Period
to 23 November 2017

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 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South Yorkshire > Sheffield
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 69 74 73
Rank change year-on-year +5 -1 +13
Permanent jobs citing ETL 11 13 31
As % of all permanent IT jobs advertised in Sheffield 1.36% 1.27% 2.39%
As % of the Processes & Methodologies category 1.54% 1.52% 2.73%
Number of salaries quoted 9 18 32
Sheffield median annual salary £37,500 £35,000 £45,000
Median salary % change year-on-year +7.14% -22.22% +20.00%
10th Percentile £28,050 £27,875 £30,000
90th Percentile £53,800 £42,750 £55,625
South Yorkshire median annual salary £35,000 £35,000 £45,000
% change year-on-year - -22.22% +20.00%

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 Sheffield with a requirement for process or methodology skills.

All Process and Methodology Skills
Sheffield
Permanent vacancies with a requirement for process or methodology skills 713 856 1135
As % of all permanent IT jobs advertised in Sheffield 87.92% 83.84% 87.51%
Number of salaries quoted 612 709 1004
Sheffield median annual salary £40,000 £40,000 £39,000
Median salary % change year-on-year - +2.56% +5.41%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £60,000 £62,500 £57,500
South Yorkshire median annual salary £40,000 £40,000 £38,500
% change year-on-year - +3.90% +5.48%

ETL
Job Vacancy Trend in Sheffield

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

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 6 months to 23 November 2017.

Salary histogram for ETL in Sheffield

For the 6 months to 23 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 Sheffield region with a requirement for ETL.

1 10 (90.91%) SQL
2 9 (81.82%) SQL Server
2 9 (81.82%) Data Warehouse
3 8 (72.73%) SQL Server Integration Services
4 7 (63.64%) SQL Server Reporting Services
4 7 (63.64%) T-SQL
4 7 (63.64%) Microsoft
5 6 (54.55%) Visualisation
5 6 (54.55%) Analytical Skills
6 5 (45.45%) Analytics
6 5 (45.45%) Relational Database
6 5 (45.45%) ETL Development
6 5 (45.45%) Microsoft Azure
6 5 (45.45%) Continuous Integration
6 5 (45.45%) Data Management
6 5 (45.45%) Agile Software Development
7 4 (36.36%) VMware
7 4 (36.36%) VMware Infrastructure
7 4 (36.36%) PowerShell
7 4 (36.36%) Amazon AWS
7 4 (36.36%) NHS
7 4 (36.36%) QlikView
7 4 (36.36%) Team Foundation Server
7 4 (36.36%) Active Directory
7 4 (36.36%) C#
7 4 (36.36%) Visual Studio
7 4 (36.36%) Business Intelligence
7 4 (36.36%) Performance Tuning
7 4 (36.36%) Data Centre
7 4 (36.36%) Octopus Deploy

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 (9.09%) IBM Notes
1 1 (9.09%) SAS
1 1 (9.09%) SharePoint
Applications
1 3 (27.27%) Microsoft Excel
2 1 (9.09%) Microsoft PowerPoint
2 1 (9.09%) MS Visio
Cloud Services
1 5 (45.45%) Microsoft Azure
2 4 (36.36%) Amazon AWS
3 1 (9.09%) Office 365
Database & Business Intelligence
1 9 (81.82%) Data Warehouse
1 9 (81.82%) SQL Server
2 8 (72.73%) SQL Server Integration Services
3 7 (63.64%) SQL Server Reporting Services
4 5 (45.45%) Relational Database
5 4 (36.36%) QlikView
5 4 (36.36%) SQL CLR
6 3 (27.27%) Power BI
6 3 (27.27%) SQL Server Analysis Services
7 1 (9.09%) Big Data
7 1 (9.09%) Hadoop
7 1 (9.09%) MySQL
7 1 (9.09%) Spotfire
7 1 (9.09%) SQL Server 2016
Development Applications
1 4 (36.36%) Octopus Deploy
1 4 (36.36%) Team Foundation Server
1 4 (36.36%) Visual Studio
2 1 (9.09%) Jenkins
General
1 1 (9.09%) Advertising
1 1 (9.09%) Banking
1 1 (9.09%) Finance
1 1 (9.09%) Private Banking
1 1 (9.09%) Retail Banking
Job Titles
1 6 (54.55%) Developer
2 3 (27.27%) Database Developer
3 2 (18.18%) Administrator
3 2 (18.18%) Analyst
3 2 (18.18%) AWS Administrator
3 2 (18.18%) AWS Developer
3 2 (18.18%) Business Intelligence Developer
3 2 (18.18%) Data Analyst
3 2 (18.18%) Data Warehouse Developer
3 2 (18.18%) DBA
3 2 (18.18%) Microsoft Developer
3 2 (18.18%) Senior Developer
3 2 (18.18%) SQL Database Developer
3 2 (18.18%) SQL Developer
4 1 (9.09%) Microsoft BI Developer
4 1 (9.09%) SAS Data Analyst
4 1 (9.09%) Senior Business Intelligence Developer
4 1 (9.09%) Senior Database Developer
4 1 (9.09%) SSIS Developer
4 1 (9.09%) Systems Administrator
Miscellaneous
1 6 (54.55%) Analytical Skills
2 4 (36.36%) Data Centre
2 4 (36.36%) NHS
3 1 (9.09%) Management Information System
Operating Systems
1 1 (9.09%) Linux
1 1 (9.09%) Unix
Processes & Methodologies
1 6 (54.55%) Visualisation
2 5 (45.45%) Agile Software Development
2 5 (45.45%) Analytics
2 5 (45.45%) Continuous Integration
2 5 (45.45%) Data Management
2 5 (45.45%) ETL Development
3 4 (36.36%) Business Intelligence
3 4 (36.36%) Change Control
3 4 (36.36%) Data Visualisation
3 4 (36.36%) Mentoring
3 4 (36.36%) Performance Tuning
4 1 (9.09%) Asset Management
4 1 (9.09%) Data Analysis
4 1 (9.09%) Data Protection
4 1 (9.09%) Dimensional Modelling
4 1 (9.09%) Migration
4 1 (9.09%) Risk Management
4 1 (9.09%) Scrum
4 1 (9.09%) Service Management
4 1 (9.09%) Wealth Management
Programming Languages
1 10 (90.91%) SQL
2 7 (63.64%) T-SQL
3 4 (36.36%) C#
3 4 (36.36%) PowerShell
3 4 (36.36%) R
4 1 (9.09%) ANSI SQL
4 1 (9.09%) PL/SQL
Quality Assurance & Compliance
1 1 (9.09%) Actionable Recommendations
1 1 (9.09%) ISO 9001
System Software
1 4 (36.36%) Active Directory
1 4 (36.36%) VMware Infrastructure
Systems Management
1 1 (9.09%) Puppet
Vendors
1 7 (63.64%) Microsoft
2 4 (36.36%) RedGate
2 4 (36.36%) Tableau
2 4 (36.36%) VMware
3 2 (18.18%) Oracle
4 1 (9.09%) Lotus