The following table provides summary statistics for permanent job vacancies advertised in Staffordshire 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 29 March 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
West Midlands / Staffordshire
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 56 58 63
Rank change year-on-year +2 +5  
Permanent jobs citing ETL 3 12 10
As % of all permanent IT jobs advertised in Staffordshire 0.71% 1.83% 1.73%
As % of the Processes & Methodologies category 0.79% 2.09% 2.08%
Number of salaries quoted 3 12 6
Median salary £35,000 £47,500 £51,500
Median salary % change year-on-year -26.31% -7.76%  
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 Staffordshire with a requirement for process and methodology skills.

Process & Methodology Skills
Staffordshire
Permanent job vacancies with a requirement for process and methodology skills 380 573 481
As % of all permanent IT job vacancies advertised in Staffordshire 89.83% 87.21% 83.22%
Number of salaries quoted 292 521 423
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £29,500 £27,500 £30,000
10% offered a salary of more than £59,900 £60,000 £55,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in Staffordshire

The job posting trend of jobs advertised in Staffordshire 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 Staffordshire

ETL
Salary Trend in Staffordshire

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

Salary trend for ETL in Staffordshire

ETL
Salary Histogram in Staffordshire

The salary distribution of IT jobs citing ETL in Staffordshire over the 3 months to 29 March 2017.

Salary histogram for ETL in Staffordshire

ETL
Job Locations in Staffordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Staffordshire region over the 3 months to 29 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Stoke-on-Trent +3 1 £45,000 -35.71%
Burton-upon-Trent - 1 £35,000 -
ETL
West Midlands

For the 6 months to 29 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 Staffordshire region with a requirement for ETL.

1 12 (100.00%) SQL
2 11 (91.67%) Business Intelligence
3 8 (66.67%) SQL Server Integration Services
3 8 (66.67%) T-SQL
3 8 (66.67%) SQL Server Reporting Services
4 7 (58.33%) SQL Server Analysis Services
4 7 (58.33%) Data Warehouse
5 5 (41.67%) Analytical Skills
6 4 (33.33%) Target Operating Model
6 4 (33.33%) QA
6 4 (33.33%) SQL Server
6 4 (33.33%) DataStage
6 4 (33.33%) Data Integration
6 4 (33.33%) Data Analysis
6 4 (33.33%) Retail
7 3 (25.00%) QlikView
7 3 (25.00%) Customer Requirements
8 2 (16.67%) Power BI
8 2 (16.67%) SQL Server 2005
8 2 (16.67%) SQL Server 2012
8 2 (16.67%) Database Security
8 2 (16.67%) Performance Tuning
8 2 (16.67%) Performance Monitoring
8 2 (16.67%) Server Monitoring
8 2 (16.67%) Microsoft
8 2 (16.67%) IIS
8 2 (16.67%) Visual Studio
8 2 (16.67%) MS Excel
8 2 (16.67%) Clustering
8 2 (16.67%) SQL Server 2008

ETL
Co-occurring IT Skills in Staffordshire 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 2 (16.67%) IIS
Applications
1 2 (16.67%) MS Excel
Cloud Services
1 2 (16.67%) Microsoft Azure
Database & Business Intelligence
1 8 (66.67%) SQL Server Integration Services
1 8 (66.67%) SQL Server Reporting Services
2 7 (58.33%) Data Warehouse
2 7 (58.33%) SQL Server Analysis Services
3 4 (33.33%) DataStage
3 4 (33.33%) SQL Server
4 3 (25.00%) QlikView
5 2 (16.67%) Power BI
5 2 (16.67%) SQL Server 2005
5 2 (16.67%) SQL Server 2008
5 2 (16.67%) SQL Server 2012
6 1 (8.33%) Data Mining
6 1 (8.33%) DB2
6 1 (8.33%) MySQL
Development Applications
1 2 (16.67%) Team Foundation Server
1 2 (16.67%) Visual Studio
General
1 4 (33.33%) Retail
2 1 (8.33%) Billing
2 1 (8.33%) Marketing
Job Titles
1 10 (83.33%) Business Intelligence Developer
1 10 (83.33%) Developer
2 4 (33.33%) DataStage Developer
3 3 (25.00%) Analyst
3 3 (25.00%) Analyst Developer
3 3 (25.00%) Business Intelligence Analyst
3 3 (25.00%) Developer Analyst
3 3 (25.00%) SQL BI Developer
3 3 (25.00%) SQL Developer
4 2 (16.67%) DBA
4 2 (16.67%) SQL DBA
4 2 (16.67%) SSIS Developer
4 2 (16.67%) SSRS Developer
5 1 (8.33%) Business Developer
5 1 (8.33%) QlikView Analyst
5 1 (8.33%) QlikView Developer
5 1 (8.33%) SSAS Developer
5 1 (8.33%) SSIS Analyst
5 1 (8.33%) SSRS Analyst
5 1 (8.33%) T-SQL Developer
Miscellaneous
1 5 (41.67%) Analytical Skills
2 2 (16.67%) Clustering
Processes & Methodologies
1 11 (91.67%) Business Intelligence
2 4 (33.33%) Data Analysis
2 4 (33.33%) Data Integration
2 4 (33.33%) Target Operating Model
3 3 (25.00%) Customer Requirements
4 2 (16.67%) Capacity Planning
4 2 (16.67%) Database Security
4 2 (16.67%) Performance Monitoring
4 2 (16.67%) Performance Tuning
4 2 (16.67%) Server Monitoring
5 1 (8.33%) Data Governance
5 1 (8.33%) Data Management
5 1 (8.33%) Quality Management
Programming Languages
1 12 (100.00%) SQL
2 8 (66.67%) T-SQL
Quality Assurance & Compliance
1 4 (33.33%) QA
2 1 (8.33%) Data Quality
Vendors
1 2 (16.67%) Microsoft
2 1 (8.33%) IBM