Period
to 18 October 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 18 October 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
West Midlands > Staffordshire
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 38 90 92
Rank change year-on-year +52 +2 -15
Permanent jobs citing ETL 46 6 17
As % of all permanent IT jobs advertised in Staffordshire 5.71% 0.57% 1.34%
As % of the Processes & Methodologies category 6.11% 0.64% 1.43%
Number of salaries quoted 35 6 15
Staffordshire median annual salary £45,000 £36,250 £40,000
Median salary % change year-on-year +24.14% -9.38% -11.11%
10th Percentile £37,500 £32,500 £32,500
90th Percentile £52,500 £44,375 £55,000
West Midlands median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +3.03%

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 753 934 1,191
As % of all permanent IT jobs advertised in Staffordshire 93.42% 89.04% 93.78%
Number of salaries quoted 612 763 1,059
Staffordshire median annual salary £40,000 £37,500 £37,500
Median salary % change year-on-year +6.67% - +2.74%
10th Percentile £23,750 £21,250 £22,500
90th Percentile £55,000 £56,250 £56,500
West Midlands median annual salary £44,500 £40,000 £40,000
% change year-on-year +11.25% - -

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 18 October 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 18 October 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 +32 36 £45,000 -10.00% 11
Burton-upon-Trent - 10 - -
ETL
West Midlands

For the 6 months to 18 October 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 35 (76.09%) SQL
2 29 (63.04%) SQL Server Integration Services
3 28 (60.87%) T-SQL
4 27 (58.70%) SQL Server
4 27 (58.70%) SQL Server Reporting Services
5 22 (47.83%) Management Information System
6 18 (39.13%) Microsoft Azure
6 18 (39.13%) Tableau
6 18 (39.13%) Cognos
7 17 (36.96%) Alteryx
8 14 (30.43%) Data Security
8 14 (30.43%) Finance
8 14 (30.43%) Business Intelligence
8 14 (30.43%) Unix
9 13 (28.26%) Oracle
9 13 (28.26%) Capacity Management
9 13 (28.26%) Test Automation
9 13 (28.26%) Code Optimisation
9 13 (28.26%) Data Development
10 12 (26.09%) Continuous Delivery
11 10 (21.74%) Data Centre
11 10 (21.74%) Analytical Skills
11 10 (21.74%) Analytical Thinking
11 10 (21.74%) Data Management
11 10 (21.74%) HFM
11 10 (21.74%) QA
11 10 (21.74%) Essbase
11 10 (21.74%) Migration
11 10 (21.74%) Games
11 10 (21.74%) Regression Testing

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:

Business Applications
1 10 (21.74%) HFM
2 5 (10.87%) Hyperion Planning
Cloud Services
1 18 (39.13%) Microsoft Azure
Database & Business Intelligence
1 29 (63.04%) SQL Server Integration Services
2 27 (58.70%) SQL Server
2 27 (58.70%) SQL Server Reporting Services
3 10 (21.74%) Essbase
4 7 (15.22%) Data Warehouse
5 6 (13.04%) SQL Server Analysis Services
6 5 (10.87%) Power BI
7 3 (6.52%) DB2
8 2 (4.35%) SQL Server 2012
8 2 (4.35%) SQL Server 2014
8 2 (4.35%) SQL Server 2016
Development Applications
1 4 (8.70%) Team Foundation Server
General
1 14 (30.43%) Finance
2 10 (21.74%) Games
3 5 (10.87%) Legal
Job Titles
1 34 (73.91%) Developer
2 21 (45.65%) SQL Developer
3 15 (32.61%) DBA
3 15 (32.61%) SQL DBA
4 13 (28.26%) SQL Server DBA
4 13 (28.26%) SQL Server Developer
5 10 (21.74%) Support Manager
6 8 (17.39%) Business Intelligence Developer
6 8 (17.39%) Microsoft BI Developer
6 8 (17.39%) SQL BI Developer
6 8 (17.39%) SQL Server BI Developer
7 7 (15.22%) Lead Developer
8 6 (13.04%) Data Warehouse Developer
9 5 (10.87%) Lead SQL Server Developer
9 5 (10.87%) Systems Manager
9 5 (10.87%) Systems Support
9 5 (10.87%) Systems Support Manager
10 4 (8.70%) Business Intelligence Lead
11 2 (4.35%) Administrator
11 2 (4.35%) Database Developer
Libraries, Frameworks & Software Standards
1 4 (8.70%) .NET
1 4 (8.70%) .NET Framework
1 4 (8.70%) Entity Framework
Miscellaneous
1 22 (47.83%) Management Information System
2 10 (21.74%) Analytical Skills
2 10 (21.74%) Client/Server
2 10 (21.74%) Data Centre
3 4 (8.70%) Replication
4 1 (2.17%) Data Structures
4 1 (2.17%) Greenfield Project
Operating Systems
1 14 (30.43%) Unix
2 4 (8.70%) Linux
Processes & Methodologies
1 14 (30.43%) Business Intelligence
1 14 (30.43%) Data Security
2 13 (28.26%) Capacity Management
2 13 (28.26%) Code Optimisation
2 13 (28.26%) Data Development
2 13 (28.26%) Test Automation
3 12 (26.09%) Continuous Delivery
4 10 (21.74%) Analytical Thinking
4 10 (21.74%) Data Management
4 10 (21.74%) ERP
4 10 (21.74%) Migration
4 10 (21.74%) Regression Testing
5 6 (13.04%) Kimball Methodology
6 5 (10.87%) Performance Management
7 4 (8.70%) Parallel Processing
7 4 (8.70%) Statistics
8 3 (6.52%) Dimensional Modelling
9 2 (4.35%) Database Security
9 2 (4.35%) Database Tuning
9 2 (4.35%) Performance Tuning
Programming Languages
1 35 (76.09%) SQL
2 28 (60.87%) T-SQL
3 4 (8.70%) Shell Script
Quality Assurance & Compliance
1 10 (21.74%) QA
1 10 (21.74%) Sarbanes-Oxley
2 2 (4.35%) Cyber Essentials
Systems Management
1 2 (4.35%) Systems Management Server (SMS)
Vendors
1 18 (39.13%) Cognos
1 18 (39.13%) Tableau
2 17 (36.96%) Alteryx
3 13 (28.26%) Oracle
4 10 (21.74%) Hyperion
4 10 (21.74%) Informatica
4 10 (21.74%) PeopleSoft
5 3 (6.52%) Greenplum
5 3 (6.52%) Microsoft
5 3 (6.52%) Netezza
5 3 (6.52%) Teradata
5 3 (6.52%) Vertica