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 5 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 108 136 154
Rank change year-on-year
+28 +18
Permanent jobs citing ETL 152 117 77
As % of all permanent IT jobs located in the South West 2.73% 1.92% 1.33%
As % of the Processes & Methodologies category 3.13% 2.24% 1.55%
Number of salaries quoted 114 70 66
Median salary £41,000 £42,500 £43,750
Median salary % change year-on-year
-3.52% -2.85%
90% offered a salary of more than £32,000 £32,500 £33,000
10% offered a salary of more than £55,000 £72,500 £70,000
UK excluding London median salary £45,000 £45,000 £45,000
ETL
England

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
4858 5222 4983
As % of all permanent IT jobs located in the South West 87.17% 85.85% 85.99%
Number of salaries quoted 4040 4277 4133
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £30,000 £28,000 £27,500
10% offered a salary of more than £65,000 £60,000 £62,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 5 May 2016.

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 5 May 2016. 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
(Click see detailed
statistics and trends)
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
Wiltshire +22 51 £52,500 +44.82%
Somerset +25 32 £42,250 -23.18% 2
Gloucestershire -6 26 £40,500 -28.00% 1
Bristol +5 22 £37,500 -6.25% 6
Devon +10 6 £37,250 -37.91%
Dorset -6 3 £57,500 -20.68%
ETL
England

ETL
Top 30 Related IT Skills in the South West

For the 6 months to 5 May 2016, 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.

1 244 (85.02%) SQL
2 181 (63.07%) Business Intelligence
3 155 (54.01%) SQL Server
4 150 (52.26%) Data Warehouse
5 130 (45.30%) SQL Server Integration Services
6 129 (44.95%) Oracle
7 80 (27.87%) SQL Server Analysis Services
8 78 (27.18%) SQL Server Reporting Services
9 72 (25.09%) Microsoft
10 71 (24.74%) Data Analysis
11 70 (24.39%) SAP
12 68 (23.69%) T-SQL
13 63 (21.95%) BusinessObjects
14 59 (20.56%) Finance
14 59 (20.56%) Analytical Skills
15 58 (20.21%) Agile Software Development
16 53 (18.47%) Analytics
17 52 (18.12%) Visualisation
18 49 (17.07%) Oracle Database
19 48 (16.72%) SAP Data Services
19 48 (16.72%) Oracle Database 11g
19 48 (16.72%) Java
20 45 (15.68%) Kimball Methodology
21 44 (15.33%) Data Visualisation
21 44 (15.33%) PL/SQL
22 42 (14.63%) MySQL
23 40 (13.94%) Windows
23 40 (13.94%) SQL Server 2008
24 39 (13.59%) NoSQL
24 39 (13.59%) Oracle Database 12c

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 30 (10.45%) CMS
2 21 (7.32%) SAS
3 16 (5.57%) SharePoint
4 14 (4.88%) IIS
5 13 (4.53%) Apache Spark
6 12 (4.18%) Apache Pig
7 5 (1.74%) BizTalk Server
8 4 (1.39%) Mule
8 4 (1.39%) Mule ESB
9 2 (0.70%) PowerExchange
10 1 (0.35%) Oracle 10gAS
Applications
1 35 (12.20%) MS Excel
2 8 (2.79%) MS Office
3 5 (1.74%) MS PowerPoint
4 4 (1.39%) MS Visio
5 3 (1.05%) DOC1
5 3 (1.05%) OmniGraffle
5 3 (1.05%) PrintSoft PReS
6 1 (0.35%) MS Project
Business Applications
1 15 (5.23%) FastStats
2 11 (3.83%) SAP Oil and Gas
3 7 (2.44%) Dynamics CRM
4 5 (1.74%) Dynamics AX
4 5 (1.74%) Salesforce.com CRM
5 3 (1.05%) Exstream
5 3 (1.05%) PlanetPress Connect
6 2 (0.70%) Cognos Business Intelligence
7 1 (0.35%) Oracle 11i
7 1 (0.35%) Oracle Applications
7 1 (0.35%) Oracle EBS
7 1 (0.35%) Oracle EBS R12
Cloud Services
1 16 (5.57%) Microsoft Azure
2 9 (3.14%) Amazon AWS
3 3 (1.05%) Amazon ElastiCache
4 1 (0.35%) SaaS
Database & Business Intelligence
1 155 (54.01%) SQL Server
2 150 (52.26%) Data Warehouse
3 130 (45.30%) SQL Server Integration Services
4 80 (27.87%) SQL Server Analysis Services
5 78 (27.18%) SQL Server Reporting Services
6 63 (21.95%) BusinessObjects
7 49 (17.07%) Oracle Database
8 48 (16.72%) Oracle Database 11g
8 48 (16.72%) SAP Data Services
9 42 (14.63%) MySQL
10 40 (13.94%) SQL Server 2008
11 39 (13.59%) NoSQL
11 39 (13.59%) Oracle Database 12c
12 38 (13.24%) MongoDB
13 37 (12.89%) SAP BI
14 32 (11.15%) BODI
14 32 (11.15%) BusinessObjects Web Intelligence
14 32 (11.15%) SQLPlus
15 30 (10.45%) Lumira
16 21 (7.32%) Big Data
Development Applications
1 39 (13.59%) Toad
2 16 (5.57%) Team Foundation Server
3 9 (3.14%) NUnit
4 8 (2.79%) Visual Studio
5 7 (2.44%) ERwin
6 4 (1.39%) Git (software)
6 4 (1.39%) Gradle
6 4 (1.39%) Hudson
6 4 (1.39%) Selenium
6 4 (1.39%) Subversion
7 3 (1.05%) Balsamiq Mockups
7 3 (1.05%) Talend Open Studio
8 1 (0.35%) JIRA
General
1 59 (20.56%) Finance
2 28 (9.76%) Retail
3 18 (6.27%) Marketing
4 17 (5.92%) Telecoms
5 11 (3.83%) Banking
5 11 (3.83%) Electronics
5 11 (3.83%) Manufacturing
6 9 (3.14%) Legal
7 3 (1.05%) Law
8 2 (0.70%) Advertising
8 2 (0.70%) Back Office
9 1 (0.35%) Pharmaceutical
Job Titles
1 158 (55.05%) Developer
2 70 (24.39%) Business Intelligence Developer
3 60 (20.91%) Analyst
4 52 (18.12%) SQL Developer
5 27 (9.41%) Business Developer
5 27 (9.41%) DBA
5 27 (9.41%) SSIS Developer
6 26 (9.06%) SQL BI Developer
7 24 (8.36%) Data Analyst
7 24 (8.36%) Senior Developer
7 24 (8.36%) SQL DBA
8 21 (7.32%) SQL Analyst
8 21 (7.32%) SQL Data Analyst
9 20 (6.97%) Senior Analyst
10 19 (6.62%) Analyst Developer
11 17 (5.92%) Data Warehouse Developer
11 17 (5.92%) ETL Developer
11 17 (5.92%) SSRS Developer
12 16 (5.57%) Lead Developer
13 15 (5.23%) Java Developer
Libraries, Frameworks & Software Standards
1 39 (13.59%) .NET
2 35 (12.20%) HTML
3 24 (8.36%) XML
4 23 (8.01%) ASP.NET
5 21 (7.32%) .NET Framework
6 11 (3.83%) JSON
6 11 (3.83%) Spark Streaming
7 10 (3.48%) ODBC
7 10 (3.48%) SOAP
7 10 (3.48%) Web Services
8 8 (2.79%) CSS
8 8 (2.79%) MDX
9 6 (2.09%) HTML5
9 6 (2.09%) JMS
9 6 (2.09%) REST
10 4 (1.39%) Hibernate
10 4 (1.39%) SAP XI
10 4 (1.39%) Spring
10 4 (1.39%) Spring Batch
10 4 (1.39%) WCF
Miscellaneous
1 59 (20.56%) Analytical Skills
2 52 (18.12%) Visualisation
3 28 (9.76%) Data Integration
4 20 (6.97%) Management Information System
5 10 (3.48%) Clustering
6 9 (3.14%) Cybercrime
7 8 (2.79%) Data Structures
8 5 (1.74%) Credit Risk
8 5 (1.74%) Enterprise Software
8 5 (1.74%) SWIFT
9 4 (1.39%) Data Conversion
9 4 (1.39%) NHS
10 2 (0.70%) Cyberthreat
10 2 (0.70%) iPad
10 2 (0.70%) PMI
11 1 (0.35%) Computer Science
11 1 (0.35%) Mathematics
11 1 (0.35%) Statistics
Operating Systems
1 40 (13.94%) Windows
2 18 (6.27%) Windows Server
2 18 (6.27%) Windows Server 2003
3 3 (1.05%) Linux
4 1 (0.35%) Unix
Processes & Methodologies
1 181 (63.07%) Business Intelligence
2 71 (24.74%) Data Analysis
3 58 (20.21%) Agile Software Development
4 53 (18.47%) Analytics
5 45 (15.68%) Kimball Methodology
6 44 (15.33%) Data Visualisation
7 37 (12.89%) Data Modelling
7 37 (12.89%) Scrum
8 35 (12.20%) Change Control
8 35 (12.20%) ITIL
9 32 (11.15%) Data Management
9 32 (11.15%) Requirements Analysis
10 27 (9.41%) Data Analytics
11 23 (8.01%) Unit Testing
12 22 (7.67%) ETL Development
13 21 (7.32%) Automated Testing
13 21 (7.32%) UML
14 19 (6.62%) E-Commerce
15 18 (6.27%) Refactoring
15 18 (6.27%) Service Delivery
Programming Languages
1 244 (85.02%) SQL
2 68 (23.69%) T-SQL
3 48 (16.72%) Java
4 44 (15.33%) PL/SQL
5 39 (13.59%) JavaScript
6 28 (9.76%) C#
7 27 (9.41%) Python
8 21 (7.32%) C++
9 12 (4.18%) C
9 12 (4.18%) R
9 12 (4.18%) Scala
10 6 (2.09%) PowerShell
10 6 (2.09%) VB.NET
11 3 (1.05%) VB
11 3 (1.05%) VBA
12 2 (0.70%) SAS Macro
13 1 (0.35%) PHP
Qualifications
1 32 (11.15%) Degree
2 21 (7.32%) Security Cleared
3 7 (2.44%) DV Cleared
3 7 (2.44%) SC Cleared
4 5 (1.74%) PMI Certification
5 3 (1.05%) PMP
Quality Assurance & Compliance
1 11 (3.83%) Data Quality
2 5 (1.74%) ISO 14001
2 5 (1.74%) ISO 9001
2 5 (1.74%) SLA
System Software
1 1 (0.35%) Oracle RAC
Systems Management
1 5 (1.74%) Perfmon
2 1 (0.35%) Oracle Enterprise Manager
Vendors
1 129 (44.95%) Oracle
2 72 (25.09%) Microsoft
3 70 (24.39%) SAP
4 17 (5.92%) Tableau
5 14 (4.88%) Informatica
6 11 (3.83%) TIBCO
7 8 (2.79%) Cognos
8 6 (2.09%) Salesforce.com
9 5 (1.74%) Bloomberg
9 5 (1.74%) RedGate
9 5 (1.74%) Remedy
9 5 (1.74%) Reuters
10 3 (1.05%) Alteryx
10 3 (1.05%) IBM
10 3 (1.05%) Jaspersoft
10 3 (1.05%) Talend
11 2 (0.70%) Cloudera
11 2 (0.70%) i2
11 2 (0.70%) Telerik
12 1 (0.35%) Sage
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