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 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Yorkshire / South Yorkshire
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 68 60 67
Rank change year-on-year -8 +7  
Permanent jobs citing ETL 8 11 21
As % of all permanent IT jobs advertised in South Yorkshire 1.14% 1.69% 2.23%
As % of the Processes & Methodologies category 1.28% 2.09% 2.61%
Number of salaries quoted 6 11 17
Median salary £36,000 £40,000 £37,500
Median salary % change year-on-year -10.00% +6.66%  
90% offered a salary of more than £33,250 £35,000 £30,000
10% offered a salary of more than £47,000 £42,500 £52,000
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next 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 and methodology skills.

Process & Methodology Skills
South Yorkshire
Permanent job vacancies with a requirement for process and methodology skills 624 527 804
As % of all permanent IT job vacancies advertised in South Yorkshire 88.64% 81.08% 85.53%
Number of salaries quoted 515 441 680
Median salary £44,500 £40,000 £39,000
Median salary % change year-on-year +11.25% +2.56%  
90% offered a salary of more than £30,000 £27,500 £27,150
10% offered a salary of more than £60,000 £55,000 £55,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

ETL
Job Vacancy Trend in South Yorkshire

The job posting trend of jobs advertised in South Yorkshire citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 28 June 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 3 months to 28 June 2017. 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 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
Sheffield -6 7 £36,000 -10.00%
Doncaster - 1 £32,500 -
ETL
Yorkshire

For the 6 months to 28 June 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 (100.00%) SQL
2 13 (81.25%) SQL Server
3 10 (62.50%) Data Warehouse
4 8 (50.00%) T-SQL
4 8 (50.00%) Agile Software Development
4 8 (50.00%) SQL Server Reporting Services
4 8 (50.00%) SQL Server Integration Services
5 7 (43.75%) Business Intelligence
5 7 (43.75%) Microsoft
6 6 (37.50%) Oracle
6 6 (37.50%) Analytical Skills
7 5 (31.25%) Relational Database
7 5 (31.25%) Data Visualisation
7 5 (31.25%) Tableau
7 5 (31.25%) MySQL
7 5 (31.25%) Degree
7 5 (31.25%) Computer Science
7 5 (31.25%) Visualisation
8 4 (25.00%) PL/SQL
8 4 (25.00%) ETL Development
9 3 (18.75%) Coaching
9 3 (18.75%) Data Structures
9 3 (18.75%) Oracle Database
9 3 (18.75%) Visual Studio
9 3 (18.75%) Microsoft Azure
9 3 (18.75%) Data Protection
9 3 (18.75%) Oracle Database 11g
9 3 (18.75%) Continuous Integration
9 3 (18.75%) Dimensional Modelling
10 2 (12.50%) Data Management

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 (6.25%) CMS
1 1 (6.25%) SharePoint
Applications
1 1 (6.25%) Microsoft Excel
Cloud Services
1 3 (18.75%) Microsoft Azure
2 2 (12.50%) Amazon AWS
3 1 (6.25%) Office 365
Database & Business Intelligence
1 13 (81.25%) SQL Server
2 10 (62.50%) Data Warehouse
3 8 (50.00%) SQL Server Integration Services
3 8 (50.00%) SQL Server Reporting Services
4 5 (31.25%) MySQL
4 5 (31.25%) Relational Database
5 3 (18.75%) Oracle Database
5 3 (18.75%) Oracle Database 11g
6 2 (12.50%) QlikView
6 2 (12.50%) SQL CLR
6 2 (12.50%) SQL Server Analysis Services
7 1 (6.25%) Oracle BI EE
7 1 (6.25%) Oracle Database 12c
7 1 (6.25%) Oracle ODI
7 1 (6.25%) Power BI
7 1 (6.25%) SQL Server 2005
7 1 (6.25%) SQL Server 2008
7 1 (6.25%) SQL Server 2012
Development Applications
1 3 (18.75%) Visual Studio
2 2 (12.50%) Octopus Deploy
2 2 (12.50%) Talend Open Studio
2 2 (12.50%) Team Foundation Server
3 1 (6.25%) Jenkins
Job Titles
1 7 (43.75%) Developer
2 5 (31.25%) Analyst
3 3 (18.75%) Data Warehouse Developer
3 3 (18.75%) Senior Analyst
4 2 (12.50%) Information Analyst
4 2 (12.50%) MI Analyst
4 2 (12.50%) Senior Information Analyst
4 2 (12.50%) Senior MI Analyst
4 2 (12.50%) SQL Analyst
4 2 (12.50%) Systems Analyst
5 1 (6.25%) Administrator
5 1 (6.25%) Business Intelligence Developer
5 1 (6.25%) DBA
5 1 (6.25%) Microsoft Developer
5 1 (6.25%) Oracle Developer
5 1 (6.25%) Senior Systems Administrator
5 1 (6.25%) SQL Database Developer
5 1 (6.25%) SQL Developer
5 1 (6.25%) SSRS Analyst
5 1 (6.25%) Systems Administrator
Libraries, Frameworks & Software Standards
1 2 (12.50%) CSS
1 2 (12.50%) Hibernate
1 2 (12.50%) HTML
1 2 (12.50%) iBATIS
1 2 (12.50%) Spring
2 1 (6.25%) .NET
Miscellaneous
1 6 (37.50%) Analytical Skills
2 5 (31.25%) Computer Science
3 3 (18.75%) Data Structures
4 2 (12.50%) Data Centre
4 2 (12.50%) Linux Command Line
4 2 (12.50%) Management Information System
4 2 (12.50%) NHS
Operating Systems
1 2 (12.50%) Linux
1 2 (12.50%) Unix
Processes & Methodologies
1 8 (50.00%) Agile Software Development
2 7 (43.75%) Business Intelligence
3 5 (31.25%) Data Visualisation
3 5 (31.25%) Visualisation
4 4 (25.00%) ETL Development
5 3 (18.75%) Coaching
5 3 (18.75%) Continuous Integration
5 3 (18.75%) Data Protection
5 3 (18.75%) Dimensional Modelling
6 2 (12.50%) Analytics
6 2 (12.50%) Change Control
6 2 (12.50%) Data Architecture
6 2 (12.50%) Data Management
6 2 (12.50%) Mentoring
6 2 (12.50%) Open Source
6 2 (12.50%) Performance Tuning
6 2 (12.50%) Service Management
7 1 (6.25%) Continuous Deployment
7 1 (6.25%) Functional Testing
7 1 (6.25%) OWASP
Programming Languages
1 16 (100.00%) SQL
2 8 (50.00%) T-SQL
3 4 (25.00%) PL/SQL
4 2 (12.50%) ANSI SQL
4 2 (12.50%) AWK
4 2 (12.50%) C#
4 2 (12.50%) Java
4 2 (12.50%) JavaScript
4 2 (12.50%) PowerShell
4 2 (12.50%) R
4 2 (12.50%) sed
Qualifications
1 5 (31.25%) Degree
2 2 (12.50%) Computer Science Degree
Quality Assurance & Compliance
1 1 (6.25%) ISO 9001
System Software
1 2 (12.50%) Active Directory
1 2 (12.50%) VMware Infrastructure
Systems Management
1 1 (6.25%) Puppet
Vendors
1 7 (43.75%) Microsoft
2 6 (37.50%) Oracle
3 5 (31.25%) Tableau
4 2 (12.50%) RedGate
4 2 (12.50%) Talend
4 2 (12.50%) VMware