The table below looks at the statistics for ETL skills in IT jobs advertised for the Staffordshire region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 68 47 61
Rank change year-on-year
-21 +14
Permanent jobs citing ETL 8 21 18
As % of all permanent IT jobs located in Staffordshire 1.29% 3.87% 2.62%
As % of the Processes & Methodologies category 1.39% 4.53% 3.15%
Number of salaries quoted 4 15 10
Median salary £37,500 £45,000 £33,750
Median salary % change year-on-year
-16.66% +33.33%
90% offered a salary of more than £35,750 £29,000 £32,250
10% offered a salary of more than £39,250 £47,500 £53,000
UK excluding London median salary £45,000 £45,000 £45,000
ETL
West Midlands

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Staffordshire region.

Processes & Methodologies Category
Staffordshire
Permanent IT job ads with a match in the
Processes & Methodologies category
576 464 572
As % of all permanent IT jobs located in Staffordshire 92.75% 85.45% 83.14%
Number of salaries quoted 486 415 482
Median salary £42,500 £40,000 £38,000
Median salary % change year-on-year
+6.25% +5.26%
90% offered a salary of more than £30,000 £27,500 £24,250
10% offered a salary of more than £58,780 £55,000 £50,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Staffordshire

The demand trend of job ads across the Staffordshire region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Staffordshire

ETL
Salary Trend in Staffordshire

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

ETL Salary Trend 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 5 December 2016. 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
(Click see detailed
statistics and trends)
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
Stafford -1 4 - -
Cannock - 2 £38,750 -
Burton-upon-Trent -4 1 £35,000 -22.22%
ETL
West Midlands

ETL
Top 30 Related IT Skills in Staffordshire

For the 6 months to 5 December 2016, 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 15 (88.24%) Business Intelligence
2 13 (76.47%) SQL Server Integration Services
3 11 (64.71%) SQL
3 11 (64.71%) SQL Server
4 10 (58.82%) Data Warehouse
5 8 (47.06%) Retail
5 8 (47.06%) Data Integration
6 7 (41.18%) Netezza
6 7 (41.18%) SQL Server Reporting Services
7 6 (35.29%) Analytical Skills
8 5 (29.41%) Information Exploitation
8 5 (29.41%) QlikView
8 5 (29.41%) Dimensional Modelling
8 5 (29.41%) Data Cleansing
8 5 (29.41%) Visualisation
8 5 (29.41%) Data Visualisation
8 5 (29.41%) Data Mining
8 5 (29.41%) Star Schema
9 4 (23.53%) Microsoft
9 4 (23.53%) DataStage
9 4 (23.53%) Data Management
9 4 (23.53%) Disaster Recovery
9 4 (23.53%) Stakeholder Management
9 4 (23.53%) T-SQL
9 4 (23.53%) Master Data Management
9 4 (23.53%) Data Quality
9 4 (23.53%) QA
9 4 (23.53%) Target Operating Model
10 3 (17.65%) SQL Server Analysis Services
10 3 (17.65%) MS Excel

ETL
Top Related 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 (11.76%) SharePoint
1 2 (11.76%) SharePoint Server
Applications
1 3 (17.65%) MS Excel
2 2 (11.76%) MS Office
Business Applications
1 1 (5.88%) Dynamics CRM
Database & Business Intelligence
1 13 (76.47%) SQL Server Integration Services
2 11 (64.71%) SQL Server
3 10 (58.82%) Data Warehouse
4 7 (41.18%) SQL Server Reporting Services
5 5 (29.41%) Data Mining
5 5 (29.41%) QlikView
5 5 (29.41%) Star Schema
6 4 (23.53%) DataStage
7 3 (17.65%) SQL Server Analysis Services
8 2 (11.76%) OLAP
8 2 (11.76%) OLTP
8 2 (11.76%) SQL Server 2005
8 2 (11.76%) SQL Server 2008
8 2 (11.76%) SQL Server 2012
9 1 (5.88%) Microsoft Analysis Services
9 1 (5.88%) NoSQL
Development Applications
1 2 (11.76%) Talend Open Studio
2 1 (5.88%) Visual Studio
2 1 (5.88%) Visual Studio Team System
General
1 8 (47.06%) Retail
Job Titles
1 17 (100.00%) Developer
2 15 (88.24%) Business Intelligence Developer
3 5 (29.41%) SSIS Developer
4 4 (23.53%) DataStage Developer
4 4 (23.53%) ETL Developer
4 4 (23.53%) SQL Developer
5 2 (11.76%) Junior
5 2 (11.76%) Junior Developer
5 2 (11.76%) Junior SQL Developer
5 2 (11.76%) Junior SQL Server Developer
5 2 (11.76%) Senior Developer
5 2 (11.76%) Senior SQL Developer
5 2 (11.76%) Senior SQL Server Developer
5 2 (11.76%) SQL BI Developer
5 2 (11.76%) SQL Server Developer
6 1 (5.88%) Analyst
6 1 (5.88%) Business Intelligence Analyst
6 1 (5.88%) Developer Analyst
6 1 (5.88%) Microsoft BI Developer
6 1 (5.88%) SSRS Developer
Libraries, Frameworks & Software Standards
1 2 (11.76%) MDX
2 1 (5.88%) .NET
2 1 (5.88%) ASP.NET
2 1 (5.88%) HTML
2 1 (5.88%) XML
Miscellaneous
1 8 (47.06%) Data Integration
2 6 (35.29%) Analytical Skills
3 5 (29.41%) Visualisation
Processes & Methodologies
1 15 (88.24%) Business Intelligence
2 5 (29.41%) Data Cleansing
2 5 (29.41%) Data Visualisation
2 5 (29.41%) Dimensional Modelling
2 5 (29.41%) Information Exploitation
3 4 (23.53%) Data Management
3 4 (23.53%) Disaster Recovery
3 4 (23.53%) Master Data Management
3 4 (23.53%) Stakeholder Management
3 4 (23.53%) Target Operating Model
4 2 (11.76%) Data Modelling
4 2 (11.76%) ETL Development
4 2 (11.76%) Multidimensional Analysis
4 2 (11.76%) Performance Monitoring
5 1 (5.88%) CRM
5 1 (5.88%) Data Analysis
5 1 (5.88%) Kimball Methodology
Programming Languages
1 11 (64.71%) SQL
2 4 (23.53%) T-SQL
3 1 (5.88%) JavaScript
Quality Assurance & Compliance
1 4 (23.53%) Data Quality
1 4 (23.53%) QA
Vendors
1 7 (41.18%) Netezza
2 4 (23.53%) Microsoft
3 2 (11.76%) Cognos
3 2 (11.76%) Logi Analytics
3 2 (11.76%) Talend
4 1 (5.88%) Sage