Period
to 24 July 2017

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 6 months to 24 July 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England > South West
6 months to
24 Jul 2017
Same period 2016 Same period 2015
Rank 134 153 173
Rank change year-on-year +19 +20 +17
Permanent jobs citing ETL 234 247 222
As % of all permanent IT jobs advertised in the South West 2.23% 2.22% 1.83%
As % of the Processes & Methodologies category 2.46% 2.51% 2.09%
Number of salaries quoted 171 193 156
South West median annual salary £40,000 £40,250 £42,500
Median salary % change year-on-year -0.62% -5.29% -5.56%
10th Percentile £27,500 £30,000 £28,375
90th Percentile £60,000 £58,750 £78,750
England median annual salary £50,000 £52,500 £53,250
% change year-on-year -4.76% -1.41% +6.50%

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 9497 9828 10632
As % of all permanent IT job vacancies advertised in the South West 90.45% 88.16% 87.55%
Number of salaries quoted 7855 8163 8828
South West median annual salary £42,250 £40,000 £40,000
Median salary % change year-on-year +5.63% - +3.90%
10th Percentile £26,250 £26,000 £24,000
90th Percentile £63,750 £65,000 £62,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

ETL
Job Vacancy Trend in the South West

Job postings citing ETL as a percentage of all IT jobs advertised in the South West.

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 6 months to 24 July 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 6 months to 24 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bristol +12 74 £42,500 +6.25% 4
Somerset +7 64 £33,000 -16.46% 3
Wiltshire -9 43 £40,500 -19.00% 3
Gloucestershire -1 27 £42,500 -10.53% 4
Cornwall -2 12 - -
Devon -4 11 £67,500 +58.82% 2
Dorset +12 2 £50,000 +3.63%
ETL
England

For the 6 months to 24 July 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.

1 178 (76.07%) SQL
2 143 (61.11%) SQL Server
3 126 (53.85%) Business Intelligence
4 103 (44.02%) Data Warehouse
5 88 (37.61%) SQL Server Integration Services
6 79 (33.76%) T-SQL
6 79 (33.76%) Microsoft
7 74 (31.62%) SQL Server Reporting Services
8 65 (27.78%) Agile Software Development
9 57 (24.36%) Oracle
10 51 (21.79%) Power BI
11 45 (19.23%) Management Information System
11 45 (19.23%) Team Foundation Server
12 44 (18.80%) SQL Server 2012
12 44 (18.80%) .NET
13 41 (17.52%) Windows
14 40 (17.09%) Software Engineering
14 40 (17.09%) Degree
15 39 (16.67%) Finance
16 38 (16.24%) HTML
17 37 (15.81%) QlikView
18 34 (14.53%) Test Automation
18 34 (14.53%) Java
19 32 (13.68%) C#
20 31 (13.25%) JavaScript
21 30 (12.82%) Migration
21 30 (12.82%) Scrum
22 29 (12.39%) XML
22 29 (12.39%) Microsoft Azure
22 29 (12.39%) QA

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 27 (11.54%) IIS
2 15 (6.41%) BizTalk Server
2 15 (6.41%) SharePoint
3 10 (4.27%) Oracle SOA Suite
4 4 (1.71%) Confluence
5 2 (0.85%) Apache Spark
6 1 (0.43%) Alfresco
6 1 (0.43%) Apache
6 1 (0.43%) CMS
6 1 (0.43%) MQSeries
Applications
1 6 (2.56%) Microsoft Excel
2 5 (2.14%) SPSS
2 5 (2.14%) SPSS Modeler
3 3 (1.28%) Microsoft Office
4 1 (0.43%) MS Visio
Business Applications
1 6 (2.56%) Oracle EBS
1 6 (2.56%) Oracle HRMS
2 4 (1.71%) Oracle EBS R12
3 1 (0.43%) Cognos Business Intelligence
3 1 (0.43%) Cognos TM1
3 1 (0.43%) Dynamics AX
3 1 (0.43%) HFM
3 1 (0.43%) Hyperion Planning
3 1 (0.43%) SAP BPC
Cloud Services
1 29 (12.39%) Microsoft Azure
2 18 (7.69%) Amazon AWS
3 6 (2.56%) Salesforce Sales Cloud
3 6 (2.56%) Salesforce Service Cloud
4 3 (1.28%) SaaS
5 2 (0.85%) Google Cloud Platform
6 1 (0.43%) Amazon S3
6 1 (0.43%) G Suite
6 1 (0.43%) Google App Engine
6 1 (0.43%) Google Compute Engine
6 1 (0.43%) IaaS
Communications & Networking
1 2 (0.85%) Firewall
2 1 (0.43%) Extranet
2 1 (0.43%) Internet
2 1 (0.43%) Intranet
Database & Business Intelligence
1 143 (61.11%) SQL Server
2 103 (44.02%) Data Warehouse
3 88 (37.61%) SQL Server Integration Services
4 74 (31.62%) SQL Server Reporting Services
5 51 (21.79%) Power BI
6 44 (18.80%) SQL Server 2012
7 37 (15.81%) QlikView
8 28 (11.97%) SQL Server 2014
9 27 (11.54%) SQL Server Analysis Services
10 26 (11.11%) NoSQL
10 26 (11.11%) Relational Database
11 25 (10.68%) MongoDB
12 22 (9.40%) Enterprise Data Warehouse
13 14 (5.98%) OLAP
13 14 (5.98%) Oracle Reports
14 13 (5.56%) BusinessObjects
15 12 (5.13%) Big Data
16 11 (4.70%) MySQL
16 11 (4.70%) Oracle Database
17 10 (4.27%) Oracle BI EE
Development Applications
1 45 (19.23%) Team Foundation Server
2 17 (7.26%) Visual Studio
3 5 (2.14%) JIRA
3 5 (2.14%) RStudio
4 4 (1.71%) MSTest
5 3 (1.28%) ERwin
5 3 (1.28%) Git (software)
5 3 (1.28%) NUnit
5 3 (1.28%) SQL Server Management Studio (SSMS)
6 2 (0.85%) Oracle Forms
7 1 (0.43%) Jenkins
7 1 (0.43%) Talend Open Studio
7 1 (0.43%) TeamCity
7 1 (0.43%) TestRail
General
1 39 (16.67%) Finance
2 24 (10.26%) Marketing
3 22 (9.40%) Retail
4 10 (4.27%) Advertising
5 8 (3.42%) Manufacturing
6 7 (2.99%) Telecoms
7 3 (1.28%) Electronics
8 2 (0.85%) Banking
8 2 (0.85%) Publishing
9 1 (0.43%) Aerospace
9 1 (0.43%) General Ledger
9 1 (0.43%) Legal
Job Titles
1 121 (51.71%) Developer
2 58 (24.79%) Business Intelligence Developer
3 46 (19.66%) Analyst
4 30 (12.82%) Senior Developer
5 27 (11.54%) SQL Developer
6 23 (9.83%) Lead Developer
6 23 (9.83%) Software Engineer
7 20 (8.55%) DBA
7 20 (8.55%) Developer/Software Engineer
8 18 (7.69%) Administrator
9 17 (7.26%) SQL BI Developer
10 15 (6.41%) .NET Developer
11 14 (5.98%) ETL Developer
11 14 (5.98%) Integration Developer
11 14 (5.98%) Senior Business Intelligence Developer
11 14 (5.98%) SSRS Developer
12 13 (5.56%) Business Intelligence Lead
13 12 (5.13%) QA Test Engineer
13 12 (5.13%) SSIS Developer
13 12 (5.13%) Test Engineer
Libraries, Frameworks & Software Standards
1 44 (18.80%) .NET
2 38 (16.24%) HTML
3 29 (12.39%) XML
4 24 (10.26%) Web Services
5 16 (6.84%) REST
6 15 (6.41%) .NET Framework
6 15 (6.41%) ASP.NET
7 13 (5.56%) SOAP
8 10 (4.27%) CSS
9 7 (2.99%) Middleware
10 6 (2.56%) ASP.NET Web API
11 4 (1.71%) jQuery
11 4 (1.71%) Visualforce
12 3 (1.28%) LINQ
12 3 (1.28%) WCF
12 3 (1.28%) WF
12 3 (1.28%) WPF
13 2 (0.85%) ASP.NET Web Forms
13 2 (0.85%) HTML5
13 2 (0.85%) WinForms
Miscellaneous
1 45 (19.23%) Management Information System
2 28 (11.97%) Analytical Skills
3 25 (10.68%) Renewable Energy
4 18 (7.69%) Data Structures
5 16 (6.84%) Computer Science
6 15 (6.41%) Enterprise Software
7 5 (2.14%) FMCG
8 4 (1.71%) Greenfield Project
9 3 (1.28%) Replication
9 3 (1.28%) User Experience
10 2 (0.85%) Clustering
10 2 (0.85%) Fintech
11 1 (0.43%) Data Protection Act
11 1 (0.43%) Smart City
Operating Systems
1 41 (17.52%) Windows
2 24 (10.26%) Windows Server
3 21 (8.97%) Windows Server 2003
4 13 (5.56%) Solaris
4 13 (5.56%) Unix
5 2 (0.85%) Linux
6 1 (0.43%) CentOS
6 1 (0.43%) Fedora
6 1 (0.43%) Red Hat Enterprise Linux
6 1 (0.43%) VMS
Processes & Methodologies
1 126 (53.85%) Business Intelligence
2 65 (27.78%) Agile Software Development
3 40 (17.09%) Software Engineering
4 34 (14.53%) Test Automation
5 30 (12.82%) Migration
5 30 (12.82%) Scrum
6 27 (11.54%) Data Integration
6 27 (11.54%) ITIL
7 25 (10.68%) Service Delivery
8 23 (9.83%) Data Management
8 23 (9.83%) Data Modelling
9 22 (9.40%) Continuous Integration
9 22 (9.40%) SDLC
10 21 (8.97%) Continuous Improvement
10 21 (8.97%) Customer Requirements
10 21 (8.97%) Data Analysis
10 21 (8.97%) Line Management
10 21 (8.97%) UML
10 21 (8.97%) Unit Testing
11 20 (8.55%) Refactoring
Programming Languages
1 178 (76.07%) SQL
2 79 (33.76%) T-SQL
3 34 (14.53%) Java
4 32 (13.68%) C#
5 31 (13.25%) JavaScript
6 26 (11.11%) C++
7 23 (9.83%) C
8 15 (6.41%) PL/SQL
9 10 (4.27%) PHP
10 8 (3.42%) VB.NET
11 6 (2.56%) VBA
12 5 (2.14%) PowerShell
12 5 (2.14%) Python
13 4 (1.71%) Apex Code
13 4 (1.71%) R
14 2 (0.85%) Perl
14 2 (0.85%) VB
15 1 (0.43%) AWK
15 1 (0.43%) Bash Shell
15 1 (0.43%) Shell Script
Qualifications
1 40 (17.09%) Degree
2 25 (10.68%) Security Cleared
3 24 (10.26%) SC Cleared
4 14 (5.98%) ISTQB
5 13 (5.56%) ISEB
6 6 (2.56%) Postgraduate
7 4 (1.71%) Numerate Degree
8 3 (1.28%) Computer Science Degree
8 3 (1.28%) MCP
8 3 (1.28%) Microsoft Certification
9 1 (0.43%) ISTQB Foundation Certification
9 1 (0.43%) MCDBA
9 1 (0.43%) MCITP
9 1 (0.43%) MCTS
Quality Assurance & Compliance
1 29 (12.39%) QA
2 10 (4.27%) Data Quality
3 1 (0.43%) GDPR
3 1 (0.43%) SLA
System Software
1 1 (0.43%) Active Directory
1 1 (0.43%) Docker
1 1 (0.43%) iptables
1 1 (0.43%) KVM
1 1 (0.43%) Virtual Machines
1 1 (0.43%) VMware Infrastructure
1 1 (0.43%) vSphere
1 1 (0.43%) Xen
Systems Management
1 3 (1.28%) Ansible
1 3 (1.28%) Opscode Chef
1 3 (1.28%) Puppet
1 3 (1.28%) Systems Management Server (SMS)
2 2 (0.85%) Perfmon
3 1 (0.43%) HP Quality Center
3 1 (0.43%) Salt
Vendors
1 79 (33.76%) Microsoft
2 57 (24.36%) Oracle
3 14 (5.98%) Informatica
4 13 (5.56%) Tableau
4 13 (5.56%) VMware
5 12 (5.13%) NetApp
5 12 (5.13%) SAP
6 8 (3.42%) Salesforce.com
7 6 (2.56%) IBM
8 4 (1.71%) Siebel
8 4 (1.71%) Sybase
9 3 (1.28%) Alterian
10 2 (0.85%) Adobe
10 2 (0.85%) Apteco
10 2 (0.85%) DevExpress
10 2 (0.85%) Google
10 2 (0.85%) SaltStack
10 2 (0.85%) Teradata
11 1 (0.43%) HP
11 1 (0.43%) Hyperion
Taunton
Nigel Frank International
Salary: £30000 - £36000 per annum + Pension, Negotiable
Posted: 9 hours ago
Exeter, Devon
Redrock Consulting Ltd
Salary: £28000 - £35000 per annum + 25 hol + pension Cont
Posted: 9 hours ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £40000.00 - £50000.00 per annum
Posted: 10 hours ago
Chippenham
Nigel Frank International
Salary: £28000 - £34000 per annum + pension, negotiable
Posted: 3 days ago
Bristol, Avon
Harvey Nash plc
Salary: £28000 - £33000 per annum + Fantastic Benefits
Posted: 3 days ago
Exeter, Devon
Redrock Consulting Ltd
Salary: £28000 - £35000 per annum + 25 hol + pension Cont
Posted: 3 days ago
Cheltenham, Gloucestershire
Searchability
Salary: £55000 - £75000 per annum + Benefits
Posted: 5 hours ago
Bristol, Avon
CPS Group UK
Salary: £35000 - £45000 per annum
Posted: 4 days ago
Salisbury
Nigel Frank International
Salary: £30000 - £47000 per annum + Pension, Negotiable
Posted: 5 days ago
Gloucester, Gloucestershire
Opus Recruitment Solutions Ltd
Salary: £35000 - £50000 per annum
Posted: 4 days ago
Gloucester, Gloucestershire
Opus Recruitment Solutions Ltd
Salary: £35000 - £50000 per annum
Posted: 4 days ago
Bristol, Avon
Sanderson
Salary: £40000 - £45000 per annum
Posted: 13 days ago
Bath
CPS Group Limited
Salary: £30000 - £35000 per annum
Posted: 19 days ago
Bath
CPS Group Limited
Salary: £30000 - £37000 per annum + Pension,
Posted: 17 days ago