Period
to 23 November 2017

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 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
West Midlands > Birmingham
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 97 186 116
Rank change year-on-year +89 -70 +2
Permanent jobs citing ETL 102 38 75
As % of all permanent IT jobs advertised in Birmingham 2.65% 0.80% 1.90%
As % of the Processes & Methodologies category 2.94% 0.90% 2.18%
Number of salaries quoted 93 30 73
Birmingham median annual salary £57,500 £40,581 £50,000
Median salary % change year-on-year +41.69% -18.84% -
10th Percentile £36,200 £31,925 £31,750
90th Percentile £75,000 £55,625 £77,500
West Midlands median annual salary £45,000 £40,500 £41,500
% change year-on-year +11.11% -2.41% -1.19%

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Birmingham with a requirement for process or methodology skills.

All Process and Methodology Skills
Birmingham
Permanent vacancies with a requirement for process or methodology skills 3471 4242 3434
As % of all permanent IT jobs advertised in Birmingham 90.20% 89.12% 86.96%
Number of salaries quoted 2718 3094 2878
Birmingham median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - -5.56%
10th Percentile £26,250 £26,250 £26,250
90th Percentile £67,500 £67,625 £68,750
West Midlands median annual salary £40,000 £40,000 £40,000

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 6 months to 23 November 2017.

Salary histogram for ETL in Birmingham

For the 6 months to 23 November 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 58 (56.86%) Business Intelligence
2 53 (51.96%) SQL
3 52 (50.98%) Data Warehouse
4 39 (38.24%) SQL Server
5 33 (32.35%) SQL Server Integration Services
6 29 (28.43%) Microsoft
6 29 (28.43%) SQL Server Reporting Services
7 26 (25.49%) BusinessObjects
8 23 (22.55%) Finance
9 19 (18.63%) Oracle
9 19 (18.63%) SQL Server Analysis Services
10 18 (17.65%) Tableau
10 18 (17.65%) SAP
10 18 (17.65%) Agile Software Development
11 17 (16.67%) Salesforce.com
11 17 (16.67%) QlikView
11 17 (16.67%) Visualforce
11 17 (16.67%) Apex Code
12 16 (15.69%) Force.com
12 16 (15.69%) Computer Science
12 16 (15.69%) Data Management
13 15 (14.71%) XML
13 15 (14.71%) Microsoft Azure
13 15 (14.71%) Power BI
14 14 (13.73%) SQL Server 2008
14 14 (13.73%) .NET
14 14 (13.73%) T-SQL
14 14 (13.73%) Migration
14 14 (13.73%) Virtual Team
15 13 (12.75%) Big Data

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 4 (3.92%) SAS
2 2 (1.96%) IIS
3 1 (0.98%) SharePoint
Applications
1 2 (1.96%) Microsoft Office
2 1 (0.98%) Microsoft Excel
Business Applications
1 2 (1.96%) Cognos Business Intelligence
1 2 (1.96%) Cognos TM1
2 1 (0.98%) Dynamics AX
Cloud Services
1 16 (15.69%) Force.com
2 15 (14.71%) Microsoft Azure
3 5 (4.90%) Amazon AWS
3 5 (4.90%) Azure Data Factory
4 2 (1.96%) Office 365
5 1 (0.98%) Cortana Intelligence Suite
5 1 (0.98%) Dynamics 365
5 1 (0.98%) IaaS
5 1 (0.98%) PaaS
5 1 (0.98%) SaaS
Database & Business Intelligence
1 52 (50.98%) Data Warehouse
2 39 (38.24%) SQL Server
3 33 (32.35%) SQL Server Integration Services
4 29 (28.43%) SQL Server Reporting Services
5 26 (25.49%) BusinessObjects
6 19 (18.63%) SQL Server Analysis Services
7 17 (16.67%) QlikView
8 15 (14.71%) Power BI
9 14 (13.73%) SQL Server 2008
10 13 (12.75%) Big Data
11 10 (9.80%) SAP Data Services
12 8 (7.84%) SAP HANA
13 7 (6.86%) BODI
14 5 (4.90%) Azure SQL Data Warehouse
14 5 (4.90%) Oracle Reports
14 5 (4.90%) Relational Database
14 5 (4.90%) SQL Server 2016
15 4 (3.92%) MarkLogic
15 4 (3.92%) OLAP Cube
15 4 (3.92%) SQL Server 2014
Development Applications
1 5 (4.90%) Git (software)
1 5 (4.90%) Selenium
2 4 (3.92%) Talend Open Studio
3 2 (1.96%) Oracle APEX
4 1 (0.98%) Jenkins
4 1 (0.98%) JIRA
4 1 (0.98%) Maven
General
1 23 (22.55%) Finance
2 9 (8.82%) Retail
3 7 (6.86%) Legal
4 2 (1.96%) Telecoms
5 1 (0.98%) Automotive
5 1 (0.98%) Banking
Job Titles
1 50 (49.02%) Developer
2 28 (27.45%) Architect
3 22 (21.57%) Consultant
4 18 (17.65%) Senior Developer
5 16 (15.69%) Business Consultant
6 14 (13.73%) Salesforce Architect
6 14 (13.73%) Salesforce Developer
6 14 (13.73%) Senior Architect
6 14 (13.73%) Senior Salesforce Developer
7 13 (12.75%) Business Intelligence Developer
7 13 (12.75%) Senior Salesforce Architect
8 12 (11.76%) Analyst
8 12 (11.76%) SQL Developer
9 10 (9.80%) SAP Developer
10 9 (8.82%) Business Intelligence Consultant
11 8 (7.84%) Data Architect
11 8 (7.84%) SAP BusinessObjects (BO) Consultant
12 7 (6.86%) Applications Developer
12 7 (6.86%) Business Intelligence Architect
12 7 (6.86%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 17 (16.67%) Visualforce
2 15 (14.71%) XML
3 14 (13.73%) .NET
4 10 (9.80%) MDX
4 10 (9.80%) Web Services
5 6 (5.88%) JSON
5 6 (5.88%) SOAP
6 5 (4.90%) REST
7 4 (3.92%) XML Schema
7 4 (3.92%) XSD
7 4 (3.92%) XSLT
8 3 (2.94%) HTML
8 3 (2.94%) RESTful
8 3 (2.94%) Spring
9 2 (1.96%) CSS
9 2 (1.96%) CSS3
9 2 (1.96%) Hibernate
9 2 (1.96%) JDBC
9 2 (1.96%) Struts
10 1 (0.98%) JMS
Miscellaneous
1 16 (15.69%) Computer Science
2 14 (13.73%) Virtual Team
3 6 (5.88%) Enterprise Software
3 6 (5.88%) Management Information System
4 2 (1.96%) Analytical Skills
5 1 (0.98%) Data Structures
5 1 (0.98%) Fintech
5 1 (0.98%) FMCG
5 1 (0.98%) iSeries
Operating Systems
1 6 (5.88%) Unix
2 1 (0.98%) Windows
Processes & Methodologies
1 58 (56.86%) Business Intelligence
2 18 (17.65%) Agile Software Development
3 16 (15.69%) Data Management
4 14 (13.73%) Migration
5 12 (11.76%) Kimball Methodology
6 10 (9.80%) Analytics
6 10 (9.80%) Mentoring
7 9 (8.82%) Data Migration
7 9 (8.82%) Data Modelling
7 9 (8.82%) Master Data Management
8 8 (7.84%) Data Cleansing
8 8 (7.84%) Data Governance
8 8 (7.84%) Scrum
9 7 (6.86%) Data Extraction
9 7 (6.86%) Visualisation
10 5 (4.90%) Data Integration
10 5 (4.90%) OOD
10 5 (4.90%) Software Testing
10 5 (4.90%) Test Automation
10 5 (4.90%) Test Scripting
Programming Languages
1 53 (51.96%) SQL
2 17 (16.67%) Apex Code
3 14 (13.73%) T-SQL
4 10 (9.80%) JavaScript
5 9 (8.82%) C#
5 9 (8.82%) Java
6 7 (6.86%) Data Analysis Expressions (DAX)
7 4 (3.92%) SPARQL
7 4 (3.92%) XPath
7 4 (3.92%) XQuery
8 3 (2.94%) PL/SQL
9 2 (1.96%) VBA
10 1 (0.98%) PHP
10 1 (0.98%) RPG
Qualifications
1 5 (4.90%) Security Cleared
2 3 (2.94%) Degree
3 2 (1.96%) Computer Science Degree
4 1 (0.98%) SC Cleared
Quality Assurance & Compliance
1 9 (8.82%) Data Quality
2 8 (7.84%) QA
3 2 (1.96%) ISO/IEC 27001
Systems Management
1 1 (0.98%) Opscode Chef
1 1 (0.98%) Puppet
1 1 (0.98%) Terraform
Vendors
1 29 (28.43%) Microsoft
2 19 (18.63%) Oracle
3 18 (17.65%) SAP
3 18 (17.65%) Tableau
4 17 (16.67%) Salesforce.com
5 11 (10.78%) Cognos
6 9 (8.82%) Informatica
7 4 (3.92%) Talend
8 3 (2.94%) Civica
9 2 (1.96%) IBM
9 2 (1.96%) Jitterbit
10 1 (0.98%) Capita
10 1 (0.98%) JD Edwards
10 1 (0.98%) Jedox
10 1 (0.98%) RedGate