Period
to 19 January 2019

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 19 January 2019 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
19 Jan 2019
Same period 2018 Same period 2017
Rank 108 80 79
Rank change year-on-year -28 -1 -35
Contract jobs citing ETL 88 116 132
As % of all contract IT jobs advertised in the West Midlands 1.82% 2.47% 2.40%
As % of the Processes & Methodologies category 2.09% 2.95% 2.87%
Number of daily rates quoted 53 72 83
West Midlands median daily rate £425 £425 £375
Median daily rate % change year-on-year - +13.33% -3.54%
10th Percentile £308 £313 £228
90th Percentile £596 £538 £533
England median daily rate £460 £450 £438
% change year-on-year +2.22% +2.86% +2.94%
Number of hourly rates quoted 0 4 0
West Midlands median hourly rate - £59.00 -
England median hourly rate £22.00 £48.73 £41.00
% change year-on-year -54.85% +18.85% -8.89%

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 4,206 3,936 4,603
As % of all contract IT jobs advertised in the West Midlands 86.95% 83.67% 83.80%
Number of daily rates quoted 2,619 2,513 2,775
West Midlands median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +6.67%
10th Percentile £281 £238 £250
90th Percentile £575 £549 £550
England median daily rate £475 £450 £430
% change year-on-year +5.56% +4.65% +1.18%
Number of hourly rates quoted 125 145 148
West Midlands median hourly rate £16.00 £24.98 £18.94
Median hourly rate % change year-on-year -35.95% +31.89% -5.30%
10th Percentile £11.01 £11.42 £10.61
90th Percentile £45.00 £48.75 £40.09
England median hourly rate £23.50 £23.14 £23.78
% change year-on-year +1.56% -2.67% +5.67%

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 19 January 2019.

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 19 January 2019. 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 +2 28 £400 -11.11% 16
Shropshire - 23 £500 - 1
Warwickshire +9 13 £463 +2.78% 2
Coventry -16 5 £388 +3.33% 1
Staffordshire -24 2 - - 4
Solihull +5 1 - - 3
Walsall - 1 £375 -
ETL
England

For the 6 months to 19 January 2019, 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 62 (70.45%) SQL
2 45 (51.14%) Data Warehouse
3 34 (38.64%) Agile Software Development
4 32 (36.36%) Business Intelligence
5 31 (35.23%) SQL Server
6 30 (34.09%) Microsoft Azure
7 27 (30.68%) SQL Server Integration Services
8 24 (27.27%) Microsoft
9 22 (25.00%) Migration
10 21 (23.86%) Amazon AWS
11 20 (22.73%) Analytics
12 19 (21.59%) Data Architecture
12 19 (21.59%) T-SQL
13 17 (19.32%) Data Modelling
13 17 (19.32%) Google
13 17 (19.32%) Data Migration
14 16 (18.18%) NoSQL
14 16 (18.18%) XML
15 15 (17.05%) Java
15 15 (17.05%) SQL Server Reporting Services
15 15 (17.05%) Hadoop
15 15 (17.05%) Jenkins
16 14 (15.91%) DevOps
16 14 (15.91%) Microservices
16 14 (15.91%) SQL Server Analysis Services
16 14 (15.91%) Maven
16 14 (15.91%) Oracle
17 13 (14.77%) Ant
17 13 (14.77%) Dependency Management
17 13 (14.77%) Gradle

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 6 (6.82%) SharePoint
2 3 (3.41%) Apache Airflow
3 2 (2.27%) Apache
3 2 (2.27%) Apache Spark
3 2 (2.27%) Confluence
4 1 (1.14%) Apache ServiceMix
4 1 (1.14%) SAS
Applications
1 8 (9.09%) Microsoft Excel
2 4 (4.55%) Microsoft Office
3 2 (2.27%) Microsoft PowerPoint
3 2 (2.27%) MS Visio
4 1 (1.14%) Spreadsheet
Business Applications
1 2 (2.27%) Dynamics CRM
1 2 (2.27%) Dynamics NAV
2 1 (1.14%) Cognos Business Intelligence
2 1 (1.14%) Dynamics AX
2 1 (1.14%) Salesforce.com CRM
Cloud Services
1 30 (34.09%) Microsoft Azure
2 21 (23.86%) Amazon AWS
3 7 (7.95%) Dynamics 365
4 4 (4.55%) Azure Data Factory
4 4 (4.55%) Google Cloud Platform
5 1 (1.14%) Amazon EMR
5 1 (1.14%) Amazon Kinesis
5 1 (1.14%) Amazon S3
5 1 (1.14%) AWS Lambda
5 1 (1.14%) Google Analytics
5 1 (1.14%) PaaS
5 1 (1.14%) Serverless
Database & Business Intelligence
1 45 (51.14%) Data Warehouse
2 31 (35.23%) SQL Server
3 27 (30.68%) SQL Server Integration Services
4 16 (18.18%) NoSQL
5 15 (17.05%) Hadoop
5 15 (17.05%) SQL Server Reporting Services
6 14 (15.91%) SQL Server Analysis Services
7 13 (14.77%) Big Data
8 12 (13.64%) Power BI
9 9 (10.23%) BusinessObjects
10 5 (5.68%) Oracle Database
10 5 (5.68%) Relational Database
11 4 (4.55%) Amazon Redshift
11 4 (4.55%) Data Lake
11 4 (4.55%) Microsoft Analysis Services
11 4 (4.55%) MySQL
11 4 (4.55%) Oracle Database 11g
12 3 (3.41%) Azure SQL Data Warehouse
12 3 (3.41%) SQL Server 2012
12 3 (3.41%) SQL Server 2016
Development Applications
1 15 (17.05%) Jenkins
2 14 (15.91%) Maven
3 13 (14.77%) Ant
3 13 (14.77%) Apache Ivy
3 13 (14.77%) Gradle
4 6 (6.82%) Selenium
5 5 (5.68%) PVCS
6 4 (4.55%) JIRA
7 3 (3.41%) Vagrant
7 3 (3.41%) Visual Studio Team System
8 2 (2.27%) Cucumber
8 2 (2.27%) Git (software)
8 2 (2.27%) Visual Studio
8 2 (2.27%) WebDriver
9 1 (1.14%) Artifactory
9 1 (1.14%) Bitbucket
9 1 (1.14%) JMeter
9 1 (1.14%) SoapUI
9 1 (1.14%) SpecFlow
General
1 6 (6.82%) Finance
1 6 (6.82%) Retail
2 2 (2.27%) Banking
3 1 (1.14%) German Language
3 1 (1.14%) Legal
3 1 (1.14%) Manufacturing
3 1 (1.14%) Spanish Language
Job Titles
1 25 (28.41%) Developer
2 22 (25.00%) Architect
3 19 (21.59%) Analyst
4 11 (12.50%) Business Intelligence Developer
5 10 (11.36%) Test Analyst
6 9 (10.23%) AWS Architect
7 8 (9.09%) Data Architect
7 8 (9.09%) Integration Architect
7 8 (9.09%) SQL Developer
8 7 (7.95%) Java Architect
9 6 (6.82%) Business Intelligence Analyst
9 6 (6.82%) Data Analyst
9 6 (6.82%) ETL Analyst
9 6 (6.82%) SQL Analyst
10 5 (5.68%) Agile Test Analyst
10 5 (5.68%) Cloud Architect
10 5 (5.68%) Lead Architect
10 5 (5.68%) PL/SQL Developer
11 4 (4.55%) ETL Developer
11 4 (4.55%) Tester
Libraries, Frameworks & Software Standards
1 16 (18.18%) XML
2 11 (12.50%) JSON
3 9 (10.23%) .NET
3 9 (10.23%) Java EE
3 9 (10.23%) RESTful
3 9 (10.23%) SOAP
3 9 (10.23%) Web Services
3 9 (10.23%) XSD
4 4 (4.55%) MDX
5 1 (1.14%) ActiveMQ
5 1 (1.14%) Apache Camel
5 1 (1.14%) Apache CXF
5 1 (1.14%) J2EE
5 1 (1.14%) LAPP Stack
5 1 (1.14%) NumPy
5 1 (1.14%) Oracle Fusion
5 1 (1.14%) Pandas
5 1 (1.14%) Seaborn
Miscellaneous
1 9 (10.23%) Enterprise Software
2 7 (7.95%) Analytical Skills
3 4 (4.55%) Data Structures
4 3 (3.41%) Algorithms
5 2 (2.27%) Self-Motivation
6 1 (1.14%) FMCG
6 1 (1.14%) Greenfield Project
Operating Systems
1 8 (9.09%) Unix
2 7 (7.95%) Linux
Processes & Methodologies
1 34 (38.64%) Agile Software Development
2 32 (36.36%) Business Intelligence
3 22 (25.00%) Migration
4 20 (22.73%) Analytics
5 19 (21.59%) Data Architecture
6 17 (19.32%) Data Migration
6 17 (19.32%) Data Modelling
7 14 (15.91%) DevOps
7 14 (15.91%) Microservices
8 13 (14.77%) Dependency Management
9 10 (11.36%) Data Analysis
9 10 (11.36%) Stakeholder Management
10 9 (10.23%) Enterprise Architecture
10 9 (10.23%) SOA
10 9 (10.23%) Software Architecture
11 8 (9.09%) Computer Science
11 8 (9.09%) Mentoring
12 7 (7.95%) Data Management
12 7 (7.95%) People Management
12 7 (7.95%) Requirements Management
Programming Languages
1 62 (70.45%) SQL
2 19 (21.59%) T-SQL
3 15 (17.05%) Java
4 9 (10.23%) JavaScript
4 9 (10.23%) PL/SQL
5 7 (7.95%) Python
6 4 (4.55%) ANSI SQL
7 3 (3.41%) VBA
8 2 (2.27%) C#
9 1 (1.14%) R
9 1 (1.14%) Scala
9 1 (1.14%) VB
Qualifications
1 10 (11.36%) Degree
2 9 (10.23%) SC Cleared
2 9 (10.23%) Security Cleared
3 8 (9.09%) Computer Science Degree
4 6 (6.82%) ISTQB
5 3 (3.41%) ISEB
6 2 (2.27%) Numerate Degree
7 1 (1.14%) BPSS Clearance
7 1 (1.14%) OCA
7 1 (1.14%) Oracle Certification
Quality Assurance & Compliance
1 12 (13.64%) Data Quality
2 5 (5.68%) QA
3 1 (1.14%) GDPR
3 1 (1.14%) SLA
System Software
1 4 (4.55%) Docker
Systems Management
1 4 (4.55%) Ansible
1 4 (4.55%) Terraform
2 3 (3.41%) Kubernetes
Vendors
1 24 (27.27%) Microsoft
2 17 (19.32%) Google
3 14 (15.91%) Oracle
4 10 (11.36%) Informatica
5 3 (3.41%) Cognos
5 3 (3.41%) Tableau
6 2 (2.27%) Talend
7 1 (1.14%) Cloudera
7 1 (1.14%) Salesforce.com
7 1 (1.14%) SAP