The following table provides summary statistics for permanent job vacancies advertised in the West Midlands with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England / West Midlands
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 126 109 142
Rank change year-on-year -17 +33  
Permanent jobs citing ETL 110 134 88
As % of all permanent IT jobs advertised in the West Midlands 2.13% 2.18% 1.55%
As % of the Processes & Methodologies category 2.41% 2.46% 1.77%
Number of salaries quoted 99 88 70
Median salary £40,000 £41,248 £37,500
Median salary % change year-on-year -3.02% +9.99%  
90% offered a salary of more than £27,500 £35,000 £25,000
10% offered a salary of more than £47,500 £55,000 £65,000
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the West Midlands with a requirement for process and methodology skills.

Process & Methodology Skills
West Midlands
Permanent job vacancies with a requirement for process and methodology skills 4558 5458 4965
As % of all permanent IT job vacancies advertised in the West Midlands 88.37% 88.69% 87.46%
Number of salaries quoted 3780 4225 4084
Median salary £42,500 £42,500 £42,500
90% offered a salary of more than £29,000 £26,500 £27,500
10% offered a salary of more than £62,500 £62,500 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in the West Midlands

ETL
Salary Trend in the West Midlands

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL in the West Midlands.

Salary trend for ETL in the West Midlands

ETL
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing ETL in the West Midlands over the 3 months to 27 June 2017.

Salary histogram for ETL in the West Midlands

ETL
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the West Midlands region over the 3 months to 27 June 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Warwickshire +23 43 £36,000 -33.02% 1
Birmingham +19 40 £40,000 - 4
Solihull +5 10 £40,000 +40.35%
Staffordshire +13 2 £35,000 -12.50% 3
Walsall +5 2 £40,550 -7.84%
Worcestershire -15 2 £39,250 -17.36%
West Bromwich - 2 £42,500 -
ETL
England

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

1 139 (72.02%) SQL
2 129 (66.84%) SQL Server Integration Services
3 126 (65.28%) Business Intelligence
4 108 (55.96%) SQL Server
5 92 (47.67%) SQL Server Reporting Services
6 87 (45.08%) Data Warehouse
7 78 (40.41%) Microsoft
8 67 (34.72%) T-SQL
9 64 (33.16%) SQL Server Analysis Services
10 52 (26.94%) Power BI
11 51 (26.42%) Microsoft Azure
12 42 (21.76%) SQL Server 2008
12 42 (21.76%) Finance
12 42 (21.76%) Analytical Skills
13 40 (20.73%) Analytics
14 38 (19.69%) Tableau
15 34 (17.62%) .NET
16 32 (16.58%) Retail
17 31 (16.06%) QlikView
18 30 (15.54%) C#
19 28 (14.51%) BusinessObjects
19 28 (14.51%) Agile Software Development
19 28 (14.51%) Mentoring
20 27 (13.99%) ETL Development
20 27 (13.99%) Oracle
21 23 (11.92%) Kimball Methodology
22 22 (11.40%) Performance Tuning
22 22 (11.40%) IBM
22 22 (11.40%) MDX
22 22 (11.40%) Data Mapping

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 10 (5.18%) IIS
1 10 (5.18%) SAS
2 3 (1.55%) ArcGIS
2 3 (1.55%) Elasticsearch
3 1 (0.52%) Apache
3 1 (0.52%) Apache Pig
3 1 (0.52%) Apache Spark
3 1 (0.52%) BizTalk Server
3 1 (0.52%) Confluence
3 1 (0.52%) Oracle SOA Suite
3 1 (0.52%) SharePoint
Applications
1 15 (7.77%) Microsoft Excel
2 9 (4.66%) SPSS
3 1 (0.52%) Microsoft Office
3 1 (0.52%) MS Visio
Business Applications
1 2 (1.04%) Oracle ERP
2 1 (0.52%) assyst
2 1 (0.52%) Dynamics AX
2 1 (0.52%) Oracle Applications
2 1 (0.52%) Oracle Retail
Cloud Services
1 51 (26.42%) Microsoft Azure
2 9 (4.66%) Azure Data Factory
2 9 (4.66%) Azure Machine Learning
3 2 (1.04%) Amazon AWS
3 2 (1.04%) IaaS
Communications & Networking
1 5 (2.59%) DHCP
1 5 (2.59%) DNS
1 5 (2.59%) LAN
1 5 (2.59%) WAN
2 1 (0.52%) Internet
Database & Business Intelligence
1 129 (66.84%) SQL Server Integration Services
2 108 (55.96%) SQL Server
3 92 (47.67%) SQL Server Reporting Services
4 87 (45.08%) Data Warehouse
5 64 (33.16%) SQL Server Analysis Services
6 52 (26.94%) Power BI
7 42 (21.76%) SQL Server 2008
8 31 (16.06%) QlikView
9 28 (14.51%) BusinessObjects
10 21 (10.88%) OLAP
11 19 (9.84%) SQL Server 2005
12 16 (8.29%) Big Data
13 15 (7.77%) MySQL
14 11 (5.70%) DataStage
14 11 (5.70%) SQL Server 2014
15 10 (5.18%) NoSQL
15 10 (5.18%) Relational Database
15 10 (5.18%) SQL Server 2016
16 9 (4.66%) OLAP Cube
17 8 (4.15%) SQL Server 2012
Development Applications
1 21 (10.88%) Team Foundation Server
2 13 (6.74%) Visual Studio
3 7 (3.63%) JIRA
4 2 (1.04%) Talend Open Studio
5 1 (0.52%) JUnit
5 1 (0.52%) MSTest
5 1 (0.52%) Selenium
5 1 (0.52%) TestNG
General
1 42 (21.76%) Finance
2 32 (16.58%) Retail
3 20 (10.36%) Legal
4 15 (7.77%) Manufacturing
5 4 (2.07%) Marketing
6 3 (1.55%) Advertising
7 1 (0.52%) Billing
7 1 (0.52%) Telecoms
Job Titles
1 90 (46.63%) Developer
2 55 (28.50%) Analyst
3 47 (24.35%) Business Intelligence Developer
4 38 (19.69%) SQL Developer
5 19 (9.84%) SSRS Developer
6 18 (9.33%) DBA
6 18 (9.33%) SQL BI Developer
7 17 (8.81%) Business Intelligence Analyst
7 17 (8.81%) SSIS Developer
8 14 (7.25%) Data Analyst
8 14 (7.25%) SQL DBA
9 12 (6.22%) SQL Server BI Developer
9 12 (6.22%) SQL Server Developer
9 12 (6.22%) SSAS Developer
9 12 (6.22%) Test Analyst
10 10 (5.18%) SQL Analyst
11 9 (4.66%) Consultant
11 9 (4.66%) ETL Developer
11 9 (4.66%) Senior Developer
11 9 (4.66%) SSIS Analyst
Libraries, Frameworks & Software Standards
1 34 (17.62%) .NET
2 22 (11.40%) MDX
3 8 (4.15%) XML
4 4 (2.07%) Entity Framework
5 3 (1.55%) .NET Framework
5 3 (1.55%) REST
5 3 (1.55%) SOAP
6 2 (1.04%) AngularJS
6 2 (1.04%) ASP.NET
6 2 (1.04%) ASP.NET MVC
6 2 (1.04%) ASP.NET Web API
6 2 (1.04%) Backbone.js
6 2 (1.04%) KnockoutJS
7 1 (0.52%) J2EE
7 1 (0.52%) Lucene
7 1 (0.52%) Middleware
7 1 (0.52%) Oracle Fusion
7 1 (0.52%) Samza
7 1 (0.52%) Web Services
Miscellaneous
1 42 (21.76%) Analytical Skills
2 11 (5.70%) Management Information System
3 8 (4.15%) Clustering
4 7 (3.63%) iPad
5 6 (3.11%) Replication
6 5 (2.59%) Data Structures
7 4 (2.07%) EPoS
8 2 (1.04%) Blog
8 2 (1.04%) Fintech
8 2 (1.04%) Greenfield Project
8 2 (1.04%) iSeries
9 1 (0.52%) Enterprise Software
9 1 (0.52%) LLPG
9 1 (0.52%) User Experience
Operating Systems
1 8 (4.15%) Windows
2 5 (2.59%) Windows 10
2 5 (2.59%) Windows 7
3 2 (1.04%) Linux
3 2 (1.04%) Windows Server 2008
3 2 (1.04%) Windows Server 2012
4 1 (0.52%) Windows Server
Processes & Methodologies
1 126 (65.28%) Business Intelligence
2 40 (20.73%) Analytics
3 28 (14.51%) Agile Software Development
3 28 (14.51%) Mentoring
4 27 (13.99%) ETL Development
5 23 (11.92%) Kimball Methodology
6 22 (11.40%) Data Mapping
6 22 (11.40%) Performance Tuning
7 19 (9.84%) Data Modelling
8 16 (8.29%) ERP
8 16 (8.29%) Migration
9 14 (7.25%) Data Analysis
10 12 (6.22%) Machine Learning
10 12 (6.22%) Test Scripting
11 11 (5.70%) Data Integration
11 11 (5.70%) Data Management
11 11 (5.70%) Data Migration
11 11 (5.70%) Performance Monitoring
12 10 (5.18%) Mathematics
12 10 (5.18%) Test Automation
Programming Languages
1 139 (72.02%) SQL
2 67 (34.72%) T-SQL
3 30 (15.54%) C#
4 20 (10.36%) Data Analysis Expressions (DAX)
5 10 (5.18%) R
6 5 (2.59%) Python
7 4 (2.07%) PL/SQL
7 4 (2.07%) PowerShell
7 4 (2.07%) VB.NET
8 3 (1.55%) Java
8 3 (1.55%) JavaScript
9 2 (1.04%) RPG
9 2 (1.04%) VBA
10 1 (0.52%) ABAP
10 1 (0.52%) ANSI SQL
10 1 (0.52%) PHP
10 1 (0.52%) Scala
Qualifications
1 19 (9.84%) Degree
2 10 (5.18%) ISEB
3 4 (2.07%) Microsoft Certification
4 3 (1.55%) ISTQB Foundation Certification
4 3 (1.55%) Master's Degree
5 2 (1.04%) MCSA
6 1 (0.52%) ITIL Certification
Quality Assurance & Compliance
1 10 (5.18%) QA
2 9 (4.66%) Data Quality
3 3 (1.55%) SLA
4 1 (0.52%) BS7666
4 1 (0.52%) ISO/IEC 20000
System Software
1 5 (2.59%) Active Directory
1 5 (2.59%) Hyper-V
2 1 (0.52%) Apache ZooKeeper
2 1 (0.52%) HDFS
Systems Management
1 5 (2.59%) Failover Clustering
2 1 (0.52%) Hadoop YARN
2 1 (0.52%) HP Quality Center
2 1 (0.52%) Nagios
Vendors
1 78 (40.41%) Microsoft
2 38 (19.69%) Tableau
3 27 (13.99%) Oracle
4 22 (11.40%) IBM
5 14 (7.25%) Cognos
6 11 (5.70%) SAP
7 6 (3.11%) Informatica
8 3 (1.55%) JD Edwards
9 2 (1.04%) Sybase
9 2 (1.04%) Talend
10 1 (0.52%) Ab Initio
10 1 (0.52%) ATG
10 1 (0.52%) ESRI
10 1 (0.52%) Greenplum
10 1 (0.52%) Mapinfo
10 1 (0.52%) Netezza
10 1 (0.52%) Salesforce.com
10 1 (0.52%) Vertica
Birmingham, West Midlands (County)
Polar Recruitment
Salary: £50000 - £65000 per annum + + Car & Benefits
Posted: Yesterday
Tamworth, Staffordshire
Blues Point Ltd
Salary: From £43,500 to £49,500 per annum + benefits inc pension, 25 days hol
Posted: 6 days ago
Birmingham, West Midlands (County)
Colossus Associates
Salary: £40000 - £60000 per annum, Benefits 0
Posted: 4 days ago
Lichfield, Staffordshire
Computer People
Salary: £30000.00 - £40000.00 per annum
Posted: 4 days ago
Birmingham, West Midlands (County)
ANSON MCCADE
Salary: £50,000- £90,000
Posted: 6 days ago
Lichfield
Hays Specialist Recruitment Ltd
Salary: £30000.00 - £40000.00 per annum
Posted: 8 days ago
Birmingham, West Midlands (County)
Computer People
Salary: £36000.00 per annum
Posted: 3 days ago
Coventry, West Midlands (County)
Spring Technology
Salary: Benefits Package
Posted: 6 days ago
Wolverhampton
Nigel Frank International
Salary: £25000 - £38000 per annum
Posted: 18 days ago
Coventry, West Midlands (County)
The Coventry Building Society
Salary: £51,220 - 76,830 per year + Benefits
Posted: 21 days ago