Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in South Yorkshire 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Yorkshire > South Yorkshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 72 87 71
Rank change year-on-year +15 -16 +29
Permanent jobs citing ETL 17 23 47
As % of all permanent IT jobs advertised in South Yorkshire 1.55% 1.66% 2.91%
As % of the Processes & Methodologies category 1.80% 1.95% 3.34%
Number of salaries quoted 13 27 48
South Yorkshire median annual salary £36,000 £35,000 £45,000
Median salary % change year-on-year +2.86% -22.22% +20.00%
10th Percentile £28,550 £27,950 £29,300
90th Percentile £52,300 £39,800 £50,000
Yorkshire median annual salary £42,500 £44,000 £45,000
% change year-on-year -3.41% -2.22% -

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 South Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
South Yorkshire
Permanent vacancies with a requirement for process or methodology skills 947 1179 1409
As % of all permanent IT jobs advertised in South Yorkshire 86.41% 85.06% 87.24%
Number of salaries quoted 798 963 1243
South Yorkshire median annual salary £40,000 £40,000 £38,500
Median salary % change year-on-year - +3.90% +5.48%
10th Percentile £25,925 £26,250 £24,000
90th Percentile £60,000 £61,250 £58,750
Yorkshire median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +1.27%

ETL
Job Vacancy Trend in South Yorkshire

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

Job vacancy trend for ETL in South Yorkshire

ETL
Salary Trend in South Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL in South Yorkshire.

Salary trend for ETL in South Yorkshire

ETL
Salary Histogram in South Yorkshire

The salary distribution of IT jobs citing ETL in South Yorkshire over the 6 months to 19 November 2017.

Salary histogram for ETL in South Yorkshire

ETL
Job Locations in South Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the South Yorkshire region over the 6 months to 19 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
Sheffield +7 10 £41,250 +17.86%
Doncaster +8 5 £32,500 -10.96%
ETL
Yorkshire

For the 6 months to 19 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 South Yorkshire region with a requirement for ETL.

1 16 (94.12%) SQL
2 15 (88.24%) SQL Server
2 15 (88.24%) Data Warehouse
3 14 (82.35%) SQL Server Integration Services
4 13 (76.47%) SQL Server Reporting Services
4 13 (76.47%) Microsoft
5 11 (64.71%) T-SQL
6 10 (58.82%) Business Intelligence
7 8 (47.06%) SQL Server Analysis Services
8 7 (41.18%) Agile Software Development
8 7 (41.18%) Advertising
8 7 (41.18%) ETL Development
8 7 (41.18%) Power BI
9 6 (35.29%) Visualisation
10 5 (29.41%) Microsoft Azure
10 5 (29.41%) Performance Tuning
10 5 (29.41%) Relational Database
10 5 (29.41%) Analytics
10 5 (29.41%) Analytical Skills
10 5 (29.41%) Visual Studio
10 5 (29.41%) Continuous Integration
11 4 (23.53%) QlikView
11 4 (23.53%) VMware
11 4 (23.53%) Data Management
11 4 (23.53%) Cognos
11 4 (23.53%) C#
11 4 (23.53%) Active Directory
11 4 (23.53%) NHS
11 4 (23.53%) Data Centre
11 4 (23.53%) Mentoring

ETL
Co-occurring IT Skills in South Yorkshire 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 (5.88%) IBM Notes
1 1 (5.88%) SAS
1 1 (5.88%) SharePoint
Applications
1 2 (11.76%) Microsoft Excel
2 1 (5.88%) Microsoft PowerPoint
2 1 (5.88%) MS Visio
Cloud Services
1 5 (29.41%) Microsoft Azure
2 4 (23.53%) Amazon AWS
3 1 (5.88%) Office 365
Database & Business Intelligence
1 15 (88.24%) Data Warehouse
1 15 (88.24%) SQL Server
2 14 (82.35%) SQL Server Integration Services
3 13 (76.47%) SQL Server Reporting Services
4 8 (47.06%) SQL Server Analysis Services
5 7 (41.18%) Power BI
6 5 (29.41%) Relational Database
7 4 (23.53%) QlikView
7 4 (23.53%) SQL CLR
7 4 (23.53%) SQL Server 2016
8 2 (11.76%) SQL Server 2012
9 1 (5.88%) Big Data
9 1 (5.88%) Hadoop
9 1 (5.88%) MySQL
9 1 (5.88%) Spotfire
9 1 (5.88%) SQL Server 2005
9 1 (5.88%) SQL Server 2008
9 1 (5.88%) Star Schema
Development Applications
1 5 (29.41%) Visual Studio
2 4 (23.53%) Octopus Deploy
2 4 (23.53%) Team Foundation Server
3 1 (5.88%) Jenkins
General
1 7 (41.18%) Advertising
2 1 (5.88%) Banking
2 1 (5.88%) Finance
2 1 (5.88%) Private Banking
2 1 (5.88%) Retail Banking
Job Titles
1 10 (58.82%) Developer
2 5 (29.41%) Data Warehouse Developer
3 3 (17.65%) Business Intelligence Developer
3 3 (17.65%) Database Developer
4 2 (11.76%) Administrator
4 2 (11.76%) AWS Administrator
4 2 (11.76%) AWS Developer
4 2 (11.76%) DBA
4 2 (11.76%) Microsoft Developer
4 2 (11.76%) Senior Developer
4 2 (11.76%) SQL Database Developer
4 2 (11.76%) SQL Developer
5 1 (5.88%) Analyst
5 1 (5.88%) Business Intelligence Manager
5 1 (5.88%) MI Manager
5 1 (5.88%) Microsoft BI Developer
5 1 (5.88%) Report Manager
5 1 (5.88%) Senior Business Intelligence Developer
5 1 (5.88%) SSIS Developer
5 1 (5.88%) Systems Administrator
Libraries, Frameworks & Software Standards
1 1 (5.88%) .NET
Miscellaneous
1 5 (29.41%) Analytical Skills
2 4 (23.53%) Data Centre
2 4 (23.53%) NHS
3 1 (5.88%) Management Information System
Operating Systems
1 1 (5.88%) Linux
1 1 (5.88%) Unix
Processes & Methodologies
1 10 (58.82%) Business Intelligence
2 7 (41.18%) Agile Software Development
2 7 (41.18%) ETL Development
3 6 (35.29%) Visualisation
4 5 (29.41%) Analytics
4 5 (29.41%) Continuous Integration
4 5 (29.41%) Performance Tuning
5 4 (23.53%) Change Control
5 4 (23.53%) Data Management
5 4 (23.53%) Data Mapping
5 4 (23.53%) Data Visualisation
5 4 (23.53%) Kimball Methodology
5 4 (23.53%) Mentoring
6 2 (11.76%) Data Modelling
6 2 (11.76%) Scrum
7 1 (5.88%) Asset Management
7 1 (5.88%) Migration
7 1 (5.88%) Project Management
7 1 (5.88%) Risk Management
7 1 (5.88%) Service Management
Programming Languages
1 16 (94.12%) SQL
2 11 (64.71%) T-SQL
3 4 (23.53%) C#
3 4 (23.53%) PowerShell
3 4 (23.53%) R
4 1 (5.88%) ANSI SQL
4 1 (5.88%) PL/SQL
Quality Assurance & Compliance
1 1 (5.88%) Actionable Recommendations
1 1 (5.88%) ISO 9001
System Software
1 4 (23.53%) Active Directory
1 4 (23.53%) VMware Infrastructure
Systems Management
1 1 (5.88%) Puppet
Vendors
1 13 (76.47%) Microsoft
2 4 (23.53%) Cognos
2 4 (23.53%) RedGate
2 4 (23.53%) Tableau
2 4 (23.53%) VMware
3 2 (11.76%) Oracle
4 1 (5.88%) Lotus