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 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 177 152 132
Rank change year-on-year
-25 -20
Permanent jobs citing ETL 77 102 114
As % of all permanent IT jobs located in the South West 1.36% 1.71% 1.84%
As % of the Processes & Methodologies category 1.55% 1.96% 2.17%
Number of salaries quoted 60 85 80
Median salary £42,500 £47,500 £45,000
Median salary % change year-on-year
-10.52% +5.55%
90% offered a salary of more than £34,750 £34,400 £30,900
10% offered a salary of more than £55,000 £64,000 £60,000
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
4961 5208 5247
As % of all permanent IT jobs located in the South West 87.71% 87.40% 84.74%
Number of salaries quoted 4163 4391 4319
Median salary £42,500 £41,500 £40,000
Median salary % change year-on-year
+2.40% +3.75%
90% offered a salary of more than £28,000 £29,000 £27,500
10% offered a salary of more than £62,500 £60,750 £62,500
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 29 September 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 29 September 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
Somerset +10 25 £39,500 -34.16% 4
Bristol +4 19 £47,500 - 6
Wiltshire -26 13 £48,750 -2.50% 1
Gloucestershire -20 7 £47,500 +5.55% 2
Dorset +14 6 £45,000 +12.50% 3
Cornwall - 3 - -
Devon +5 1 £37,500 -6.25%
ETL
England

ETL
Top 30 Related IT Skills in the South West

For the 6 months to 29 September 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.

1 138 (72.63%) SQL
2 101 (53.16%) Business Intelligence
3 99 (52.11%) Oracle
4 95 (50.00%) SQL Server
5 78 (41.05%) Data Warehouse
6 61 (32.11%) SQL Server Integration Services
7 49 (25.79%) Java
8 46 (24.21%) NoSQL
9 42 (22.11%) JavaScript
9 42 (22.11%) Analytics
10 41 (21.58%) MongoDB
10 41 (21.58%) Microsoft
11 40 (21.05%) SQL Server Reporting Services
12 39 (20.53%) Analytical Skills
13 38 (20.00%) Agile Software Development
14 35 (18.42%) Windows
15 34 (17.89%) Data Modelling
15 34 (17.89%) Finance
16 32 (16.84%) Security Cleared
17 30 (15.79%) SQL Server Analysis Services
17 30 (15.79%) HTML
18 29 (15.26%) Informatica
19 28 (14.74%) Degree
19 28 (14.74%) Big Data
20 27 (14.21%) Hadoop
20 27 (14.21%) C#
20 27 (14.21%) T-SQL
20 27 (14.21%) .NET
20 27 (14.21%) MS Excel
21 26 (13.68%) ITIL

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 23 (12.11%) IIS
2 19 (10.00%) Apache Spark
3 18 (9.47%) SharePoint
4 17 (8.95%) SAS
5 13 (6.84%) Apache Pig
6 4 (2.11%) PowerExchange
7 3 (1.58%) Elasticsearch
8 1 (0.53%) BizTalk Server
8 1 (0.53%) Confluence
8 1 (0.53%) Oracle 10gAS
8 1 (0.53%) SharePoint 2013
Applications
1 27 (14.21%) MS Excel
2 5 (2.63%) MS Office
2 5 (2.63%) MS PowerPoint
3 2 (1.05%) DOC1
3 2 (1.05%) PrintSoft PReS
4 1 (0.53%) Gliffy
4 1 (0.53%) MS Visio
4 1 (0.53%) OmniGraffle
Business Applications
1 5 (2.63%) Oracle Utilities
2 2 (1.05%) Exstream
2 2 (1.05%) PlanetPress Connect
2 2 (1.05%) SAP Oil and Gas
3 1 (0.53%) Dynamics CRM
3 1 (0.53%) FastStats
3 1 (0.53%) Oracle 11i
3 1 (0.53%) Oracle Applications
3 1 (0.53%) Oracle EBS
3 1 (0.53%) Oracle EBS R12
3 1 (0.53%) SAP CRM
3 1 (0.53%) Unit4 Business World
Cloud Services
1 26 (13.68%) Microsoft Azure
2 3 (1.58%) AtomSphere
2 3 (1.58%) Boomi
2 3 (1.58%) PaaS
3 2 (1.05%) Amazon AWS
3 2 (1.05%) iPaaS
4 1 (0.53%) Azure Machine Learning
4 1 (0.53%) IaaS
4 1 (0.53%) Lucidchart
Communications & Networking
1 1 (0.53%) Diameter Protocol
1 1 (0.53%) GPRS
1 1 (0.53%) GSM
1 1 (0.53%) INAP
1 1 (0.53%) ISUP
1 1 (0.53%) LTE
1 1 (0.53%) SS7
1 1 (0.53%) UMTS
1 1 (0.53%) VoLTE
1 1 (0.53%) VoWiFi
1 1 (0.53%) WCDMA
Database & Business Intelligence
1 95 (50.00%) SQL Server
2 78 (41.05%) Data Warehouse
3 61 (32.11%) SQL Server Integration Services
4 46 (24.21%) NoSQL
5 41 (21.58%) MongoDB
6 40 (21.05%) SQL Server Reporting Services
7 30 (15.79%) SQL Server Analysis Services
8 28 (14.74%) Big Data
9 27 (14.21%) Hadoop
10 24 (12.63%) BusinessObjects
11 21 (11.05%) MySQL
12 20 (10.53%) Relational Database
13 19 (10.00%) Oracle Database
14 18 (9.47%) QlikView
15 16 (8.42%) Amazon Redshift
15 16 (8.42%) Impala
16 15 (7.89%) Oracle Database 11g
17 14 (7.37%) Parquet
18 13 (6.84%) Apache Hive
18 13 (6.84%) Neo4j
Development Applications
1 26 (13.68%) Team Foundation Server
2 10 (5.26%) NUnit
3 5 (2.63%) Visual Studio
4 4 (2.11%) ERwin
5 2 (1.05%) Toad
6 1 (0.53%) Balsamiq Mockups
6 1 (0.53%) JIRA
6 1 (0.53%) LSMW
6 1 (0.53%) Selenium
6 1 (0.53%) Talend Open Studio
General
1 34 (17.89%) Finance
2 8 (4.21%) Marketing
3 6 (3.16%) Manufacturing
4 5 (2.63%) Retail
5 4 (2.11%) Advertising
5 4 (2.11%) Telecoms
6 2 (1.05%) Electronics
6 2 (1.05%) Legal
7 1 (0.53%) Banking
Job Titles
1 119 (62.63%) Developer
2 47 (24.74%) Business Intelligence Developer
3 43 (22.63%) Analyst
4 31 (16.32%) Data Analyst
5 22 (11.58%) SQL Developer
6 21 (11.05%) Senior Developer
7 17 (8.95%) Business Developer
8 16 (8.42%) Analyst Developer
9 15 (7.89%) Data Scientist
10 14 (7.37%) Java Developer
10 14 (7.37%) Oracle Developer
11 13 (6.84%) Integration Developer
12 12 (6.32%) SSIS Developer
13 11 (5.79%) C# Developer
14 10 (5.26%) Data Warehouse Developer
14 10 (5.26%) Informatica Developer
14 10 (5.26%) SQL BI Developer
14 10 (5.26%) SQL Server Developer
15 8 (4.21%) Developer Analyst
15 8 (4.21%) ETL Developer
Libraries, Frameworks & Software Standards
1 30 (15.79%) HTML
2 27 (14.21%) .NET
3 23 (12.11%) XML
4 16 (8.42%) .NET Framework
5 13 (6.84%) ASP.NET
5 13 (6.84%) JSON
5 13 (6.84%) Spark Streaming
6 5 (2.63%) Hibernate
6 5 (2.63%) ODBC
7 4 (2.11%) EDI
8 3 (1.58%) ELK Stack
8 3 (1.58%) Kafka
8 3 (1.58%) Web Services
9 2 (1.05%) J2EE
9 2 (1.05%) Middleware
9 2 (1.05%) REST
9 2 (1.05%) SOAP
9 2 (1.05%) XSD
9 2 (1.05%) XSLT
10 1 (0.53%) CSS
Miscellaneous
1 39 (20.53%) Analytical Skills
2 25 (13.16%) Visualisation
3 16 (8.42%) Data Integration
4 13 (6.84%) Data Structures
4 13 (6.84%) Management Information System
5 7 (3.68%) Mathematics
6 6 (3.16%) Cybercrime
7 5 (2.63%) Computer Science
7 5 (2.63%) Enterprise Software
7 5 (2.63%) iPad
7 5 (2.63%) Virtual Team
8 4 (2.11%) Statistics
9 3 (1.58%) Blog
10 1 (0.53%) Clustering
10 1 (0.53%) Inversion of Control
10 1 (0.53%) Physics
10 1 (0.53%) Social Media
Operating Systems
1 35 (18.42%) Windows
2 24 (12.63%) Windows Server
2 24 (12.63%) Windows Server 2003
3 12 (6.32%) Unix
4 6 (3.16%) Linux
5 1 (0.53%) Mac OS
Processes & Methodologies
1 101 (53.16%) Business Intelligence
2 42 (22.11%) Analytics
3 38 (20.00%) Agile Software Development
4 34 (17.89%) Data Modelling
5 26 (13.68%) Automated Testing
5 26 (13.68%) ITIL
5 26 (13.68%) Scrum
6 25 (13.16%) Unit Testing
7 24 (12.63%) Data Analytics
8 23 (12.11%) Data Analysis
8 23 (12.11%) Data Management
9 20 (10.53%) Migration
10 19 (10.00%) Data Visualisation
10 19 (10.00%) Refactoring
11 18 (9.47%) ETL Development
11 18 (9.47%) Machine Learning
12 17 (8.95%) Service Delivery
12 17 (8.95%) UML
13 16 (8.42%) Data Migration
14 15 (7.89%) Kimball Methodology
Programming Languages
1 138 (72.63%) SQL
2 49 (25.79%) Java
3 42 (22.11%) JavaScript
4 27 (14.21%) C#
4 27 (14.21%) T-SQL
5 22 (11.58%) C++
6 21 (11.05%) PL/SQL
7 17 (8.95%) Python
8 15 (7.89%) R
9 14 (7.37%) Scala
10 12 (6.32%) C
11 11 (5.79%) Shell Script
12 10 (5.26%) VB.NET
13 3 (1.58%) VB
14 1 (0.53%) PHP
14 1 (0.53%) VBA
Qualifications
1 32 (16.84%) Security Cleared
2 28 (14.74%) Degree
3 17 (8.95%) SC Cleared
4 7 (3.68%) DV Cleared
5 5 (2.63%) BPSS Clearance
6 2 (1.05%) ITIL Certification
7 1 (0.53%) PhD
7 1 (0.53%) Postgraduate
Quality Assurance & Compliance
1 7 (3.68%) Data Quality
2 4 (2.11%) QA
System Software
1 6 (3.16%) Oracle RAC
2 3 (1.58%) Apache Flume
2 3 (1.58%) Docker
3 1 (0.53%) Virtual Machines
Systems Management
1 3 (1.58%) Kibana
1 3 (1.58%) logstash
2 1 (0.53%) Oracle Enterprise Manager
Vendors
1 99 (52.11%) Oracle
2 41 (21.58%) Microsoft
3 29 (15.26%) Informatica
4 22 (11.58%) SAP
5 17 (8.95%) Tableau
6 13 (6.84%) TIBCO
7 5 (2.63%) Jedox
8 4 (2.11%) Alteryx
9 3 (1.58%) Dell
10 1 (0.53%) Cognos
10 1 (0.53%) Facebook
10 1 (0.53%) Google
10 1 (0.53%) Huawei
10 1 (0.53%) Hyperion
10 1 (0.53%) IBM
10 1 (0.53%) JDA
10 1 (0.53%) Nokia Networks
10 1 (0.53%) Siebel
10 1 (0.53%) Talend
Bournemouth, Dorset
Circle Recruitment
Salary: bonus+bens
Posted: 17 minutes ago
Cheltenham, Gloucestershire
ITR Partners Limited
Posted: 11 hours ago
Bristol, Avon
Southern Lights Recruitment
Salary: £40000 - £50000 per annum + Excellent Benefits
Posted: Yesterday
Taunton, Somerset
Cotterell Consulting
Posted: 19 hours ago
Taunton, Somerset
Cotterell Consulting
Posted: 19 hours ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £35000 - £50000 per annum + Excellent Benefits
Posted: 2 days ago
Bath, Avon
Redrock Consulting Ltd
Salary: £40000 - £47000 per annum + Excellent Benefits
Posted: 5 days ago
Bournemouth
JP Morgan
Salary: Competative Salary and Benefits
Posted: 2 days ago
Bristol, Avon
Senitor Associates
Salary: £45000 per annum
Posted: 3 days ago
Bristol, Avon
Hays Finance Technology
Salary: £35000.00 - £40000.00 per annum
Posted: 5 days ago
Bournemouth, Dorset
JP Morgan
Salary: Competitive + Benefits
Posted: 7 days ago
Bath
People Source Consulting
Salary: £35000 - £45000 per annum + bonus, pension, health care etc
Posted: 23 days ago
Poole, Dorset
LV
Salary: Competitive Salary + Benefits + Bonus
Posted: 20 days ago
Bristol, Avon
Computershare Investor Services
Salary: From £65,000 to £65,000 per annum + Progression Opportunities
Posted: 16 days ago
Gloucestershire
People Source Consulting
Salary: £30000 - £35000 per annum
Posted: 21 days ago