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

3 months to
26 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 119 143 165
Rank change year-on-year
+24 +22
Permanent jobs citing ETL 129 102 69
As % of all permanent IT jobs located in the South West 2.45% 1.76% 1.17%
As % of the Processes & Methodologies category 2.82% 2.06% 1.37%
Number of salaries quoted 95 72 56
Median salary £40,000 £43,048 £50,000
Median salary % change year-on-year
-7.08% -13.90%
90% offered a salary of more than £31,700 £31,600 £33,000
10% offered a salary of more than £55,000 £72,500 £70,000
UK excluding London median salary £45,000 £45,000 £44,500
% change year-on-year
- +1.12%
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
4577 4961 5039
As % of all permanent IT jobs located in the South West 87.02% 85.52% 85.58%
Number of salaries quoted 3832 4131 4187
Median salary £42,500 £40,000 £41,909
Median salary % change year-on-year
+6.25% -4.55%
90% offered a salary of more than £30,000 £27,500 £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 26 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 26 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 +21 40 £50,000 +36.98%
Gloucestershire -7 25 £54,000 -1.81% 2
Somerset +16 24 £39,500 -39.23% 3
Bristol +11 23 £37,500 +15.38% 10
Devon +6 3 £28,000 -53.33%
Cornwall -11 1 - -
Dorset -13 1 - - 1
ETL
England

ETL
Top 30 Related IT Skills in the South West

For the 6 months to 26 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.

1 234 (84.48%) SQL
2 164 (59.21%) Business Intelligence
3 150 (54.15%) SQL Server
4 134 (48.38%) Data Warehouse
5 129 (46.57%) Oracle
6 116 (41.88%) SQL Server Integration Services
7 71 (25.63%) Data Analysis
8 68 (24.55%) SQL Server Reporting Services
9 67 (24.19%) Microsoft
9 67 (24.19%) SQL Server Analysis Services
10 64 (23.10%) SAP
11 58 (20.94%) T-SQL
12 57 (20.58%) Finance
13 56 (20.22%) BusinessObjects
14 54 (19.49%) Java
14 54 (19.49%) Analytical Skills
15 53 (19.13%) Visualisation
15 53 (19.13%) Agile Software Development
16 52 (18.77%) Analytics
17 47 (16.97%) Oracle Database
18 46 (16.61%) SAP Data Services
18 46 (16.61%) Oracle Database 11g
18 46 (16.61%) JavaScript
19 45 (16.25%) Windows
19 45 (16.25%) MongoDB
19 45 (16.25%) NoSQL
19 45 (16.25%) Data Visualisation
20 44 (15.88%) PL/SQL
21 42 (15.16%) MySQL
22 40 (14.44%) HTML

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 (10.83%) CMS
2 22 (7.94%) SAS
3 20 (7.22%) SharePoint
4 19 (6.86%) IIS
5 15 (5.42%) Apache Spark
6 14 (5.05%) Apache Pig
7 5 (1.81%) BizTalk Server
8 4 (1.44%) Mule
8 4 (1.44%) Mule ESB
9 3 (1.08%) PowerExchange
10 1 (0.36%) Oracle 10gAS
Applications
1 35 (12.64%) MS Excel
2 9 (3.25%) MS Office
3 6 (2.17%) MS PowerPoint
4 3 (1.08%) DOC1
4 3 (1.08%) MS Visio
4 3 (1.08%) OmniGraffle
4 3 (1.08%) PrintSoft PReS
5 1 (0.36%) MS Project
Business Applications
1 12 (4.33%) FastStats
2 10 (3.61%) SAP Oil and Gas
3 7 (2.53%) Dynamics CRM
4 5 (1.81%) Dynamics AX
4 5 (1.81%) Salesforce.com CRM
5 3 (1.08%) Exstream
5 3 (1.08%) PlanetPress Connect
6 2 (0.72%) Cognos Business Intelligence
7 1 (0.36%) Oracle 11i
7 1 (0.36%) Oracle Applications
7 1 (0.36%) Oracle EBS
7 1 (0.36%) Oracle EBS R12
Cloud Services
1 20 (7.22%) Microsoft Azure
2 8 (2.89%) Amazon AWS
3 3 (1.08%) Amazon ElastiCache
Communications & Networking
1 1 (0.36%) Diameter Protocol
1 1 (0.36%) GPRS
1 1 (0.36%) GSM
1 1 (0.36%) INAP
1 1 (0.36%) ISUP
1 1 (0.36%) LTE
1 1 (0.36%) SS7
1 1 (0.36%) UMTS
1 1 (0.36%) VoLTE
1 1 (0.36%) VoWiFi
1 1 (0.36%) WCDMA
Database & Business Intelligence
1 150 (54.15%) SQL Server
2 134 (48.38%) Data Warehouse
3 116 (41.88%) SQL Server Integration Services
4 68 (24.55%) SQL Server Reporting Services
5 67 (24.19%) SQL Server Analysis Services
6 56 (20.22%) BusinessObjects
7 47 (16.97%) Oracle Database
8 46 (16.61%) Oracle Database 11g
8 46 (16.61%) SAP Data Services
9 45 (16.25%) MongoDB
9 45 (16.25%) NoSQL
10 42 (15.16%) MySQL
11 40 (14.44%) Oracle Database 12c
12 37 (13.36%) SQL Server 2008
13 34 (12.27%) SAP BI
14 32 (11.55%) BODI
14 32 (11.55%) BusinessObjects Web Intelligence
14 32 (11.55%) SQLPlus
15 30 (10.83%) Lumira
16 23 (8.30%) Hadoop
Development Applications
1 36 (13.00%) Toad
2 21 (7.58%) Team Foundation Server
3 12 (4.33%) NUnit
4 8 (2.89%) Visual Studio
5 7 (2.53%) ERwin
6 4 (1.44%) Git (software)
6 4 (1.44%) Gradle
6 4 (1.44%) Hudson
6 4 (1.44%) Selenium
6 4 (1.44%) Subversion
7 3 (1.08%) Balsamiq Mockups
7 3 (1.08%) Talend Open Studio
8 1 (0.36%) JIRA
General
1 57 (20.58%) Finance
2 21 (7.58%) Retail
3 17 (6.14%) Marketing
3 17 (6.14%) Telecoms
4 11 (3.97%) Banking
5 10 (3.61%) Electronics
5 10 (3.61%) Manufacturing
6 6 (2.17%) Legal
7 2 (0.72%) Advertising
7 2 (0.72%) Law
Job Titles
1 151 (54.51%) Developer
2 57 (20.58%) Business Intelligence Developer
3 55 (19.86%) Analyst
4 46 (16.61%) SQL Developer
5 27 (9.75%) Data Analyst
6 26 (9.39%) DBA
7 24 (8.66%) SSIS Developer
8 23 (8.30%) Business Developer
8 23 (8.30%) SQL DBA
9 20 (7.22%) Senior Developer
10 19 (6.86%) SQL Analyst
10 19 (6.86%) SQL BI Developer
10 19 (6.86%) SQL Data Analyst
11 18 (6.50%) Java Developer
12 17 (6.14%) Analyst Developer
13 15 (5.42%) Senior Analyst
13 15 (5.42%) SSRS Developer
14 14 (5.05%) Data Scientist
14 14 (5.05%) Data Warehouse Developer
14 14 (5.05%) Lead Developer
Libraries, Frameworks & Software Standards
1 40 (14.44%) HTML
2 39 (14.08%) .NET
3 25 (9.03%) .NET Framework
4 24 (8.66%) XML
5 22 (7.94%) ASP.NET
6 13 (4.69%) JSON
6 13 (4.69%) Spark Streaming
7 11 (3.97%) ODBC
8 9 (3.25%) SOAP
8 9 (3.25%) Web Services
9 8 (2.89%) CSS
10 7 (2.53%) MDX
11 6 (2.17%) HTML5
12 5 (1.81%) JMS
12 5 (1.81%) REST
13 4 (1.44%) Hibernate
13 4 (1.44%) SAP XI
13 4 (1.44%) Spring
13 4 (1.44%) Spring Batch
13 4 (1.44%) WCF
Miscellaneous
1 54 (19.49%) Analytical Skills
2 53 (19.13%) Visualisation
3 26 (9.39%) Data Integration
4 20 (7.22%) Management Information System
5 10 (3.61%) Data Structures
6 9 (3.25%) Clustering
6 9 (3.25%) Cybercrime
7 6 (2.17%) Enterprise Software
8 5 (1.81%) Credit Risk
8 5 (1.81%) SWIFT
9 4 (1.44%) Data Conversion
10 2 (0.72%) Cyberthreat
10 2 (0.72%) iPad
10 2 (0.72%) Mathematics
10 2 (0.72%) PMI
10 2 (0.72%) Statistics
11 1 (0.36%) Blog
11 1 (0.36%) NHS
Operating Systems
1 45 (16.25%) Windows
2 23 (8.30%) Windows Server
2 23 (8.30%) Windows Server 2003
3 3 (1.08%) Linux
4 1 (0.36%) Unix
Processes & Methodologies
1 164 (59.21%) Business Intelligence
2 71 (25.63%) Data Analysis
3 53 (19.13%) Agile Software Development
4 52 (18.77%) Analytics
5 45 (16.25%) Data Visualisation
6 39 (14.08%) ITIL
7 36 (13.00%) Kimball Methodology
7 36 (13.00%) Scrum
8 35 (12.64%) Change Control
9 34 (12.27%) Data Management
10 32 (11.55%) Requirements Analysis
11 31 (11.19%) Data Analytics
12 29 (10.47%) Data Modelling
13 27 (9.75%) Unit Testing
14 26 (9.39%) Automated Testing
14 26 (9.39%) UML
15 23 (8.30%) Refactoring
15 23 (8.30%) Service Delivery
16 22 (7.94%) ETL Development
17 17 (6.14%) CRM
Programming Languages
1 234 (84.48%) SQL
2 58 (20.94%) T-SQL
3 54 (19.49%) Java
4 46 (16.61%) JavaScript
5 44 (15.88%) PL/SQL
6 29 (10.47%) C#
7 26 (9.39%) Python
8 25 (9.03%) C++
9 14 (5.05%) R
9 14 (5.05%) Scala
10 11 (3.97%) C
11 9 (3.25%) VB.NET
12 6 (2.17%) PowerShell
13 3 (1.08%) VB
14 2 (0.72%) SAS Macro
14 2 (0.72%) VBA
15 1 (0.36%) PHP
Qualifications
1 32 (11.55%) Degree
2 24 (8.66%) Security Cleared
3 9 (3.25%) DV Cleared
4 8 (2.89%) SC Cleared
5 5 (1.81%) PMI Certification
6 3 (1.08%) PMP
Quality Assurance & Compliance
1 9 (3.25%) Data Quality
2 5 (1.81%) ISO 14001
2 5 (1.81%) ISO 9001
2 5 (1.81%) SLA
System Software
1 1 (0.36%) Oracle RAC
Systems Management
1 5 (1.81%) Perfmon
2 1 (0.36%) Oracle Enterprise Manager
Vendors
1 129 (46.57%) Oracle
2 67 (24.19%) Microsoft
3 64 (23.10%) SAP
4 18 (6.50%) Tableau
5 15 (5.42%) Informatica
6 13 (4.69%) TIBCO
7 7 (2.53%) Cognos
8 5 (1.81%) Bloomberg
8 5 (1.81%) RedGate
8 5 (1.81%) Remedy
8 5 (1.81%) Reuters
8 5 (1.81%) Salesforce.com
9 3 (1.08%) Alteryx
9 3 (1.08%) IBM
9 3 (1.08%) Jaspersoft
9 3 (1.08%) Talend
10 2 (0.72%) Cloudera
10 2 (0.72%) i2
10 2 (0.72%) Telerik
11 1 (0.36%) Nokia Networks
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