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 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
West Midlands / Solihull
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 34 33 48
Rank change year-on-year -1 +15  
Permanent jobs citing ETL 21 6 2
As % of all permanent IT jobs advertised in Solihull 7.34% 2.46% 0.67%
As % of the Processes & Methodologies category 7.81% 2.80% 0.77%
Number of salaries quoted 21 6 2
Median salary £34,000 £45,000 £42,500
Median salary % change year-on-year -24.44% +5.88%  
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Solihull with a requirement for process and methodology skills.

Process & Methodology Skills
Solihull
Permanent job vacancies with a requirement for process and methodology skills 269 214 261
As % of all permanent IT job vacancies advertised in Solihull 94.06% 87.70% 87.88%
Number of salaries quoted 251 180 211
Median salary £40,000 £47,500 £40,000
Median salary % change year-on-year -15.78% +18.75%  
90% offered a salary of more than £30,000 £32,000 £27,500
10% offered a salary of more than £63,000 £50,000 £72,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in Solihull

The job posting trend of jobs advertised in Solihull citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 28 March 2017.

Salary histogram for ETL in Solihull

ETL
Top 30 Co-occurring IT Skills in Solihull

For the 6 months to 28 March 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 23 (76.67%) Business Intelligence
2 18 (60.00%) Data Warehouse
3 15 (50.00%) SQL
4 14 (46.67%) SQL Server
4 14 (46.67%) Data Modelling
4 14 (46.67%) Analytical Skills
5 12 (40.00%) SQL Server Reporting Services
5 12 (40.00%) SQL Server Integration Services
6 10 (33.33%) Performance Tuning
7 9 (30.00%) Performance Monitoring
7 9 (30.00%) Power BI
7 9 (30.00%) Finance
7 9 (30.00%) IBM
7 9 (30.00%) DB2
7 9 (30.00%) Visual Studio
7 9 (30.00%) T-SQL
7 9 (30.00%) MySQL
7 9 (30.00%) Cost-Benefit Analysis
7 9 (30.00%) SQL Server 2005
7 9 (30.00%) Data Analysis
7 9 (30.00%) SQL Server Analysis Services
7 9 (30.00%) Capacity Planning
7 9 (30.00%) SQL Server 2008
7 9 (30.00%) Team Foundation Server
8 7 (23.33%) Microsoft
9 6 (20.00%) SAS
9 6 (20.00%) Microsoft Azure
9 6 (20.00%) Analytics
9 6 (20.00%) Data Transformation
10 5 (16.67%) Database Security

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 6 (20.00%) SAS
2 5 (16.67%) IIS
Applications
1 5 (16.67%) MS Excel
Cloud Services
1 6 (20.00%) Microsoft Azure
Database & Business Intelligence
1 18 (60.00%) Data Warehouse
2 14 (46.67%) SQL Server
3 12 (40.00%) SQL Server Integration Services
3 12 (40.00%) SQL Server Reporting Services
4 9 (30.00%) DB2
4 9 (30.00%) MySQL
4 9 (30.00%) Power BI
4 9 (30.00%) SQL Server 2005
4 9 (30.00%) SQL Server 2008
4 9 (30.00%) SQL Server Analysis Services
5 4 (13.33%) OLAP
5 4 (13.33%) SQL Server 2014
6 1 (3.33%) Amazon DynamoDB
6 1 (3.33%) Apache Cassandra
6 1 (3.33%) Azure SQL Database
6 1 (3.33%) MongoDB
6 1 (3.33%) NoSQL
6 1 (3.33%) Redis
Development Applications
1 9 (30.00%) Team Foundation Server
1 9 (30.00%) Visual Studio
General
1 9 (30.00%) Finance
Job Titles
1 19 (63.33%) Analyst
2 10 (33.33%) Business Analyst
3 9 (30.00%) DBA
3 9 (30.00%) SQL DBA
4 8 (26.67%) Business Intelligence Analyst
5 6 (20.00%) Developer
6 5 (16.67%) Business Intelligence Business Analyst
6 5 (16.67%) Data Business Analyst
6 5 (16.67%) Transformation Analyst
7 4 (13.33%) Business Intelligence Developer
7 4 (13.33%) Data Analyst
8 3 (10.00%) Analyst Developer
8 3 (10.00%) Business Developer
8 3 (10.00%) Developer Analyst
8 3 (10.00%) SQL Developer
9 2 (6.67%) Credit Analyst
9 2 (6.67%) Report Analyst
9 2 (6.67%) Risk Analyst
9 2 (6.67%) Senior Analyst
9 2 (6.67%) Senior Risk Analyst
Libraries, Frameworks & Software Standards
1 4 (13.33%) .NET
2 1 (3.33%) .NET Framework
2 1 (3.33%) Entity Framework
Miscellaneous
1 14 (46.67%) Analytical Skills
2 5 (16.67%) Clustering
3 2 (6.67%) Credit Risk
Processes & Methodologies
1 23 (76.67%) Business Intelligence
2 14 (46.67%) Data Modelling
3 10 (33.33%) Performance Tuning
4 9 (30.00%) Capacity Planning
4 9 (30.00%) Cost-Benefit Analysis
4 9 (30.00%) Data Analysis
4 9 (30.00%) Performance Monitoring
5 6 (20.00%) Analytics
5 6 (20.00%) Data Transformation
6 5 (16.67%) Database Security
6 5 (16.67%) Server Monitoring
7 3 (10.00%) Data Integration
7 3 (10.00%) PRINCE2
7 3 (10.00%) Project Management
8 2 (6.67%) Continuous Improvement
8 2 (6.67%) Data Extraction
8 2 (6.67%) Risk Management
8 2 (6.67%) Stakeholder Management
8 2 (6.67%) Statistical Modelling
8 2 (6.67%) Workflow
Programming Languages
1 15 (50.00%) SQL
2 9 (30.00%) T-SQL
3 4 (13.33%) R
4 1 (3.33%) C#
Qualifications
1 4 (13.33%) Degree
Vendors
1 9 (30.00%) IBM
2 7 (23.33%) Microsoft
3 1 (3.33%) SAP