The following table provides summary statistics for permanent job vacancies advertised in Swindon 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 27 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Wiltshire / Swindon
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 49 49 51
Rank change year-on-year 0 +2  
Permanent jobs citing ETL 12 10 18
As % of all permanent IT jobs advertised in Swindon 2.92% 1.95% 3.06%
As % of the Processes & Methodologies category 3.30% 2.23% 3.32%
Number of salaries quoted 12 6 15
Median salary £38,000 £50,000 £43,596
Median salary % change year-on-year -24.00% +14.68%  
90% offered a salary of more than £29,750 £50,000 £35,000
10% offered a salary of more than £47,500 £50,000 £46,900
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 Swindon with a requirement for process and methodology skills.

Process & Methodology Skills
Swindon
Permanent job vacancies with a requirement for process and methodology skills 364 448 542
As % of all permanent IT job vacancies advertised in Swindon 88.56% 87.50% 92.02%
Number of salaries quoted 318 380 482
Median salary £43,500 £45,000 £43,596
Median salary % change year-on-year -3.33% +3.22%  
90% offered a salary of more than £31,000 £30,000 £32,500
10% offered a salary of more than £57,250 £55,648 £72,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

ETL
Job Vacancy Trend in Swindon

The job posting trend of jobs advertised in Swindon 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 Swindon

ETL
Salary Trend in Swindon

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

Salary trend for ETL in Swindon

ETL
Salary Histogram in Swindon

The salary distribution of IT jobs citing ETL in Swindon over the 3 months to 27 June 2017.

Salary histogram for ETL in Swindon

For the 6 months to 27 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 Swindon region with a requirement for ETL.

1 19 (70.37%) SQL
2 15 (55.56%) SQL Server
3 12 (44.44%) Business Intelligence
3 12 (44.44%) Retail
4 11 (40.74%) Microsoft
4 11 (40.74%) Oracle
5 9 (33.33%) Data Modelling
5 9 (33.33%) Finance
6 8 (29.63%) MySQL
7 7 (25.93%) Data Warehouse
7 7 (25.93%) Relational Database
8 6 (22.22%) Data Management
8 6 (22.22%) Amazon AWS
9 5 (18.52%) FMCG
9 5 (18.52%) Continuous Improvement
9 5 (18.52%) Analytics
9 5 (18.52%) Amazon RDS
9 5 (18.52%) Degree
9 5 (18.52%) SQL Server Analysis Services
9 5 (18.52%) BusinessObjects
9 5 (18.52%) T-SQL
9 5 (18.52%) Web Services
9 5 (18.52%) Manufacturing
9 5 (18.52%) Service Delivery
10 4 (14.81%) IIS
10 4 (14.81%) .NET
10 4 (14.81%) .NET Framework
10 4 (14.81%) Oracle BI EE
10 4 (14.81%) ASP.NET Web API
11 3 (11.11%) Performance Tuning

ETL
Co-occurring IT Skills in Swindon 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 4 (14.81%) IIS
Applications
1 3 (11.11%) SPSS
1 3 (11.11%) SPSS Modeler
2 2 (7.41%) Microsoft Excel
Business Applications
1 2 (7.41%) Oracle EBS
Cloud Services
1 6 (22.22%) Amazon AWS
2 1 (3.70%) Amazon S3
2 1 (3.70%) G Suite
2 1 (3.70%) Google App Engine
2 1 (3.70%) Google Cloud Platform
2 1 (3.70%) Google Compute Engine
2 1 (3.70%) IaaS
Communications & Networking
1 1 (3.70%) Firewall
Database & Business Intelligence
1 15 (55.56%) SQL Server
2 8 (29.63%) MySQL
3 7 (25.93%) Data Warehouse
3 7 (25.93%) Relational Database
4 5 (18.52%) Amazon RDS
4 5 (18.52%) BusinessObjects
4 5 (18.52%) SQL Server Analysis Services
5 4 (14.81%) Oracle BI EE
6 3 (11.11%) Data Mining
6 3 (11.11%) Oracle Reports
6 3 (11.11%) Qlik Sense
6 3 (11.11%) SQL Server Integration Services
6 3 (11.11%) SQL Server Reporting Services
7 2 (7.41%) Big Data
7 2 (7.41%) DataStage
7 2 (7.41%) MongoDB
7 2 (7.41%) MS Access
7 2 (7.41%) Oracle ODI
7 2 (7.41%) SQL Server 2012
8 1 (3.70%) NoSQL
Development Applications
1 3 (11.11%) RStudio
2 2 (7.41%) JIRA
3 1 (3.70%) ERwin
3 1 (3.70%) SQL Server Management Studio (SSMS)
3 1 (3.70%) Talend Open Studio
3 1 (3.70%) Visual Studio
General
1 12 (44.44%) Retail
2 9 (33.33%) Finance
3 5 (18.52%) Manufacturing
4 2 (7.41%) Advertising
4 2 (7.41%) Telecoms
Job Titles
1 17 (62.96%) Analyst
2 5 (18.52%) Business Analyst
3 4 (14.81%) Business Intelligence Analyst
3 4 (14.81%) DBA
4 3 (11.11%) Business Integration Analyst
4 3 (11.11%) Database Analyst
4 3 (11.11%) Developer
4 3 (11.11%) Integration Analyst
4 3 (11.11%) Retail Business Analyst
4 3 (11.11%) Technical Analyst
4 3 (11.11%) Technical Business Analyst
4 3 (11.11%) Technical Design Analyst
5 2 (7.41%) Business Intelligence Developer
5 2 (7.41%) Data Analyst
5 2 (7.41%) ETL Analyst
5 2 (7.41%) Oracle DBA
5 2 (7.41%) Senior DBA
5 2 (7.41%) SPSS Analyst
5 2 (7.41%) SQL DBA
5 2 (7.41%) Systems Analyst
Libraries, Frameworks & Software Standards
1 5 (18.52%) Web Services
2 4 (14.81%) .NET
2 4 (14.81%) .NET Framework
2 4 (14.81%) ASP.NET Web API
3 1 (3.70%) Google Maps API
3 1 (3.70%) jQuery
3 1 (3.70%) OAuth
Miscellaneous
1 5 (18.52%) FMCG
2 2 (7.41%) Analytical Skills
2 2 (7.41%) Computer Science
3 1 (3.70%) Management Information System
3 1 (3.70%) Replication
Operating Systems
1 3 (11.11%) Linux
2 1 (3.70%) CentOS
2 1 (3.70%) Fedora
2 1 (3.70%) Red Hat Enterprise Linux
2 1 (3.70%) VMS
Processes & Methodologies
1 12 (44.44%) Business Intelligence
2 9 (33.33%) Data Modelling
3 6 (22.22%) Data Management
4 5 (18.52%) Analytics
4 5 (18.52%) Continuous Improvement
4 5 (18.52%) Service Delivery
5 3 (11.11%) Agile Software Development
5 3 (11.11%) Balanced Scorecard
5 3 (11.11%) Customer Analytics
5 3 (11.11%) Mathematics
5 3 (11.11%) Performance Tuning
5 3 (11.11%) Predictive Modelling
5 3 (11.11%) Scorecard
6 2 (7.41%) Data Analysis
6 2 (7.41%) E-business
6 2 (7.41%) ERD
6 2 (7.41%) Performance Testing
6 2 (7.41%) Scrum
6 2 (7.41%) Software Engineering
6 2 (7.41%) User Acceptance Testing
Programming Languages
1 19 (70.37%) SQL
2 5 (18.52%) T-SQL
3 1 (3.70%) AWK
3 1 (3.70%) Bash Shell
3 1 (3.70%) C#
3 1 (3.70%) Java
3 1 (3.70%) JavaScript
3 1 (3.70%) Perl
3 1 (3.70%) PHP
3 1 (3.70%) Python
3 1 (3.70%) R
3 1 (3.70%) Ruby
3 1 (3.70%) sed
Qualifications
1 5 (18.52%) Degree
2 2 (7.41%) Computer Science Degree
System Software
1 1 (3.70%) Docker
1 1 (3.70%) iptables
1 1 (3.70%) KVM
1 1 (3.70%) Virtual Machines
1 1 (3.70%) VMware Infrastructure
1 1 (3.70%) vSphere
1 1 (3.70%) Xen
Systems Management
1 1 (3.70%) Ansible
1 1 (3.70%) Opscode Chef
1 1 (3.70%) Puppet
1 1 (3.70%) Salt
Vendors
1 11 (40.74%) Microsoft
1 11 (40.74%) Oracle
2 2 (7.41%) Informatica
3 1 (3.70%) Google
3 1 (3.70%) Hortonworks
3 1 (3.70%) IBM
3 1 (3.70%) Red Hat
3 1 (3.70%) Splunk
3 1 (3.70%) Talend
3 1 (3.70%) VMware