Period
to 19 February 2018

The following table provides summary statistics for contract job vacancies advertised in the South West with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 6 months to 19 February 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.

Extract, Transform and Load (ETL)
England > South West
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 62 107 55
Rank change year-on-year +45 -52 +19
Contract jobs citing ETL 162 104 217
As % of all contract IT jobs advertised in the South West 3.13% 1.93% 3.50%
As % of the Processes & Methodologies category 3.90% 2.36% 4.29%
Number of daily rates quoted 113 62 148
South West median daily rate £425 £396 £361
Median daily rate % change year-on-year +7.26% +9.69% +1.05%
10th Percentile £350 £275 £311
90th Percentile £623 £487 £488
England median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% -
Number of hourly rates quoted 0 8 0
South West median hourly rate - £41.00 -
England median hourly rate £56.50 £40.00 £50.50
% change year-on-year +41.25% -20.79% +33.33%

ETL is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
South West
Contract vacancies with a requirement for process or methodology skills 4,156 4,404 5,055
As % of all contract IT jobs advertised in the South West 80.29% 81.90% 81.53%
Number of daily rates quoted 2,579 2,950 3,467
South West median daily rate £400 £376 £375
Median daily rate % change year-on-year +6.38% +0.27% -3.85%
10th Percentile £263 £235 £256
90th Percentile £575 £550 £515
England median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% +4.29%
Number of hourly rates quoted 172 269 251
South West median hourly rate £30.75 £37.50 £40.00
Median hourly rate % change year-on-year -18.00% -6.25% +35.59%
10th Percentile £11.80 £12.00 £14.13
90th Percentile £48.68 £47.50 £50.00
England median hourly rate £24.09 £25.00 £23.50
% change year-on-year -3.64% +6.38% +17.50%

ETL
Job Vacancy Trend in the South West

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

Job vacancy trend for ETL in the South West

ETL
Contractor Daily Rate Trend in the South West

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

Contractor daily rate trend for ETL in the South West

ETL
Contractor Daily Rate Histogram in the South West

The daily rate distribution of IT jobs citing ETL in the South West over the 6 months to 19 February 2018.

Contractor daily rate histogram for ETL in the South West

ETL
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 ETL in the South West.

Contractor hourly rate trend for ETL in the South West

ETL
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 ETL within the South West region over the 6 months to 19 February 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
Bristol +9 52 £423 +10.82% 10
Wiltshire +25 50 £463 +15.63% 2
Gloucestershire +42 38 £416 -7.50% 2
Dorset -4 7 £525 +39.07% 5
Somerset -9 7 £375 -6.25% 5
Devon -3 4 £463 +42.31% 4
ETL
England

For the 6 months to 19 February 2018, IT contractor jobs citing ETL 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 ETL.

1 95 (58.64%) Data Warehouse
2 85 (52.47%) Business Intelligence
3 81 (50.00%) SQL
4 58 (35.80%) Agile Software Development
5 50 (30.86%) SQL Server Integration Services
6 39 (24.07%) Finance
7 38 (23.46%) SQL Server
8 33 (20.37%) SAS
8 33 (20.37%) Amazon AWS
9 32 (19.75%) Data Modelling
10 31 (19.14%) Oracle
10 31 (19.14%) Tableau
11 29 (17.90%) Amazon Redshift
12 28 (17.28%) Scrum
13 27 (16.67%) SQL Server Reporting Services
14 24 (14.81%) DevOps
15 22 (13.58%) Analytical Skills
15 22 (13.58%) SAP
16 21 (12.96%) Analytics
17 19 (11.73%) Teradata
18 18 (11.11%) Banking
18 18 (11.11%) Dimensional Modelling
18 18 (11.11%) Microsoft
18 18 (11.11%) Kimball Methodology
18 18 (11.11%) Power BI
19 17 (10.49%) SAS EBI
19 17 (10.49%) BusinessObjects Business Intelligence
19 17 (10.49%) MuleSoft
19 17 (10.49%) Relational Database
19 17 (10.49%) T-SQL

ETL
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 33 (20.37%) SAS
2 7 (4.32%) Confluence
3 3 (1.85%) JBoss
3 3 (1.85%) Mule
4 2 (1.23%) SharePoint
5 1 (0.62%) CMS
5 1 (0.62%) IIS
5 1 (0.62%) Oracle SOA Suite
5 1 (0.62%) Oracle Workflow
5 1 (0.62%) Tomcat
5 1 (0.62%) WebLogic
5 1 (0.62%) WebSphere
Applications
1 5 (3.09%) Microsoft Excel
2 1 (0.62%) SPSS
Business Applications
1 4 (2.47%) Cognos Business Intelligence
2 2 (1.23%) Salesforce.com CRM
3 1 (0.62%) Cognos TM1
3 1 (0.62%) Oracle BPM
3 1 (0.62%) Oracle EBS
Cloud Services
1 33 (20.37%) Amazon AWS
2 14 (8.64%) Amazon S3
3 11 (6.79%) Microsoft Azure
4 1 (0.62%) Boomi
Communications & Networking
1 1 (0.62%) Internet
Database & Business Intelligence
1 95 (58.64%) Data Warehouse
2 50 (30.86%) SQL Server Integration Services
3 38 (23.46%) SQL Server
4 29 (17.90%) Amazon Redshift
5 27 (16.67%) SQL Server Reporting Services
6 18 (11.11%) Power BI
7 17 (10.49%) BusinessObjects Business Intelligence
7 17 (10.49%) Relational Database
7 17 (10.49%) SAS EBI
7 17 (10.49%) SQL Server Analysis Services
8 11 (6.79%) MySQL
8 11 (6.79%) SQL Server 2016
9 10 (6.17%) DataStage
9 10 (6.17%) IBM InfoSphere
9 10 (6.17%) Oracle ODI
10 9 (5.56%) BusinessObjects
11 8 (4.94%) Crystal Reports
11 8 (4.94%) Oracle BI EE
11 8 (4.94%) Pentaho
12 6 (3.70%) QlikView
Development Applications
1 13 (8.02%) JIRA
2 10 (6.17%) Git (software)
2 10 (6.17%) Jenkins
3 3 (1.85%) Eclipse
3 3 (1.85%) Gerrit
3 3 (1.85%) JUnit
3 3 (1.85%) Maven
3 3 (1.85%) Visual Studio
4 2 (1.23%) Selenium
4 2 (1.23%) Team Foundation Server
5 1 (0.62%) ERwin
5 1 (0.62%) Grunt
5 1 (0.62%) JMeter
5 1 (0.62%) LoadRunner
5 1 (0.62%) SoapUI
5 1 (0.62%) SQL Server Management Studio (SSMS)
5 1 (0.62%) Toad
General
1 39 (24.07%) Finance
2 18 (11.11%) Banking
3 8 (4.94%) Retail Banking
4 6 (3.70%) Retail
5 4 (2.47%) Back Office
5 4 (2.47%) Marketing
6 2 (1.23%) Front Office
6 2 (1.23%) Law
7 1 (0.62%) Automotive
7 1 (0.62%) Corporate Banking
7 1 (0.62%) Investment Banking
7 1 (0.62%) Manufacturing
7 1 (0.62%) Military
7 1 (0.62%) Telecoms
Job Titles
1 92 (56.79%) Developer
2 22 (13.58%) Architect
3 19 (11.73%) Business Intelligence Developer
3 19 (11.73%) SQL Developer
4 16 (9.88%) Analyst
5 14 (8.64%) ETL Developer
6 13 (8.02%) SSIS Developer
7 10 (6.17%) Data Warehouse Developer
8 9 (5.56%) Enterprise Architect
9 7 (4.32%) AWS Specialist
9 7 (4.32%) DataStage Developer
9 7 (4.32%) Redshift Specialist
10 6 (3.70%) Business Intelligence Architect
10 6 (3.70%) Data Analyst
10 6 (3.70%) Data Architect
10 6 (3.70%) Python Developer
10 6 (3.70%) Teradata Developer
11 5 (3.09%) Redshift Developer
11 5 (3.09%) SAS Developer
11 5 (3.09%) Tableau Developer
Libraries, Frameworks & Software Standards
1 14 (8.64%) .NET
2 7 (4.32%) Web Services
3 6 (3.70%) Flask
3 6 (3.70%) Velocity
4 5 (3.09%) REST
5 4 (2.47%) Spring
5 4 (2.47%) XML
6 3 (1.85%) ActiveMQ
6 3 (1.85%) Apache Camel
6 3 (1.85%) HTML
6 3 (1.85%) jQuery
6 3 (1.85%) JSON
6 3 (1.85%) SOAP
7 1 (0.62%) Java EE
7 1 (0.62%) JPA
7 1 (0.62%) Kafka
7 1 (0.62%) MDX
7 1 (0.62%) Swagger
7 1 (0.62%) Visualforce
7 1 (0.62%) WCF
Miscellaneous
1 22 (13.58%) Analytical Skills
2 6 (3.70%) Greenfield Project
2 6 (3.70%) Management Information System
3 3 (1.85%) Data Structures
4 2 (1.23%) Enterprise Software
4 2 (1.23%) Virtual Team
5 1 (0.62%) Computer Science
Operating Systems
1 8 (4.94%) Unix
2 4 (2.47%) Linux
3 2 (1.23%) Windows
4 1 (0.62%) AIX
4 1 (0.62%) Windows Server
Processes & Methodologies
1 85 (52.47%) Business Intelligence
2 58 (35.80%) Agile Software Development
3 32 (19.75%) Data Modelling
4 28 (17.28%) Scrum
5 24 (14.81%) DevOps
6 21 (12.96%) Analytics
7 18 (11.11%) Dimensional Modelling
7 18 (11.11%) Kimball Methodology
8 17 (10.49%) Migration
9 14 (8.64%) Data Analysis
9 14 (8.64%) Stakeholder Management
10 13 (8.02%) Continuous Integration
11 12 (7.41%) Data Migration
12 11 (6.79%) Visualisation
13 10 (6.17%) Data Governance
14 9 (5.56%) Data Integration
14 9 (5.56%) ETL Development
15 8 (4.94%) Dashboard Development
15 8 (4.94%) Data Architecture
15 8 (4.94%) Enterprise Architecture
Programming Languages
1 81 (50.00%) SQL
2 17 (10.49%) T-SQL
3 13 (8.02%) Java
4 12 (7.41%) PL/SQL
5 7 (4.32%) Python
5 7 (4.32%) R
6 6 (3.70%) C#
6 6 (3.70%) Shell Script
7 5 (3.09%) JavaScript
8 3 (1.85%) SAS Macro
8 3 (1.85%) VBA
9 1 (0.62%) Apex Code
9 1 (0.62%) C
9 1 (0.62%) C++
9 1 (0.62%) Data Analysis Expressions (DAX)
9 1 (0.62%) PowerShell
Qualifications
1 11 (6.79%) Security Cleared
2 9 (5.56%) SC Cleared
3 3 (1.85%) Degree
4 2 (1.23%) ISTQB
4 2 (1.23%) MCSA
4 2 (1.23%) MCSE
4 2 (1.23%) Microsoft Certification
5 1 (0.62%) Computer Science Degree
Quality Assurance & Compliance
1 12 (7.41%) QA
2 4 (2.47%) Data Quality
2 4 (2.47%) IFRS
2 4 (2.47%) IFRS 9
3 3 (1.85%) Disclosure Scotland
3 3 (1.85%) GDPR
4 1 (0.62%) SLA
Vendors
1 31 (19.14%) Oracle
1 31 (19.14%) Tableau
2 22 (13.58%) SAP
3 19 (11.73%) Teradata
4 18 (11.11%) Microsoft
5 17 (10.49%) MuleSoft
6 13 (8.02%) IBM
7 7 (4.32%) Cognos
8 5 (3.09%) Talend
9 4 (2.47%) Salesforce.com
10 3 (1.85%) DataFlux
11 2 (1.23%) Informatica
11 2 (1.23%) Microgen
11 2 (1.23%) Netezza
11 2 (1.23%) Nintex
12 1 (0.62%) Ab Initio
12 1 (0.62%) Capita
12 1 (0.62%) Dell