Period
to 21 November 2017

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 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
West Midlands > Staffordshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 97 91 73
Rank change year-on-year -6 -18 -12
Permanent jobs citing ETL 8 19 34
As % of all permanent IT jobs advertised in Staffordshire 0.66% 1.54% 2.85%
As % of the Processes & Methodologies category 0.76% 1.66% 3.20%
Number of salaries quoted 8 14 25
Staffordshire median annual salary £37,500 £39,250 £45,000
Median salary % change year-on-year -4.46% -12.78% +16.88%
10th Percentile £32,500 £32,500 £22,955
90th Percentile £54,500 £55,000 £54,250
West Midlands median annual salary £45,000 £40,500 £41,500
% change year-on-year +11.11% -2.41% -1.19%

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 Staffordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Staffordshire
Permanent vacancies with a requirement for process or methodology skills 1050 1143 1063
As % of all permanent IT jobs advertised in Staffordshire 86.42% 92.48% 89.10%
Number of salaries quoted 851 1008 931
Staffordshire median annual salary £37,500 £37,500 £36,500
Median salary % change year-on-year - +2.74% +0.69%
10th Percentile £22,000 £23,175 £23,000
90th Percentile £60,000 £57,500 £55,000
West Midlands median annual salary £40,000 £40,000 £40,000

ETL
Job Vacancy Trend in Staffordshire

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

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 6 months to 21 November 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 6 months to 21 November 2017. 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
Lichfield -8 3 £35,000 -2.78%
Stoke-on-Trent +20 2 £51,250 +28.13% 3
Stafford -9 2 £37,500 -
ETL
West Midlands

For the 6 months to 21 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 Staffordshire region with a requirement for ETL.

1 7 (87.50%) SQL Server
2 6 (75.00%) SQL
2 6 (75.00%) Data Warehouse
2 6 (75.00%) Business Intelligence
3 4 (50.00%) T-SQL
3 4 (50.00%) SQL Server Reporting Services
3 4 (50.00%) SQL Server Integration Services
3 4 (50.00%) Data Quality
3 4 (50.00%) Analytical Skills
4 3 (37.50%) Power BI
4 3 (37.50%) Data Integration
4 3 (37.50%) Dimensional Modelling
4 3 (37.50%) IBM
5 2 (25.00%) Microsoft
5 2 (25.00%) Cognos
5 2 (25.00%) Data Management
5 2 (25.00%) Scrum
5 2 (25.00%) QlikView
5 2 (25.00%) Data Modelling
5 2 (25.00%) SQL Server 2008
5 2 (25.00%) Talend Open Studio
5 2 (25.00%) Talend
5 2 (25.00%) Data Analytics
5 2 (25.00%) Tableau
5 2 (25.00%) Continuous Improvement
5 2 (25.00%) Data Cleansing
5 2 (25.00%) IBM PureData
5 2 (25.00%) Mentoring
5 2 (25.00%) Coaching
5 2 (25.00%) Analytics

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 1 (12.50%) IIS
Cloud Services
1 1 (12.50%) Microsoft Azure
Database & Business Intelligence
1 7 (87.50%) SQL Server
2 6 (75.00%) Data Warehouse
3 4 (50.00%) SQL Server Integration Services
3 4 (50.00%) SQL Server Reporting Services
4 3 (37.50%) Power BI
5 2 (25.00%) IBM PureData
5 2 (25.00%) QlikView
5 2 (25.00%) SQL Server 2008
6 1 (12.50%) BODI
6 1 (12.50%) BusinessObjects
6 1 (12.50%) Data Mining
6 1 (12.50%) DB2
6 1 (12.50%) MySQL
6 1 (12.50%) SAP Data Services
6 1 (12.50%) SQL Server 2005
6 1 (12.50%) SQL Server Analysis Services
6 1 (12.50%) Star Schema
Development Applications
1 2 (25.00%) Talend Open Studio
2 1 (12.50%) Team Foundation Server
2 1 (12.50%) Visual Studio
Job Titles
1 4 (50.00%) Developer
2 3 (37.50%) Business Intelligence Developer
3 2 (25.00%) Data Warehouse Manager
4 1 (12.50%) Business Developer
4 1 (12.50%) DBA
4 1 (12.50%) ETL Developer
4 1 (12.50%) SAP BusinessObjects (BO) Developer
4 1 (12.50%) SAP Developer
4 1 (12.50%) SQL DBA
Miscellaneous
1 4 (50.00%) Analytical Skills
2 1 (12.50%) Clustering
Processes & Methodologies
1 6 (75.00%) Business Intelligence
2 3 (37.50%) Data Integration
2 3 (37.50%) Dimensional Modelling
3 2 (25.00%) Analytics
3 2 (25.00%) Coaching
3 2 (25.00%) Continuous Improvement
3 2 (25.00%) Data Analytics
3 2 (25.00%) Data Cleansing
3 2 (25.00%) Data Management
3 2 (25.00%) Data Modelling
3 2 (25.00%) Master Data Management
3 2 (25.00%) Mentoring
3 2 (25.00%) Scrum
4 1 (12.50%) Business Analysis
4 1 (12.50%) Capacity Planning
4 1 (12.50%) Customer Engagement
4 1 (12.50%) Data Migration
4 1 (12.50%) Migration
4 1 (12.50%) Stakeholder Management
4 1 (12.50%) Visualisation
Programming Languages
1 6 (75.00%) SQL
2 4 (50.00%) T-SQL
Quality Assurance & Compliance
1 4 (50.00%) Data Quality
Vendors
1 3 (37.50%) IBM
2 2 (25.00%) Cognos
2 2 (25.00%) Microsoft
2 2 (25.00%) Tableau
2 2 (25.00%) Talend
3 1 (12.50%) Oracle
3 1 (12.50%) SAP