Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Solihull 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 > Solihull
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 46 50 46
Rank change year-on-year +4 -4 +27
Permanent jobs citing ETL 10 4 14
As % of all permanent IT jobs advertised in Solihull 2.50% 0.93% 2.67%
As % of the Processes & Methodologies category 2.79% 1.11% 3.38%
Number of salaries quoted 9 4 14
Solihull median annual salary £49,000 £34,500 £40,000
Median salary % change year-on-year +42.03% -13.75% +45.45%
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 Solihull with a requirement for process or methodology skills.

All Process and Methodology Skills
Solihull
Permanent vacancies with a requirement for process or methodology skills 359 361 414
As % of all permanent IT jobs advertised in Solihull 89.75% 84.15% 78.86%
Number of salaries quoted 326 321 373
Solihull median annual salary £45,000 £42,500 £36,000
Median salary % change year-on-year +5.88% +18.06% -4.00%
10th Percentile £25,750 £25,000 £23,750
90th Percentile £72,500 £70,000 £52,500
West Midlands median annual salary £40,000 £40,000 £40,000

ETL
Job Vacancy Trend in Solihull

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

Job vacancy trend for ETL in Solihull

ETL
Salary Trend in Solihull

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

Salary trend for ETL in Solihull

ETL
Salary Histogram in Solihull

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

Salary histogram for ETL in Solihull

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 Solihull region with a requirement for ETL.

1 10 (100.00%) SQL
2 7 (70.00%) SQL Server
3 6 (60.00%) C#
3 6 (60.00%) Analytical Skills
4 5 (50.00%) .NET
4 5 (50.00%) Microsoft Azure
4 5 (50.00%) Tableau
5 4 (40.00%) Performance Tuning
5 4 (40.00%) SQL Server Analysis Services
5 4 (40.00%) Data Warehouse
5 4 (40.00%) Business Intelligence
5 4 (40.00%) SQL Server Reporting Services
5 4 (40.00%) SQL Server Integration Services
6 3 (30.00%) Software Engineering
6 3 (30.00%) Agile Software Development
6 3 (30.00%) MVC
6 3 (30.00%) SOA
6 3 (30.00%) Microsoft
6 3 (30.00%) E-Commerce
6 3 (30.00%) ASP.NET
6 3 (30.00%) T-SQL
6 3 (30.00%) Reverse Engineering
6 3 (30.00%) MongoDB
6 3 (30.00%) NoSQL
6 3 (30.00%) Azure SQL Database
6 3 (30.00%) ASP.NET Web API
6 3 (30.00%) Analytics
6 3 (30.00%) User Stories
6 3 (30.00%) Redis
6 3 (30.00%) AngularJS

ETL
Co-occurring IT Skills in Solihull 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 1 (10.00%) SAS
Applications
1 2 (20.00%) Microsoft Excel
2 1 (10.00%) Microsoft PowerPoint
Cloud Services
1 5 (50.00%) Microsoft Azure
Database & Business Intelligence
1 7 (70.00%) SQL Server
2 4 (40.00%) Data Warehouse
2 4 (40.00%) SQL Server Analysis Services
2 4 (40.00%) SQL Server Integration Services
2 4 (40.00%) SQL Server Reporting Services
3 3 (30.00%) Azure SQL Database
3 3 (30.00%) MongoDB
3 3 (30.00%) NoSQL
3 3 (30.00%) Power BI
3 3 (30.00%) Redis
4 2 (20.00%) QlikView
5 1 (10.00%) Amazon Redshift
5 1 (10.00%) Data Mining
5 1 (10.00%) Hadoop
5 1 (10.00%) MySQL
5 1 (10.00%) Pentaho
5 1 (10.00%) Relational Database
Development Applications
1 2 (20.00%) Team Foundation Server
2 1 (10.00%) ERwin
General
1 2 (20.00%) Legal
1 2 (20.00%) Retail
2 1 (10.00%) Finance
Job Titles
1 9 (90.00%) Developer
2 6 (60.00%) SQL Developer
3 3 (30.00%) Business Intelligence Developer
3 3 (30.00%) C# Developer
4 2 (20.00%) ETL Developer
4 2 (20.00%) MongoDB Developer
4 2 (20.00%) SQL BI Developer
4 2 (20.00%) SQL Server Developer
5 1 (10.00%) Business Developer
5 1 (10.00%) Data Scientist
5 1 (10.00%) Integration Developer
5 1 (10.00%) Report Developer
5 1 (10.00%) SAS Developer
Libraries, Frameworks & Software Standards
1 5 (50.00%) .NET
2 3 (30.00%) AngularJS
2 3 (30.00%) ASP.NET
2 3 (30.00%) ASP.NET Web API
3 2 (20.00%) MDX
Miscellaneous
1 6 (60.00%) Analytical Skills
Processes & Methodologies
1 4 (40.00%) Business Intelligence
1 4 (40.00%) Performance Tuning
2 3 (30.00%) Agile Software Development
2 3 (30.00%) Analytics
2 3 (30.00%) Database Optimisation
2 3 (30.00%) E-Commerce
2 3 (30.00%) Low Latency
2 3 (30.00%) Mentoring
2 3 (30.00%) MVC
2 3 (30.00%) Reverse Engineering
2 3 (30.00%) SOA
2 3 (30.00%) Software Engineering
2 3 (30.00%) User Stories
3 2 (20.00%) Data Analytics
3 2 (20.00%) Data Modelling
3 2 (20.00%) Kimball Methodology
3 2 (20.00%) Visualisation
4 1 (10.00%) Actionable Insight
4 1 (10.00%) Data Management
4 1 (10.00%) Performance Metrics
Programming Languages
1 10 (100.00%) SQL
2 6 (60.00%) C#
3 3 (30.00%) T-SQL
4 2 (20.00%) Data Analysis Expressions (DAX)
5 1 (10.00%) R
5 1 (10.00%) VBA
Qualifications
1 2 (20.00%) Degree
Quality Assurance & Compliance
1 2 (20.00%) Data Quality
Vendors
1 5 (50.00%) Tableau
2 3 (30.00%) Microsoft
3 1 (10.00%) Birst
3 1 (10.00%) IBM
3 1 (10.00%) MicroStrategy
3 1 (10.00%) Oracle