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 3 months to 27 March 2017 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
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 61 62 64
Rank change year-on-year +1 +2  
Contract jobs citing ETL 57 76 66
As % of all contract IT jobs advertised in the West Midlands 2.54% 2.82% 2.56%
As % of the Processes & Methodologies category 3.17% 3.42% 3.40%
Number of daily rates quoted 34 37 26
Median daily rate £369 £450 £375
Median daily rate % change year-on-year -18.05% +20.00%  
90% offered a daily rate of more than £254 £317 £294
10% offered a daily rate of more than £425 £520 £550
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 0 0 1
Median hourly rate - - £36.50
UK excluding London median hourly rate £37.50 - £40.00

ETL is in the process and methodology skills category. The next 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 and methodology skills.

Contract Process & Methodology Skills
West Midlands
Contract job vacancies with a requirement for process and methodology skills 1797 2219 1944
As % of all contract IT job vacancies advertised in the West Midlands 79.97% 82.43% 75.35%
Number of daily rates quoted 1161 1219 1120
Median daily rate £413 £400 £388
Median daily rate % change year-on-year +3.12% +3.22%  
90% offered a daily rate of more than £275 £275 £260
10% offered a daily rate of more than £515 £550 £530
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 58 45 110
Median hourly rate £24.50 £18.25 £30.00
Median hourly rate % change year-on-year +34.24% -39.16%  
90% offered a hourly rate of more than £12.00 £10.73 £13.06
10% offered a hourly rate of more than £35.00 £37.50 £40.00
UK excluding London median hourly rate £36.25 £38.50 £30.20
% change year-on-year -5.84% +27.48%  

ETL
Job Vacancy Trend in the West Midlands

The job posting trend of jobs advertised in the West Midlands citing ETL as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

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 3 months to 27 March 2017.

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 hourly rates quoted in IT contractor 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 3 months to 27 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Birmingham +4 15 £381 -1.61% 8
Warwickshire -6 7 £363 -6.45% 4
Coventry +7 5 £363 -
Worcestershire +3 3 £350 - 2
Shropshire +27 2 £388 -15.76% 1
Smethwick - 1 - -
West Bromwich - 1 - -
Wolverhampton - 1 £390 -
Staffordshire - 1 £325 -
ETL
England

ETL
Top 30 Co-occurring IT Skills in the West Midlands

For the 6 months to 27 March 2017, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the West Midlands region with a requirement for ETL.

1 67 (59.82%) SQL
2 63 (56.25%) Business Intelligence
3 58 (51.79%) Data Warehouse
4 52 (46.43%) SQL Server Integration Services
5 49 (43.75%) SQL Server
6 45 (40.18%) SQL Server Reporting Services
7 40 (35.71%) Microsoft
8 35 (31.25%) SQL Server Analysis Services
9 24 (21.43%) Migration
10 20 (17.86%) Data Migration
10 20 (17.86%) SQL Server 2014
11 18 (16.07%) SQL Server 2016
11 18 (16.07%) Agile Software Development
11 18 (16.07%) T-SQL
12 16 (14.29%) Data Modelling
13 15 (13.39%) Oracle
14 14 (12.50%) Retail
14 14 (12.50%) QlikView
14 14 (12.50%) Team Foundation Server
14 14 (12.50%) Microsoft Azure
15 13 (11.61%) Finance
15 13 (11.61%) Informatica
16 12 (10.71%) BusinessObjects
16 12 (10.71%) Big Data
16 12 (10.71%) Kimball Methodology
16 12 (10.71%) Analytics
17 11 (9.82%) Data Quality
17 11 (9.82%) Advertising
18 10 (8.93%) OLAP
19 9 (8.04%) Power BI

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 (2.68%) Apache
1 3 (2.68%) Apache Spark
2 2 (1.79%) ColdFusion
2 2 (1.79%) SAS
3 1 (0.89%) Apache Pig
3 1 (0.89%) BizTalk Server
3 1 (0.89%) SharePoint
Applications
1 9 (8.04%) MS Excel
Business Applications
1 3 (2.68%) SAP ERP
2 2 (1.79%) Oracle EBS
2 2 (1.79%) Remedy ITSM
2 2 (1.79%) SAP CAR
3 1 (0.89%) assyst
3 1 (0.89%) Oracle ERP
3 1 (0.89%) Oracle Procure-to-Pay
3 1 (0.89%) Remedy AR System
3 1 (0.89%) SAP Business One
Cloud Services
1 14 (12.50%) Microsoft Azure
2 4 (3.57%) Cloud Computing
3 3 (2.68%) Amazon AWS
3 3 (2.68%) Amazon EMR
3 3 (2.68%) Boomi
4 2 (1.79%) IaaS
4 2 (1.79%) PaaS
Communications & Networking
1 1 (0.89%) LDAP
1 1 (0.89%) OSPF
1 1 (0.89%) SNMP
Database & Business Intelligence
1 58 (51.79%) Data Warehouse
2 52 (46.43%) SQL Server Integration Services
3 49 (43.75%) SQL Server
4 45 (40.18%) SQL Server Reporting Services
5 35 (31.25%) SQL Server Analysis Services
6 20 (17.86%) SQL Server 2014
7 18 (16.07%) SQL Server 2016
8 14 (12.50%) QlikView
9 12 (10.71%) Big Data
9 12 (10.71%) BusinessObjects
10 10 (8.93%) OLAP
11 9 (8.04%) Power BI
12 8 (7.14%) SQL Server 2008
13 6 (5.36%) DataStage
13 6 (5.36%) Hadoop
13 6 (5.36%) SQL Server 2005
14 5 (4.46%) Data Mining
14 5 (4.46%) SQL Server 2012
15 4 (3.57%) IBM InfoSphere
15 4 (3.57%) Relational Database
Development Applications
1 14 (12.50%) Team Foundation Server
2 6 (5.36%) Visual Studio
3 5 (4.46%) Talend Open Studio
4 2 (1.79%) JIRA
4 2 (1.79%) Oracle APEX
5 1 (0.89%) LoadRunner
5 1 (0.89%) SoapUI
General
1 14 (12.50%) Retail
2 13 (11.61%) Finance
3 11 (9.82%) Advertising
4 5 (4.46%) Banking
4 5 (4.46%) Marketing
5 2 (1.79%) Legal
5 2 (1.79%) Pharmaceutical
5 2 (1.79%) Telecoms
6 1 (0.89%) Automotive
6 1 (0.89%) Financial Institution
Job Titles
1 68 (60.71%) Developer
2 31 (27.68%) Business Intelligence Developer
3 18 (16.07%) Analyst
4 16 (14.29%) SQL Developer
5 13 (11.61%) ETL Developer
5 13 (11.61%) SSIS Developer
6 10 (8.93%) Senior Developer
6 10 (8.93%) SSRS Developer
7 9 (8.04%) SQL BI Developer
7 9 (8.04%) SSAS Developer
8 8 (7.14%) Architect
8 8 (7.14%) Data Warehouse Developer
8 8 (7.14%) Test Analyst
9 7 (6.25%) Business Developer
9 7 (6.25%) Senior Business Intelligence Developer
10 6 (5.36%) Data Analyst
10 6 (5.36%) ETL Analyst
10 6 (5.36%) SQL Analyst
11 5 (4.46%) Consultant
11 5 (4.46%) DBA
Libraries, Frameworks & Software Standards
1 9 (8.04%) XML
2 8 (7.14%) MDX
3 5 (4.46%) .NET
3 5 (4.46%) SOAP
3 5 (4.46%) Web Services
4 4 (3.57%) JSON
5 3 (2.68%) REST
5 3 (2.68%) Silverlight
5 3 (2.68%) Visualforce
5 3 (2.68%) WPF
6 1 (0.89%) .NET Framework
6 1 (0.89%) AngularJS
6 1 (0.89%) Breeze.js
6 1 (0.89%) Entity Framework
6 1 (0.89%) KnockoutJS
6 1 (0.89%) Middleware
6 1 (0.89%) NHibernate
6 1 (0.89%) Twitter Bootstrap
6 1 (0.89%) WCF
6 1 (0.89%) XSLT
Miscellaneous
1 8 (7.14%) Credit Risk
2 6 (5.36%) Analytical Skills
3 5 (4.46%) NHS
4 3 (2.68%) Algorithms
4 3 (2.68%) Computer Science
5 2 (1.79%) CMDB
5 2 (1.79%) Management Information System
6 1 (0.89%) Clustering
6 1 (0.89%) Data Structures
6 1 (0.89%) Replication
Operating Systems
1 1 (0.89%) Linux
1 1 (0.89%) Unix
Processes & Methodologies
1 63 (56.25%) Business Intelligence
2 24 (21.43%) Migration
3 20 (17.86%) Data Migration
4 18 (16.07%) Agile Software Development
5 16 (14.29%) Data Modelling
6 12 (10.71%) Analytics
6 12 (10.71%) Kimball Methodology
7 9 (8.04%) Stakeholder Management
8 8 (7.14%) Data Analysis
9 7 (6.25%) Performance Tuning
9 7 (6.25%) TDD
10 6 (5.36%) Data Cleansing
10 6 (5.36%) Data Management
11 5 (4.46%) ERP
11 5 (4.46%) Machine Learning
11 5 (4.46%) Open Source
11 5 (4.46%) SOA
11 5 (4.46%) Web Analytics
12 4 (3.57%) Continuous Integration
12 4 (3.57%) User Acceptance Testing
Programming Languages
1 67 (59.82%) SQL
2 18 (16.07%) T-SQL
3 6 (5.36%) C#
4 5 (4.46%) Java
4 5 (4.46%) VB.NET
5 4 (3.57%) Perl
5 4 (3.57%) PL/SQL
6 3 (2.68%) Apex Code
6 3 (2.68%) PHP
6 3 (2.68%) Python
6 3 (2.68%) XAML
7 2 (1.79%) PowerShell
7 2 (1.79%) SAS Macro
8 1 (0.89%) JavaScript
8 1 (0.89%) Prolog
Qualifications
1 7 (6.25%) Degree
2 5 (4.46%) SC Cleared
2 5 (4.46%) Security Cleared
3 1 (0.89%) ITIL Certification
Quality Assurance & Compliance
1 11 (9.82%) Data Quality
Systems Management
1 3 (2.68%) Opscode Chef
2 1 (0.89%) BladeLogic
2 1 (0.89%) HP SiteScope
2 1 (0.89%) OpenView
2 1 (0.89%) Puppet
2 1 (0.89%) SCCM
2 1 (0.89%) SCVMM
2 1 (0.89%) Tivoli
Vendors
1 40 (35.71%) Microsoft
2 15 (13.39%) Oracle
3 13 (11.61%) Informatica
4 8 (7.14%) SAP
5 7 (6.25%) Cognos
6 5 (4.46%) IBM
6 5 (4.46%) Talend
7 3 (2.68%) Ab Initio
7 3 (2.68%) Dell
7 3 (2.68%) Salesforce.com
7 3 (2.68%) Tableau
8 2 (1.79%) BMC
8 2 (1.79%) HP
8 2 (1.79%) IDERA
8 2 (1.79%) RedGate
8 2 (1.79%) Remedy
9 1 (0.89%) CA
9 1 (0.89%) CheckPoint
9 1 (0.89%) Cisco
9 1 (0.89%) Hyperion
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