The table below looks at the statistics for ETL skills in IT jobs advertised for the Birmingham region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
West Midlands / Birmingham
Rank 101 64 99
Rank change year-on-year
-37 +35
Permanent jobs citing ETL 26 62 24
As % of all permanent IT jobs located in Birmingham 1.38% 3.29% 1.34%
As % of the Processes & Methodologies category 1.54% 3.84% 1.61%
Number of salaries quoted 20 46 22
Median salary £42,500 £42,500 £42,000
Median salary % change year-on-year
- +1.19%
90% offered a salary of more than £25,800 £33,750 £40,200
10% offered a salary of more than £45,000 £55,000 £59,500
UK excluding London median salary £45,000 £45,000 £45,000

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Birmingham region.

Processes & Methodologies Category
Birmingham
Permanent IT job ads with a match in the
Processes & Methodologies category
1685 1613 1488
As % of all permanent IT jobs located in Birmingham 89.53% 85.62% 82.80%
Number of salaries quoted 1260 1357 1337
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £62,500 £70,000 £62,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Birmingham

The demand trend of job ads across the Birmingham region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Birmingham

ETL
Salary Trend in Birmingham

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

ETL Salary Trend in Birmingham

ETL
Salary Histogram in Birmingham

This chart provides a salary histogram for IT jobs citing ETL across the Birmingham region over the 3 months to 24 January 2017.

ETL Salary Histogram in Birmingham

ETL
Top 30 Related IT Skills in Birmingham

For the 6 months to 24 January 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 21 (65.63%) Data Warehouse
2 20 (62.50%) Business Intelligence
3 18 (56.25%) SQL
3 18 (56.25%) SQL Server
4 15 (46.88%) SQL Server Integration Services
5 14 (43.75%) SQL Server Reporting Services
6 12 (37.50%) PostgreSQL
7 11 (34.38%) Pentaho
8 10 (31.25%) Cognos
9 9 (28.13%) MySQL
9 9 (28.13%) BusinessObjects
9 9 (28.13%) Data Management
9 9 (28.13%) Enterprise Data Warehouse
10 8 (25.00%) Data Quality
10 8 (25.00%) Microsoft
10 8 (25.00%) Oracle
10 8 (25.00%) T-SQL
10 8 (25.00%) Crystal Reports
11 7 (21.88%) Agile Software Development
12 6 (18.75%) SQL Server Analysis Services
12 6 (18.75%) Project Management
13 5 (15.63%) Management Information System
13 5 (15.63%) Data Integration
13 5 (15.63%) SQL Server 2014
14 4 (12.50%) Analytical Skills
14 4 (12.50%) Relational Database
14 4 (12.50%) Data Governance
14 4 (12.50%) Big Data
14 4 (12.50%) Tableau
15 3 (9.38%) REST

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 2 (6.25%) Apache
1 2 (6.25%) Apache Pig
1 2 (6.25%) Apache Spark
2 1 (3.13%) ArcGIS
2 1 (3.13%) BizTalk Server
2 1 (3.13%) Elasticsearch
2 1 (3.13%) IIS
2 1 (3.13%) Oracle SOA Suite
2 1 (3.13%) SharePoint
Business Applications
1 1 (3.13%) assyst
1 1 (3.13%) Dynamics CRM
1 1 (3.13%) Oracle Applications
1 1 (3.13%) Oracle ERP
Cloud Services
1 2 (6.25%) Microsoft Azure
Communications & Networking
1 1 (3.13%) Internet
Database & Business Intelligence
1 21 (65.63%) Data Warehouse
2 18 (56.25%) SQL Server
3 15 (46.88%) SQL Server Integration Services
4 14 (43.75%) SQL Server Reporting Services
5 12 (37.50%) PostgreSQL
6 11 (34.38%) Pentaho
7 9 (28.13%) BusinessObjects
7 9 (28.13%) Enterprise Data Warehouse
7 9 (28.13%) MySQL
8 8 (25.00%) Crystal Reports
9 6 (18.75%) SQL Server Analysis Services
10 5 (15.63%) SQL Server 2014
11 4 (12.50%) Big Data
11 4 (12.50%) Relational Database
12 3 (9.38%) SQL Server 2012
13 2 (6.25%) Apache Hive
13 2 (6.25%) Hadoop
13 2 (6.25%) Oracle BI EE
13 2 (6.25%) Spatial Data
13 2 (6.25%) SQL Server 2016
Development Applications
1 3 (9.38%) Team Foundation Server
2 2 (6.25%) Subversion
3 1 (3.13%) Git (software)
3 1 (3.13%) JUnit
3 1 (3.13%) TestNG
3 1 (3.13%) Visual Studio
General
1 3 (9.38%) Finance
2 2 (6.25%) Games
2 2 (6.25%) Marketing
Job Titles
1 13 (40.63%) Developer
2 5 (15.63%) Analyst
2 5 (15.63%) Business Intelligence Developer
3 4 (12.50%) Business Intelligence Lead
4 2 (6.25%) Business Developer
4 2 (6.25%) Data Warehouse Developer
4 2 (6.25%) Database Developer
4 2 (6.25%) DBA
4 2 (6.25%) ETL Developer
4 2 (6.25%) Oracle BI Developer
4 2 (6.25%) Oracle Data Warehouse Developer
4 2 (6.25%) Senior Business Intelligence Developer
4 2 (6.25%) SQL Analyst
4 2 (6.25%) SQL DBA
4 2 (6.25%) SQL Programmer
4 2 (6.25%) SQL Server Analyst
4 2 (6.25%) SSIS Analyst
4 2 (6.25%) SSRS Analyst
4 2 (6.25%) SSRS Developer
4 2 (6.25%) T-SQL Programmer
Libraries, Frameworks & Software Standards
1 3 (9.38%) REST
1 3 (9.38%) SOAP
1 3 (9.38%) Web Services
2 2 (6.25%) Middleware
2 2 (6.25%) XML
3 1 (3.13%) .NET
3 1 (3.13%) ASP.NET
3 1 (3.13%) ASP.NET MVC
3 1 (3.13%) ASP.NET Web API
3 1 (3.13%) JSON
3 1 (3.13%) Lucene
3 1 (3.13%) Samza
3 1 (3.13%) WCF
3 1 (3.13%) XSLT
Miscellaneous
1 5 (15.63%) Data Integration
1 5 (15.63%) Management Information System
2 4 (12.50%) Analytical Skills
3 3 (9.38%) Visualisation
4 2 (6.25%) LLPG
5 1 (3.13%) e-Learning
5 1 (3.13%) Fintech
5 1 (3.13%) Mobile App
5 1 (3.13%) User Experience
Operating Systems
1 3 (9.38%) Windows
2 2 (6.25%) Linux
2 2 (6.25%) Windows Server 2012
3 1 (3.13%) Windows Server
Processes & Methodologies
1 20 (62.50%) Business Intelligence
2 9 (28.13%) Data Management
3 7 (21.88%) Agile Software Development
4 6 (18.75%) Project Management
5 4 (12.50%) Data Governance
6 3 (9.38%) Analytics
6 3 (9.38%) Change Management
6 3 (9.38%) Data Migration
6 3 (9.38%) Kimball Methodology
6 3 (9.38%) Migration
6 3 (9.38%) Performance Optimisation
6 3 (9.38%) Prototyping
6 3 (9.38%) Scrum
6 3 (9.38%) Service Delivery
7 2 (6.25%) ERP
7 2 (6.25%) ETL Development
7 2 (6.25%) ITIL
7 2 (6.25%) Master Data Management
7 2 (6.25%) MVC
7 2 (6.25%) Programme Management
Programming Languages
1 18 (56.25%) SQL
2 8 (25.00%) T-SQL
3 2 (6.25%) ANSI SQL
3 2 (6.25%) Python
4 1 (3.13%) C#
4 1 (3.13%) Java
4 1 (3.13%) JavaScript
4 1 (3.13%) Scala
4 1 (3.13%) XPath
Qualifications
1 3 (9.38%) Degree
2 2 (6.25%) ITIL Certification
3 1 (3.13%) MCDBA
3 1 (3.13%) MCSA
3 1 (3.13%) MCSE
3 1 (3.13%) Microsoft Certification
Quality Assurance & Compliance
1 8 (25.00%) Data Quality
2 2 (6.25%) QA
2 2 (6.25%) SLA
3 1 (3.13%) BS7666
System Software
1 2 (6.25%) HDFS
2 1 (3.13%) Apache ZooKeeper
Systems Management
1 1 (3.13%) Hadoop YARN
1 1 (3.13%) Nagios
Vendors
1 10 (31.25%) Cognos
2 8 (25.00%) Microsoft
2 8 (25.00%) Oracle
3 4 (12.50%) Tableau
4 2 (6.25%) ESRI
4 2 (6.25%) Greenplum
4 2 (6.25%) Mapinfo
5 1 (3.13%) IDERA
5 1 (3.13%) RedGate
5 1 (3.13%) Vertica
Birmingham, West Midlands (County)
Harvey Nash plc
Salary: £30000 - £35000 per annum + Package
Posted: 3 days ago
Birmingham, West Midlands (County)
IGI Ltd
Salary: Negotiable to £50K
Posted: 23 hours ago
Birmingham, West Midlands (County)
Maurice Nash
Salary: From £25,000 to £28,000 per annum
Posted: 4 days ago
Birmingham
Capita
Posted: Yesterday