Period
to 21 February 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 21 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 > West Midlands
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 91 80 50
Rank change year-on-year -11 -30 +32
Contract jobs citing ETL 101 126 171
As % of all contract IT jobs advertised in the West Midlands 2.11% 2.38% 3.38%
As % of the Processes & Methodologies category 2.53% 2.87% 4.14%
Number of daily rates quoted 58 77 115
West Midlands median daily rate £425 £375 £400
Median daily rate % change year-on-year +13.33% -6.25% +7.74%
10th Percentile £309 £234 £273
90th Percentile £538 £523 £505
England median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% -
Number of hourly rates quoted 2 0 0
West Midlands median hourly rate £66.25 - -
England median hourly rate £55.00 £40.00 £50.50
% change year-on-year +37.50% -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 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 3,997 4,385 4,133
As % of all contract IT jobs advertised in the West Midlands 83.34% 82.80% 81.63%
Number of daily rates quoted 2,522 2,697 2,316
West Midlands median daily rate £407 £400 £388
Median daily rate % change year-on-year +1.81% +3.23% +6.90%
10th Percentile £250 £250 £250
90th Percentile £550 £541 £550
England median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% +4.42%
Number of hourly rates quoted 144 144 127
West Midlands median hourly rate £23.99 £22.00 £20.00
Median hourly rate % change year-on-year +9.05% +10.00% -11.11%
10th Percentile £11.25 £11.54 £10.69
90th Percentile £48.75 £42.50 £43.75
England median hourly rate £24.09 £25.00 £23.50
% change year-on-year -3.64% +6.38% +16.77%

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 21 February 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 21 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
Birmingham -11 31 £495 +49.10% 13
Staffordshire +11 14 £375 -6.25% 3
Warwickshire -8 11 £450 +12.50% 3
Coventry +5 10 £450 +29.50% 4
Sutton Coldfield 0 7 £317 -53.00%
Solihull +9 6 £380 +8.57% 1
Wolverhampton -2 3 £460 +2.22% 2
Kingswinford - 3 £460 -
Herefordshire - 1 - -
ETL
England

For the 6 months to 21 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 West Midlands region with a requirement for ETL.

1 54 (53.47%) SQL
1 54 (53.47%) SQL Server
2 50 (49.50%) Business Intelligence
3 48 (47.52%) Data Warehouse
4 42 (41.58%) SQL Server Integration Services
5 41 (40.59%) SQL Server Reporting Services
6 36 (35.64%) Migration
7 34 (33.66%) Microsoft
8 31 (30.69%) Agile Software Development
9 27 (26.73%) T-SQL
9 27 (26.73%) Data Migration
10 26 (25.74%) SQL Server Analysis Services
11 25 (24.75%) Finance
12 20 (19.80%) Oracle
12 20 (19.80%) Analytics
13 17 (16.83%) Power BI
14 15 (14.85%) Data Modelling
14 15 (14.85%) Cognos
15 14 (13.86%) Data Management
16 13 (12.87%) Data Quality
17 12 (11.88%) SQL Server 2012
17 12 (11.88%) Microsoft Azure
17 12 (11.88%) Tableau
17 12 (11.88%) ETL Development
18 11 (10.89%) SQL Server 2016
18 11 (10.89%) .NET
18 11 (10.89%) Oracle Database
19 10 (9.90%) Security Cleared
19 10 (9.90%) SAP
19 10 (9.90%) Web Services

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 9 (8.91%) SharePoint
2 6 (5.94%) ArcGIS
3 4 (3.96%) Oracle SOA Suite
4 1 (0.99%) SAS
Applications
1 9 (8.91%) Microsoft Excel
2 4 (3.96%) Microsoft Office
Business Applications
1 3 (2.97%) Dynamics CRM
1 3 (2.97%) SAP Payroll
2 2 (1.98%) SAP Retail
3 1 (0.99%) Dynamics AX
3 1 (0.99%) Dynamics NAV
3 1 (0.99%) Maximo
3 1 (0.99%) SAP ERP
Cloud Services
1 12 (11.88%) Microsoft Azure
2 8 (7.92%) SaaS
3 7 (6.93%) Amazon AWS
4 3 (2.97%) Dynamics 365
5 1 (0.99%) Azure Data Factory
5 1 (0.99%) Data Lake Analytics
5 1 (0.99%) Google Cloud Platform
Communications & Networking
1 3 (2.97%) SMS
Database & Business Intelligence
1 54 (53.47%) SQL Server
2 48 (47.52%) Data Warehouse
3 42 (41.58%) SQL Server Integration Services
4 41 (40.59%) SQL Server Reporting Services
5 26 (25.74%) SQL Server Analysis Services
6 17 (16.83%) Power BI
7 12 (11.88%) SQL Server 2012
8 11 (10.89%) Oracle Database
8 11 (10.89%) SQL Server 2016
9 8 (7.92%) OLAP
9 8 (7.92%) Pentaho
9 8 (7.92%) SQL Server 2014
10 7 (6.93%) Microsoft Analysis Services
10 7 (6.93%) Oracle OLAP
11 6 (5.94%) DataStage
12 5 (4.95%) Oracle Database 11g
12 5 (4.95%) Oracle Database 12c
12 5 (4.95%) RDBMS
12 5 (4.95%) Relational Database
12 5 (4.95%) SQL Server 2008
Development Applications
1 6 (5.94%) Team Foundation Server
2 4 (3.96%) Git (software)
3 3 (2.97%) Subversion
4 2 (1.98%) SoapUI
5 1 (0.99%) Jenkins
5 1 (0.99%) Maven
General
1 25 (24.75%) Finance
2 8 (7.92%) Retail
3 3 (2.97%) Marketing
4 2 (1.98%) Banking
4 2 (1.98%) Manufacturing
4 2 (1.98%) Pharmaceutical
5 1 (0.99%) Advertising
Job Titles
1 50 (49.50%) Developer
2 27 (26.73%) Business Intelligence Developer
3 14 (13.86%) Analyst
3 14 (13.86%) SQL Developer
4 12 (11.88%) Architect
5 11 (10.89%) SSIS Developer
6 10 (9.90%) Senior Developer
7 9 (8.91%) DBA
7 9 (8.91%) Senior Business Intelligence Developer
7 9 (8.91%) SSRS Developer
8 8 (7.92%) Consultant
8 8 (7.92%) ETL Developer
8 8 (7.92%) Solutions Architect
9 7 (6.93%) Data Warehouse Developer
10 6 (5.94%) Business Developer
10 6 (5.94%) Business Intelligence Analyst
10 6 (5.94%) Microsoft BI Developer
10 6 (5.94%) Microsoft Developer
10 6 (5.94%) Test Analyst
11 5 (4.95%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 11 (10.89%) .NET
2 10 (9.90%) Web Services
3 7 (6.93%) MDX
4 4 (3.96%) REST
4 4 (3.96%) WCF
4 4 (3.96%) WPF
5 3 (2.97%) RESTful
6 1 (0.99%) FIX Protocol
6 1 (0.99%) HTML
6 1 (0.99%) JMS
6 1 (0.99%) Kafka
6 1 (0.99%) Oracle Fusion
6 1 (0.99%) RabbitMQ
6 1 (0.99%) Visualforce
Miscellaneous
1 7 (6.93%) Analytical Skills
2 4 (3.96%) FMCG
3 3 (2.97%) Greenfield Project
4 2 (1.98%) Computer Science
5 1 (0.99%) Data Centre
5 1 (0.99%) Data Structures
5 1 (0.99%) Fintech
5 1 (0.99%) Life Science
5 1 (0.99%) LIMS
5 1 (0.99%) NHS
5 1 (0.99%) Replication
5 1 (0.99%) SCADA
Operating Systems
1 3 (2.97%) Windows
2 2 (1.98%) Unix
3 1 (0.99%) Windows 10
Processes & Methodologies
1 50 (49.50%) Business Intelligence
2 36 (35.64%) Migration
3 31 (30.69%) Agile Software Development
4 27 (26.73%) Data Migration
5 20 (19.80%) Analytics
6 15 (14.85%) Data Modelling
7 14 (13.86%) Data Management
8 12 (11.88%) ETL Development
9 9 (8.91%) Visualisation
10 7 (6.93%) Complex ETL
10 7 (6.93%) CRM
11 6 (5.94%) Continuous Improvement
11 6 (5.94%) Data Transformation
11 6 (5.94%) Integration Testing
11 6 (5.94%) Kimball Methodology
11 6 (5.94%) System Integration Testing
12 5 (4.95%) Data Analysis
12 5 (4.95%) Database Security
12 5 (4.95%) ERP
12 5 (4.95%) Performance Tuning
Programming Languages
1 54 (53.47%) SQL
2 27 (26.73%) T-SQL
3 8 (7.92%) C#
4 7 (6.93%) Java
5 5 (4.95%) PL/SQL
6 4 (3.96%) JavaScript
7 3 (2.97%) Shell Script
8 2 (1.98%) Data Analysis Expressions (DAX)
9 1 (0.99%) Apex Code
9 1 (0.99%) Data Mining Extensions (DMX)
9 1 (0.99%) PowerShell
9 1 (0.99%) VBA
Qualifications
1 10 (9.90%) Security Cleared
2 9 (8.91%) SC Cleared
3 3 (2.97%) Degree
4 2 (1.98%) Master's Degree
5 1 (0.99%) BPSS Clearance
5 1 (0.99%) ISEB
5 1 (0.99%) ISTQB
Quality Assurance & Compliance
1 13 (12.87%) Data Quality
2 2 (1.98%) PCI DSS
3 1 (0.99%) Cyber Essentials
3 1 (0.99%) Cyber Essentials PLUS
3 1 (0.99%) Disclosure Scotland
3 1 (0.99%) GDPR
3 1 (0.99%) ISO/IEC 27001
3 1 (0.99%) QA
System Software
1 1 (0.99%) Tivoli Workload Scheduler
Systems Management
1 8 (7.92%) Oracle EDQ
2 5 (4.95%) Data Guard
2 5 (4.95%) Oracle RMAN
3 4 (3.96%) Opscode Chef
3 4 (3.96%) Puppet
3 4 (3.96%) Terraform
4 2 (1.98%) HP Quality Center
5 1 (0.99%) Systems Management Server (SMS)
5 1 (0.99%) Tivoli
Vendors
1 34 (33.66%) Microsoft
2 20 (19.80%) Oracle
3 15 (14.85%) Cognos
4 12 (11.88%) Tableau
5 10 (9.90%) SAP
6 4 (3.96%) IBM
7 2 (1.98%) HP
7 2 (1.98%) Netezza
8 1 (0.99%) Capita
8 1 (0.99%) ESRI
8 1 (0.99%) Google
8 1 (0.99%) Informatica
8 1 (0.99%) OpenText
8 1 (0.99%) Salesforce.com
8 1 (0.99%) Syncsort
8 1 (0.99%) Talend
8 1 (0.99%) Teradata