Period
to 20 January 2020

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 20 January 2020 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
20 Jan 2020
Same period 2019 Same period 2018
Rank 80 77 55
Rank change year-on-year -3 -22 +18
Contract jobs citing Data Warehouse 148 186 192
As % of all contract IT jobs advertised in the South West 2.54% 2.95% 3.68%
As % of the Database & Business Intelligence category 16.63% 13.58% 18.25%
Number of daily rates quoted 92 147 134
South West median daily rate £456 £438 £425
Median daily rate % change year-on-year +4.29% +2.94% +13.33%
10th Percentile £331 £339 £328
90th Percentile £725 £538 £538
England median daily rate £475 £455 £450
% change year-on-year +4.40% +1.11% +2.86%
Number of hourly rates quoted 0 2 1
South West median hourly rate - £22.00 £13.25
Median hourly rate % change year-on-year - +66.04% -67.68%
England median hourly rate £35.00 £19.18 £26.80
% change year-on-year +82.53% -28.44% -34.64%

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 890 1,370 1,052
As % of all contract IT jobs advertised in the South West 15.27% 21.76% 20.14%
Number of daily rates quoted 552 917 680
South West median daily rate £450 £425 £415
Median daily rate % change year-on-year +5.88% +2.41% +12.16%
10th Percentile £330 £313 £281
90th Percentile £638 £588 £550
England median daily rate £475 £484 £473
% change year-on-year -1.86% +2.43% +9.88%
Number of hourly rates quoted 27 30 17
South West median hourly rate £35.00 £40.00 £30.00
Median hourly rate % change year-on-year -12.50% +33.33% -25.00%
10th Percentile £10.00 £18.59 £15.00
90th Percentile £46.00 £65.25 £57.55
England median hourly rate £32.50 £35.00 £31.23
% change year-on-year -7.14% +12.07% +13.56%

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 20 January 2020.

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 20 January 2020. 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
Wiltshire +43 95 £507 +19.19% 6
Bristol -15 27 £425 -2.02% 12
Somerset -5 10 £475 -9.52% 7
Gloucestershire -29 7 £425 -5.56% 9
Devon +3 5 £344 +10.08% 6
Dorset -7 2 - - 4
Data Warehouse
England

For the 6 months to 20 January 2020, 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 75 (50.68%) SQL
2 53 (35.81%) Business Intelligence
2 53 (35.81%) Azure
3 44 (29.73%) Big Data
4 41 (27.70%) Analytics
4 41 (27.70%) ETL
5 37 (25.00%) Data Analytics
5 37 (25.00%) Master Data Management
6 36 (24.32%) Programme Management
6 36 (24.32%) Agile Software Development
7 35 (23.65%) SQL Server
7 35 (23.65%) Microsoft
8 33 (22.30%) Data Lake
9 31 (20.95%) SQL Server Integration Services
10 27 (18.24%) Oracle
11 22 (14.86%) Data Modelling
12 21 (14.19%) Migration
13 20 (13.51%) Data Integration
13 20 (13.51%) Power BI
13 20 (13.51%) Power Platform
14 19 (12.84%) Tableau
14 19 (12.84%) SQL Server Reporting Services
15 18 (12.16%) Finance
15 18 (12.16%) Analytical Skills
16 17 (11.49%) Data Architecture
17 15 (10.14%) Security Cleared
18 14 (9.46%) SC Cleared
18 14 (9.46%) SQL Server Analysis Services
19 13 (8.78%) T-SQL
19 13 (8.78%) Data Management

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 2 (1.35%) Apache Spark
2 1 (0.68%) Apache
2 1 (0.68%) Oracle Application Server
2 1 (0.68%) WebLogic
Applications
1 8 (5.41%) Microsoft Excel
Business Applications
1 2 (1.35%) Adobe Campaign
2 1 (0.68%) Sparx Enterprise Architect
Cloud Services
1 53 (35.81%) Azure
2 20 (13.51%) Power Platform
3 12 (8.11%) AWS
4 4 (2.70%) Azure Data Factory
5 2 (1.35%) Adobe Analytics
5 2 (1.35%) Amazon S3
5 2 (1.35%) AWS Lambda
5 2 (1.35%) AWS Step Functions
5 2 (1.35%) Google Analytics
5 2 (1.35%) Serverless
6 1 (0.68%) AWS Data Pipeline
6 1 (0.68%) Dynamics 365
6 1 (0.68%) Firebase
6 1 (0.68%) GCP
Database & Business Intelligence
1 44 (29.73%) Big Data
2 35 (23.65%) SQL Server
3 33 (22.30%) Data Lake
4 31 (20.95%) SQL Server Integration Services
5 20 (13.51%) Power BI
6 19 (12.84%) SQL Server Reporting Services
7 14 (9.46%) SQL Server Analysis Services
8 13 (8.78%) Enterprise Data Warehouse
9 12 (8.11%) Relational Database
10 9 (6.08%) Azure SQL Data Warehouse
10 9 (6.08%) OLTP
10 9 (6.08%) RDBMS
11 8 (5.41%) NoSQL
12 7 (4.73%) Amazon Redshift
13 6 (4.05%) Oracle Reports
14 5 (3.38%) BusinessObjects
14 5 (3.38%) Oracle BI EE
14 5 (3.38%) Oracle ODI
14 5 (3.38%) QualityStage
14 5 (3.38%) SAP Data Services
Development Applications
1 4 (2.70%) Git (software)
2 3 (2.03%) JIRA
2 3 (2.03%) Team Foundation Server
3 2 (1.35%) Jenkins
3 2 (1.35%) Visual Studio Team System
4 1 (0.68%) Bugzilla
4 1 (0.68%) JIRA Agile
4 1 (0.68%) Oracle Forms
4 1 (0.68%) Subversion
4 1 (0.68%) TestRail
General
1 18 (12.16%) Finance
2 12 (8.11%) Public Sector
3 6 (4.05%) Marketing
4 4 (2.70%) Electronics
4 4 (2.70%) Manufacturing
4 4 (2.70%) Telecoms
5 3 (2.03%) Banking
6 2 (1.35%) Military
6 2 (1.35%) Retail
7 1 (0.68%) Automotive
7 1 (0.68%) Law
Job Titles
1 54 (36.49%) Developer
2 35 (23.65%) Analyst
3 24 (16.22%) Data Analyst
4 21 (14.19%) Consultant
5 19 (12.84%) Data Consultant
6 17 (11.49%) Architect
6 17 (11.49%) Azure Consultant
6 17 (11.49%) Enterprise Consultant
7 15 (10.14%) Business Intelligence Developer
8 14 (9.46%) Data Architect
8 14 (9.46%) SQL Developer
9 7 (4.73%) Enterprise Architect
9 7 (4.73%) Enterprise Data Architect
9 7 (4.73%) SQL Analyst
9 7 (4.73%) Test Analyst
10 6 (4.05%) Data Warehouse Developer
10 6 (4.05%) ETL Developer
10 6 (4.05%) Lead Developer
10 6 (4.05%) SQL Data Analyst
10 6 (4.05%) Tableau Developer
Libraries, Frameworks & Software Standards
1 8 (5.41%) Web Services
2 7 (4.73%) .NET
2 7 (4.73%) Middleware
2 7 (4.73%) XML
3 4 (2.70%) Oracle Fusion
4 2 (1.35%) MDX
5 1 (0.68%) .NET Framework
5 1 (0.68%) AngularJS
5 1 (0.68%) ASP.NET
5 1 (0.68%) Entity Framework
5 1 (0.68%) Kafka
5 1 (0.68%) LINQ
5 1 (0.68%) RESTful
Miscellaneous
1 18 (12.16%) Analytical Skills
2 11 (7.43%) Data Structures
3 7 (4.73%) Mobile App
4 6 (4.05%) Client/Server
4 6 (4.05%) EPoS
5 5 (3.38%) Management Information System
6 4 (2.70%) Reference Data
7 2 (1.35%) Acoustics
7 2 (1.35%) Clustering
7 2 (1.35%) NHS
8 1 (0.68%) RIA
8 1 (0.68%) Self-Motivation
Operating Systems
1 2 (1.35%) Unix
2 1 (0.68%) Linux
2 1 (0.68%) Windows
2 1 (0.68%) Windows Server
Processes & Methodologies
1 53 (35.81%) Business Intelligence
2 41 (27.70%) Analytics
2 41 (27.70%) ETL
3 37 (25.00%) Data Analytics
3 37 (25.00%) Master Data Management
4 36 (24.32%) Agile Software Development
4 36 (24.32%) Programme Management
5 22 (14.86%) Data Modelling
6 21 (14.19%) Migration
7 20 (13.51%) Data Integration
8 17 (11.49%) Data Architecture
9 13 (8.78%) Data Analysis
9 13 (8.78%) Data Management
9 13 (8.78%) Waterfall
10 11 (7.43%) Data Migration
11 9 (6.08%) Data Acquisition
12 8 (5.41%) Metadata Management
13 7 (4.73%) Data Transformation
14 6 (4.05%) Functional Testing
14 6 (4.05%) Kimball Methodology
Programming Languages
1 75 (50.68%) SQL
2 13 (8.78%) T-SQL
3 8 (5.41%) C#
4 5 (3.38%) Java
5 4 (2.70%) Python
6 3 (2.03%) JavaScript
6 3 (2.03%) PL/SQL
7 2 (1.35%) Data Analysis Expressions (DAX)
8 1 (0.68%) C
8 1 (0.68%) PowerShell
8 1 (0.68%) R
Qualifications
1 15 (10.14%) Security Cleared
2 14 (9.46%) SC Cleared
3 2 (1.35%) Degree
4 1 (0.68%) BPSS Clearance
4 1 (0.68%) DV Cleared
4 1 (0.68%) HND
Quality Assurance & Compliance
1 12 (8.11%) Data Quality
2 1 (0.68%) Disclosure Scotland
2 1 (0.68%) GDPR
2 1 (0.68%) ISO/IEC 27001
2 1 (0.68%) PMO
2 1 (0.68%) QA
2 1 (0.68%) SLA
Systems Management
1 1 (0.68%) Enterprise Manager Cloud Control
Vendors
1 35 (23.65%) Microsoft
2 27 (18.24%) Oracle
3 19 (12.84%) Tableau
4 6 (4.05%) Databricks
5 5 (3.38%) IBM
5 5 (3.38%) Talend
6 4 (2.70%) Adobe
6 4 (2.70%) Alteryx
6 4 (2.70%) PeopleSoft
6 4 (2.70%) Progress
6 4 (2.70%) SAP
7 3 (2.03%) Google
7 3 (2.03%) Informatica
7 3 (2.03%) Teradata
7 3 (2.03%) Trillium
8 2 (1.35%) Salesforce Marketing Cloud
8 2 (1.35%) Salesforce.com
9 1 (0.68%) Netezza
9 1 (0.68%) RedGate
9 1 (0.68%) Sparx