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 29 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 117 119 104
Rank change year-on-year
+2 -15
Permanent jobs citing ETL 26 13 23
As % of all permanent IT jobs located in Birmingham 1.10% 0.70% 1.22%
As % of the Processes & Methodologies category 1.27% 0.82% 1.43%
Number of salaries quoted 20 11 22
Median salary £42,000 £50,000 £50,000
Median salary % change year-on-year
-16.00% -
90% offered a salary of more than £35,000 £40,000 £40,250
10% offered a salary of more than £50,000 £65,000 £64,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
ETL
West Midlands

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
2044 1593 1603
As % of all permanent IT jobs located in Birmingham 86.35% 85.19% 84.68%
Number of salaries quoted 1491 1283 1413
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 £29,000 £30,000
10% offered a salary of more than £67,500 £69,000 £67,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 29 May 2016.

ETL Salary Histogram in Birmingham

ETL
Top 30 Related IT Skills in Birmingham

For the 6 months to 29 May 2016, 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 64 (68.82%) SQL Server
2 54 (58.06%) SQL
3 48 (51.61%) Business Intelligence
4 38 (40.86%) C#
5 36 (38.71%) Data Warehouse
6 34 (36.56%) Microsoft
6 34 (36.56%) SQL Server Integration Services
7 33 (35.48%) SQL Server Reporting Services
8 30 (32.26%) XML
9 29 (31.18%) Oracle
10 24 (25.81%) SQL Server Analysis Services
11 22 (23.66%) Agile Software Development
11 22 (23.66%) SQL Server 2005
12 20 (21.51%) Unix
12 20 (21.51%) Data Modelling
13 18 (19.35%) Finance
13 18 (19.35%) MS Excel
13 18 (19.35%) Web Services
13 18 (19.35%) .NET
13 18 (19.35%) Relational Database
14 16 (17.20%) Analytical Skills
14 16 (17.20%) Visual Studio
14 16 (17.20%) Linux
14 16 (17.20%) RDBMS
14 16 (17.20%) BusinessObjects
15 15 (16.13%) SOA
15 15 (16.13%) SOAP
15 15 (16.13%) Java
15 15 (16.13%) T-SQL
15 15 (16.13%) BizTalk Server

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 15 (16.13%) BizTalk Server
2 9 (9.68%) SharePoint
3 8 (8.60%) JBoss
3 8 (8.60%) WebSphere
3 8 (8.60%) WebSphere Application Server
4 7 (7.53%) IIS
4 7 (7.53%) Node.js
Applications
1 18 (19.35%) MS Excel
2 4 (4.30%) MS Office
3 3 (3.23%) MS PowerPoint
4 1 (1.08%) SPSS
Business Applications
1 1 (1.08%) Dynamics AX
1 1 (1.08%) SAP CO
1 1 (1.08%) SAP FI
1 1 (1.08%) SAP FI/CO
1 1 (1.08%) SAP FI-AP
1 1 (1.08%) SAP HR
1 1 (1.08%) SAP MM
1 1 (1.08%) SAP Payroll
1 1 (1.08%) SAP SD
Cloud Services
1 7 (7.53%) GitHub
2 2 (2.15%) Force.com
2 2 (2.15%) Microsoft Azure
Communications & Networking
1 8 (8.60%) SSL
1 8 (8.60%) TCP/IP
2 3 (3.23%) Kerberos
2 3 (3.23%) SAN
Database & Business Intelligence
1 64 (68.82%) SQL Server
2 36 (38.71%) Data Warehouse
3 34 (36.56%) SQL Server Integration Services
4 33 (35.48%) SQL Server Reporting Services
5 24 (25.81%) SQL Server Analysis Services
6 22 (23.66%) SQL Server 2005
7 18 (19.35%) Relational Database
8 16 (17.20%) BusinessObjects
8 16 (17.20%) RDBMS
9 12 (12.90%) OLAP
9 12 (12.90%) Power BI
10 10 (10.75%) QlikView
10 10 (10.75%) SQL Server 2008
11 9 (9.68%) Big Data
11 9 (9.68%) DB2
12 7 (7.53%) Microsoft Analysis Services
12 7 (7.53%) MongoDB
12 7 (7.53%) Neo4j
12 7 (7.53%) Pentaho
12 7 (7.53%) SAP Data Services
Development Applications
1 16 (17.20%) Visual Studio
2 9 (9.68%) Talend Open Studio
2 9 (9.68%) Team Foundation Server
3 7 (7.53%) Git (software)
3 7 (7.53%) Jenkins
3 7 (7.53%) Subversion
4 2 (2.15%) Selenium
General
1 18 (19.35%) Finance
2 12 (12.90%) Retail
3 9 (9.68%) Banking
4 8 (8.60%) Retail Banking
4 8 (8.60%) Telecoms
5 5 (5.38%) Marketing
6 4 (4.30%) Local Government
6 4 (4.30%) Publishing
7 2 (2.15%) Advertising
7 2 (2.15%) Legal
8 1 (1.08%) Corporate Banking
8 1 (1.08%) Investment Banking
8 1 (1.08%) Manufacturing
Job Titles
1 45 (48.39%) Developer
2 24 (25.81%) Business Intelligence Developer
3 22 (23.66%) Analyst
4 19 (20.43%) Consultant
5 15 (16.13%) DBA
6 12 (12.90%) SQL DBA
7 11 (11.83%) Business Intelligence Analyst
8 10 (10.75%) Administrator
9 8 (8.60%) Data Consultant
9 8 (8.60%) Implementation Consultant
9 8 (8.60%) Oracle Consultant
9 8 (8.60%) Oracle Technical Consultant
9 8 (8.60%) Software Consultant
9 8 (8.60%) Software Implementation Consultant
9 8 (8.60%) SQL Server Consultant
9 8 (8.60%) Technical Consultant
9 8 (8.60%) Technical Implementation Consultant
10 7 (7.53%) Big Data Consultant
10 7 (7.53%) Data Business Analyst
10 7 (7.53%) Data Scientist
Libraries, Frameworks & Software Standards
1 30 (32.26%) XML
2 18 (19.35%) .NET
2 18 (19.35%) Web Services
3 15 (16.13%) SOAP
4 14 (15.05%) ASP.NET
5 12 (12.90%) HTML
6 10 (10.75%) ASP.NET MVC
6 10 (10.75%) MDX
7 9 (9.68%) REST
7 9 (9.68%) WCF
7 9 (9.68%) XSLT
8 8 (8.60%) Java EE
9 7 (7.53%) ASP.NET Web API
9 7 (7.53%) Middleware
9 7 (7.53%) Spring XD
10 6 (6.45%) XSL
11 4 (4.30%) ASP.NET Web Forms
11 4 (4.30%) CSS
11 4 (4.30%) jQuery
12 2 (2.15%) Twitter Bootstrap
Miscellaneous
1 16 (17.20%) Analytical Skills
2 12 (12.90%) Visualisation
3 11 (11.83%) Data Structures
3 11 (11.83%) Enterprise Software
3 11 (11.83%) Replication
4 7 (7.53%) e-Learning
4 7 (7.53%) Mathematics
4 7 (7.53%) Mobile App
5 6 (6.45%) Clustering
6 5 (5.38%) Computer Science
7 3 (3.23%) Data Conversion
7 3 (3.23%) Data Integration
7 3 (3.23%) Microsoft Licensing
7 3 (3.23%) Statistics
8 1 (1.08%) FMCG
8 1 (1.08%) NHS
Operating Systems
1 20 (21.51%) Unix
2 16 (17.20%) Linux
3 14 (15.05%) Windows
4 1 (1.08%) AIX
4 1 (1.08%) Solaris
Processes & Methodologies
1 48 (51.61%) Business Intelligence
2 22 (23.66%) Agile Software Development
3 20 (21.51%) Data Modelling
4 15 (16.13%) SOA
5 14 (15.05%) Analytics
6 12 (12.90%) Data Management
6 12 (12.90%) High Availability
6 12 (12.90%) Migration
7 11 (11.83%) Kimball Methodology
7 11 (11.83%) MVC
8 10 (10.75%) Continuous Integration
8 10 (10.75%) Data Analytics
8 10 (10.75%) Information Management
8 10 (10.75%) Open Source
8 10 (10.75%) Project Management
8 10 (10.75%) Service Delivery
9 9 (9.68%) Scrum
9 9 (9.68%) Web Development
10 8 (8.60%) Time Management
11 7 (7.53%) Data Visualisation
Programming Languages
1 54 (58.06%) SQL
2 38 (40.86%) C#
3 15 (16.13%) Java
3 15 (16.13%) T-SQL
4 11 (11.83%) JavaScript
5 9 (9.68%) XPath
6 7 (7.53%) Python
7 6 (6.45%) VB
7 6 (6.45%) VB.NET
8 3 (3.23%) ABAP
8 3 (3.23%) PowerShell
9 2 (2.15%) PL/SQL
10 1 (1.08%) Korn
10 1 (1.08%) MATLAB
10 1 (1.08%) Perl
10 1 (1.08%) R
10 1 (1.08%) VBA
Qualifications
1 10 (10.75%) MCSE
1 10 (10.75%) Microsoft Certification
2 8 (8.60%) Degree
3 7 (7.53%) PhD
4 3 (3.23%) MCITP
5 1 (1.08%) ITIL Certification
Quality Assurance & Compliance
1 7 (7.53%) QA
2 6 (6.45%) Data Quality
3 1 (1.08%) Sarbanes-Oxley
3 1 (1.08%) SLA
System Software
1 3 (3.23%) Active Directory
1 3 (3.23%) Hyper-V
1 3 (3.23%) VMware Infrastructure
Systems Management
1 7 (7.53%) Puppet
2 6 (6.45%) OpenView
3 1 (1.08%) Control-M
3 1 (1.08%) ITRS Geneos
Vendors
1 34 (36.56%) Microsoft
2 29 (31.18%) Oracle
3 11 (11.83%) SAP
4 9 (9.68%) Talend
5 7 (7.53%) Cloudera
5 7 (7.53%) Greenplum
5 7 (7.53%) Hortonworks
5 7 (7.53%) MuleSoft
6 6 (6.45%) Tableau
7 4 (4.30%) Informatica
8 3 (3.23%) Citrix
8 3 (3.23%) Salesforce.com
8 3 (3.23%) SolarWinds
8 3 (3.23%) VMware
9 2 (2.15%) Siebel
10 1 (1.08%) Cognos
10 1 (1.08%) Remedy
Birmingham, West Midlands (County)
Uniting Ambition
Salary: £35k - 50k per year + Benefits & 25 days holiday
Posted: Yesterday
Birmingham, West Midlands (County)
Rullion IT Plus
Salary: £35000 - £45000 per annum + on call + bonus + pension + others
Posted: 3 days ago
Birmingham, West Midlands (County)
Crimson Ltd
Salary: £40000 - £45000 per annum + bonus and pension scheme
Posted: 3 days ago
Birmingham
Churchill Frank International
Salary: £45000 - £55000 per annum
Posted: 4 days ago
Birmingham
Capita plc
Salary: £40000.00 - £45000.00 per annum + negotiable
Posted: 6 days ago
Birmingham, West Midlands (County)
HAYS INFORMATION TECHNOLOGY
Salary: £39324.00 - £43000.00 per annum
Posted: 3 days ago
Birmingham
Edenhouse Solutions Ltd
Salary: Competitive with excellent benefits
Posted: 22 days ago