Period
to 23 November 2017

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 23 November 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
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 74 73 59
Rank change year-on-year -1 -14 +32
Contract jobs citing ETL 119 157 138
As % of all contract IT jobs advertised in the West Midlands 2.46% 2.54% 2.79%
As % of the Processes & Methodologies category 2.96% 3.06% 3.54%
Number of daily rates quoted 71 99 92
West Midlands median daily rate £413 £400 £375
Median daily rate % change year-on-year +3.13% +6.67% -
10th Percentile £313 £284 £251
90th Percentile £538 £503 £499
England median daily rate £450 £425 £425
% change year-on-year +5.88% - -
Number of hourly rates quoted 5 0 0
West Midlands median hourly rate £52.50 - -
England median hourly rate £45.61 £42.00 £28.75
% change year-on-year +8.58% +46.09% -24.84%

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 4015 5138 3901
As % of all contract IT jobs advertised in the West Midlands 82.92% 83.07% 78.97%
Number of daily rates quoted 2563 3080 2233
West Midlands median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +4.17%
10th Percentile £244 £250 £238
90th Percentile £550 £550 £531
England median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 143 138 178
West Midlands median hourly rate £25.00 £18.20 £20.00
Median hourly rate % change year-on-year +37.40% -9.03% -
10th Percentile £11.75 £10.75 £11.00
90th Percentile £48.75 £40.00 £43.75
England median hourly rate £24.00 £24.00 £22.50
% change year-on-year - +6.67% +18.42%

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 23 November 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 contractor hourly rates quoted in IT jobs citing ETL in the West Midlands.

Contractor hourly rate trend for ETL in the West Midlands

ETL
Contractor Hourly Rate Histogram in the West Midlands

The hourly rate distribution of IT jobs citing ETL in the West Midlands over the 6 months to 23 November 2017.

Contractor hourly rate histogram 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 23 November 2017. 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 -6 33 £450 +24.14% 10
Staffordshire +19 18 £375 -7.69% 3
Sutton Coldfield - 17 £400 -
Coventry -1 11 £438 +10.62% 4
Warwickshire -7 11 £356 -10.94%
Kingswinford - 4 £468 -
Worcestershire - 3 £350 -
Solihull +6 2 £380 +4.83% 3
Wolverhampton -4 2 £460 +2.22%
Herefordshire - 1 - -
ETL
England

For the 6 months to 23 November 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 68 (57.14%) SQL
2 61 (51.26%) Business Intelligence
3 47 (39.50%) SQL Server
4 44 (36.97%) Oracle
5 42 (35.29%) Data Warehouse
6 40 (33.61%) Migration
7 36 (30.25%) SQL Server Reporting Services
8 32 (26.89%) Microsoft
9 29 (24.37%) SQL Server Integration Services
10 26 (21.85%) Agile Software Development
11 24 (20.17%) Data Migration
12 23 (19.33%) T-SQL
13 22 (18.49%) Data Management
13 22 (18.49%) Analytics
14 21 (17.65%) Security Cleared
14 21 (17.65%) Pentaho
15 20 (16.81%) Finance
15 20 (16.81%) Tableau
16 19 (15.97%) Data Modelling
16 19 (15.97%) SQL Server Analysis Services
17 18 (15.13%) SC Cleared
17 18 (15.13%) Oracle Database
18 16 (13.45%) Cognos
19 15 (12.61%) SharePoint
20 14 (11.76%) OLAP
20 14 (11.76%) Data Quality
20 14 (11.76%) Oracle EDQ
20 14 (11.76%) Analytical Skills
21 13 (10.92%) Web Services
21 13 (10.92%) Oracle OLAP

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 15 (12.61%) SharePoint
2 12 (10.08%) ArcGIS
3 8 (6.72%) SAS
4 5 (4.20%) Oracle SOA Suite
5 1 (0.84%) Apache Spark
5 1 (0.84%) BizTalk Server
5 1 (0.84%) Oracle 10gAS
5 1 (0.84%) Oracle Application Server
Applications
1 8 (6.72%) Microsoft Excel
2 5 (4.20%) Microsoft Office
Business Applications
1 2 (1.68%) Dynamics AX
1 2 (1.68%) Dynamics CRM
1 2 (1.68%) Oracle ERP
1 2 (1.68%) Oracle Financials
1 2 (1.68%) SAP Retail
2 1 (0.84%) Maximo
2 1 (0.84%) SAP ERP
Cloud Services
1 4 (3.36%) SaaS
1 4 (3.36%) Salesforce Service Cloud
2 2 (1.68%) Dynamics 365
3 1 (0.84%) Microsoft Azure
Communications & Networking
1 2 (1.68%) SMS
Database & Business Intelligence
1 47 (39.50%) SQL Server
2 42 (35.29%) Data Warehouse
3 36 (30.25%) SQL Server Reporting Services
4 29 (24.37%) SQL Server Integration Services
5 21 (17.65%) Pentaho
6 19 (15.97%) SQL Server Analysis Services
7 18 (15.13%) Oracle Database
8 14 (11.76%) OLAP
9 13 (10.92%) Oracle OLAP
10 12 (10.08%) Power BI
11 11 (9.24%) Oracle Database 12c
12 10 (8.40%) Relational Database
13 9 (7.56%) RDBMS
14 8 (6.72%) IBM InfoSphere
14 8 (6.72%) PowerPivot
15 6 (5.04%) Oracle Database 10g
15 6 (5.04%) Oracle Database 11g
15 6 (5.04%) SQL Server 2012
15 6 (5.04%) SQL Server 2014
16 5 (4.20%) DataStage
Development Applications
1 7 (5.88%) Git (software)
2 6 (5.04%) Subversion
2 6 (5.04%) Team Foundation Server
3 2 (1.68%) SoapUI
3 2 (1.68%) Talend Open Studio
3 2 (1.68%) Visual Studio
4 1 (0.84%) Jenkins
4 1 (0.84%) Maven
4 1 (0.84%) Oracle APEX
4 1 (0.84%) Oracle Forms
General
1 20 (16.81%) Finance
2 6 (5.04%) Retail
3 2 (1.68%) Banking
3 2 (1.68%) Pharmaceutical
4 1 (0.84%) Manufacturing
Job Titles
1 55 (46.22%) Developer
2 28 (23.53%) Business Intelligence Developer
3 17 (14.29%) Analyst
4 15 (12.61%) SQL Developer
5 14 (11.76%) DBA
6 12 (10.08%) Senior Developer
7 11 (9.24%) Business Developer
7 11 (9.24%) Business Intelligence Analyst
7 11 (9.24%) Senior Business Intelligence Developer
8 10 (8.40%) Architect
9 9 (7.56%) ETL Developer
9 9 (7.56%) Oracle DBA
10 7 (5.88%) SQL Analyst
11 6 (5.04%) Business Analyst
11 6 (5.04%) Consultant
11 6 (5.04%) Data Analyst
11 6 (5.04%) Data Migration Analyst
11 6 (5.04%) Designer
11 6 (5.04%) Migration Analyst
11 6 (5.04%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 13 (10.92%) Web Services
2 9 (7.56%) .NET
3 5 (4.20%) WCF
3 5 (4.20%) WPF
4 4 (3.36%) MDX
5 3 (2.52%) RESTful
6 2 (1.68%) ASP.NET
6 2 (1.68%) HTML
6 2 (1.68%) Kafka
6 2 (1.68%) Oracle Fusion
6 2 (1.68%) XML
7 1 (0.84%) CSS
7 1 (0.84%) DHTML
7 1 (0.84%) FIX Protocol
7 1 (0.84%) JMS
7 1 (0.84%) RabbitMQ
7 1 (0.84%) Visualforce
7 1 (0.84%) XHTML
Miscellaneous
1 14 (11.76%) Analytical Skills
2 5 (4.20%) Data Structures
2 5 (4.20%) Management Information System
3 4 (3.36%) FMCG
4 3 (2.52%) Greenfield Project
5 2 (1.68%) Computer Science
5 2 (1.68%) Data Protection Act
6 1 (0.84%) Fintech
6 1 (0.84%) iPad
6 1 (0.84%) Life Science
6 1 (0.84%) LIMS
6 1 (0.84%) NHS
6 1 (0.84%) Replication
6 1 (0.84%) SCADA
Operating Systems
1 5 (4.20%) Unix
2 2 (1.68%) Windows
3 1 (0.84%) HPUX
3 1 (0.84%) Linux
3 1 (0.84%) Red Hat Enterprise Linux
3 1 (0.84%) Windows 10
3 1 (0.84%) Windows Server
3 1 (0.84%) Windows Server 2003
3 1 (0.84%) Windows Server 2008
Processes & Methodologies
1 61 (51.26%) Business Intelligence
2 40 (33.61%) Migration
3 26 (21.85%) Agile Software Development
4 24 (20.17%) Data Migration
5 22 (18.49%) Analytics
5 22 (18.49%) Data Management
6 19 (15.97%) Data Modelling
7 12 (10.08%) Complex ETL
7 12 (10.08%) Visualisation
8 11 (9.24%) CRM
8 11 (9.24%) Data Analysis
9 10 (8.40%) Database Security
10 9 (7.56%) Information Governance
10 9 (7.56%) ITIL
11 8 (6.72%) ERP
11 8 (6.72%) ETL Development
11 8 (6.72%) Master Data Management
11 8 (6.72%) Performance Tuning
12 7 (5.88%) Root Cause Analysis
13 6 (5.04%) Continuous Improvement
Programming Languages
1 68 (57.14%) SQL
2 23 (19.33%) T-SQL
3 12 (10.08%) JavaScript
4 10 (8.40%) C#
5 8 (6.72%) PL/SQL
6 2 (1.68%) Data Analysis Expressions (DAX)
6 2 (1.68%) Data Mining Extensions (DMX)
6 2 (1.68%) Java
6 2 (1.68%) PowerShell
6 2 (1.68%) Shell Script
7 1 (0.84%) Apex Code
7 1 (0.84%) Python
7 1 (0.84%) VB
7 1 (0.84%) VB.NET
7 1 (0.84%) VBA
Qualifications
1 21 (17.65%) Security Cleared
2 18 (15.13%) SC Cleared
3 5 (4.20%) Degree
4 3 (2.52%) BPSS Clearance
4 3 (2.52%) Master's Degree
5 2 (1.68%) SAS Certification
6 1 (0.84%) ISEB
6 1 (0.84%) ISTQB
Quality Assurance & Compliance
1 14 (11.76%) Data Quality
2 2 (1.68%) Disclosure Scotland
2 2 (1.68%) GDPR
3 1 (0.84%) QA
3 1 (0.84%) Solvency II
System Software
1 2 (1.68%) Tivoli Workload Scheduler
2 1 (0.84%) Active Directory
2 1 (0.84%) Hyper-V
2 1 (0.84%) VMware Infrastructure
Systems Management
1 14 (11.76%) Oracle EDQ
2 11 (9.24%) Oracle RMAN
3 10 (8.40%) Data Guard
4 2 (1.68%) HP Quality Center
4 2 (1.68%) Tivoli
5 1 (0.84%) Systems Management Server (SMS)
Vendors
1 44 (36.97%) Oracle
2 32 (26.89%) Microsoft
3 20 (16.81%) Tableau
4 16 (13.45%) Cognos
5 9 (7.56%) IBM
5 9 (7.56%) SAP
6 5 (4.20%) Salesforce.com
7 4 (3.36%) Informatica
8 3 (2.52%) Netezza
9 2 (1.68%) ESRI
9 2 (1.68%) HP
9 2 (1.68%) OpenText
9 2 (1.68%) Syncsort
9 2 (1.68%) Talend
10 1 (0.84%) Capita
10 1 (0.84%) JD Edwards
10 1 (0.84%) MicroStrategy
10 1 (0.84%) Red Hat
10 1 (0.84%) Teradata
10 1 (0.84%) VMware