Period
to 17 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Warwickshire 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 17 November 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
West Midlands > Warwickshire
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 55 66 80
Rank change year-on-year +11 +14 +7
Permanent jobs citing ETL 16 44 32
As % of all permanent IT jobs advertised in Warwickshire 2.25% 3.45% 2.63%
As % of the Processes & Methodologies category 2.47% 3.79% 2.83%
Number of salaries quoted 13 43 19
Warwickshire median annual salary £60,000 £37,500 £40,500
Median salary % change year-on-year +60.00% -7.41% +8.00%
10th Percentile £44,500 £26,250 £37,350
90th Percentile £83,000 £46,400 £52,500
West Midlands median annual salary £45,000 £45,000 £41,248
% change year-on-year - +9.10% -0.01%

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 Warwickshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Warwickshire
Permanent vacancies with a requirement for process or methodology skills 648 1,160 1,129
As % of all permanent IT jobs advertised in Warwickshire 91.27% 90.91% 92.77%
Number of salaries quoted 506 1,054 873
Warwickshire median annual salary £42,500 £37,500 £38,500
Median salary % change year-on-year +13.33% -2.60% +2.67%
10th Percentile £26,917 £23,750 £22,750
90th Percentile £67,500 £60,000 £57,500
West Midlands median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -

ETL
Job Vacancy Trend in Warwickshire

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

Job vacancy trend for ETL in Warwickshire

ETL
Salary Trend in Warwickshire

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

Salary trend for ETL in Warwickshire

ETL
Salary Histogram in Warwickshire

The salary distribution of IT jobs citing ETL in Warwickshire over the 6 months to 17 November 2018.

Salary histogram for ETL in Warwickshire

ETL
Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Warwickshire region over the 6 months to 17 November 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Warwick +27 8 £70,000 +86.67% 3
Leamington Spa +14 5 £51,250 +105.00%
Rugby - 1 £47,500 -
ETL
West Midlands

For the 6 months to 17 November 2018, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Warwickshire region with a requirement for ETL.

1 13 (81.25%) Business Intelligence
2 12 (75.00%) Power BI
3 9 (56.25%) Microsoft Azure
3 9 (56.25%) Tableau
3 9 (56.25%) Analytics
3 9 (56.25%) Informatica
4 8 (50.00%) QlikView
4 8 (50.00%) Qlik Sense
4 8 (50.00%) Enterprise Data Warehouse
5 7 (43.75%) TOGAF
5 7 (43.75%) SQL
5 7 (43.75%) SQL Server
5 7 (43.75%) .NET
6 6 (37.50%) Oracle
6 6 (37.50%) Microsoft
6 6 (37.50%) Data Warehouse
6 6 (37.50%) Data Modelling
6 6 (37.50%) SQL Server Reporting Services
6 6 (37.50%) Enterprise Architecture
6 6 (37.50%) Big Data
7 5 (31.25%) Data Quality
7 5 (31.25%) Xamarin
7 5 (31.25%) ArchiMate
7 5 (31.25%) AngularJS
7 5 (31.25%) Twitter Bootstrap
7 5 (31.25%) Open Source
7 5 (31.25%) SaaS
7 5 (31.25%) PaaS
7 5 (31.25%) HTML5
7 5 (31.25%) Node.js

ETL
Co-occurring IT Skills in Warwickshire 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 5 (31.25%) Apache
2 1 (6.25%) Apache Spark
Cloud Services
1 9 (56.25%) Microsoft Azure
2 5 (31.25%) PaaS
2 5 (31.25%) SaaS
3 1 (6.25%) Azure Data Factory
Database & Business Intelligence
1 12 (75.00%) Power BI
2 8 (50.00%) Enterprise Data Warehouse
2 8 (50.00%) Qlik Sense
2 8 (50.00%) QlikView
3 7 (43.75%) SQL Server
4 6 (37.50%) Big Data
4 6 (37.50%) Data Warehouse
4 6 (37.50%) SQL Server Reporting Services
5 5 (31.25%) Blockchain
5 5 (31.25%) Hadoop
5 5 (31.25%) SQL Server Integration Services
6 4 (25.00%) OLAP
6 4 (25.00%) SQL Server 2016
6 4 (25.00%) SQL Server Analysis Services
7 3 (18.75%) Azure SQL Database
7 3 (18.75%) SQL Server 2012
7 3 (18.75%) SQL Server 2014
8 2 (12.50%) BusinessObjects
8 2 (12.50%) Microsoft Analysis Services
9 1 (6.25%) SQL Server 2008
Development Applications
1 1 (6.25%) Team Foundation Server
1 1 (6.25%) Visual Studio
General
1 2 (12.50%) Automotive
1 2 (12.50%) Finance
2 1 (6.25%) Advertising
Job Titles
1 7 (43.75%) Architect
2 5 (31.25%) Solutions Architect
3 3 (18.75%) Business Intelligence Developer
3 3 (18.75%) Developer
3 3 (18.75%) Senior Business Intelligence Developer
3 3 (18.75%) Senior Developer
4 2 (12.50%) Data Architect
5 1 (6.25%) Analyst
5 1 (6.25%) Business Intelligence Manager
5 1 (6.25%) Data Migration Engineer
5 1 (6.25%) Data Migration Lead
5 1 (6.25%) Data Warehouse Manager
5 1 (6.25%) Information Architect
5 1 (6.25%) IT Analyst
5 1 (6.25%) IT Architect
5 1 (6.25%) Migration Engineer
5 1 (6.25%) Senior SQL Developer
5 1 (6.25%) SQL BI Developer
5 1 (6.25%) SQL Developer
5 1 (6.25%) SSRS Developer
Libraries, Frameworks & Software Standards
1 7 (43.75%) .NET
2 5 (31.25%) AngularJS
2 5 (31.25%) HTML
2 5 (31.25%) HTML5
2 5 (31.25%) jQuery
2 5 (31.25%) Node.js
2 5 (31.25%) Twitter Bootstrap
3 2 (12.50%) MDX
4 1 (6.25%) Kafka
Miscellaneous
1 4 (25.00%) Analytical Skills
2 3 (18.75%) Computer Science
3 1 (6.25%) Mobile App
Processes & Methodologies
1 13 (81.25%) Business Intelligence
2 9 (56.25%) Analytics
3 7 (43.75%) TOGAF
4 6 (37.50%) Data Modelling
4 6 (37.50%) Enterprise Architecture
5 5 (31.25%) ArchiMate
5 5 (31.25%) Artificial Intelligence
5 5 (31.25%) Conceptual Models
5 5 (31.25%) Data Management
5 5 (31.25%) Migration
5 5 (31.25%) Open Source
5 5 (31.25%) SDLC
5 5 (31.25%) UML
6 4 (25.00%) Agile Software Development
6 4 (25.00%) Data Cleansing
6 4 (25.00%) Data Governance
6 4 (25.00%) Data Security
7 3 (18.75%) Data Acquisition
7 3 (18.75%) Data Development
7 3 (18.75%) Scrum
Programming Languages
1 7 (43.75%) SQL
2 5 (31.25%) Java
2 5 (31.25%) JavaScript
3 3 (18.75%) C#
4 2 (12.50%) Delphi
4 2 (12.50%) T-SQL
5 1 (6.25%) PL/SQL
Qualifications
1 5 (31.25%) Degree
2 2 (12.50%) Computer Science Degree
2 2 (12.50%) ISEB
3 1 (6.25%) ISEB Practitioner
3 1 (6.25%) Master's Degree
Quality Assurance & Compliance
1 5 (31.25%) Data Quality
System Software
1 5 (31.25%) Docker
Vendors
1 9 (56.25%) Informatica
1 9 (56.25%) Tableau
2 6 (37.50%) Microsoft
2 6 (37.50%) Oracle
3 5 (31.25%) Xamarin
4 3 (18.75%) Greenplum
4 3 (18.75%) Talend
4 3 (18.75%) Teradata
5 1 (6.25%) Alteryx
5 1 (6.25%) Hortonworks