The table below looks at the statistics for ETL skills in IT jobs advertised for the South West region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 28 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
28 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / South West
Rank 134 126 140
Rank change year-on-year
-8 +14
Permanent jobs citing ETL 112 146 111
As % of all permanent IT jobs located in the South West 2.20% 2.54% 1.90%
As % of the Processes & Methodologies category 2.46% 2.84% 2.16%
Number of salaries quoted 76 119 67
Median salary £42,500 £40,000 £42,500
Median salary % change year-on-year
+6.25% -5.88%
90% offered a salary of more than £33,000 £28,500 £34,000
10% offered a salary of more than £55,000 £58,000 £61,000
UK excluding London median salary £45,000 £45,000 £45,000

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the South West region.

Processes & Methodologies Category
South West
Permanent IT job ads with a match in the
Processes & Methodologies category
4561 5139 5147
As % of all permanent IT jobs located in the South West 89.68% 89.30% 87.89%
Number of salaries quoted 3725 4214 4313
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,500 £29,000 £28,500
10% offered a salary of more than £62,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in the South West

The demand trend of job ads across the South West region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend 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 across the South West region.

ETL Salary Trend in the South West

ETL
Salary Histogram in the South West

This chart provides a salary histogram for IT jobs citing ETL across the South West region over the 3 months to 28 February 2017.

ETL Salary Histogram 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 28 February 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 +19 38 £42,500 +6.25% 3
Somerset -8 22 £33,000 -12.00%
Wiltshire -2 17 £44,000 -12.00% 3
Gloucestershire -10 17 £45,000 +5.26%
Cornwall +6 12 - -
Devon -5 6 £42,500 +8.28% 2
Dorset +14 3 - -
ETL
England

ETL
Top 30 Related IT Skills in the South West

For the 6 months to 28 February 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.

1 119 (62.30%) SQL
2 91 (47.64%) Oracle
3 90 (47.12%) SQL Server
4 68 (35.60%) Business Intelligence
5 64 (33.51%) Agile Software Development
6 49 (25.65%) Scrum
6 49 (25.65%) Java
7 47 (24.61%) Data Warehouse
8 45 (23.56%) Finance
8 45 (23.56%) SQL Server Integration Services
9 42 (21.99%) .NET
10 40 (20.94%) C#
10 40 (20.94%) HTML
10 40 (20.94%) Informatica
11 36 (18.85%) Team Foundation Server
11 36 (18.85%) NoSQL
11 36 (18.85%) Relational Database
12 35 (18.32%) JavaScript
13 31 (16.23%) Software Engineering
14 30 (15.71%) T-SQL
14 30 (15.71%) Analytical Skills
15 29 (15.18%) Microsoft
16 28 (14.66%) C++
16 28 (14.66%) Windows
16 28 (14.66%) Data Integration
17 27 (14.14%) MongoDB
18 26 (13.61%) ETL Development
18 26 (13.61%) XML
19 25 (13.09%) Unit Testing
20 24 (12.57%) Data Modelling

ETL
Top Related 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 17 (8.90%) IIS
2 14 (7.33%) BizTalk Server
3 7 (3.66%) Confluence
4 5 (2.62%) Oracle SOA Suite
5 4 (2.09%) Apache Spark
5 4 (2.09%) Oracle Workflow
6 3 (1.57%) SharePoint
7 2 (1.05%) SugarCRM
8 1 (0.52%) Elasticsearch
8 1 (0.52%) MQSeries
8 1 (0.52%) PowerExchange
8 1 (0.52%) SAS
8 1 (0.52%) WebSphere
Applications
1 15 (7.85%) MS Excel
2 2 (1.05%) Gliffy
2 2 (1.05%) MS Visio
2 2 (1.05%) OmniGraffle
2 2 (1.05%) SPSS
2 2 (1.05%) SPSS Modeler
Business Applications
1 10 (5.24%) Oracle EBS
2 8 (4.19%) Unit4 Business World
3 4 (2.09%) Oracle EBS R12
4 3 (1.57%) Oracle Applications
4 3 (1.57%) Oracle ASCP
4 3 (1.57%) Oracle General Ledger
4 3 (1.57%) Oracle HRMS
4 3 (1.57%) Oracle Payables
4 3 (1.57%) Oracle Receivables
4 3 (1.57%) SAP Oil and Gas
5 2 (1.05%) HFM
5 2 (1.05%) Hyperion Planning
6 1 (0.52%) Oracle Utilities
6 1 (0.52%) Pegasus Opera
Cloud Services
1 21 (10.99%) Microsoft Azure
2 12 (6.28%) SaaS
3 10 (5.24%) Amazon AWS
4 2 (1.05%) iPaaS
4 2 (1.05%) Lucidchart
4 2 (1.05%) PaaS
5 1 (0.52%) Amazon S3
5 1 (0.52%) G Suite
5 1 (0.52%) Google App Engine
5 1 (0.52%) Google Cloud Platform
5 1 (0.52%) Google Compute Engine
5 1 (0.52%) IaaS
Communications & Networking
1 4 (2.09%) Internet
2 3 (1.57%) Extranet
3 1 (0.52%) Firewall
3 1 (0.52%) Intranet
Database & Business Intelligence
1 90 (47.12%) SQL Server
2 47 (24.61%) Data Warehouse
3 45 (23.56%) SQL Server Integration Services
4 36 (18.85%) NoSQL
4 36 (18.85%) Relational Database
5 27 (14.14%) MongoDB
6 21 (10.99%) SQL Server Reporting Services
7 19 (9.95%) SQL Server 2012
8 16 (8.38%) SQL Server 2008
9 14 (7.33%) Big Data
10 12 (6.28%) Oracle Database
11 11 (5.76%) Hadoop
11 11 (5.76%) Oracle Reports
11 11 (5.76%) Power BI
12 10 (5.24%) Oracle BI EE
13 9 (4.71%) BusinessObjects
13 9 (4.71%) SQL Server 2014
14 8 (4.19%) MySQL
14 8 (4.19%) PostgreSQL
14 8 (4.19%) SQL Server Analysis Services
Development Applications
1 36 (18.85%) Team Foundation Server
2 11 (5.76%) JIRA
3 10 (5.24%) Visual Studio
4 6 (3.14%) Selenium
5 5 (2.62%) Talend Open Studio
6 4 (2.09%) MSTest
6 4 (2.09%) NUnit
6 4 (2.09%) Oracle Forms
7 3 (1.57%) JDeveloper
8 2 (1.05%) Balsamiq Mockups
8 2 (1.05%) FitNesse
8 2 (1.05%) Hudson
8 2 (1.05%) JIRA Agile
8 2 (1.05%) Maven
8 2 (1.05%) RStudio
8 2 (1.05%) TeamCity
9 1 (0.52%) Git (software)
9 1 (0.52%) Jenkins
9 1 (0.52%) Toad
General
1 45 (23.56%) Finance
2 13 (6.81%) Retail
3 9 (4.71%) Manufacturing
4 8 (4.19%) Telecoms
5 7 (3.66%) Marketing
6 5 (2.62%) Advertising
7 4 (2.09%) General Ledger
8 3 (1.57%) Banking
8 3 (1.57%) Electronics
9 1 (0.52%) Aerospace
9 1 (0.52%) Financial Institution
Job Titles
1 79 (41.36%) Developer
2 37 (19.37%) Senior Developer
3 35 (18.32%) Analyst
4 25 (13.09%) Software Engineer
5 23 (12.04%) Senior Software Engineer
6 22 (11.52%) Architect
7 21 (10.99%) Informatica Developer
8 19 (9.95%) Business Intelligence Developer
9 16 (8.38%) Data Architect
9 16 (8.38%) Systems Analyst
10 15 (7.85%) Senior Informatica Developer
11 13 (6.81%) Business Systems Analyst
11 13 (6.81%) DBA
12 12 (6.28%) .NET Developer
12 12 (6.28%) Administrator
12 12 (6.28%) Senior Analyst
13 11 (5.76%) .NET Software Engineer
13 11 (5.76%) Java Software Engineer
13 11 (5.76%) Senior Systems Analyst
13 11 (5.76%) Solutions Analyst
Libraries, Frameworks & Software Standards
1 42 (21.99%) .NET
2 40 (20.94%) HTML
3 26 (13.61%) XML
4 23 (12.04%) ASP.NET
5 19 (9.95%) Web Services
6 18 (9.42%) REST
6 18 (9.42%) SOAP
7 9 (4.71%) .NET Framework
8 8 (4.19%) Middleware
9 6 (3.14%) CSS
9 6 (3.14%) XSD
10 5 (2.62%) HTML5
11 4 (2.09%) ASP.NET MVC
11 4 (2.09%) ASP.NET MVC 5
11 4 (2.09%) CSS3
11 4 (2.09%) LINQ
11 4 (2.09%) WCF
11 4 (2.09%) WF
11 4 (2.09%) WPF
12 3 (1.57%) XSLT
Miscellaneous
1 30 (15.71%) Analytical Skills
2 18 (9.42%) Management Information System
3 16 (8.38%) Computer Science
4 11 (5.76%) Enterprise Software
5 5 (2.62%) Data Structures
6 3 (1.57%) iPad
6 3 (1.57%) Reference Data
6 3 (1.57%) Replication
7 2 (1.05%) Cyberthreat
8 1 (0.52%) Blog
8 1 (0.52%) Clustering
8 1 (0.52%) Driving Licence
8 1 (0.52%) FMCG
8 1 (0.52%) SWIFT
8 1 (0.52%) Virtual Team
Operating Systems
1 28 (14.66%) Windows
2 16 (8.38%) Windows Server
2 16 (8.38%) Windows Server 2003
3 6 (3.14%) Linux
4 3 (1.57%) Unix
5 2 (1.05%) Mac OS
6 1 (0.52%) CentOS
6 1 (0.52%) Fedora
6 1 (0.52%) Red Hat Enterprise Linux
6 1 (0.52%) Solaris
6 1 (0.52%) VMS
Processes & Methodologies
1 68 (35.60%) Business Intelligence
2 64 (33.51%) Agile Software Development
3 49 (25.65%) Scrum
4 31 (16.23%) Software Engineering
5 28 (14.66%) Data Integration
6 26 (13.61%) ETL Development
7 25 (13.09%) Unit Testing
8 24 (12.57%) Data Modelling
9 21 (10.99%) ITIL
9 21 (10.99%) Waterfall
10 20 (10.47%) SDLC
11 18 (9.42%) Analytics
12 15 (7.85%) Automated Testing
13 14 (7.33%) Continuous Improvement
13 14 (7.33%) UML
14 13 (6.81%) Continuous Integration
14 13 (6.81%) Data Architecture
14 13 (6.81%) E-Commerce
14 13 (6.81%) Line Management
14 13 (6.81%) Service Delivery
Programming Languages
1 119 (62.30%) SQL
2 49 (25.65%) Java
3 40 (20.94%) C#
4 35 (18.32%) JavaScript
5 30 (15.71%) T-SQL
6 28 (14.66%) C++
7 16 (8.38%) PL/SQL
8 12 (6.28%) C
9 10 (5.24%) PHP
10 8 (4.19%) VB.NET
11 4 (2.09%) PowerShell
11 4 (2.09%) VBA
12 3 (1.57%) R
13 2 (1.05%) Perl
14 1 (0.52%) AWK
14 1 (0.52%) Bash Shell
14 1 (0.52%) FoxPro (VFP)
14 1 (0.52%) Python
14 1 (0.52%) Ruby
14 1 (0.52%) Shell Script
Qualifications
1 24 (12.57%) Degree
2 19 (9.95%) SC Cleared
2 19 (9.95%) Security Cleared
3 6 (3.14%) Microsoft Certification
4 5 (2.62%) MCSA
4 5 (2.62%) Oracle Certification
4 5 (2.62%) Postgraduate
5 3 (1.57%) BPSS Clearance
6 2 (1.05%) ISEB
7 1 (0.52%) MCDBA
7 1 (0.52%) MCITP
7 1 (0.52%) MCP
7 1 (0.52%) MCTS
Quality Assurance & Compliance
1 9 (4.71%) QA
2 8 (4.19%) Data Quality
3 2 (1.05%) ISO 14001
3 2 (1.05%) ISO 9001
4 1 (0.52%) SEPA
4 1 (0.52%) SLA
System Software
1 2 (1.05%) Docker
2 1 (0.52%) Active Directory
2 1 (0.52%) Apache Flume
2 1 (0.52%) iptables
2 1 (0.52%) KVM
2 1 (0.52%) Oracle RAC
2 1 (0.52%) Virtual Machines
2 1 (0.52%) VMware Infrastructure
2 1 (0.52%) vSphere
2 1 (0.52%) Xen
Systems Management
1 3 (1.57%) Perfmon
2 1 (0.52%) Ansible
2 1 (0.52%) Kibana
2 1 (0.52%) logstash
2 1 (0.52%) Opscode Chef
2 1 (0.52%) Puppet
2 1 (0.52%) Salt
Vendors
1 91 (47.64%) Oracle
2 40 (20.94%) Informatica
3 29 (15.18%) Microsoft
4 9 (4.71%) SAP
5 5 (2.62%) Talend
6 4 (2.09%) Siebel
7 3 (1.57%) EXASOL
7 3 (1.57%) Google
7 3 (1.57%) Netezza
7 3 (1.57%) Sybase
7 3 (1.57%) Tableau
7 3 (1.57%) TIBCO
8 2 (1.05%) Hyperion
8 2 (1.05%) Jaspersoft
8 2 (1.05%) RedGate
9 1 (0.52%) Alteryx
9 1 (0.52%) Pegasus
9 1 (0.52%) Red Hat
9 1 (0.52%) Salesforce.com
9 1 (0.52%) VMware
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