The following table provides summary statistics for permanent job vacancies advertised in Wiltshire 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 29 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South West > Wiltshire
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 70 62 72
Rank change year-on-year -8 +10  
Permanent jobs citing ETL 14 21 30
As % of all permanent IT jobs advertised in Wiltshire 1.85% 2.28% 2.57%
As % of the Processes & Methodologies category 2.09% 2.65% 2.90%
Number of salaries quoted 12 12 25
Wiltshire median annual salary £37,750 £44,250 £38,000
Median salary % change year-on-year -14.68% +16.44%  
10th Percentile £27,650 £36,750 £32,200
90th Percentile £47,950 £52,500 £48,600
South West median annual salary £40,000 £40,625 £43,596
% change year-on-year -1.53% -6.81%  

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 Wiltshire with a requirement for process and methodology skills.

Process & Methodology Skills
Wiltshire
Permanent job vacancies with a requirement for process and methodology skills 670 791 1034
As % of all permanent IT job vacancies advertised in Wiltshire 88.62% 85.79% 88.45%
Number of salaries quoted 2457 3001 3156
Wiltshire median annual salary £44,500 £43,000 £40,000
Median salary % change year-on-year +3.48% +7.50%  
10th Percentile £28,750 £28,250 £28,500
90th Percentile £61,250 £57,500 £70,000
South West median annual salary £43,000 £42,500 £40,000
% change year-on-year +1.17% +6.25%  

ETL
Job Vacancy Trend in Wiltshire

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

Job vacancy trend for ETL in Wiltshire

ETL
Salary Trend in Wiltshire

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

Salary trend for ETL in Wiltshire

ETL
Salary Histogram in Wiltshire

The salary distribution of IT jobs citing ETL in Wiltshire over the 3 months to 29 June 2017.

Salary histogram for ETL in Wiltshire

ETL
Job Locations in Wiltshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Wiltshire region over the 3 months to 29 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
Swindon 0 11 £38,000 -24.00% 2
Chippenham - 2 £32,000 -
ETL
South West

For the 6 months to 29 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 Wiltshire region with a requirement for ETL.

1 32 (78.05%) SQL
2 26 (63.41%) SQL Server
3 24 (58.54%) Business Intelligence
4 18 (43.90%) Oracle
5 16 (39.02%) Data Warehouse
6 15 (36.59%) Finance
7 14 (34.15%) Microsoft
7 14 (34.15%) Retail
8 11 (26.83%) Data Modelling
8 11 (26.83%) Oracle BI EE
9 9 (21.95%) Relational Database
9 9 (21.95%) MySQL
10 8 (19.51%) T-SQL
10 8 (19.51%) SQL Server Integration Services
11 7 (17.07%) SQL Server Analysis Services
11 7 (17.07%) Data Management
11 7 (17.07%) SQL Server Reporting Services
11 7 (17.07%) Oracle EBS
11 7 (17.07%) BusinessObjects
11 7 (17.07%) Informatica
12 6 (14.63%) Degree
12 6 (14.63%) Oracle Database
12 6 (14.63%) Amazon AWS
12 6 (14.63%) Continuous Improvement
12 6 (14.63%) Analytics
13 5 (12.20%) SQL Server 2012
13 5 (12.20%) Amazon RDS
13 5 (12.20%) SDLC
13 5 (12.20%) Oracle Database 11g
13 5 (12.20%) Oracle EBS R12

ETL
Co-occurring IT Skills in Wiltshire 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 (9.76%) IIS
Applications
1 4 (9.76%) SPSS
1 4 (9.76%) SPSS Modeler
2 3 (7.32%) Microsoft Excel
Business Applications
1 7 (17.07%) Oracle EBS
2 5 (12.20%) Oracle EBS R12
Cloud Services
1 6 (14.63%) Amazon AWS
2 1 (2.44%) Amazon S3
2 1 (2.44%) G Suite
2 1 (2.44%) Google App Engine
2 1 (2.44%) Google Cloud Platform
2 1 (2.44%) Google Compute Engine
2 1 (2.44%) IaaS
Communications & Networking
1 1 (2.44%) Firewall
Database & Business Intelligence
1 26 (63.41%) SQL Server
2 16 (39.02%) Data Warehouse
3 11 (26.83%) Oracle BI EE
4 9 (21.95%) MySQL
4 9 (21.95%) Relational Database
5 8 (19.51%) SQL Server Integration Services
6 7 (17.07%) BusinessObjects
6 7 (17.07%) SQL Server Analysis Services
6 7 (17.07%) SQL Server Reporting Services
7 6 (14.63%) Oracle Database
8 5 (12.20%) Amazon RDS
8 5 (12.20%) Oracle Database 10g
8 5 (12.20%) Oracle Database 11g
8 5 (12.20%) Oracle Reports
8 5 (12.20%) SQL Server 2012
9 4 (9.76%) Data Mining
9 4 (9.76%) Oracle ODI
9 4 (9.76%) Qlik Sense
10 3 (7.32%) DataStage
11 2 (4.88%) MS Access
Development Applications
1 4 (9.76%) RStudio
2 2 (4.88%) ERwin
2 2 (4.88%) JIRA
2 2 (4.88%) SQL Server Management Studio (SSMS)
2 2 (4.88%) Visual Studio
3 1 (2.44%) Talend Open Studio
General
1 15 (36.59%) Finance
2 14 (34.15%) Retail
3 5 (12.20%) Manufacturing
4 3 (7.32%) Advertising
5 2 (4.88%) Telecoms
Job Titles
1 18 (43.90%) Analyst
2 13 (31.71%) Developer
3 7 (17.07%) Oracle Developer
4 6 (14.63%) Business Intelligence Developer
5 5 (12.20%) Business Analyst
5 5 (12.20%) DBA
6 4 (9.76%) Business Intelligence Analyst
6 4 (9.76%) OBIEE Developer
7 3 (7.32%) Business Integration Analyst
7 3 (7.32%) Data Analyst
7 3 (7.32%) Database Analyst
7 3 (7.32%) Integration Analyst
7 3 (7.32%) Retail Business Analyst
7 3 (7.32%) SQL DBA
7 3 (7.32%) SQL Developer
7 3 (7.32%) Technical Analyst
7 3 (7.32%) Technical Business Analyst
7 3 (7.32%) Technical Design Analyst
8 2 (4.88%) Senior Developer
8 2 (4.88%) Support Engineer
Libraries, Frameworks & Software Standards
1 5 (12.20%) Web Services
2 4 (9.76%) .NET
2 4 (9.76%) .NET Framework
2 4 (9.76%) ASP.NET Web API
3 1 (2.44%) Google Maps API
3 1 (2.44%) jQuery
3 1 (2.44%) OAuth
Miscellaneous
1 5 (12.20%) FMCG
2 4 (9.76%) Management Information System
3 3 (7.32%) Analytical Skills
4 2 (4.88%) Computer Science
4 2 (4.88%) Replication
5 1 (2.44%) Clustering
Operating Systems
1 3 (7.32%) Linux
2 1 (2.44%) CentOS
2 1 (2.44%) Fedora
2 1 (2.44%) Red Hat Enterprise Linux
2 1 (2.44%) VMS
Processes & Methodologies
1 24 (58.54%) Business Intelligence
2 11 (26.83%) Data Modelling
3 7 (17.07%) Data Management
4 6 (14.63%) Analytics
4 6 (14.63%) Continuous Improvement
5 5 (12.20%) CRM
5 5 (12.20%) SDLC
5 5 (12.20%) Service Delivery
6 4 (9.76%) Customer Analytics
6 4 (9.76%) Mathematics
6 4 (9.76%) Performance Tuning
6 4 (9.76%) Predictive Modelling
7 3 (7.32%) Agile Software Development
7 3 (7.32%) Balanced Scorecard
7 3 (7.32%) Scorecard
8 2 (4.88%) CHAID
8 2 (4.88%) Data Analysis
8 2 (4.88%) E-business
8 2 (4.88%) Project Management
8 2 (4.88%) UML
Programming Languages
1 32 (78.05%) SQL
2 8 (19.51%) T-SQL
3 5 (12.20%) PL/SQL
4 2 (4.88%) Java
4 2 (4.88%) JavaScript
4 2 (4.88%) PHP
5 1 (2.44%) AWK
5 1 (2.44%) Bash Shell
5 1 (2.44%) C#
5 1 (2.44%) Groovy
5 1 (2.44%) Perl
5 1 (2.44%) PowerShell
5 1 (2.44%) Python
5 1 (2.44%) R
5 1 (2.44%) Ruby
5 1 (2.44%) sed
5 1 (2.44%) Shell Script
5 1 (2.44%) VB
Qualifications
1 6 (14.63%) Degree
2 2 (4.88%) Computer Science Degree
3 1 (2.44%) MCDBA
3 1 (2.44%) MCITP
3 1 (2.44%) MCP
3 1 (2.44%) MCTS
3 1 (2.44%) Microsoft Certification
System Software
1 1 (2.44%) Docker
1 1 (2.44%) iptables
1 1 (2.44%) KVM
1 1 (2.44%) Virtual Machines
1 1 (2.44%) VMware Infrastructure
1 1 (2.44%) vSphere
1 1 (2.44%) Xen
Systems Management
1 1 (2.44%) Ansible
1 1 (2.44%) Opscode Chef
1 1 (2.44%) Puppet
1 1 (2.44%) Salt
Vendors
1 18 (43.90%) Oracle
2 14 (34.15%) Microsoft
3 7 (17.07%) Informatica
4 5 (12.20%) Siebel
5 2 (4.88%) IBM
6 1 (2.44%) Google
6 1 (2.44%) Hortonworks
6 1 (2.44%) Red Hat
6 1 (2.44%) SAP
6 1 (2.44%) Splunk
6 1 (2.44%) Talend
6 1 (2.44%) VMware