99%) Finance
2 24 (15.09%) Banking
3 13 (8.18%) Retail
3 13 (8.18%) Retail Banking
4 11 (6.92%) Manufacturing
5 6 (3.77%) Automotive
6 3 (1.89%) Billing
7 1 (0.63%) Electronics
7 1 (0.63%) Financial Institution
7 1 (0.63%) Investment Banking
7 1 (0.63%) Law
7 1 (0.63%) Marketing
7 1 (0.63%) Telecoms
Job Titles
1 63 (39.62%) Developer
2 39 (24.53%) Analyst
3 19 (11.95%) ETL Developer
4 16 (10.06%) Business Intelligence Developer
5 14 (8.81%) Data Analyst
5 14 (8.81%) SQL Developer
6 13 (8.18%) Architect
7 12 (7.55%) Business Intelligence Analyst
7 12 (7.55%) Project Manager
8 11 (6.92%) Data Warehouse Developer
9 7 (4.40%) Business Analyst
9 7 (4.40%) DataStage Developer
9 7 (4.40%) DataStage ETL Developer
10 6 (3.77%) AWS Engineer
10 6 (3.77%) Master Data Manager
10 6 (3.77%) Oracle Developer
11 5 (3.14%) Business Intelligence Architect
11 5 (3.14%) Consultant
11 5 (3.14%) Data Architect
11 5 (3.14%) SSIS Developer
Libraries, Frameworks & Software Standards
1 6 (3.77%) .NET
1 6 (3.77%) CSS
2 5 (3.14%) ASP.NET
3 4 (2.52%) HTML
4 3 (1.89%) Django
4 3 (1.89%) jQuery
4 3 (1.89%) Kafka
4 3 (1.89%) Matplotlib
5 2 (1.26%) Velocity
5 2 (1.26%) Web Services
5 2 (1.26%) XML
6 1 (0.63%) Ajax
6 1 (0.63%) Doctrine
6 1 (0.63%) J2EE
6 1 (0.63%) JSON
6 1 (0.63%) REST
6 1 (0.63%) XHTML
6 1 (0.63%) XML Schema
Miscellaneous
1 19 (11.95%) Analytical Skills
2 9 (5.66%) NHS
3 5 (3.14%) Data Structures
4 4 (2.52%) Linked Data
4 4 (2.52%) Management Information System
5 3 (1.89%) Public Cloud
6 2 (1.26%) Computer Science
6 2 (1.26%) Credit Risk
6 2 (1.26%) Greenfield Project
6 2 (1.26%) Self-Motivation
6 2 (1.26%) User Experience
7 1 (0.63%) Data Protection Act
7 1 (0.63%) Hybrid Cloud
7 1 (0.63%) Reference Data
7 1 (0.63%) Replication
Operating Systems
1 16 (10.06%) Unix
2 9 (5.66%) Linux
3 4 (2.52%) Windows
4 3 (1.89%) Windows Server
5 1 (0.63%) AIX
5 1 (0.63%) Red Hat Enterprise Linux
5 1 (0.63%) Windows 8
5 1 (0.63%) Windows Server 2008
5 1 (0.63%) Windows XP
Processes & Methodologies
1 88 (55.35%) Business Intelligence
2 66 (41.51%) ETL
3 52 (32.70%) Agile Software Development
4 37 (23.27%) Data Modelling
5 27 (16.98%) Analytics
6 21 (13.21%) Data Analysis
6 21 (13.21%) Scrum
7 18 (11.32%) Stakeholder Management
8 17 (10.69%) Dimensional Modelling
8 17 (10.69%) Migration
9 15 (9.43%) Continuous Integration
10 14 (8.81%) DevOps
11 13 (8.18%) Kimball Methodology
11 13 (8.18%) Problem-Solving
12 12 (7.55%) Data Architecture
12 12 (7.55%) Master Data Management
13 9 (5.66%) Data Migration
14 8 (5.03%) Data Governance
14 8 (5.03%) User Stories
14 8 (5.03%) Web Development
Programming Languages
1 79 (49.69%) SQL
2 20 (12.58%) PL/SQL
3 13 (8.18%) T-SQL
4 7 (4.40%) Shell Script
5 6 (3.77%) Java
6 5 (3.14%) JavaScript
6 5 (3.14%) Python
7 3 (1.89%) VBA
8 2 (1.26%) C#
8 2 (1.26%) R
9 1 (0.63%) Bash Shell
9 1 (0.63%) C
9 1 (0.63%) Korn
9 1 (0.63%) PHP
9 1 (0.63%) PowerShell
9 1 (0.63%) VB
9 1 (0.63%) VB.NET
Qualifications
1 16 (10.06%) Security Cleared
2 13 (8.18%) SC Cleared
3 3 (1.89%) TOGAF Certification
4 2 (1.26%) DBS Check
5 1 (0.63%) AWS Certification
5 1 (0.63%) BPSS Clearance
5 1 (0.63%) MCSA
5 1 (0.63%) MCSE
5 1 (0.63%) Microsoft Certification
Quality Assurance & Compliance
1 11 (6.92%) PMO
2 8 (5.03%) Data Quality
3 6 (3.77%) GDPR
4 5 (3.14%) QA
5 2 (1.26%) Disclosure Scotland
6 1 (0.63%) Basel II
6 1 (0.63%) Sarbanes-Oxley
System Software
1 4 (2.52%) Docker
1 4 (2.52%) Hyper-V
1 4 (2.52%) VMware Infrastructure
2 2 (1.26%) Active Directory
Systems Management
1 5 (3.14%) Kubernetes
2 4 (2.52%) Ansible
3 3 (1.89%) Oozie
4 1 (0.63%) Data Guard
4 1 (0.63%) Oracle Enterprise Manager
4 1 (0.63%) Oracle Flashback
4 1 (0.63%) Terraform
Vendors
1 36 (22.64%) Oracle
2 25 (15.72%) Teradata
3 20 (12.58%) Microsoft
4 19 (11.95%) Tableau
5 18 (11.32%) SAP
6 14 (8.81%) Cognos
7 13 (8.18%) IBM
8 10 (6.29%) MuleSoft
9 5 (3.14%) Talend
10 4 (2.52%) VMware
11 2 (1.26%) Informatica
11 2 (1.26%) Salesforce.com
12 1 (0.63%) GoldenSource
12 1 (0.63%) Hortonworks
12 1 (0.63%) HP
12 1 (0.63%) MicroStrategy
12 1 (0.63%) Netezza
12 1 (0.63%) Red Hat
12 1 (0.63%) Zend