The following table provides summary statistics for permanent job vacancies advertised in Birmingham 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 28 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
West Midlands / Birmingham
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 96 109 113
Rank change year-on-year +13 +4  
Permanent jobs citing ETL 37 34 17
As % of all permanent IT jobs advertised in Birmingham 1.89% 1.44% 0.84%
As % of the Processes & Methodologies category 2.11% 1.64% 0.98%
Number of salaries quoted 30 26 18
Median salary £40,000 £40,000 £50,000
Median salary % change year-on-year - -20.00%  
90% offered a salary of more than £31,800 £32,500 £36,250
10% offered a salary of more than £49,125 £46,250 £67,500
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 Birmingham with a requirement for process and methodology skills.

Process & Methodology Skills
Birmingham
Permanent job vacancies with a requirement for process and methodology skills 1751 2068 1741
As % of all permanent IT job vacancies advertised in Birmingham 89.29% 87.66% 86.53%
Number of salaries quoted 5315 5882 6628
Median salary £45,000 £45,000 £47,500
Median salary % change year-on-year - -5.26%  
90% offered a salary of more than £27,500 £26,250 £28,750
10% offered a salary of more than £64,500 £77,500 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in Birmingham

Job postings citing ETL as a percentage of all IT jobs advertised in Birmingham.

Job vacancy trend for ETL in Birmingham

ETL
Salary Trend in Birmingham

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

Salary trend for ETL in Birmingham

ETL
Salary Histogram in Birmingham

The salary distribution of IT jobs citing ETL in Birmingham over the 3 months to 28 June 2017.

Salary histogram for ETL in Birmingham

For the 6 months to 28 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 Birmingham region with a requirement for ETL.

1 55 (83.33%) SQL
2 48 (72.73%) Business Intelligence
3 47 (71.21%) SQL Server
4 41 (62.12%) Microsoft
5 39 (59.09%) SQL Server Integration Services
6 35 (53.03%) SQL Server Reporting Services
7 31 (46.97%) SQL Server Analysis Services
7 31 (46.97%) Microsoft Azure
8 29 (43.94%) Tableau
9 28 (42.42%) Power BI
9 28 (42.42%) Data Warehouse
10 26 (39.39%) Retail
11 24 (36.36%) T-SQL
12 23 (34.85%) SQL Server 2008
13 22 (33.33%) QlikView
14 20 (30.30%) Agile Software Development
14 20 (30.30%) Mentoring
15 19 (28.79%) Kimball Methodology
15 19 (28.79%) .NET
15 19 (28.79%) C#
15 19 (28.79%) Oracle
16 18 (27.27%) Legal
16 18 (27.27%) MDX
16 18 (27.27%) Data Analysis Expressions (DAX)
17 12 (18.18%) Test Scripting
18 11 (16.67%) Microsoft Excel
18 11 (16.67%) Big Data
19 10 (15.15%) Test Automation
19 10 (15.15%) Analytical Skills
19 10 (15.15%) ISEB

ETL
Co-occurring IT Skills in Birmingham 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 (4.55%) Elasticsearch
1 3 (4.55%) SAS
2 1 (1.52%) Apache
2 1 (1.52%) Apache Pig
2 1 (1.52%) Apache Spark
2 1 (1.52%) BizTalk Server
Applications
1 11 (16.67%) Microsoft Excel
2 1 (1.52%) Microsoft Office
2 1 (1.52%) MS Visio
Business Applications
1 1 (1.52%) assyst
1 1 (1.52%) Oracle Applications
Cloud Services
1 31 (46.97%) Microsoft Azure
Communications & Networking
1 1 (1.52%) Internet
Database & Business Intelligence
1 47 (71.21%) SQL Server
2 39 (59.09%) SQL Server Integration Services
3 35 (53.03%) SQL Server Reporting Services
4 31 (46.97%) SQL Server Analysis Services
5 28 (42.42%) Data Warehouse
5 28 (42.42%) Power BI
6 23 (34.85%) SQL Server 2008
7 22 (33.33%) QlikView
8 11 (16.67%) Big Data
9 9 (13.64%) Relational Database
10 7 (10.61%) MySQL
11 6 (9.09%) SQL Server 2016
12 4 (6.06%) BusinessObjects
12 4 (6.06%) Crystal Reports
12 4 (6.06%) Pentaho
12 4 (6.06%) SQL Server 2014
13 3 (4.55%) Base SAS
13 3 (4.55%) OLAP
13 3 (4.55%) PostgreSQL
13 3 (4.55%) SQL Server 2005
Development Applications
1 5 (7.58%) Team Foundation Server
2 4 (6.06%) JIRA
3 2 (3.03%) Visual Studio
4 1 (1.52%) JUnit
4 1 (1.52%) Selenium
4 1 (1.52%) TestNG
General
1 26 (39.39%) Retail
2 18 (27.27%) Legal
3 6 (9.09%) Finance
4 3 (4.55%) Marketing
5 2 (3.03%) Manufacturing
6 1 (1.52%) Advertising
6 1 (1.52%) Telecoms
Job Titles
1 36 (54.55%) Developer
2 24 (36.36%) Business Intelligence Developer
3 17 (25.76%) Analyst
4 15 (22.73%) SQL Developer
4 15 (22.73%) SSIS Developer
4 15 (22.73%) SSRS Developer
5 12 (18.18%) SQL BI Developer
5 12 (18.18%) SQL Server BI Developer
5 12 (18.18%) SQL Server Developer
5 12 (18.18%) SSAS Developer
6 11 (16.67%) Test Analyst
7 7 (10.61%) Applications Developer
8 6 (9.09%) Lead Test Analyst
9 5 (7.58%) DBA
10 4 (6.06%) ETL Developer
10 4 (6.06%) Senior Analyst
10 4 (6.06%) Senior Test Analyst
10 4 (6.06%) SQL DBA
11 3 (4.55%) Business Intelligence Lead
11 3 (4.55%) Data Analyst
Libraries, Frameworks & Software Standards
1 19 (28.79%) .NET
2 18 (27.27%) MDX
3 1 (1.52%) Entity Framework
3 1 (1.52%) Lucene
3 1 (1.52%) Middleware
3 1 (1.52%) REST
3 1 (1.52%) Samza
3 1 (1.52%) SOAP
3 1 (1.52%) Web Services
Miscellaneous
1 10 (15.15%) Analytical Skills
2 4 (6.06%) EPoS
3 3 (4.55%) Clustering
4 2 (3.03%) iSeries
4 2 (3.03%) Management Information System
5 1 (1.52%) Enterprise Software
5 1 (1.52%) Fintech
5 1 (1.52%) Greenfield Project
5 1 (1.52%) LLPG
5 1 (1.52%) User Experience
Operating Systems
1 3 (4.55%) Windows
2 2 (3.03%) Windows Server 2008
2 2 (3.03%) Windows Server 2012
3 1 (1.52%) Linux
3 1 (1.52%) Windows Server
Processes & Methodologies
1 48 (72.73%) Business Intelligence
2 20 (30.30%) Agile Software Development
2 20 (30.30%) Mentoring
3 19 (28.79%) Kimball Methodology
4 12 (18.18%) Test Scripting
5 10 (15.15%) Migration
5 10 (15.15%) Test Automation
6 9 (13.64%) Mathematics
7 8 (12.12%) Analytics
8 7 (10.61%) Data Migration
8 7 (10.61%) Scrum
8 7 (10.61%) Test Strategy
9 6 (9.09%) Data Management
10 5 (7.58%) CRM
10 5 (7.58%) Data Modelling
10 5 (7.58%) ERP
11 4 (6.06%) ETL Development
11 4 (6.06%) Performance Tuning
12 3 (4.55%) High Availability
12 3 (4.55%) Performance Monitoring
Programming Languages
1 55 (83.33%) SQL
2 24 (36.36%) T-SQL
3 19 (28.79%) C#
4 18 (27.27%) Data Analysis Expressions (DAX)
5 4 (6.06%) PowerShell
6 2 (3.03%) Java
6 2 (3.03%) RPG
7 1 (1.52%) ABAP
7 1 (1.52%) ANSI SQL
7 1 (1.52%) JavaScript
7 1 (1.52%) PHP
7 1 (1.52%) PL/SQL
7 1 (1.52%) Python
7 1 (1.52%) Scala
Qualifications
1 10 (15.15%) ISEB
2 9 (13.64%) Degree
3 3 (4.55%) ISTQB Foundation Certification
4 2 (3.03%) MCSA
4 2 (3.03%) Microsoft Certification
5 1 (1.52%) ITIL Certification
Quality Assurance & Compliance
1 10 (15.15%) QA
2 3 (4.55%) Data Quality
3 1 (1.52%) BS7666
3 1 (1.52%) ISO/IEC 20000
3 1 (1.52%) SLA
System Software
1 1 (1.52%) Apache ZooKeeper
1 1 (1.52%) HDFS
Systems Management
1 1 (1.52%) Failover Clustering
1 1 (1.52%) Hadoop YARN
1 1 (1.52%) Nagios
Vendors
1 41 (62.12%) Microsoft
2 29 (43.94%) Tableau
3 19 (28.79%) Oracle
4 4 (6.06%) SAP
5 2 (3.03%) Cognos
5 2 (3.03%) JD Edwards
6 1 (1.52%) ESRI
6 1 (1.52%) Greenplum
6 1 (1.52%) IBM
6 1 (1.52%) Mapinfo
6 1 (1.52%) Salesforce.com
6 1 (1.52%) Vertica
Birmingham, West Midlands (County)
Polar Recruitment
Salary: £50000 - £65000 per annum + + Car & Benefits
Posted: 2 days ago
Birmingham, West Midlands (County)
Colossus Associates
Salary: £40000 - £60000 per annum, Benefits 0
Posted: 6 days ago
Birmingham, West Midlands (County)
Computer People
Salary: £36000.00 per annum
Posted: 5 days ago