Period
to 20 June 2018

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 20 June 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
West Midlands > Staffordshire
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 67 89 89
Rank change year-on-year +22 0 -8
Permanent jobs citing ETL 24 5 22
As % of all permanent IT jobs advertised in Staffordshire 2.59% 0.53% 1.63%
As % of the Processes & Methodologies category 2.92% 0.58% 1.80%
Number of salaries quoted 14 5 21
Staffordshire median annual salary £45,000 £35,000 £47,500
Median salary % change year-on-year +28.57% -26.32% +9.83%
10th Percentile £31,825 £30,250 £34,000
90th Percentile £52,125 £47,500 £66,250
West Midlands median annual salary £50,000 £40,000 £42,500
% change year-on-year +25.00% -5.88% -

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 823 859 1,224
As % of all permanent IT jobs advertised in Staffordshire 88.78% 90.90% 90.73%
Number of salaries quoted 678 684 1,091
Staffordshire median annual salary £37,500 £37,500 £37,500
10th Percentile £22,500 £22,000 £23,500
90th Percentile £57,500 £57,500 £55,000
West Midlands median annual salary £42,500 £40,000 £41,333
% change year-on-year +6.25% -3.23% +3.33%

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 20 June 2018.

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 20 June 2018. 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
Stoke-on-Trent +16 11 £45,000 - 6
Burton-upon-Trent 0 11 £45,000 +28.57%
Cannock - 1 £34,000 - 1
Tamworth - 1 £30,000 - 1
ETL
West Midlands

For the 6 months to 20 June 2018, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Staffordshire region with a requirement for ETL.

1 16 (66.67%) Oracle
2 14 (58.33%) SQL
3 12 (50.00%) Unix
3 12 (50.00%) Management Information System
3 12 (50.00%) Finance
4 11 (45.83%) ERP
5 10 (41.67%) Client/Server
5 10 (41.67%) PeopleSoft
5 10 (41.67%) Regression Testing
5 10 (41.67%) Hyperion
5 10 (41.67%) Informatica
5 10 (41.67%) Sarbanes-Oxley
5 10 (41.67%) Essbase
5 10 (41.67%) Migration
5 10 (41.67%) Games
5 10 (41.67%) Data Management
5 10 (41.67%) HFM
5 10 (41.67%) QA
5 10 (41.67%) Analytical Skills
5 10 (41.67%) Data Centre
5 10 (41.67%) Analytical Thinking
6 8 (33.33%) Business Intelligence
7 7 (29.17%) T-SQL
7 7 (29.17%) SQL Server
7 7 (29.17%) Data Warehouse
7 7 (29.17%) SQL Server Reporting Services
8 6 (25.00%) SQL Server Integration Services
8 6 (25.00%) Kimball Methodology
8 6 (25.00%) Parallel Processing
9 5 (20.83%) Hyperion Planning

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:

Applications
1 1 (4.17%) Microsoft Excel
1 1 (4.17%) Microsoft Office
Business Applications
1 10 (41.67%) HFM
2 5 (20.83%) Hyperion Planning
3 1 (4.17%) Dynamics AX
3 1 (4.17%) Dynamics NAV
Cloud Services
1 3 (12.50%) Microsoft Azure
Communications & Networking
1 1 (4.17%) DAB
Database & Business Intelligence
1 10 (41.67%) Essbase
2 7 (29.17%) Data Warehouse
2 7 (29.17%) SQL Server
2 7 (29.17%) SQL Server Reporting Services
3 6 (25.00%) SQL Server Integration Services
4 5 (20.83%) DB2
5 3 (12.50%) SQL Server Analysis Services
6 2 (8.33%) Enterprise Data Warehouse
6 2 (8.33%) Power BI
7 1 (4.17%) OLAP
7 1 (4.17%) Spotfire
7 1 (4.17%) SQL Server 2012
Development Applications
1 2 (8.33%) Team Foundation Server
General
1 12 (50.00%) Finance
2 10 (41.67%) Games
3 5 (20.83%) Legal
4 1 (4.17%) Manufacturing
Job Titles
1 13 (54.17%) Developer
2 10 (41.67%) Support Manager
3 6 (25.00%) Data Warehouse Developer
4 5 (20.83%) Systems Manager
4 5 (20.83%) Systems Support
4 5 (20.83%) Systems Support Manager
5 3 (12.50%) SQL Developer
6 2 (8.33%) Business Intelligence Developer
7 1 (4.17%) Analyst
7 1 (4.17%) Applications Support
7 1 (4.17%) Applications Support Analyst
7 1 (4.17%) Business Developer
7 1 (4.17%) Database Developer
7 1 (4.17%) Lead Developer
7 1 (4.17%) Report Developer
7 1 (4.17%) SQL Analyst
7 1 (4.17%) SQL Server Analyst
7 1 (4.17%) SQL Support Analyst
7 1 (4.17%) SSRS Developer
7 1 (4.17%) Support Analyst
Libraries, Frameworks & Software Standards
1 3 (12.50%) .NET
2 2 (8.33%) .NET Framework
2 2 (8.33%) Entity Framework
Miscellaneous
1 12 (50.00%) Management Information System
2 10 (41.67%) Analytical Skills
2 10 (41.67%) Client/Server
2 10 (41.67%) Data Centre
3 2 (8.33%) Replication
4 1 (4.17%) Computer Science
Operating Systems
1 12 (50.00%) Unix
2 5 (20.83%) Linux
Processes & Methodologies
1 11 (45.83%) ERP
2 10 (41.67%) Analytical Thinking
2 10 (41.67%) Data Management
2 10 (41.67%) Migration
2 10 (41.67%) Regression Testing
3 8 (33.33%) Business Intelligence
4 6 (25.00%) Kimball Methodology
4 6 (25.00%) Parallel Processing
5 5 (20.83%) Dimensional Modelling
5 5 (20.83%) Performance Management
6 4 (16.67%) Problem-Solving
7 2 (8.33%) Capacity Management
7 2 (8.33%) Code Optimisation
7 2 (8.33%) Continuous Delivery
7 2 (8.33%) Data Development
7 2 (8.33%) Data Security
7 2 (8.33%) Statistics
7 2 (8.33%) Test Automation
8 1 (4.17%) Change Management
8 1 (4.17%) Data Conversion
Programming Languages
1 14 (58.33%) SQL
2 7 (29.17%) T-SQL
3 2 (8.33%) Shell Script
4 1 (4.17%) C#
Qualifications
1 1 (4.17%) Computer Science Degree
1 1 (4.17%) Degree
Quality Assurance & Compliance
1 10 (41.67%) QA
1 10 (41.67%) Sarbanes-Oxley
Systems Management
1 3 (12.50%) Systems Management Server (SMS)
Vendors
1 16 (66.67%) Oracle
2 10 (41.67%) Hyperion
2 10 (41.67%) Informatica
2 10 (41.67%) PeopleSoft
3 5 (20.83%) Greenplum
3 5 (20.83%) Netezza
3 5 (20.83%) Teradata
3 5 (20.83%) Vertica
4 4 (16.67%) Microsoft
5 2 (8.33%) Alteryx
5 2 (8.33%) Cognos
5 2 (8.33%) Tableau
6 1 (4.17%) IFS
6 1 (4.17%) Infor
6 1 (4.17%) SAP
6 1 (4.17%) TIBCO