Period
to 20 January 2019

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 January 2019 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
West Midlands > Staffordshire
6 months to
20 Jan 2019
Same period 2018 Same period 2017
Rank 29 79 87
Rank change year-on-year +50 +8 -29
Permanent jobs citing ETL 42 17 17
As % of all permanent IT jobs advertised in Staffordshire 6.76% 1.54% 1.52%
As % of the Processes & Methodologies category 7.32% 1.76% 1.61%
Number of salaries quoted 41 16 13
Staffordshire median annual salary £45,000 £45,000 £37,500
Median salary % change year-on-year - +20.00% -21.05%
10th Percentile £37,500 £34,375 £32,500
90th Percentile £53,750 £57,500 £53,500
West Midlands median annual salary £47,500 £49,000 £42,500
% change year-on-year -3.06% +15.29% -

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 574 966 1,054
As % of all permanent IT jobs advertised in Staffordshire 92.43% 87.66% 94.19%
Number of salaries quoted 510 798 895
Staffordshire median annual salary £40,000 £37,500 £40,000
Median salary % change year-on-year +6.67% -6.25% +8.47%
10th Percentile £24,000 £21,250 £25,000
90th Percentile £57,500 £60,550 £57,500
West Midlands median annual salary £45,000 £41,000 £41,500
% change year-on-year +9.76% -1.20% +1.22%

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 January 2019.

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 January 2019. 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 +21 39 £45,000 - 4
Cannock - 1 £40,000 -
ETL
West Midlands

For the 6 months to 20 January 2019, 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 39 (92.86%) SQL
2 34 (80.95%) T-SQL
3 31 (73.81%) SQL Server Reporting Services
3 31 (73.81%) SQL Server Integration Services
4 30 (71.43%) SQL Server
5 23 (54.76%) Tableau
6 22 (52.38%) Cognos
7 19 (45.24%) Data Security
7 19 (45.24%) Alteryx
7 19 (45.24%) Microsoft Azure
8 18 (42.86%) Code Optimisation
8 18 (42.86%) Data Development
9 17 (40.48%) Continuous Delivery
9 17 (40.48%) Business Intelligence
10 15 (35.71%) Test Automation
10 15 (35.71%) Capacity Management
11 14 (33.33%) Management Information System
12 6 (14.29%) Data Warehouse
12 6 (14.29%) Finance
12 6 (14.29%) Power BI
13 5 (11.90%) SQL Server Analysis Services
13 5 (11.90%) Team Foundation Server
14 4 (9.52%) Statistics
14 4 (9.52%) .NET Framework
14 4 (9.52%) Entity Framework
14 4 (9.52%) Kimball Methodology
14 4 (9.52%) Microsoft
14 4 (9.52%) Replication
14 4 (9.52%) .NET
14 4 (9.52%) Oracle

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:

Cloud Services
1 19 (45.24%) Microsoft Azure
Database & Business Intelligence
1 31 (73.81%) SQL Server Integration Services
1 31 (73.81%) SQL Server Reporting Services
2 30 (71.43%) SQL Server
3 6 (14.29%) Data Warehouse
3 6 (14.29%) Power BI
4 5 (11.90%) SQL Server Analysis Services
5 2 (4.76%) DB2
5 2 (4.76%) Oracle BI EE
5 2 (4.76%) RDBMS
5 2 (4.76%) Relational Database
5 2 (4.76%) SQL Server 2012
5 2 (4.76%) SQL Server 2014
6 1 (2.38%) QlikView
6 1 (2.38%) SQL Server 2016
Development Applications
1 5 (11.90%) Team Foundation Server
General
1 6 (14.29%) Finance
2 1 (2.38%) Advertising
Job Titles
1 39 (92.86%) Developer
2 27 (64.29%) SQL Developer
3 16 (38.10%) DBA
3 16 (38.10%) SQL DBA
4 12 (28.57%) Business Intelligence Developer
4 12 (28.57%) SQL Server DBA
4 12 (28.57%) SQL Server Developer
5 10 (23.81%) SQL BI Developer
6 8 (19.05%) Lead Developer
6 8 (19.05%) Microsoft BI Developer
6 8 (19.05%) SQL Server BI Developer
7 5 (11.90%) Lead SQL Server Developer
8 4 (9.52%) Business Intelligence Lead
8 4 (9.52%) Data Warehouse Developer
8 4 (9.52%) Database Developer
9 3 (7.14%) Administrator
10 2 (4.76%) Oracle BI Developer
10 2 (4.76%) Oracle Developer
10 2 (4.76%) SQL Database Developer
11 1 (2.38%) SSIS Developer
Libraries, Frameworks & Software Standards
1 4 (9.52%) .NET
1 4 (9.52%) .NET Framework
1 4 (9.52%) Entity Framework
Miscellaneous
1 14 (33.33%) Management Information System
2 4 (9.52%) Replication
3 1 (2.38%) Data Structures
3 1 (2.38%) Greenfield Project
3 1 (2.38%) Self-Motivation
Operating Systems
1 3 (7.14%) Linux
1 3 (7.14%) Unix
Processes & Methodologies
1 19 (45.24%) Data Security
2 18 (42.86%) Code Optimisation
2 18 (42.86%) Data Development
3 17 (40.48%) Business Intelligence
3 17 (40.48%) Continuous Delivery
4 15 (35.71%) Capacity Management
4 15 (35.71%) Test Automation
5 4 (9.52%) Kimball Methodology
5 4 (9.52%) Statistics
6 3 (7.14%) Coaching
6 3 (7.14%) ETL Development
7 2 (4.76%) Agile Software Development
7 2 (4.76%) Database Security
7 2 (4.76%) Database Tuning
7 2 (4.76%) Dimensional Modelling
7 2 (4.76%) Parallel Processing
8 1 (2.38%) Data Analysis
8 1 (2.38%) Data Integration
8 1 (2.38%) E-Commerce
8 1 (2.38%) Enterprise Architecture
Programming Languages
1 39 (92.86%) SQL
2 34 (80.95%) T-SQL
3 3 (7.14%) Shell Script
Quality Assurance & Compliance
1 3 (7.14%) Cyber Essentials
1 3 (7.14%) GDPR
Vendors
1 23 (54.76%) Tableau
2 22 (52.38%) Cognos
3 19 (45.24%) Alteryx
4 4 (9.52%) Microsoft
4 4 (9.52%) Oracle
5 2 (4.76%) Greenplum
5 2 (4.76%) Netezza
5 2 (4.76%) Teradata
5 2 (4.76%) Vertica