Period
to 20 November 2017

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 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
England > South West
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 59 75 47
Rank change year-on-year +16 -28 +17
Contract jobs citing Data Warehouse 192 142 267
As % of all contract IT jobs advertised in the South West 3.42% 2.50% 4.05%
As % of the Database & Business Intelligence category 17.71% 11.73% 17.50%
Number of daily rates quoted 127 94 200
South West median daily rate £425 £375 £400
Median daily rate % change year-on-year +13.33% -6.25% +2.56%
10th Percentile £316 £263 £300
90th Percentile £538 £475 £500
England median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% +0.59%
Number of hourly rates quoted 1 6 4
South West median hourly rate £13.25 £46.00 £30.00
Median hourly rate % change year-on-year -71.20% +53.33% -21.57%
England median hourly rate £27.50 £42.00 £26.47
% change year-on-year -34.52% +58.67% -42.14%

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 1084 1211 1526
As % of all contract IT jobs advertised in the South West 19.33% 21.35% 23.16%
Number of daily rates quoted 694 841 1145
South West median daily rate £400 £368 £375
Median daily rate % change year-on-year +8.84% -2.00% -
10th Percentile £281 £263 £263
90th Percentile £531 £525 £500
England median daily rate £460 £425 £413
% change year-on-year +8.24% +3.03% +3.13%
Number of hourly rates quoted 28 26 39
South West median hourly rate £35.00 £27.00 £34.00
Median hourly rate % change year-on-year +29.63% -20.59% +14.29%
10th Percentile £14.55 £12.00 £12.00
90th Percentile £58.75 £47.75 £56.53
England median hourly rate £31.50 £28.00 £27.89
% change year-on-year +12.50% +0.39% +15.01%

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 November 2017.

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 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
Bristol +11 62 £424 +28.00% 4
Gloucestershire +41 59 £425 - 2
Wiltshire +25 49 £456 +21.67%
Somerset -6 5 £456 +32.25% 2
Dorset -4 4 £363 -23.68%
Devon -18 4 £375 +15.38%
Data Warehouse
England

For the 6 months to 20 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 South West region with a requirement for Data Warehouse.

1 108 (56.25%) Business Intelligence
2 105 (54.69%) SQL
3 99 (51.56%) ETL
4 81 (42.19%) Finance
5 57 (29.69%) SQL Server
6 52 (27.08%) Agile Software Development
7 50 (26.04%) Data Modelling
8 47 (24.48%) SQL Server Integration Services
9 40 (20.83%) Teradata
10 39 (20.31%) Oracle
11 37 (19.27%) Analytical Skills
12 33 (17.19%) Data Analysis
13 32 (16.67%) Microsoft
14 30 (15.63%) SQL Server Reporting Services
14 30 (15.63%) SQL Server Analysis Services
15 28 (14.58%) Kimball Methodology
16 27 (14.06%) Banking
17 24 (12.50%) Dimensional Modelling
17 24 (12.50%) BusinessObjects
18 23 (11.98%) Power BI
19 22 (11.46%) SAS
20 21 (10.94%) Tableau
21 20 (10.42%) Analytics
22 19 (9.90%) Migration
22 19 (9.90%) Security Cleared
23 18 (9.38%) Stakeholder Management
23 18 (9.38%) T-SQL
23 18 (9.38%) Relational Database
24 16 (8.33%) SDLC
24 16 (8.33%) Scrum

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 22 (11.46%) SAS
2 7 (3.65%) Apache Pig
3 6 (3.13%) Confluence
4 4 (2.08%) WebLogic
4 4 (2.08%) WebSphere
5 2 (1.04%) SharePoint
6 1 (0.52%) Apache Spark
6 1 (0.52%) CMS
6 1 (0.52%) IIS
Applications
1 10 (5.21%) Microsoft Excel
2 3 (1.56%) MS Visio
2 3 (1.56%) SPSS
3 1 (0.52%) Microsoft PowerPoint
3 1 (0.52%) Microsoft Project
Business Applications
1 9 (4.69%) Cognos Business Intelligence
2 4 (2.08%) Oracle BPM
3 2 (1.04%) Cognos TM1
3 2 (1.04%) Salesforce.com CRM
4 1 (0.52%) Oracle EBS
4 1 (0.52%) SAP BPC
Cloud Services
1 14 (7.29%) Amazon AWS
2 13 (6.77%) Microsoft Azure
3 7 (3.65%) Amazon S3
4 3 (1.56%) Azure Data Factory
5 1 (0.52%) Google Cloud Platform
5 1 (0.52%) IaaS
5 1 (0.52%) PaaS
Communications & Networking
1 1 (0.52%) Intranet
1 1 (0.52%) SMS
Database & Business Intelligence
1 57 (29.69%) SQL Server
2 47 (24.48%) SQL Server Integration Services
3 30 (15.63%) SQL Server Analysis Services
3 30 (15.63%) SQL Server Reporting Services
4 24 (12.50%) BusinessObjects
5 23 (11.98%) Power BI
6 18 (9.38%) Relational Database
7 15 (7.81%) Oracle ODI
8 14 (7.29%) Big Data
8 14 (7.29%) Enterprise Data Warehouse
8 14 (7.29%) IBM InfoSphere
9 13 (6.77%) Hadoop
10 12 (6.25%) Amazon Redshift
11 11 (5.73%) DataStage
11 11 (5.73%) SQL Server 2016
12 10 (5.21%) BusinessObjects Business Intelligence
12 10 (5.21%) Data Mining
12 10 (5.21%) Oracle BI EE
12 10 (5.21%) QlikView
13 9 (4.69%) SAS EBI
Development Applications
1 9 (4.69%) JIRA
2 6 (3.13%) ERwin
2 6 (3.13%) Team Foundation Server
3 4 (2.08%) JMeter
3 4 (2.08%) LoadRunner
3 4 (2.08%) Selenium
3 4 (2.08%) SoapUI
4 3 (1.56%) ProC
4 3 (1.56%) Talend Open Studio
4 3 (1.56%) Visual Studio
5 2 (1.04%) TestRail
6 1 (0.52%) Oracle Forms
6 1 (0.52%) Toad
General
1 81 (42.19%) Finance
2 27 (14.06%) Banking
3 10 (5.21%) Marketing
4 9 (4.69%) Retail Banking
5 6 (3.13%) Retail
6 5 (2.60%) Investment Banking
7 2 (1.04%) Telecoms
8 1 (0.52%) Advertising
8 1 (0.52%) Manufacturing
Job Titles
1 93 (48.44%) Developer
2 28 (14.58%) Analyst
3 27 (14.06%) Business Intelligence Developer
4 22 (11.46%) Architect
5 14 (7.29%) SQL Developer
6 13 (6.77%) Data Warehouse Developer
6 13 (6.77%) SSIS Developer
7 12 (6.25%) Business Developer
7 12 (6.25%) ETL Developer
8 11 (5.73%) Business Intelligence Analyst
8 11 (5.73%) Data Architect
9 10 (5.21%) Consultant
9 10 (5.21%) Designer
10 9 (4.69%) Business Intelligence Architect
10 9 (4.69%) Data Analyst
11 8 (4.17%) SAS Developer
11 8 (4.17%) Teradata Developer
12 7 (3.65%) SAP BusinessObjects (BO) Developer
13 6 (3.13%) Analyst Developer
13 6 (3.13%) Data Warehouse Architect
Libraries, Frameworks & Software Standards
1 7 (3.65%) XML
2 6 (3.13%) XSD
3 4 (2.08%) JSON
3 4 (2.08%) SOAP
3 4 (2.08%) Web Services
4 3 (1.56%) Entity Framework
5 2 (1.04%) REST
5 2 (1.04%) WSDL
6 1 (0.52%) .NET
6 1 (0.52%) Kafka
Miscellaneous
1 37 (19.27%) Analytical Skills
2 7 (3.65%) Management Information System
3 5 (2.60%) Greenfield Project
4 3 (1.56%) NHS
5 2 (1.04%) Data Structures
6 1 (0.52%) Computer Science
6 1 (0.52%) EPoS
6 1 (0.52%) SCADA
6 1 (0.52%) Social Media
Operating Systems
1 8 (4.17%) Unix
2 5 (2.60%) Linux
3 4 (2.08%) AIX
4 1 (0.52%) Windows
4 1 (0.52%) Windows Server
Processes & Methodologies
1 108 (56.25%) Business Intelligence
2 99 (51.56%) ETL
3 52 (27.08%) Agile Software Development
4 50 (26.04%) Data Modelling
5 33 (17.19%) Data Analysis
6 28 (14.58%) Kimball Methodology
7 24 (12.50%) Dimensional Modelling
8 20 (10.42%) Analytics
9 19 (9.90%) Migration
10 18 (9.38%) Stakeholder Management
11 16 (8.33%) Data Management
11 16 (8.33%) Scrum
11 16 (8.33%) SDLC
12 14 (7.29%) Data Migration
13 12 (6.25%) Data Integration
13 12 (6.25%) DevOps
14 11 (5.73%) Data Architecture
15 9 (4.69%) Data Governance
15 9 (4.69%) Validation
16 8 (4.17%) SOA
Programming Languages
1 105 (54.69%) SQL
2 18 (9.38%) T-SQL
3 13 (6.77%) Shell Script
4 12 (6.25%) PL/SQL
5 5 (2.60%) Python
5 5 (2.60%) R
5 5 (2.60%) VBA
6 4 (2.08%) C
6 4 (2.08%) C++
6 4 (2.08%) Java
7 3 (1.56%) PROC SQL
8 2 (1.04%) C#
9 1 (0.52%) SAS Macro
9 1 (0.52%) Scala
Qualifications
1 19 (9.90%) Security Cleared
2 13 (6.77%) SC Cleared
3 6 (3.13%) Degree
4 3 (1.56%) HNC
4 3 (1.56%) HND
4 3 (1.56%) ISTQB
5 2 (1.04%) MCSA
5 2 (1.04%) MCSE
5 2 (1.04%) Microsoft Certification
6 1 (0.52%) BC Cleared
6 1 (0.52%) Computer Science Degree
6 1 (0.52%) ISEB
6 1 (0.52%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 13 (6.77%) Data Quality
2 7 (3.65%) GDPR
3 3 (1.56%) IFRS
3 3 (1.56%) IFRS 9
4 1 (0.52%) Disclosure Scotland
4 1 (0.52%) ISO 9000
4 1 (0.52%) QA
4 1 (0.52%) SLA
System Software
1 1 (0.52%) ISA Server
Vendors
1 40 (20.83%) Teradata
2 39 (20.31%) Oracle
3 32 (16.67%) Microsoft
4 21 (10.94%) Tableau
5 15 (7.81%) IBM
5 15 (7.81%) SAP
6 10 (5.21%) Cognos
7 9 (4.69%) Informatica
8 8 (4.17%) Netezza
9 7 (3.65%) MuleSoft
10 3 (1.56%) MicroStrategy
10 3 (1.56%) Salesforce.com
10 3 (1.56%) Talend
11 1 (0.52%) Anaplan
11 1 (0.52%) CODA
11 1 (0.52%) Google
11 1 (0.52%) HP
11 1 (0.52%) Hyperion