The following table provides summary statistics for permanent job vacancies advertised in the South West 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 23 April 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England / South West
3 months to
23 Apr 2017
Same period 2016 Same period 2015
Rank 119 104 133
Rank change year-on-year -15 +29  
Permanent jobs citing ETL 129 160 124
As % of all permanent IT jobs advertised in the South West 2.47% 2.78% 2.02%
As % of the Processes & Methodologies category 2.74% 3.14% 2.32%
Number of salaries quoted 90 122 73
Median salary £40,000 £40,125 £42,500
Median salary % change year-on-year -0.31% -5.58%  
90% offered a salary of more than £32,500 £31,550 £32,500
10% offered a salary of more than £55,000 £55,000 £72,000
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 the South West with a requirement for process and methodology skills.

Process & Methodology Skills
South West
Permanent job vacancies with a requirement for process and methodology skills 4713 5088 5344
As % of all permanent IT job vacancies advertised in the South West 90.36% 88.26% 87.11%
Number of salaries quoted 3870 4198 4368
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £62,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

ETL
Job Vacancy Trend in the South West

The job posting trend of jobs advertised in the South West 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 the South West

ETL
Salary Trend in the South West

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

Salary trend for ETL in the South West

ETL
Salary Histogram in the South West

The salary distribution of IT jobs citing ETL in the South West over the 3 months to 23 April 2017.

Salary histogram for ETL in the South West

ETL
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the South West region over the 3 months to 23 April 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
Bristol +21 42 £40,000 +6.66% 5
Somerset -20 30 £32,750 -12.66% 4
Wiltshire -6 26 £42,000 -23.63% 4
Gloucestershire -4 15 £42,500 +5.59% 5
Cornwall - 12 - -
Devon -14 3 £45,000 +5.88% 1
Dorset +12 1 £50,000 +1.01%
ETL
England

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

1 142 (66.36%) SQL
2 105 (49.07%) SQL Server
3 84 (39.25%) Oracle
4 83 (38.79%) Business Intelligence
5 71 (33.18%) Agile Software Development
6 67 (31.31%) Data Warehouse
7 54 (25.23%) SQL Server Integration Services
8 47 (21.96%) Finance
9 45 (21.03%) Scrum
10 43 (20.09%) HTML
10 43 (20.09%) Java
11 42 (19.63%) .NET
11 42 (19.63%) T-SQL
12 41 (19.16%) Microsoft
13 38 (17.76%) SQL Server Reporting Services
13 38 (17.76%) Team Foundation Server
14 37 (17.29%) Relational Database
14 37 (17.29%) Software Engineering
14 37 (17.29%) Informatica
15 35 (16.36%) C#
15 35 (16.36%) Management Information System
16 34 (15.89%) JavaScript
16 34 (15.89%) Windows
17 32 (14.95%) Degree
17 32 (14.95%) Data Integration
18 31 (14.49%) SQL Server 2012
19 30 (14.02%) NoSQL
19 30 (14.02%) ITIL
19 30 (14.02%) XML
20 28 (13.08%) C++

ETL
Co-occurring IT Skills in the South West 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 24 (11.21%) IIS
2 18 (8.41%) BizTalk Server
3 7 (3.27%) Confluence
3 7 (3.27%) SharePoint
4 6 (2.80%) Oracle SOA Suite
5 4 (1.87%) Oracle Workflow
6 2 (0.93%) MQSeries
6 2 (0.93%) SugarCRM
7 1 (0.47%) Apache Spark
7 1 (0.47%) PowerExchange
7 1 (0.47%) WebSphere
Applications
1 4 (1.87%) Microsoft Excel
1 4 (1.87%) SPSS
1 4 (1.87%) SPSS Modeler
2 3 (1.40%) Microsoft Office
Business Applications
1 11 (5.14%) Oracle EBS
2 6 (2.80%) Oracle HRMS
3 5 (2.34%) Oracle EBS R12
3 5 (2.34%) Unit4 Business World
4 3 (1.40%) Oracle Applications
4 3 (1.40%) Oracle ASCP
4 3 (1.40%) Oracle General Ledger
4 3 (1.40%) Oracle Payables
4 3 (1.40%) Oracle Receivables
4 3 (1.40%) SAP Oil and Gas
5 2 (0.93%) HFM
5 2 (0.93%) Hyperion Planning
6 1 (0.47%) Pegasus Opera
6 1 (0.47%) SAP BPC
Cloud Services
1 25 (11.68%) Microsoft Azure
2 12 (5.61%) SaaS
3 10 (4.67%) Amazon AWS
4 1 (0.47%) Amazon S3
4 1 (0.47%) G Suite
4 1 (0.47%) Google App Engine
4 1 (0.47%) Google Cloud Platform
4 1 (0.47%) Google Compute Engine
4 1 (0.47%) IaaS
Communications & Networking
1 5 (2.34%) Internet
2 3 (1.40%) Extranet
3 1 (0.47%) Firewall
3 1 (0.47%) Intranet
Database & Business Intelligence
1 105 (49.07%) SQL Server
2 67 (31.31%) Data Warehouse
3 54 (25.23%) SQL Server Integration Services
4 38 (17.76%) SQL Server Reporting Services
5 37 (17.29%) Relational Database
6 31 (14.49%) SQL Server 2012
7 30 (14.02%) NoSQL
8 28 (13.08%) MongoDB
9 23 (10.75%) Power BI
10 17 (7.94%) Oracle Reports
11 15 (7.01%) Oracle BI EE
12 14 (6.54%) Big Data
13 13 (6.07%) SQL Server 2014
14 12 (5.61%) Oracle Database
14 12 (5.61%) QlikView
14 12 (5.61%) SQL Server 2008
15 11 (5.14%) BusinessObjects
15 11 (5.14%) Enterprise Data Warehouse
16 9 (4.21%) SQL Server Analysis Services
17 8 (3.74%) MySQL
Development Applications
1 38 (17.76%) Team Foundation Server
2 15 (7.01%) Visual Studio
3 12 (5.61%) JIRA
4 5 (2.34%) MSTest
4 5 (2.34%) Oracle Forms
4 5 (2.34%) Talend Open Studio
5 4 (1.87%) NUnit
5 4 (1.87%) RStudio
6 3 (1.40%) Git (software)
6 3 (1.40%) JDeveloper
6 3 (1.40%) Selenium
7 2 (0.93%) ERwin
7 2 (0.93%) FitNesse
7 2 (0.93%) Hudson
7 2 (0.93%) JIRA Agile
7 2 (0.93%) Maven
7 2 (0.93%) SQL Server Management Studio (SSMS)
7 2 (0.93%) TeamCity
8 1 (0.47%) Jenkins
8 1 (0.47%) Toad
General
1 47 (21.96%) Finance
2 19 (8.88%) Retail
3 15 (7.01%) Marketing
4 9 (4.21%) Manufacturing
4 9 (4.21%) Telecoms
5 4 (1.87%) Advertising
5 4 (1.87%) General Ledger
6 3 (1.40%) Banking
6 3 (1.40%) Electronics
7 2 (0.93%) Aerospace
8 1 (0.47%) Financial Institution
8 1 (0.47%) Legal
Job Titles
1 96 (44.86%) Developer
2 39 (18.22%) Analyst
3 36 (16.82%) Senior Developer
4 26 (12.15%) Software Engineer
5 24 (11.21%) Business Intelligence Developer
6 18 (8.41%) Administrator
6 18 (8.41%) Systems Analyst
7 17 (7.94%) Informatica Developer
8 16 (7.48%) Architect
8 16 (7.48%) DBA
8 16 (7.48%) Developer/Software Engineer
8 16 (7.48%) Senior Software Engineer
9 15 (7.01%) .NET Developer
10 14 (6.54%) SQL Developer
11 13 (6.07%) Oracle Developer
12 12 (5.61%) Data Architect
12 12 (5.61%) Java Developer
12 12 (5.61%) Senior Analyst
13 11 (5.14%) Java Software Engineer
13 11 (5.14%) Senior Systems Analyst
Libraries, Frameworks & Software Standards
1 43 (20.09%) HTML
2 42 (19.63%) .NET
3 30 (14.02%) XML
4 24 (11.21%) Web Services
5 20 (9.35%) REST
5 20 (9.35%) SOAP
6 19 (8.88%) ASP.NET
7 13 (6.07%) .NET Framework
8 11 (5.14%) CSS
9 9 (4.21%) Middleware
10 4 (1.87%) LINQ
10 4 (1.87%) WCF
10 4 (1.87%) WF
10 4 (1.87%) WPF
11 3 (1.40%) HTML5
11 3 (1.40%) jQuery
12 2 (0.93%) AngularJS
12 2 (0.93%) ASP.NET Web Forms
12 2 (0.93%) CSS3
12 2 (0.93%) JSON
Miscellaneous
1 35 (16.36%) Management Information System
2 26 (12.15%) Analytical Skills
3 18 (8.41%) Enterprise Software
4 17 (7.94%) Computer Science
5 9 (4.21%) Data Structures
5 9 (4.21%) Greenfield Project
6 3 (1.40%) Reference Data
6 3 (1.40%) Replication
6 3 (1.40%) User Experience
7 2 (0.93%) Cyberthreat
7 2 (0.93%) Fintech
8 1 (0.47%) Blog
8 1 (0.47%) Clustering
8 1 (0.47%) Driving Licence
8 1 (0.47%) FMCG
8 1 (0.47%) iPad
8 1 (0.47%) SWIFT
Operating Systems
1 34 (15.89%) Windows
2 25 (11.68%) Windows Server
3 22 (10.28%) Windows Server 2003
4 6 (2.80%) Linux
5 5 (2.34%) Solaris
5 5 (2.34%) Unix
6 1 (0.47%) CentOS
6 1 (0.47%) Fedora
6 1 (0.47%) Red Hat Enterprise Linux
6 1 (0.47%) VMS
Processes & Methodologies
1 83 (38.79%) Business Intelligence
2 71 (33.18%) Agile Software Development
3 45 (21.03%) Scrum
4 37 (17.29%) Software Engineering
5 32 (14.95%) Data Integration
6 30 (14.02%) ITIL
7 23 (10.75%) ETL Development
7 23 (10.75%) UML
7 23 (10.75%) Unit Testing
8 22 (10.28%) Continuous Improvement
9 21 (9.81%) Automated Testing
9 21 (9.81%) Line Management
9 21 (9.81%) Refactoring
9 21 (9.81%) Service Delivery
10 20 (9.35%) Analytics
10 20 (9.35%) Customer Requirements
11 19 (8.88%) Waterfall
12 18 (8.41%) Migration
13 17 (7.94%) Data Modelling
13 17 (7.94%) SDLC
Programming Languages
1 142 (66.36%) SQL
2 43 (20.09%) Java
3 42 (19.63%) T-SQL
4 35 (16.36%) C#
5 34 (15.89%) JavaScript
6 28 (13.08%) C++
7 19 (8.88%) C
8 16 (7.48%) PL/SQL
9 11 (5.14%) PHP
10 10 (4.67%) VB.NET
11 6 (2.80%) PowerShell
11 6 (2.80%) VBA
12 3 (1.40%) R
13 1 (0.47%) Apex Code
13 1 (0.47%) AWK
13 1 (0.47%) Bash Shell
13 1 (0.47%) FoxPro (VFP)
13 1 (0.47%) Perl
13 1 (0.47%) Python
13 1 (0.47%) sed
Qualifications
1 32 (14.95%) Degree
2 18 (8.41%) SC Cleared
2 18 (8.41%) Security Cleared
3 7 (3.27%) Microsoft Certification
4 6 (2.80%) ISEB
4 6 (2.80%) Postgraduate
5 4 (1.87%) ISTQB
5 4 (1.87%) MCSA
5 4 (1.87%) Oracle Certification
6 3 (1.40%) MCP
7 1 (0.47%) BPSS Clearance
7 1 (0.47%) ISTQB Foundation Certification
7 1 (0.47%) MCDBA
7 1 (0.47%) MCITP
7 1 (0.47%) MCTS
Quality Assurance & Compliance
1 16 (7.48%) QA
2 6 (2.80%) Data Quality
3 2 (0.93%) ISO 14001
3 2 (0.93%) ISO 9001
3 2 (0.93%) SLA
4 1 (0.47%) SEPA
System Software
1 1 (0.47%) Active Directory
1 1 (0.47%) Docker
1 1 (0.47%) iptables
1 1 (0.47%) KVM
1 1 (0.47%) Virtual Machines
1 1 (0.47%) VMware Infrastructure
1 1 (0.47%) vSphere
1 1 (0.47%) Xen
Systems Management
1 4 (1.87%) Perfmon
2 3 (1.40%) Ansible
2 3 (1.40%) Opscode Chef
2 3 (1.40%) Puppet
3 1 (0.47%) HP Quality Center
3 1 (0.47%) Salt
Vendors
1 84 (39.25%) Oracle
2 41 (19.16%) Microsoft
3 37 (17.29%) Informatica
4 11 (5.14%) SAP
5 6 (2.80%) Salesforce.com
5 6 (2.80%) Tableau
6 5 (2.34%) Siebel
6 5 (2.34%) Sybase
6 5 (2.34%) Talend
6 5 (2.34%) VMware
7 4 (1.87%) IBM
7 4 (1.87%) NetApp
8 3 (1.40%) Alterian
8 3 (1.40%) EXASOL
8 3 (1.40%) Netezza
8 3 (1.40%) TIBCO
9 2 (0.93%) Apteco
9 2 (0.93%) Jaspersoft
9 2 (0.93%) RedGate
9 2 (0.93%) SaltStack
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Salary: £30000.00 - £45000.00 per annum
Posted: 2 days ago
Swindon
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Salary: £26000 - £32000 per annum + Pension, negotiable
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Salary: £35000.00 - £45000.00 per annum
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Salary: £30000.00 - £45000.00 per annum
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Salary: £35000 - £40000 per annum
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Salary: £35000.00 - £45000.00 per annum
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