Period
to 16 October 2018

The following table provides summary statistics for contract job vacancies advertised in the West Midlands 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 16 October 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 > West Midlands
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 151 77 64
Rank change year-on-year -74 -13 -2
Contract jobs citing ETL 57 113 185
As % of all contract IT jobs advertised in the West Midlands 1.12% 2.46% 2.99%
As % of the Processes & Methodologies category 1.32% 2.92% 3.55%
Number of daily rates quoted 33 71 121
West Midlands median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +6.67%
10th Percentile £314 £313 £313
90th Percentile £516 £575 £523
England median daily rate £455 £450 £425
% change year-on-year +1.11% +5.88% -
Number of hourly rates quoted 0 5 0
West Midlands median hourly rate - £52.50 -
England median hourly rate £35.00 £44.66 £44.00
% change year-on-year -21.63% +1.49% +46.67%

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 West Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
West Midlands
Contract vacancies with a requirement for process or methodology skills 4,302 3,869 5,217
As % of all contract IT jobs advertised in the West Midlands 84.79% 84.16% 84.42%
Number of daily rates quoted 2,572 2,458 3,098
West Midlands median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +6.67%
10th Percentile £263 £240 £250
90th Percentile £575 £550 £550
England median daily rate £470 £450 £425
% change year-on-year +4.44% +5.88% +3.03%
Number of hourly rates quoted 194 144 138
West Midlands median hourly rate £15.00 £24.99 £17.50
Median hourly rate % change year-on-year -39.98% +42.80% -18.60%
10th Percentile £11.00 £11.25 £10.75
90th Percentile £32.07 £53.75 £39.65
England median hourly rate £21.00 £24.99 £22.50
% change year-on-year -15.97% +11.07% +3.52%

ETL
Job Vacancy Trend in the West Midlands

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

Job vacancy trend for ETL in the West Midlands

ETL
Contractor Daily Rate Trend in the West Midlands

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

Contractor daily rate trend for ETL in the West Midlands

ETL
Contractor Daily Rate Histogram in the West Midlands

The daily rate distribution of IT jobs citing ETL in the West Midlands over the 6 months to 16 October 2018.

Contractor daily rate histogram for ETL in the West Midlands

ETL
Contractor Hourly Rate Trend in the West Midlands

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

Contractor hourly rate trend for ETL in the West Midlands

ETL
Contract Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the West Midlands region over the 6 months to 16 October 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
Birmingham -8 22 £413 -8.33% 11
Shropshire - 12 £350 - 2
Warwickshire +3 5 £475 +35.71%
Coventry -20 4 £394 +5.00% 1
Sutton Coldfield -2 3 £338 -15.63% 1
Staffordshire -23 2 - - 12
ETL
England

For the 6 months to 16 October 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 West Midlands region with a requirement for ETL.

1 38 (66.67%) SQL
2 30 (52.63%) Data Warehouse
3 24 (42.11%) Migration
4 20 (35.09%) Oracle
5 19 (33.33%) Business Intelligence
6 18 (31.58%) SQL Server
7 17 (29.82%) Data Migration
8 16 (28.07%) Agile Software Development
9 14 (24.56%) Data Quality
9 14 (24.56%) Analytics
10 13 (22.81%) Microsoft Azure
10 13 (22.81%) Data Analysis
11 12 (21.05%) Oracle Database
12 10 (17.54%) Jenkins
12 10 (17.54%) PL/SQL
13 9 (15.79%) Oracle Database 11g
13 9 (15.79%) Oracle Database 12c
13 9 (15.79%) Data Architecture
14 8 (14.04%) ANSI SQL
14 8 (14.04%) Integration Testing
14 8 (14.04%) SQL Server Integration Services
14 8 (14.04%) Data Management
14 8 (14.04%) Microsoft
14 8 (14.04%) Java
14 8 (14.04%) Data Modelling
14 8 (14.04%) Linux
15 7 (12.28%) SAP
15 7 (12.28%) Analytical Skills
15 7 (12.28%) Visual Studio Team System
15 7 (12.28%) Confluence

ETL
Co-occurring IT Skills in the West Midlands 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 7 (12.28%) Confluence
2 3 (5.26%) Tomcat
3 1 (1.75%) Apache
3 1 (1.75%) Apache ServiceMix
3 1 (1.75%) Apache Spark
3 1 (1.75%) SharePoint
Applications
1 1 (1.75%) Microsoft Excel
1 1 (1.75%) Microsoft Office
1 1 (1.75%) Spreadsheet
Business Applications
1 6 (10.53%) SAP S/4HANA
2 2 (3.51%) Dynamics CRM
2 2 (3.51%) Dynamics NAV
3 1 (1.75%) Dynamics AX
3 1 (1.75%) Salesforce.com CRM
Cloud Services
1 13 (22.81%) Microsoft Azure
2 6 (10.53%) Amazon AWS
3 2 (3.51%) Dynamics 365
Database & Business Intelligence
1 30 (52.63%) Data Warehouse
2 18 (31.58%) SQL Server
3 12 (21.05%) Oracle Database
4 9 (15.79%) Oracle Database 11g
4 9 (15.79%) Oracle Database 12c
5 8 (14.04%) SQL Server Integration Services
6 6 (10.53%) BusinessObjects
6 6 (10.53%) BusinessObjects Web Intelligence
6 6 (10.53%) Lumira
6 6 (10.53%) SAP BW
7 5 (8.77%) MySQL
7 5 (8.77%) NoSQL
8 4 (7.02%) Big Data
8 4 (7.02%) Hadoop
8 4 (7.02%) OLAP
8 4 (7.02%) Pentaho
8 4 (7.02%) SQL Server 2012
8 4 (7.02%) SQL Server Analysis Services
8 4 (7.02%) SQL Server Reporting Services
9 3 (5.26%) Power BI
Development Applications
1 10 (17.54%) Jenkins
2 7 (12.28%) Visual Studio Team System
3 5 (8.77%) Selenium
4 4 (7.02%) Ant
4 4 (7.02%) Apache Ivy
4 4 (7.02%) Gradle
4 4 (7.02%) Maven
5 3 (5.26%) WebDriver
6 2 (3.51%) Git (software)
6 2 (3.51%) Team Foundation Server
7 1 (1.75%) Cucumber
7 1 (1.75%) JIRA
7 1 (1.75%) JMeter
7 1 (1.75%) SpecFlow
7 1 (1.75%) Visual Studio
General
1 3 (5.26%) Finance
2 2 (3.51%) Retail
3 1 (1.75%) Banking
3 1 (1.75%) German Language
3 1 (1.75%) Legal
3 1 (1.75%) Manufacturing
3 1 (1.75%) Spanish Language
Job Titles
1 24 (42.11%) Developer
2 15 (26.32%) SQL Developer
3 10 (17.54%) Architect
4 9 (15.79%) PL/SQL Developer
5 7 (12.28%) Analyst
5 7 (12.28%) Consultant
6 6 (10.53%) Data Architect
6 6 (10.53%) SAP Consultant
7 5 (8.77%) SAP BusinessObjects (BO) Consultant
8 4 (7.02%) Data Warehouse Developer
9 3 (5.26%) DBA
9 3 (5.26%) ETL Developer
9 3 (5.26%) Integration Architect
9 3 (5.26%) Oracle Developer
9 3 (5.26%) QA Tester
9 3 (5.26%) Tester
10 2 (3.51%) Administrator
10 2 (3.51%) Data Manager
10 2 (3.51%) Project Manager
10 2 (3.51%) Test Analyst
Libraries, Frameworks & Software Standards
1 5 (8.77%) JSON
1 5 (8.77%) XML
2 4 (7.02%) .NET
2 4 (7.02%) Java EE
2 4 (7.02%) RESTful
2 4 (7.02%) SOAP
2 4 (7.02%) Web Services
2 4 (7.02%) XSD
3 1 (1.75%) ActiveMQ
3 1 (1.75%) Apache Camel
3 1 (1.75%) Apache CXF
3 1 (1.75%) J2EE
3 1 (1.75%) NumPy
3 1 (1.75%) Oracle Fusion
3 1 (1.75%) Pandas
3 1 (1.75%) Seaborn
Miscellaneous
1 7 (12.28%) Analytical Skills
2 4 (7.02%) Enterprise Software
3 3 (5.26%) Computer Science
4 1 (1.75%) FMCG
4 1 (1.75%) Greenfield Project
Operating Systems
1 8 (14.04%) Linux
2 6 (10.53%) Unix
3 3 (5.26%) Windows
Processes & Methodologies
1 24 (42.11%) Migration
2 19 (33.33%) Business Intelligence
3 17 (29.82%) Data Migration
4 16 (28.07%) Agile Software Development
5 14 (24.56%) Analytics
6 13 (22.81%) Data Analysis
7 9 (15.79%) Data Architecture
8 8 (14.04%) Data Management
8 8 (14.04%) Data Modelling
8 8 (14.04%) Integration Testing
9 6 (10.53%) Enterprise Architecture
9 6 (10.53%) Problem-Solving
9 6 (10.53%) Scenario Testing
10 5 (8.77%) Change Management
10 5 (8.77%) Data Reconciliation
11 4 (7.02%) Dependency Management
11 4 (7.02%) DevOps
11 4 (7.02%) Microservices
11 4 (7.02%) SOA
11 4 (7.02%) Test Automation
Programming Languages
1 38 (66.67%) SQL
2 10 (17.54%) PL/SQL
3 8 (14.04%) ANSI SQL
3 8 (14.04%) Java
4 5 (8.77%) T-SQL
5 4 (7.02%) JavaScript
6 2 (3.51%) C#
6 2 (3.51%) Python
Qualifications
1 3 (5.26%) Computer Science Degree
1 3 (5.26%) Degree
2 2 (3.51%) Oracle Certification
2 2 (3.51%) SC Cleared
2 2 (3.51%) Security Cleared
3 1 (1.75%) OCA
Quality Assurance & Compliance
1 14 (24.56%) Data Quality
2 6 (10.53%) QA
System Software
1 1 (1.75%) Docker
Systems Management
1 3 (5.26%) Data Guard
1 3 (5.26%) Oracle EDQ
1 3 (5.26%) Oracle RMAN
Vendors
1 20 (35.09%) Oracle
2 8 (14.04%) Microsoft
3 7 (12.28%) SAP
4 5 (8.77%) Informatica
5 4 (7.02%) Google
6 3 (5.26%) Cognos
7 2 (3.51%) Talend
8 1 (1.75%) Salesforce.com
8 1 (1.75%) Tableau