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

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
West Midlands / Birmingham
Rank 98 76 96
Rank change year-on-year -22 +20  
Permanent jobs citing ETL 26 58 18
As % of all permanent IT jobs advertised in Birmingham 1.42% 2.47% 1.04%
As % of the Processes & Methodologies category 1.58% 2.83% 1.26%
Number of salaries quoted 21 48 16
Median salary £40,000 £42,000 £57,250
Median salary % change year-on-year -4.76% -26.63%  
90% offered a salary of more than £32,500 £33,550 £40,000
10% offered a salary of more than £45,000 £55,000 £66,250
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 1649 2050 1431
As % of all permanent IT job vacancies advertised in Birmingham 90.06% 87.20% 83.00%
Number of salaries quoted 1289 1572 1184
Median salary £45,000 £43,250 £45,000
Median salary % change year-on-year +4.04% -3.88%  
90% offered a salary of more than £30,000 £28,622 £29,000
10% offered a salary of more than £62,500 £70,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in Birmingham

The job posting trend of jobs advertised in Birmingham 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 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 25 March 2017.

Salary histogram for ETL in Birmingham

ETL
Top 30 Related IT Skills in Birmingham

For the 6 months to 25 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 Birmingham region with a requirement for ETL.

1 32 (69.57%) SQL
2 29 (63.04%) Data Warehouse
2 29 (63.04%) Business Intelligence
3 25 (54.35%) SQL Server
4 21 (45.65%) SQL Server Integration Services
5 18 (39.13%) SQL Server Reporting Services
6 17 (36.96%) Microsoft
7 12 (26.09%) T-SQL
7 12 (26.09%) PostgreSQL
8 11 (23.91%) Agile Software Development
8 11 (23.91%) Pentaho
8 11 (23.91%) Analytical Skills
9 10 (21.74%) SQL Server Analysis Services
9 10 (21.74%) MySQL
9 10 (21.74%) BusinessObjects
9 10 (21.74%) Cognos
10 9 (19.57%) Oracle
10 9 (19.57%) Data Management
10 9 (19.57%) Enterprise Data Warehouse
10 9 (19.57%) Data Quality
11 8 (17.39%) Crystal Reports
12 6 (13.04%) Project Management
12 6 (13.04%) MS Excel
12 6 (13.04%) Mathematics
12 6 (13.04%) Tableau
12 6 (13.04%) Big Data
12 6 (13.04%) Relational Database
13 5 (10.87%) ETL Development
13 5 (10.87%) Microsoft Azure
13 5 (10.87%) Degree

ETL
Top Related 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 (6.52%) Elasticsearch
2 2 (4.35%) Apache
2 2 (4.35%) Apache Pig
2 2 (4.35%) Apache Spark
2 2 (4.35%) SAS
3 1 (2.17%) ArcGIS
Applications
1 6 (13.04%) MS Excel
Business Applications
1 1 (2.17%) assyst
1 1 (2.17%) Oracle Applications
1 1 (2.17%) Oracle ERP
Cloud Services
1 5 (10.87%) Microsoft Azure
Communications & Networking
1 1 (2.17%) Internet
Database & Business Intelligence
1 29 (63.04%) Data Warehouse
2 25 (54.35%) SQL Server
3 21 (45.65%) SQL Server Integration Services
4 18 (39.13%) SQL Server Reporting Services
5 12 (26.09%) PostgreSQL
6 11 (23.91%) Pentaho
7 10 (21.74%) BusinessObjects
7 10 (21.74%) MySQL
7 10 (21.74%) SQL Server Analysis Services
8 9 (19.57%) Enterprise Data Warehouse
9 8 (17.39%) Crystal Reports
10 6 (13.04%) Big Data
10 6 (13.04%) Relational Database
11 4 (8.70%) Power BI
11 4 (8.70%) SQL Server 2014
12 3 (6.52%) Apache Cassandra
12 3 (6.52%) DB2
12 3 (6.52%) MongoDB
12 3 (6.52%) OLAP
12 3 (6.52%) SQL Server 2012
Development Applications
1 2 (4.35%) Team Foundation Server
2 1 (2.17%) JIRA
2 1 (2.17%) JUnit
2 1 (2.17%) Subversion
2 1 (2.17%) TestNG
2 1 (2.17%) Visual Studio
General
1 5 (10.87%) Finance
2 4 (8.70%) Marketing
3 2 (4.35%) Games
3 2 (4.35%) Manufacturing
3 2 (4.35%) Retail
4 1 (2.17%) Advertising
Job Titles
1 19 (41.30%) Developer
2 10 (21.74%) Business Intelligence Developer
3 8 (17.39%) Analyst
4 5 (10.87%) Business Intelligence Lead
5 4 (8.70%) DBA
5 4 (8.70%) SQL DBA
6 3 (6.52%) ETL Developer
6 3 (6.52%) SQL Developer
7 2 (4.35%) Analyst Programmer
7 2 (4.35%) Data Engineer
7 2 (4.35%) Lead Test Analyst
7 2 (4.35%) Oracle BI Developer
7 2 (4.35%) Oracle Data Warehouse Developer
7 2 (4.35%) Programmer
7 2 (4.35%) SQL Analyst
7 2 (4.35%) SQL Programmer
7 2 (4.35%) SQL Server Analyst
7 2 (4.35%) SSIS Analyst
7 2 (4.35%) SSRS Analyst
7 2 (4.35%) T-SQL Programmer
Libraries, Frameworks & Software Standards
1 2 (4.35%) Middleware
1 2 (4.35%) REST
1 2 (4.35%) SOAP
1 2 (4.35%) Web Services
2 1 (2.17%) Entity Framework
2 1 (2.17%) JSON
2 1 (2.17%) Lucene
2 1 (2.17%) Samza
2 1 (2.17%) XML
Miscellaneous
1 11 (23.91%) Analytical Skills
2 5 (10.87%) Management Information System
3 2 (4.35%) LLPG
4 1 (2.17%) Clustering
4 1 (2.17%) EPoS
4 1 (2.17%) Fintech
4 1 (2.17%) User Experience
Operating Systems
1 3 (6.52%) Windows
2 2 (4.35%) Linux
2 2 (4.35%) Windows Server 2012
3 1 (2.17%) Windows Server
Processes & Methodologies
1 29 (63.04%) Business Intelligence
2 11 (23.91%) Agile Software Development
3 9 (19.57%) Data Management
4 6 (13.04%) Mathematics
4 6 (13.04%) Project Management
5 5 (10.87%) Data Integration
5 5 (10.87%) Data Migration
5 5 (10.87%) Data Modelling
5 5 (10.87%) ETL Development
5 5 (10.87%) Migration
5 5 (10.87%) Scrum
6 4 (8.70%) Analytics
6 4 (8.70%) Data Governance
6 4 (8.70%) Performance Tuning
7 3 (6.52%) Dashboard Development
7 3 (6.52%) Kimball Methodology
7 3 (6.52%) Performance Optimisation
7 3 (6.52%) Prototyping
7 3 (6.52%) Test Scripting
7 3 (6.52%) Visualisation
Programming Languages
1 32 (69.57%) SQL
2 12 (26.09%) T-SQL
3 2 (4.35%) ANSI SQL
3 2 (4.35%) Java
3 2 (4.35%) JavaScript
3 2 (4.35%) Python
4 1 (2.17%) ABAP
4 1 (2.17%) C#
4 1 (2.17%) PL/SQL
4 1 (2.17%) PowerShell
4 1 (2.17%) Scala
Qualifications
1 5 (10.87%) Degree
2 3 (6.52%) ISEB
3 2 (4.35%) ITIL Certification
4 1 (2.17%) ISTQB Foundation Certification
4 1 (2.17%) MCDBA
4 1 (2.17%) MCSA
4 1 (2.17%) MCSE
4 1 (2.17%) Microsoft Certification
Quality Assurance & Compliance
1 9 (19.57%) Data Quality
2 3 (6.52%) QA
3 2 (4.35%) SLA
4 1 (2.17%) BS7666
System Software
1 2 (4.35%) HDFS
2 1 (2.17%) Apache ZooKeeper
Systems Management
1 1 (2.17%) Failover Clustering
1 1 (2.17%) Hadoop YARN
1 1 (2.17%) Nagios
Vendors
1 17 (36.96%) Microsoft
2 10 (21.74%) Cognos
3 9 (19.57%) Oracle
4 6 (13.04%) Tableau
5 2 (4.35%) ESRI
5 2 (4.35%) Greenplum
5 2 (4.35%) Mapinfo
5 2 (4.35%) SAP
6 1 (2.17%) IBM
6 1 (2.17%) IDERA
6 1 (2.17%) RedGate
6 1 (2.17%) Vertica
Birmingham, West Midlands (County)
Green Thompson Consulting
Salary: Up to £35,000 per annum plus benefits
Posted: 21 hours ago
Birmingham, West Midlands (County)
Erin Associates
Salary: £40000 per annum + Bonus & excellent benefits
Posted: 2 days ago
Birmingham, West Midlands (County)
Venturi
Salary: £35000 - £45000 per annum + company benefits
Posted: 2 days ago
Birmingham, West Midlands (County)
Venturi
Salary: £30000 per annum
Posted: 3 days ago
Birmingham
Venturi
Salary: £30000. - £40000 per annum
Posted: 16 days ago
Birmingham
Venturi
Salary: £30000 - £40000 per annum
Posted: 22 days ago
Birmingham, West Midlands (County)
NCC Group
Salary: Competitive salary + company benefits + training + bonus + expenses
Posted: 21 days ago