Period
to 17 August 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 17 August 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
17 Aug 2018
Same period 2017 Same period 2016
Rank 132 78 64
Rank change year-on-year -54 -14 +8
Contract jobs citing ETL 61 102 174
As % of all contract IT jobs advertised in the West Midlands 1.20% 2.36% 2.87%
As % of the Processes & Methodologies category 1.43% 2.83% 3.42%
Number of daily rates quoted 38 64 109
West Midlands median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +11.89%
10th Percentile £317 £293 £310
90th Percentile £500 £571 £523
England median daily rate £460 £450 £425
% change year-on-year +2.22% +5.88% -
Number of hourly rates quoted 1 4 0
West Midlands median hourly rate £47.50 £35.00 -
Median hourly rate % change year-on-year +35.71% - -
England median hourly rate £38.50 £36.25 £44.00
% change year-on-year +6.21% -17.61% +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 4,263 3,606 5,082
As % of all contract IT jobs advertised in the West Midlands 83.54% 83.41% 83.70%
Number of daily rates quoted 2,554 2,278 2,967
West Midlands median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +6.67%
10th Percentile £265 £251 £238
90th Percentile £575 £550 £539
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +3.66%
Number of hourly rates quoted 199 124 125
West Midlands median hourly rate £15.50 £20.75 £17.00
Median hourly rate % change year-on-year -25.30% +22.06% -24.44%
10th Percentile £11.00 £10.96 £10.73
90th Percentile £35.00 £52.20 £39.30
England median hourly rate £21.50 £24.00 £23.50
% change year-on-year -10.42% +2.13% +9.05%

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 17 August 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 17 August 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 -24 24 £425 +0.89% 9
Shropshire -23 10 £350 -9.68%
Coventry -18 6 £394 +12.50%
Warwickshire -8 5 £456 +17.74% 3
Staffordshire -3 4 £431 +23.21% 4
Sutton Coldfield -2 3 £338 -38.07%
ETL
England

For the 6 months to 17 August 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 36 (59.02%) SQL
2 32 (52.46%) Data Warehouse
2 32 (52.46%) Migration
3 29 (47.54%) Oracle
4 25 (40.98%) SQL Server
5 24 (39.34%) Business Intelligence
6 23 (37.70%) Data Migration
7 19 (31.15%) Data Quality
8 17 (27.87%) Oracle Database
9 16 (26.23%) Agile Software Development
10 15 (24.59%) Data Analysis
11 13 (21.31%) PL/SQL
11 13 (21.31%) Analytics
11 13 (21.31%) Oracle Database 11g
12 12 (19.67%) Analytical Skills
12 12 (19.67%) ANSI SQL
13 11 (18.03%) Data Management
14 10 (16.39%) Oracle Database 12c
14 10 (16.39%) Integration Testing
15 9 (14.75%) Problem-Solving
15 9 (14.75%) Data Modelling
15 9 (14.75%) Microsoft
16 8 (13.11%) SAP
17 7 (11.48%) OLAP
17 7 (11.48%) Java
17 7 (11.48%) Unix
17 7 (11.48%) Linux
17 7 (11.48%) BusinessObjects
17 7 (11.48%) MySQL
17 7 (11.48%) QA

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 (11.48%) Confluence
2 4 (6.56%) Tomcat
3 3 (4.92%) SharePoint
4 2 (3.28%) Apache Spark
5 1 (1.64%) Apache
5 1 (1.64%) Apache ServiceMix
Applications
1 3 (4.92%) Microsoft Excel
2 1 (1.64%) Microsoft Office
2 1 (1.64%) Microsoft PowerPoint
Business Applications
1 6 (9.84%) SAP S/4HANA
2 1 (1.64%) Dynamics CRM
2 1 (1.64%) Salesforce.com CRM
Cloud Services
1 6 (9.84%) Microsoft Azure
2 2 (3.28%) Amazon AWS
3 1 (1.64%) Dynamics 365
3 1 (1.64%) Google Cloud Platform
3 1 (1.64%) Trello
Database & Business Intelligence
1 32 (52.46%) Data Warehouse
2 25 (40.98%) SQL Server
3 17 (27.87%) Oracle Database
4 13 (21.31%) Oracle Database 11g
5 10 (16.39%) Oracle Database 12c
6 7 (11.48%) BusinessObjects
6 7 (11.48%) MySQL
6 7 (11.48%) OLAP
7 6 (9.84%) BusinessObjects Web Intelligence
7 6 (9.84%) Lumira
7 6 (9.84%) SAP BW
7 6 (9.84%) SQL Server Integration Services
8 4 (6.56%) Enterprise Data Warehouse
8 4 (6.56%) Power BI
8 4 (6.56%) Qlik Sense
8 4 (6.56%) QlikView
8 4 (6.56%) SQL Server Reporting Services
9 3 (4.92%) Relational Database
9 3 (4.92%) Snowflake Schema
9 3 (4.92%) Star Schema
Development Applications
1 7 (11.48%) Jenkins
1 7 (11.48%) Selenium
1 7 (11.48%) Visual Studio Team System
2 4 (6.56%) WebDriver
3 2 (3.28%) JIRA
3 2 (3.28%) Team Foundation Server
4 1 (1.64%) Ant
4 1 (1.64%) Apache Ivy
4 1 (1.64%) Cucumber
4 1 (1.64%) Git (software)
4 1 (1.64%) Gradle
4 1 (1.64%) JMeter
4 1 (1.64%) Maven
4 1 (1.64%) SpecFlow
4 1 (1.64%) Visual Studio
General
1 6 (9.84%) Finance
2 1 (1.64%) Retail
Job Titles
1 28 (45.90%) Developer
2 16 (26.23%) SQL Developer
3 11 (18.03%) PL/SQL Developer
4 8 (13.11%) Consultant
5 7 (11.48%) Architect
6 6 (9.84%) Analyst
6 6 (9.84%) DBA
6 6 (9.84%) SAP Consultant
7 5 (8.20%) SAP BusinessObjects (BO) Consultant
8 4 (6.56%) ETL Developer
8 4 (6.56%) Oracle Developer
8 4 (6.56%) QA Tester
8 4 (6.56%) Tester
9 3 (4.92%) Administrator
9 3 (4.92%) Business Intelligence Architect
9 3 (4.92%) Business Intelligence Developer
9 3 (4.92%) Data Architect
9 3 (4.92%) Data Warehouse Developer
9 3 (4.92%) Test Analyst
10 2 (3.28%) ETL Architect
Libraries, Frameworks & Software Standards
1 3 (4.92%) .NET
1 3 (4.92%) JSON
2 2 (3.28%) XML
3 1 (1.64%) ActiveMQ
3 1 (1.64%) Apache Camel
3 1 (1.64%) Apache CXF
3 1 (1.64%) CSS
3 1 (1.64%) Hibernate
3 1 (1.64%) Java EE
3 1 (1.64%) JAXB
3 1 (1.64%) JSP
3 1 (1.64%) MDX
3 1 (1.64%) RESTful
3 1 (1.64%) SOAP
3 1 (1.64%) Web Services
3 1 (1.64%) XSD
Miscellaneous
1 12 (19.67%) Analytical Skills
2 1 (1.64%) Computer Science
2 1 (1.64%) Data Centre
2 1 (1.64%) Enterprise Software
Operating Systems
1 7 (11.48%) Linux
1 7 (11.48%) Unix
2 3 (4.92%) Windows
Processes & Methodologies
1 32 (52.46%) Migration
2 24 (39.34%) Business Intelligence
3 23 (37.70%) Data Migration
4 16 (26.23%) Agile Software Development
5 15 (24.59%) Data Analysis
6 13 (21.31%) Analytics
7 11 (18.03%) Data Management
8 10 (16.39%) Integration Testing
9 9 (14.75%) Data Modelling
9 9 (14.75%) Problem-Solving
10 6 (9.84%) Data Architecture
10 6 (9.84%) Data Reconciliation
10 6 (9.84%) Scenario Testing
10 6 (9.84%) Test Automation
11 5 (8.20%) Change Management
11 5 (8.20%) Data Governance
11 5 (8.20%) Data Integration
11 5 (8.20%) Master Data Management
12 4 (6.56%) Dimensional Modelling
12 4 (6.56%) Manual Testing
Programming Languages
1 36 (59.02%) SQL
2 13 (21.31%) PL/SQL
3 12 (19.67%) ANSI SQL
4 7 (11.48%) Java
5 2 (3.28%) C#
5 2 (3.28%) JavaScript
5 2 (3.28%) T-SQL
6 1 (1.64%) C
Qualifications
1 3 (4.92%) Oracle Certification
1 3 (4.92%) SC Cleared
1 3 (4.92%) Security Cleared
2 1 (1.64%) Computer Science Degree
2 1 (1.64%) Degree
2 1 (1.64%) OCA
2 1 (1.64%) TOGAF Certification
Quality Assurance & Compliance
1 19 (31.15%) Data Quality
2 7 (11.48%) QA
3 2 (3.28%) GDPR
3 2 (3.28%) PCI DSS
4 1 (1.64%) Cyber Essentials
4 1 (1.64%) Cyber Essentials PLUS
4 1 (1.64%) ISO/IEC 27001
Systems Management
1 3 (4.92%) Data Guard
1 3 (4.92%) Oracle EDQ
1 3 (4.92%) Oracle RMAN
Vendors
1 29 (47.54%) Oracle
2 9 (14.75%) Microsoft
3 8 (13.11%) SAP
4 5 (8.20%) Tableau
5 4 (6.56%) Cognos
5 4 (6.56%) Informatica
6 2 (3.28%) Google
7 1 (1.64%) Alteryx
7 1 (1.64%) Capita
7 1 (1.64%) IBM
7 1 (1.64%) Netezza
7 1 (1.64%) Progress
7 1 (1.64%) Salesforce.com
7 1 (1.64%) Talend