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 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / West Midlands
Rank 124 114 135
Rank change year-on-year -10 +21  
Permanent jobs citing ETL 83 140 81
As % of all permanent IT jobs advertised in the West Midlands 1.78% 2.28% 1.60%
As % of the Processes & Methodologies category 1.98% 2.58% 1.91%
Number of salaries quoted 75 119 67
Median salary £41,150 £43,000 £45,000
Median salary % change year-on-year -4.30% -4.44%  
90% offered a salary of more than £30,000 £33,700 £35,000
10% offered a salary of more than £45,000 £57,500 £62,500
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 4201 5425 4244
As % of all permanent IT job vacancies advertised in the West Midlands 89.98% 88.25% 83.86%
Number of salaries quoted 3407 4373 3545
Median salary £42,500 £42,500 £42,500
90% offered a salary of more than £28,500 £27,900 £27,500
10% offered a salary of more than £62,500 £62,500 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 26 March 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 26 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Birmingham -14 26 £40,000 -4.76% 7
Solihull +7 21 £34,000 -24.44%
Warwickshire +16 15 £42,500 -15.42% 4
Walsall +16 3 £42,275 +5.68% 1
Coventry +14 3 £42,500 -1.16%
Staffordshire +3 3 £35,000 -26.31%
Sutton Coldfield -2 2 £25,500 -36.25%
Shropshire +1 1 £27,500 +0.45% 1
Worcestershire - 1 £50,000 - 2
ETL
England

ETL
Top 30 Related IT Skills in the West Midlands

For the 6 months to 26 March 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.

1 108 (70.13%) Business Intelligence
2 96 (62.34%) SQL
3 91 (59.09%) SQL Server Integration Services
4 83 (53.90%) Data Warehouse
5 77 (50.00%) SQL Server Reporting Services
6 66 (42.86%) SQL Server
7 58 (37.66%) Microsoft
8 49 (31.82%) SQL Server Analysis Services
9 48 (31.17%) T-SQL
10 45 (29.22%) Analytical Skills
11 39 (25.32%) MS Excel
12 27 (17.53%) Finance
13 26 (16.88%) Management Information System
13 26 (16.88%) Data Modelling
14 25 (16.23%) OLAP
15 23 (14.94%) Analytics
16 22 (14.29%) ERP
17 21 (13.64%) BusinessObjects
17 21 (13.64%) MySQL
17 21 (13.64%) Team Foundation Server
18 20 (12.99%) Performance Tuning
19 19 (12.34%) Data Analysis
20 18 (11.69%) Visual Studio
20 18 (11.69%) Agile Software Development
20 18 (11.69%) Data Quality
20 18 (11.69%) Power BI
21 17 (11.04%) SQL Server 2008
21 17 (11.04%) Data Integration
21 17 (11.04%) SQL Server 2005
21 17 (11.04%) Manufacturing

ETL
Top Related 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 11 (7.14%) SAS
2 7 (4.55%) IIS
3 3 (1.95%) Elasticsearch
4 2 (1.30%) Apache
4 2 (1.30%) Apache Pig
4 2 (1.30%) Apache Spark
4 2 (1.30%) ArcGIS
5 1 (0.65%) Confluence
5 1 (0.65%) Oracle SOA Suite
Applications
1 39 (25.32%) MS Excel
2 2 (1.30%) MS PowerPoint
3 1 (0.65%) SPSS
3 1 (0.65%) Stata
Business Applications
1 3 (1.95%) Oracle ERP
2 1 (0.65%) assyst
2 1 (0.65%) FastStats
2 1 (0.65%) Oracle Applications
2 1 (0.65%) Oracle Retail
Cloud Services
1 15 (9.74%) Microsoft Azure
Communications & Networking
1 1 (0.65%) Internet
Database & Business Intelligence
1 91 (59.09%) SQL Server Integration Services
2 83 (53.90%) Data Warehouse
3 77 (50.00%) SQL Server Reporting Services
4 66 (42.86%) SQL Server
5 49 (31.82%) SQL Server Analysis Services
6 25 (16.23%) OLAP
7 21 (13.64%) BusinessObjects
7 21 (13.64%) MySQL
8 18 (11.69%) Power BI
9 17 (11.04%) SQL Server 2005
9 17 (11.04%) SQL Server 2008
10 14 (9.09%) OLAP Cube
10 14 (9.09%) Relational Database
11 13 (8.44%) DB2
12 12 (7.79%) Enterprise Data Warehouse
12 12 (7.79%) PostgreSQL
13 11 (7.14%) Pentaho
14 9 (5.84%) Big Data
14 9 (5.84%) SQL Server 2012
14 9 (5.84%) SQL Server 2014
Development Applications
1 21 (13.64%) Team Foundation Server
2 18 (11.69%) Visual Studio
3 3 (1.95%) JIRA
4 1 (0.65%) JUnit
4 1 (0.65%) Subversion
4 1 (0.65%) TestNG
General
1 27 (17.53%) Finance
2 17 (11.04%) Manufacturing
3 12 (7.79%) Marketing
4 9 (5.84%) Retail
5 4 (2.60%) Advertising
6 3 (1.95%) Military
7 2 (1.30%) Games
8 1 (0.65%) Billing
8 1 (0.65%) Local Government
Job Titles
1 57 (37.01%) Developer
2 55 (35.71%) Analyst
3 36 (23.38%) Business Intelligence Developer
4 24 (15.58%) DBA
5 23 (14.94%) Business Intelligence Analyst
6 19 (12.34%) SQL Developer
7 17 (11.04%) SQL DBA
8 13 (8.44%) ERP Analyst
8 13 (8.44%) OLAP Analyst
9 11 (7.14%) Business Analyst
9 11 (7.14%) Data Analyst
10 8 (5.19%) SQL BI Developer
11 7 (4.55%) Administrator
11 7 (4.55%) Analyst Developer
11 7 (4.55%) Developer Analyst
12 6 (3.90%) Business Developer
12 6 (3.90%) Senior DBA
13 5 (3.25%) Business Development Analyst
13 5 (3.25%) Business Intelligence Business Analyst
13 5 (3.25%) Development Analyst
Libraries, Frameworks & Software Standards
1 8 (5.19%) MDX
2 5 (3.25%) .NET
3 3 (1.95%) Web Services
4 2 (1.30%) Entity Framework
4 2 (1.30%) Middleware
4 2 (1.30%) REST
4 2 (1.30%) SOAP
5 1 (0.65%) .NET Framework
5 1 (0.65%) Django
5 1 (0.65%) J2EE
5 1 (0.65%) JSON
5 1 (0.65%) Lucene
5 1 (0.65%) Oracle Fusion
5 1 (0.65%) Samza
5 1 (0.65%) XML
Miscellaneous
1 45 (29.22%) Analytical Skills
2 26 (16.88%) Management Information System
3 8 (5.19%) Clustering
4 4 (2.60%) Computer Science
4 4 (2.60%) Credit Risk
5 3 (1.95%) Data Protection Act
5 3 (1.95%) Data Structures
5 3 (1.95%) Replication
6 2 (1.30%) LLPG
7 1 (0.65%) EPoS
7 1 (0.65%) Fintech
7 1 (0.65%) User Experience
Operating Systems
1 4 (2.60%) Windows
2 3 (1.95%) Linux
3 2 (1.30%) Windows Server
3 2 (1.30%) Windows Server 2012
Processes & Methodologies
1 108 (70.13%) Business Intelligence
2 26 (16.88%) Data Modelling
3 23 (14.94%) Analytics
4 22 (14.29%) ERP
5 20 (12.99%) Performance Tuning
6 19 (12.34%) Data Analysis
7 18 (11.69%) Agile Software Development
8 17 (11.04%) Data Integration
9 15 (9.74%) Mentoring
10 14 (9.09%) Coaching
10 14 (9.09%) ETL Development
11 13 (8.44%) Logistics
12 12 (7.79%) Capacity Planning
12 12 (7.79%) Data Management
12 12 (7.79%) Performance Monitoring
13 11 (7.14%) Visualisation
14 10 (6.49%) Mathematics
14 10 (6.49%) Stakeholder Management
15 9 (5.84%) Migration
15 9 (5.84%) Project Management
Programming Languages
1 96 (62.34%) SQL
2 48 (31.17%) T-SQL
3 6 (3.90%) R
4 4 (2.60%) C#
4 4 (2.60%) Python
5 3 (1.95%) Java
6 2 (1.30%) ANSI SQL
6 2 (1.30%) JavaScript
6 2 (1.30%) PL/SQL
6 2 (1.30%) PowerShell
6 2 (1.30%) VBA
7 1 (0.65%) ABAP
7 1 (0.65%) Scala
7 1 (0.65%) VB.NET
Qualifications
1 15 (9.74%) Degree
2 4 (2.60%) ISEB
3 2 (1.30%) ITIL Certification
3 2 (1.30%) Microsoft Certification
4 1 (0.65%) ISTQB Foundation Certification
4 1 (0.65%) MCDBA
4 1 (0.65%) MCITP
4 1 (0.65%) MCSA
4 1 (0.65%) MCSE
4 1 (0.65%) MCTS
4 1 (0.65%) Security Cleared
Quality Assurance & Compliance
1 18 (11.69%) Data Quality
2 8 (5.19%) SLA
3 7 (4.55%) QA
4 1 (0.65%) BS7666
System Software
1 2 (1.30%) HDFS
2 1 (0.65%) Active Directory
2 1 (0.65%) Apache ZooKeeper
Systems Management
1 3 (1.95%) Failover Clustering
2 1 (0.65%) Hadoop YARN
2 1 (0.65%) Nagios
Vendors
1 58 (37.66%) Microsoft
2 15 (9.74%) IBM
2 15 (9.74%) Oracle
3 12 (7.79%) Cognos
4 11 (7.14%) Tableau
5 4 (2.60%) SAP
6 3 (1.95%) Pega
7 2 (1.30%) Ab Initio
7 2 (1.30%) Aprimo
7 2 (1.30%) ESRI
7 2 (1.30%) Greenplum
7 2 (1.30%) Informatica
7 2 (1.30%) Mapinfo
8 1 (0.65%) ATG
8 1 (0.65%) Google
8 1 (0.65%) IDERA
8 1 (0.65%) Netezza
8 1 (0.65%) RedGate
8 1 (0.65%) Vertica
Walsall, West Midlands (County)
Certes Computing Ltd
Salary: £36500 - £44600 per annum + Pension, Holidays
Posted: 3 days ago
Birmingham, West Midlands (County)
Erin Associates
Salary: £40000 per annum + Bonus & excellent benefits
Posted: 3 days ago
Nuneaton, Warwickshire
Big Red Recruitment
Salary: £35000 - £50000 per annum + Benefits
Posted: 5 days ago
Worcester, Worcestershire
Sanderson
Salary: £37000 - £40000 per annum
Posted: 4 days ago
West Midlands
Austin Fraser
Salary: £45000.00 - £50000.00 per annum + Benefits
Posted: 3 days ago
Birmingham, West Midlands (County)
Green Thompson Consulting
Salary: Up to £35,000 per annum plus benefits
Posted: 2 days ago
Birmingham, West Midlands (County)
Venturi
Salary: £35000 - £45000 per annum + company benefits
Posted: 4 days ago
Birmingham, West Midlands (County)
Venturi
Salary: £30000 per annum
Posted: 4 days ago
Worcester, Worcestershire
Erin Associates
Salary: £40000 per annum + Bonus & excellent benefits
Posted: 6 days ago
Warwickshire
Proactive Appointments
Salary: £25000 - £28000 per annum + Excellent Benefits
Posted: 3 days ago
Birmingham
Venturi
Salary: £30000. - £40000 per annum
Posted: 17 days ago
Birmingham
Venturi
Salary: £30000 - £40000 per annum
Posted: 24 days ago
Birmingham, West Midlands (County)
NCC Group
Salary: Competitive salary + company benefits + training + bonus + expenses
Posted: 23 days ago