The following table provides summary statistics for permanent job vacancies advertised in Sheffield 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 24 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South Yorkshire / Sheffield
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 56 42 62
Rank change year-on-year -14 +20  
Permanent jobs citing ETL 7 14 19
As % of all permanent IT jobs advertised in Sheffield 1.47% 2.77% 2.57%
As % of the Processes & Methodologies category 1.62% 3.48% 3.06%
Number of salaries quoted 5 14 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 £34,800 £35,000 £30,000
10% offered a salary of more than £47,400 £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 Sheffield with a requirement for process and methodology skills.

Process & Methodology Skills
Sheffield
Permanent job vacancies with a requirement for process and methodology skills 431 402 621
As % of all permanent IT job vacancies advertised in Sheffield 90.36% 79.45% 84.15%
Number of salaries quoted 358 339 547
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% -  
90% offered a salary of more than £30,000 £29,500 £26,250
10% offered a salary of more than £60,000 £55,000 £57,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

ETL
Job Vacancy Trend in Sheffield

The job posting trend of jobs advertised in Sheffield 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 Sheffield

ETL
Salary Trend in Sheffield

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

Salary trend for ETL in Sheffield

ETL
Salary Histogram in Sheffield

The salary distribution of IT jobs citing ETL in Sheffield over the 3 months to 24 June 2017.

Salary histogram for ETL in Sheffield

For the 6 months to 24 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 Sheffield region with a requirement for ETL.

1 14 (100.00%) SQL
2 11 (78.57%) SQL Server
3 8 (57.14%) Data Warehouse
4 7 (50.00%) T-SQL
4 7 (50.00%) Agile Software Development
5 6 (42.86%) SQL Server Reporting Services
5 6 (42.86%) SQL Server Integration Services
5 6 (42.86%) Oracle
5 6 (42.86%) Business Intelligence
5 6 (42.86%) Microsoft
5 6 (42.86%) Analytical Skills
6 5 (35.71%) MySQL
6 5 (35.71%) Degree
6 5 (35.71%) Computer Science
6 5 (35.71%) Visualisation
6 5 (35.71%) Data Visualisation
6 5 (35.71%) Tableau
7 4 (28.57%) PL/SQL
7 4 (28.57%) ETL Development
7 4 (28.57%) Relational Database
8 3 (21.43%) Oracle Database
8 3 (21.43%) Data Structures
8 3 (21.43%) Coaching
8 3 (21.43%) Data Protection
8 3 (21.43%) Microsoft Azure
8 3 (21.43%) Oracle Database 11g
8 3 (21.43%) Continuous Integration
8 3 (21.43%) Dimensional Modelling
9 2 (14.29%) QlikView
9 2 (14.29%) iBATIS

ETL
Co-occurring IT Skills in Sheffield 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 (7.14%) CMS
1 1 (7.14%) SharePoint
Applications
1 1 (7.14%) Microsoft Excel
Cloud Services
1 3 (21.43%) Microsoft Azure
2 2 (14.29%) Amazon AWS
3 1 (7.14%) Office 365
Database & Business Intelligence
1 11 (78.57%) SQL Server
2 8 (57.14%) Data Warehouse
3 6 (42.86%) SQL Server Integration Services
3 6 (42.86%) SQL Server Reporting Services
4 5 (35.71%) MySQL
5 4 (28.57%) Relational Database
6 3 (21.43%) Oracle Database
6 3 (21.43%) Oracle Database 11g
7 2 (14.29%) QlikView
7 2 (14.29%) SQL CLR
8 1 (7.14%) Oracle BI EE
8 1 (7.14%) Oracle Database 12c
8 1 (7.14%) Oracle ODI
8 1 (7.14%) Power BI
8 1 (7.14%) SQL Server Analysis Services
Development Applications
1 2 (14.29%) Octopus Deploy
1 2 (14.29%) Talend Open Studio
1 2 (14.29%) Team Foundation Server
1 2 (14.29%) Visual Studio
2 1 (7.14%) Jenkins
Job Titles
1 5 (35.71%) Analyst
1 5 (35.71%) Developer
2 3 (21.43%) Senior Analyst
3 2 (14.29%) Data Warehouse Developer
3 2 (14.29%) Information Analyst
3 2 (14.29%) MI Analyst
3 2 (14.29%) Senior Information Analyst
3 2 (14.29%) Senior MI Analyst
3 2 (14.29%) SQL Analyst
3 2 (14.29%) Systems Analyst
4 1 (7.14%) Administrator
4 1 (7.14%) AWS Administrator
4 1 (7.14%) AWS Developer
4 1 (7.14%) Data Engineer
4 1 (7.14%) Database Developer
4 1 (7.14%) DBA
4 1 (7.14%) OBIEE Developer
4 1 (7.14%) SQL Developer
4 1 (7.14%) SSRS Analyst
4 1 (7.14%) Systems Administrator
Libraries, Frameworks & Software Standards
1 2 (14.29%) CSS
1 2 (14.29%) Hibernate
1 2 (14.29%) HTML
1 2 (14.29%) iBATIS
1 2 (14.29%) Spring
Miscellaneous
1 6 (42.86%) Analytical Skills
2 5 (35.71%) Computer Science
3 3 (21.43%) Data Structures
4 2 (14.29%) Data Centre
4 2 (14.29%) Linux Command Line
4 2 (14.29%) Management Information System
4 2 (14.29%) NHS
Operating Systems
1 2 (14.29%) Linux
1 2 (14.29%) Unix
Processes & Methodologies
1 7 (50.00%) Agile Software Development
2 6 (42.86%) Business Intelligence
3 5 (35.71%) Data Visualisation
3 5 (35.71%) Visualisation
4 4 (28.57%) ETL Development
5 3 (21.43%) Coaching
5 3 (21.43%) Continuous Integration
5 3 (21.43%) Data Protection
5 3 (21.43%) Dimensional Modelling
6 2 (14.29%) Analytics
6 2 (14.29%) Change Control
6 2 (14.29%) Data Architecture
6 2 (14.29%) Data Management
6 2 (14.29%) Mentoring
6 2 (14.29%) Open Source
6 2 (14.29%) Performance Tuning
6 2 (14.29%) Service Management
7 1 (7.14%) Migration
7 1 (7.14%) OWASP
7 1 (7.14%) Scrum
Programming Languages
1 14 (100.00%) SQL
2 7 (50.00%) T-SQL
3 4 (28.57%) PL/SQL
4 2 (14.29%) ANSI SQL
4 2 (14.29%) AWK
4 2 (14.29%) C#
4 2 (14.29%) Java
4 2 (14.29%) JavaScript
4 2 (14.29%) PowerShell
4 2 (14.29%) R
4 2 (14.29%) sed
Qualifications
1 5 (35.71%) Degree
2 2 (14.29%) Computer Science Degree
Quality Assurance & Compliance
1 1 (7.14%) ISO 9001
System Software
1 2 (14.29%) Active Directory
1 2 (14.29%) VMware Infrastructure
Systems Management
1 1 (7.14%) Puppet
Vendors
1 6 (42.86%) Microsoft
1 6 (42.86%) Oracle
2 5 (35.71%) Tableau
3 2 (14.29%) RedGate
3 2 (14.29%) Talend
3 2 (14.29%) VMware