Period
to 23 May 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 23 May 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
West Midlands > Warwickshire
6 months to
23 May 2018
Same period 2017 Same period 2016
Rank 70 57 72
Rank change year-on-year -13 +15 -5
Permanent jobs citing ETL 16 43 69
As % of all permanent IT jobs advertised in Warwickshire 1.49% 3.72% 4.72%
As % of the Processes & Methodologies category 1.65% 4.05% 5.13%
Number of salaries quoted 15 41 45
Warwickshire median annual salary £60,000 £42,500 £50,500
Median salary % change year-on-year +41.18% -15.84% +18.82%
10th Percentile £45,500 £25,750 £35,500
90th Percentile £85,000 £48,750 £61,250
West Midlands median annual salary £50,000 £40,275 £44,000
% change year-on-year +24.15% -8.47% +3.53%

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 970 1,062 1,346
As % of all permanent IT jobs advertised in Warwickshire 90.32% 91.87% 92.00%
Number of salaries quoted 779 886 993
Warwickshire median annual salary £41,500 £40,000 £42,500
Median salary % change year-on-year +3.75% -5.88% -
10th Percentile £26,000 £23,250 £25,500
90th Percentile £65,000 £58,750 £62,500
West Midlands median annual salary £42,500 £40,500 £42,500
% change year-on-year +4.94% -4.71% +6.25%

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 23 May 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 23 May 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 +14 9 £60,000 +126.42% 2
Leamington Spa +14 2 £45,000 -
ETL
West Midlands

For the 6 months to 23 May 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 10 (62.50%) Data Management
3 9 (56.25%) QlikView
3 9 (56.25%) Migration
3 9 (56.25%) Tableau
3 9 (56.25%) Analytics
4 8 (50.00%) BusinessObjects
4 8 (50.00%) Data Migration
4 8 (50.00%) Data Architecture
5 6 (37.50%) Management Information System
5 6 (37.50%) TOGAF
5 6 (37.50%) Data Warehouse
5 6 (37.50%) Analytical Skills
5 6 (37.50%) Data Structures
5 6 (37.50%) Dimensional Modelling
5 6 (37.50%) Data Analytics
5 6 (37.50%) Data Lake
5 6 (37.50%) Data Strategy
5 6 (37.50%) Decision-Making
6 5 (31.25%) Power BI
7 4 (25.00%) .NET
7 4 (25.00%) Informatica
8 3 (18.75%) Oracle
8 3 (18.75%) UML
8 3 (18.75%) Apache
8 3 (18.75%) HTML
8 3 (18.75%) Java
8 3 (18.75%) JavaScript
8 3 (18.75%) Artificial Intelligence
8 3 (18.75%) jQuery

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 3 (18.75%) Apache
Applications
1 1 (6.25%) Microsoft Excel
1 1 (6.25%) Microsoft Office
Business Applications
1 1 (6.25%) SAP MDG
Cloud Services
1 3 (18.75%) Microsoft Azure
1 3 (18.75%) PaaS
1 3 (18.75%) SaaS
Database & Business Intelligence
1 9 (56.25%) QlikView
2 8 (50.00%) BusinessObjects
3 6 (37.50%) Data Lake
3 6 (37.50%) Data Warehouse
4 5 (31.25%) Power BI
5 3 (18.75%) Big Data
5 3 (18.75%) Blockchain
5 3 (18.75%) Enterprise Data Warehouse
5 3 (18.75%) Hadoop
5 3 (18.75%) Qlik Sense
6 2 (12.50%) SQL Server
6 2 (12.50%) SQL Server Integration Services
6 2 (12.50%) SQL Server Reporting Services
7 1 (6.25%) SAP Data Services
7 1 (6.25%) SQL Server 2008
7 1 (6.25%) SQL Server 2012
7 1 (6.25%) SQL Server Analysis Services
Development Applications
1 1 (6.25%) Visual Studio
General
1 2 (12.50%) Finance
Job Titles
1 12 (75.00%) Architect
2 6 (37.50%) Data Architect
3 3 (18.75%) Business Intelligence Architect
3 3 (18.75%) Solutions Architect
4 2 (12.50%) Business Architect
4 2 (12.50%) Database Developer
4 2 (12.50%) Developer
5 1 (6.25%) Analyst
5 1 (6.25%) C# Developer
5 1 (6.25%) Data Analyst
5 1 (6.25%) ETL Developer
5 1 (6.25%) SQL Database Developer
5 1 (6.25%) SQL Developer
Libraries, Frameworks & Software Standards
1 4 (25.00%) .NET
2 3 (18.75%) AngularJS
2 3 (18.75%) HTML
2 3 (18.75%) HTML5
2 3 (18.75%) jQuery
2 3 (18.75%) Node.js
2 3 (18.75%) Twitter Bootstrap
3 1 (6.25%) .NET Framework
3 1 (6.25%) XML
3 1 (6.25%) XSD
3 1 (6.25%) XSLT
Miscellaneous
1 6 (37.50%) Analytical Skills
1 6 (37.50%) Data Structures
1 6 (37.50%) Management Information System
Processes & Methodologies
1 13 (81.25%) Business Intelligence
2 10 (62.50%) Data Management
3 9 (56.25%) Analytics
3 9 (56.25%) Migration
4 8 (50.00%) Data Architecture
4 8 (50.00%) Data Migration
5 6 (37.50%) Data Analytics
5 6 (37.50%) Data Strategy
5 6 (37.50%) Decision-Making
5 6 (37.50%) Dimensional Modelling
5 6 (37.50%) TOGAF
6 3 (18.75%) ArchiMate
6 3 (18.75%) Artificial Intelligence
6 3 (18.75%) Conceptual Models
6 3 (18.75%) Data Development
6 3 (18.75%) Enterprise Architecture
6 3 (18.75%) Open Source
6 3 (18.75%) SDLC
6 3 (18.75%) UML
7 2 (12.50%) Zachman Framework
Programming Languages
1 3 (18.75%) Java
1 3 (18.75%) JavaScript
2 1 (6.25%) C#
2 1 (6.25%) SQL
2 1 (6.25%) T-SQL
Qualifications
1 1 (6.25%) ISEB
Quality Assurance & Compliance
1 3 (18.75%) Data Quality
2 1 (6.25%) COBIT
System Software
1 3 (18.75%) Docker
Systems Management
1 1 (6.25%) Systems Management Server (SMS)
Vendors
1 9 (56.25%) Tableau
2 4 (25.00%) Informatica
3 3 (18.75%) Oracle
3 3 (18.75%) Xamarin
4 1 (6.25%) Microsoft
4 1 (6.25%) SAP