Period
to 24 May 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 24 May 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
24 May 2018
Same period 2017 Same period 2016
Rank 121 79 52
Rank change year-on-year -42 -27 +21
Contract jobs citing ETL 69 96 179
As % of all contract IT jobs advertised in the West Midlands 1.41% 2.23% 3.32%
As % of the Processes & Methodologies category 1.68% 2.74% 3.96%
Number of daily rates quoted 42 59 105
West Midlands median daily rate £450 £365 £450
Median daily rate % change year-on-year +23.29% -18.89% +20.00%
10th Percentile £313 £256 £313
90th Percentile £536 £575 £525
England median daily rate £470 £450 £425
% change year-on-year +4.44% +5.88% -
Number of hourly rates quoted 1 1 0
West Midlands median hourly rate £47.50 £17.00 -
Median hourly rate % change year-on-year +179.41% - -
England median hourly rate £52.50 £40.00 £38.50
% change year-on-year +31.25% +3.90% +1.85%

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 4,104 3,500 4,519
As % of all contract IT jobs advertised in the West Midlands 83.77% 81.26% 83.78%
Number of daily rates quoted 2,525 2,187 2,556
West Midlands median daily rate £425 £400 £390
Median daily rate % change year-on-year +6.25% +2.56% +7.59%
10th Percentile £264 £240 £231
90th Percentile £575 £538 £550
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +4.42%
Number of hourly rates quoted 175 136 106
West Midlands median hourly rate £15.50 £21.50 £18.14
Median hourly rate % change year-on-year -27.91% +18.54% -25.97%
10th Percentile £10.60 £11.50 £10.73
90th Percentile £42.20 £50.75 £38.75
England median hourly rate £22.00 £25.06 £23.00
% change year-on-year -12.21% +8.96% +9.52%

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 24 May 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 24 May 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 -12 29 £450 +28.57% 10
Warwickshire -3 10 £500 +53.85% 3
Coventry -14 7 £356 -5.00%
Staffordshire 0 4 £363 +5.07% 9
Solihull -6 4 - -
Shropshire -14 3 £438 +6.06% 2
Wolverhampton -3 1 - - 1
ETL
England

For the 6 months to 24 May 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 40 (57.97%) SQL Server
2 38 (55.07%) Data Warehouse
3 35 (50.72%) SQL
4 32 (46.38%) Business Intelligence
5 28 (40.58%) Migration
6 25 (36.23%) Data Migration
7 24 (34.78%) Agile Software Development
8 21 (30.43%) SQL Server Integration Services
9 19 (27.54%) SQL Server Reporting Services
9 19 (27.54%) Oracle
9 19 (27.54%) Microsoft
10 16 (23.19%) Finance
11 13 (18.84%) Data Modelling
11 13 (18.84%) SQL Server Analysis Services
12 12 (17.39%) Microsoft Azure
12 12 (17.39%) Data Quality
12 12 (17.39%) T-SQL
13 10 (14.49%) Analytics
14 9 (13.04%) SQL Server 2012
14 9 (13.04%) Integration Testing
14 9 (13.04%) Analytical Skills
14 9 (13.04%) Oracle Database
14 9 (13.04%) Power BI
15 8 (11.59%) SQL Server 2016
15 8 (11.59%) Amazon AWS
15 8 (11.59%) .NET
15 8 (11.59%) Java
15 8 (11.59%) Cognos
15 8 (11.59%) Data Management
15 8 (11.59%) Data Analysis

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 3 (4.35%) Confluence
1 3 (4.35%) SharePoint
2 1 (1.45%) Apache Spark
2 1 (1.45%) Tomcat
Applications
1 4 (5.80%) Microsoft Excel
2 1 (1.45%) Microsoft PowerPoint
Business Applications
1 3 (4.35%) SAP Payroll
2 1 (1.45%) Dynamics CRM
2 1 (1.45%) Dynamics NAV
2 1 (1.45%) SAP S/4HANA
Cloud Services
1 12 (17.39%) Microsoft Azure
2 8 (11.59%) Amazon AWS
3 4 (5.80%) SaaS
4 2 (2.90%) Google Cloud Platform
5 1 (1.45%) Azure Data Factory
5 1 (1.45%) Data Lake Analytics
5 1 (1.45%) Dynamics 365
5 1 (1.45%) Trello
Communications & Networking
1 1 (1.45%) SMS
Database & Business Intelligence
1 40 (57.97%) SQL Server
2 38 (55.07%) Data Warehouse
3 21 (30.43%) SQL Server Integration Services
4 19 (27.54%) SQL Server Reporting Services
5 13 (18.84%) SQL Server Analysis Services
6 9 (13.04%) Oracle Database
6 9 (13.04%) Power BI
6 9 (13.04%) SQL Server 2012
7 8 (11.59%) SQL Server 2016
8 7 (10.14%) Oracle Database 11g
8 7 (10.14%) QlikView
9 5 (7.25%) DataStage
9 5 (7.25%) SQL Server 2008
10 4 (5.80%) Enterprise Data Warehouse
10 4 (5.80%) MySQL
10 4 (5.80%) OLAP
10 4 (5.80%) Oracle Database 12c
10 4 (5.80%) PostgreSQL
10 4 (5.80%) Qlik Sense
10 4 (5.80%) SQL Server 2014
Development Applications
1 5 (7.25%) Team Foundation Server
2 3 (4.35%) Jenkins
2 3 (4.35%) Selenium
2 3 (4.35%) Visual Studio Team System
3 1 (1.45%) Git (software)
3 1 (1.45%) JIRA
3 1 (1.45%) WebDriver
General
1 16 (23.19%) Finance
2 4 (5.80%) Retail
3 3 (4.35%) Marketing
4 1 (1.45%) Advertising
4 1 (1.45%) Manufacturing
Job Titles
1 34 (49.28%) Developer
2 15 (21.74%) Business Intelligence Developer
3 12 (17.39%) SQL Developer
4 10 (14.49%) Architect
5 6 (8.70%) Analyst
5 6 (8.70%) Consultant
5 6 (8.70%) PL/SQL Developer
5 6 (8.70%) Solutions Architect
5 6 (8.70%) SSIS Developer
6 5 (7.25%) ETL Developer
6 5 (7.25%) Microsoft BI Developer
6 5 (7.25%) Microsoft Developer
6 5 (7.25%) Project Manager
6 5 (7.25%) SSAS Developer
7 4 (5.80%) Data Warehouse Developer
7 4 (5.80%) DataStage Developer
7 4 (5.80%) DBA
7 4 (5.80%) SAP Consultant
7 4 (5.80%) SSRS Developer
7 4 (5.80%) Test Analyst
Libraries, Frameworks & Software Standards
1 8 (11.59%) .NET
2 6 (8.70%) MDX
3 4 (5.80%) REST
3 4 (5.80%) Web Services
4 1 (1.45%) CSS
4 1 (1.45%) Hibernate
4 1 (1.45%) HTML
4 1 (1.45%) JAXB
4 1 (1.45%) JSON
4 1 (1.45%) JSP
4 1 (1.45%) Oracle Fusion
Miscellaneous
1 9 (13.04%) Analytical Skills
2 1 (1.45%) Data Centre
2 1 (1.45%) Greenfield Project
Operating Systems
1 4 (5.80%) Linux
1 4 (5.80%) Unix
2 2 (2.90%) Windows
Processes & Methodologies
1 32 (46.38%) Business Intelligence
2 28 (40.58%) Migration
3 25 (36.23%) Data Migration
4 24 (34.78%) Agile Software Development
5 13 (18.84%) Data Modelling
6 10 (14.49%) Analytics
7 9 (13.04%) Integration Testing
8 8 (11.59%) Data Analysis
8 8 (11.59%) Data Management
9 7 (10.14%) ETL Development
10 6 (8.70%) Collaborative Working
10 6 (8.70%) Data Transformation
11 5 (7.25%) Data Architecture
11 5 (7.25%) Data Governance
11 5 (7.25%) Data Integration
11 5 (7.25%) Master Data Management
11 5 (7.25%) Problem-Solving
12 4 (5.80%) Deployment Automation
12 4 (5.80%) Scenario Testing
12 4 (5.80%) System Integration Testing
Programming Languages
1 35 (50.72%) SQL
2 12 (17.39%) T-SQL
3 8 (11.59%) Java
4 7 (10.14%) ANSI SQL
4 7 (10.14%) PL/SQL
5 2 (2.90%) JavaScript
5 2 (2.90%) Shell Script
6 1 (1.45%) C
6 1 (1.45%) C#
6 1 (1.45%) Data Analysis Expressions (DAX)
Qualifications
1 2 (2.90%) Oracle Certification
1 2 (2.90%) SC Cleared
1 2 (2.90%) Security Cleared
1 2 (2.90%) TOGAF Certification
Quality Assurance & Compliance
1 12 (17.39%) Data Quality
2 4 (5.80%) QA
3 3 (4.35%) GDPR
3 3 (4.35%) PCI DSS
4 2 (2.90%) Cyber Essentials
4 2 (2.90%) Cyber Essentials PLUS
4 2 (2.90%) ISO/IEC 27001
Systems Management
1 4 (5.80%) Opscode Chef
1 4 (5.80%) Puppet
1 4 (5.80%) Terraform
Vendors
1 19 (27.54%) Microsoft
1 19 (27.54%) Oracle
2 8 (11.59%) Cognos
3 7 (10.14%) Tableau
4 5 (7.25%) SAP
5 2 (2.90%) Google
6 1 (1.45%) Alteryx
6 1 (1.45%) IBM
6 1 (1.45%) Netezza
6 1 (1.45%) Progress