Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Coventry 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
West Midlands > Coventry
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 67 91 95
Rank change year-on-year +24 +4 -10
Permanent jobs citing ETL 39 24 12
As % of all permanent IT jobs advertised in Coventry 2.97% 1.67% 0.83%
As % of the Processes & Methodologies category 3.31% 1.87% 0.96%
Number of salaries quoted 22 16 12
Coventry median annual salary £45,000 £47,500 £35,000
Median salary % change year-on-year -5.26% +35.71% -26.32%
10th Percentile £28,750 £36,875 £31,375
90th Percentile £53,400 £63,125 £53,375
West Midlands median annual salary £45,000 £41,000 £41,250
% change year-on-year +9.76% -0.61% -0.60%

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 Coventry with a requirement for process or methodology skills.

All Process and Methodology Skills
Coventry
Permanent vacancies with a requirement for process or methodology skills 1180 1283 1253
As % of all permanent IT jobs advertised in Coventry 89.80% 89.53% 86.95%
Number of salaries quoted 945 1054 1016
Coventry median annual salary £41,500 £42,500 £42,500
Median salary % change year-on-year -2.35% - +1.43%
10th Percentile £25,500 £26,000 £26,250
90th Percentile £63,750 £62,125 £62,500
West Midlands median annual salary £40,000 £40,000 £40,000

ETL
Job Vacancy Trend in Coventry

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

Job vacancy trend for ETL in Coventry

ETL
Salary Trend in Coventry

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

Salary trend for ETL in Coventry

ETL
Salary Histogram in Coventry

The salary distribution of IT jobs citing ETL in Coventry over the 6 months to 18 November 2017.

Salary histogram for ETL in Coventry

For the 6 months to 18 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 Coventry region with a requirement for ETL.

1 33 (84.62%) SQL
2 21 (53.85%) Agile Software Development
3 19 (48.72%) Business Intelligence
4 18 (46.15%) Oracle
5 17 (43.59%) Data Warehouse
6 16 (41.03%) Microsoft
7 15 (38.46%) SQL Server Analysis Services
8 13 (33.33%) Continuous Integration
8 13 (33.33%) Scrum
9 12 (30.77%) SQL Server Integration Services
9 12 (30.77%) T-SQL
10 11 (28.21%) Unit Testing
11 9 (23.08%) Relational Database
11 9 (23.08%) SQL Server
12 8 (20.51%) OLAP
12 8 (20.51%) Data Modelling
13 7 (17.95%) Cognos
13 7 (17.95%) MySQL
13 7 (17.95%) Visual Studio
13 7 (17.95%) Java
13 7 (17.95%) Software Engineering
13 7 (17.95%) Oracle Database
13 7 (17.95%) Analytics
14 6 (15.38%) Jenkins
14 6 (15.38%) IBM InfoSphere
14 6 (15.38%) REST
14 6 (15.38%) Clojure
14 6 (15.38%) MongoDB
14 6 (15.38%) Apache Cassandra
14 6 (15.38%) NoSQL

ETL
Co-occurring IT Skills in Coventry 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 6 (15.38%) GlassFish
1 6 (15.38%) JBoss
1 6 (15.38%) Jetty
1 6 (15.38%) Tomcat
2 2 (5.13%) SAS
3 1 (2.56%) Apache
3 1 (2.56%) Apache Spark
3 1 (2.56%) Confluence
3 1 (2.56%) IBM Domino
3 1 (2.56%) SharePoint
3 1 (2.56%) WordPress
Applications
1 6 (15.38%) Microsoft Excel
2 1 (2.56%) Microsoft Office
2 1 (2.56%) Microsoft PowerPoint
Business Applications
1 1 (2.56%) Dynamics CRM
1 1 (2.56%) Oracle Applications
Cloud Services
1 1 (2.56%) Force.com
1 1 (2.56%) SaaS
Communications & Networking
1 6 (15.38%) AMQP
Database & Business Intelligence
1 17 (43.59%) Data Warehouse
2 15 (38.46%) SQL Server Analysis Services
3 12 (30.77%) SQL Server Integration Services
4 9 (23.08%) Relational Database
4 9 (23.08%) SQL Server
5 8 (20.51%) OLAP
6 7 (17.95%) MySQL
6 7 (17.95%) Oracle Database
7 6 (15.38%) Apache Cassandra
7 6 (15.38%) IBM InfoSphere
7 6 (15.38%) MongoDB
7 6 (15.38%) NoSQL
7 6 (15.38%) PostgreSQL
7 6 (15.38%) SQL Server 2014
8 5 (12.82%) Semantic Layer
9 4 (10.26%) OLTP
9 4 (10.26%) SQL Server Reporting Services
10 3 (7.69%) BusinessObjects
10 3 (7.69%) DataStage
10 3 (7.69%) QualityStage
Development Applications
1 7 (17.95%) Visual Studio
2 6 (15.38%) Hudson
2 6 (15.38%) Jenkins
2 6 (15.38%) Team Foundation Server
3 1 (2.56%) Eclipse
3 1 (2.56%) JIRA
General
1 6 (15.38%) Billing
1 6 (15.38%) Retail
2 3 (7.69%) Finance
3 1 (2.56%) Advertising
Job Titles
1 21 (53.85%) Developer
2 7 (17.95%) Business Intelligence Developer
3 6 (15.38%) Analyst
3 6 (15.38%) Data Warehouse Developer
3 6 (15.38%) Principal Engineer
3 6 (15.38%) Principal Software Engineer
3 6 (15.38%) Software Engineer
4 5 (12.82%) SQL Developer
5 4 (10.26%) Applications Support
5 4 (10.26%) Test Engineer
6 3 (7.69%) ETL Developer
6 3 (7.69%) Integration Developer
6 3 (7.69%) Oracle Applications Support
6 3 (7.69%) Senior Developer
7 2 (5.13%) Architect
7 2 (5.13%) Data Engineer
7 2 (5.13%) Salesforce Architect
7 2 (5.13%) Salesforce Developer
7 2 (5.13%) Senior SQL Developer
7 2 (5.13%) Support Analyst
Libraries, Frameworks & Software Standards
1 6 (15.38%) Java EE
1 6 (15.38%) JAX-RS
1 6 (15.38%) JMS
1 6 (15.38%) JPA
1 6 (15.38%) REST
1 6 (15.38%) RESTEasy
1 6 (15.38%) RESTful
1 6 (15.38%) Spring
1 6 (15.38%) Spring Boot
2 5 (12.82%) MDX
2 5 (12.82%) Web Services
3 2 (5.13%) Visualforce
4 1 (2.56%) Ajax
4 1 (2.56%) jQuery
4 1 (2.56%) JSON
4 1 (2.56%) Twitter Bootstrap
4 1 (2.56%) XHTML
4 1 (2.56%) XML
4 1 (2.56%) XSL
4 1 (2.56%) XSLT
Miscellaneous
1 6 (15.38%) Smart Meter
2 4 (10.26%) Analytical Skills
3 1 (2.56%) Computer Science
3 1 (2.56%) Management Information System
Processes & Methodologies
1 21 (53.85%) Agile Software Development
2 19 (48.72%) Business Intelligence
3 13 (33.33%) Continuous Integration
3 13 (33.33%) Scrum
4 11 (28.21%) Unit Testing
5 8 (20.51%) Data Modelling
6 7 (17.95%) Analytics
6 7 (17.95%) Software Engineering
7 6 (15.38%) Coaching
7 6 (15.38%) Continuous Delivery
7 6 (15.38%) Data Transformation
7 6 (15.38%) Dependency Injection
7 6 (15.38%) Microservices
7 6 (15.38%) TDD
8 5 (12.82%) Functional Testing
9 4 (10.26%) Data Analysis
9 4 (10.26%) ETL Development
10 3 (7.69%) Data Lineage
10 3 (7.69%) ITIL
10 3 (7.69%) Waterfall
Programming Languages
1 33 (84.62%) SQL
2 12 (30.77%) T-SQL
3 7 (17.95%) Java
4 6 (15.38%) C#
4 6 (15.38%) Clojure
4 6 (15.38%) Scala
5 3 (7.69%) PL/SQL
6 2 (5.13%) Apex Code
7 1 (2.56%) C
7 1 (2.56%) C++
7 1 (2.56%) JavaScript
7 1 (2.56%) MATLAB
7 1 (2.56%) PHP
7 1 (2.56%) PowerShell
7 1 (2.56%) Python
7 1 (2.56%) SOQL
7 1 (2.56%) VB
7 1 (2.56%) VB.NET
7 1 (2.56%) XPath
Qualifications
1 2 (5.13%) MCSD
1 2 (5.13%) MCTS
1 2 (5.13%) Microsoft Certification
1 2 (5.13%) Security Cleared
2 1 (2.56%) Degree
2 1 (2.56%) ISTQB
Quality Assurance & Compliance
1 1 (2.56%) Data Quality
1 1 (2.56%) QA
1 1 (2.56%) SLA
System Software
1 6 (15.38%) Docker
Systems Management
1 6 (15.38%) Marathon
Vendors
1 18 (46.15%) Oracle
2 16 (41.03%) Microsoft
3 7 (17.95%) Cognos
4 6 (15.38%) IBM
4 6 (15.38%) Netezza
5 4 (10.26%) Informatica
6 3 (7.69%) Ab Initio
7 2 (5.13%) Jitterbit
7 2 (5.13%) Salesforce.com