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 31 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 165 151 155
Rank change year-on-year
-14 +4
Permanent jobs citing ETL 84 103 82
As % of all permanent IT jobs located in the South West 1.55% 1.75% 1.34%
As % of the Processes & Methodologies category 1.78% 2.04% 1.57%
Number of salaries quoted 68 86 55
Median salary £40,000 £42,500 £47,500
Median salary % change year-on-year
-5.88% -10.52%
90% offered a salary of more than £37,500 £30,000 £30,600
10% offered a salary of more than £54,150 £61,250 £61,500
UK excluding London median salary £45,000 £47,500 £45,000
% change year-on-year
-5.26% +5.55%
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
4711 5058 5229
As % of all permanent IT jobs located in the South West 86.69% 86.14% 85.36%
Number of salaries quoted 3930 4280 4270
Median salary £42,500 £40,000 £41,000
Median salary % change year-on-year
+6.25% -2.43%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £62,500 £60,000 £60,000
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 31 July 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 31 July 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 26 £39,500 -12.22% 3
Bristol +21 22 £50,000 +57.48% 5
Gloucestershire -10 10 £50,000 -9.09% 2
Wiltshire -15 9 £50,000 +17.64% 2
Dorset +3 4 £41,250 -43.10% 3
Cornwall - 4 - -
Devon - 1 £37,500 -
ETL
England

ETL
Top 30 Related IT Skills in the South West

For the 6 months to 31 July 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.

1 201 (82.04%) SQL
2 131 (53.47%) Oracle
2 131 (53.47%) SQL Server
2 131 (53.47%) Business Intelligence
3 109 (44.49%) Data Warehouse
4 85 (34.69%) SQL Server Integration Services
5 59 (24.08%) NoSQL
6 58 (23.67%) MongoDB
6 58 (23.67%) Data Analysis
7 57 (23.27%) Java
8 55 (22.45%) JavaScript
9 51 (20.82%) SAP
10 50 (20.41%) Visualisation
11 49 (20.00%) Analytics
11 49 (20.00%) Microsoft
12 48 (19.59%) SQL Server Reporting Services
13 47 (19.18%) Windows
14 46 (18.78%) BusinessObjects
15 45 (18.37%) Agile Software Development
16 43 (17.55%) ITIL
16 43 (17.55%) HTML
16 43 (17.55%) Oracle Database
17 42 (17.14%) PL/SQL
17 42 (17.14%) SQL Server Analysis Services
18 41 (16.73%) .NET
18 41 (16.73%) Finance
18 41 (16.73%) Data Visualisation
19 40 (16.33%) Analytical Skills
19 40 (16.33%) Oracle Database 11g
20 38 (15.51%) SAP Data Services

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 28 (11.43%) IIS
2 25 (10.20%) SAS
2 25 (10.20%) SharePoint
3 24 (9.80%) CMS
4 18 (7.35%) Apache Spark
5 16 (6.53%) Apache Pig
6 5 (2.04%) BizTalk Server
7 4 (1.63%) PowerExchange
8 1 (0.41%) Elasticsearch
8 1 (0.41%) Oracle 10gAS
8 1 (0.41%) SharePoint 2013
Applications
1 25 (10.20%) MS Excel
2 10 (4.08%) MS Office
3 6 (2.45%) MS PowerPoint
4 3 (1.22%) DOC1
4 3 (1.22%) MS Visio
4 3 (1.22%) OmniGraffle
4 3 (1.22%) PrintSoft PReS
Business Applications
1 7 (2.86%) Dynamics CRM
2 5 (2.04%) Salesforce.com CRM
2 5 (2.04%) SAP Oil and Gas
3 3 (1.22%) Exstream
3 3 (1.22%) FastStats
3 3 (1.22%) PlanetPress Connect
4 1 (0.41%) Oracle 11i
4 1 (0.41%) Oracle Applications
4 1 (0.41%) Oracle EBS
4 1 (0.41%) Oracle EBS R12
4 1 (0.41%) Oracle Utilities
4 1 (0.41%) SAP CRM
Cloud Services
1 26 (10.61%) Microsoft Azure
2 3 (1.22%) Amazon AWS
2 3 (1.22%) Amazon ElastiCache
3 1 (0.41%) Azure Machine Learning
3 1 (0.41%) IaaS
3 1 (0.41%) PaaS
Communications & Networking
1 1 (0.41%) Diameter Protocol
1 1 (0.41%) GPRS
1 1 (0.41%) GSM
1 1 (0.41%) INAP
1 1 (0.41%) ISUP
1 1 (0.41%) LTE
1 1 (0.41%) SS7
1 1 (0.41%) UMTS
1 1 (0.41%) VoLTE
1 1 (0.41%) VoWiFi
1 1 (0.41%) WCDMA
Database & Business Intelligence
1 131 (53.47%) SQL Server
2 109 (44.49%) Data Warehouse
3 85 (34.69%) SQL Server Integration Services
4 59 (24.08%) NoSQL
5 58 (23.67%) MongoDB
6 48 (19.59%) SQL Server Reporting Services
7 46 (18.78%) BusinessObjects
8 43 (17.55%) Oracle Database
9 42 (17.14%) SQL Server Analysis Services
10 40 (16.33%) Oracle Database 11g
11 38 (15.51%) SAP Data Services
12 34 (13.88%) Oracle Database 12c
13 30 (12.24%) MySQL
14 29 (11.84%) Hadoop
15 28 (11.43%) Big Data
16 27 (11.02%) SAP BI
17 24 (9.80%) BODI
17 24 (9.80%) BusinessObjects Web Intelligence
17 24 (9.80%) Lumira
17 24 (9.80%) SQLPlus
Development Applications
1 31 (12.65%) Team Foundation Server
2 27 (11.02%) Toad
3 15 (6.12%) NUnit
4 9 (3.67%) Visual Studio
5 7 (2.86%) ERwin
6 4 (1.63%) Talend Open Studio
7 3 (1.22%) Balsamiq Mockups
8 1 (0.41%) JIRA
8 1 (0.41%) LSMW
General
1 41 (16.73%) Finance
2 12 (4.90%) Marketing
3 11 (4.49%) Retail
4 8 (3.27%) Manufacturing
5 7 (2.86%) Telecoms
6 6 (2.45%) Banking
7 5 (2.04%) Electronics
8 2 (0.82%) Advertising
8 2 (0.82%) Legal
Job Titles
1 138 (56.33%) Developer
2 48 (19.59%) Analyst
3 45 (18.37%) Business Intelligence Developer
4 38 (15.51%) SQL Developer
5 31 (12.65%) Data Analyst
6 20 (8.16%) Business Developer
7 19 (7.76%) Senior Developer
8 18 (7.35%) Java Developer
9 16 (6.53%) Analyst Developer
9 16 (6.53%) Data Scientist
9 16 (6.53%) SSIS Developer
10 15 (6.12%) Oracle Developer
11 14 (5.71%) C# Developer
11 14 (5.71%) DBA
11 14 (5.71%) ETL Developer
11 14 (5.71%) SQL Server Developer
12 13 (5.31%) Integration Developer
12 13 (5.31%) SQL BI Developer
12 13 (5.31%) SQL DBA
13 12 (4.90%) SQL Analyst
Libraries, Frameworks & Software Standards
1 43 (17.55%) HTML
2 41 (16.73%) .NET
3 30 (12.24%) .NET Framework
4 25 (10.20%) ASP.NET
5 19 (7.76%) XML
6 15 (6.12%) JSON
6 15 (6.12%) Spark Streaming
7 8 (3.27%) ODBC
8 4 (1.63%) SAP XI
9 3 (1.22%) MDX
9 3 (1.22%) WCF
10 2 (0.82%) ASP.NET MVC
10 2 (0.82%) Entity Framework
10 2 (0.82%) LINQ
11 1 (0.41%) ASP.NET MVC 3
11 1 (0.41%) ASP.NET Web Forms
11 1 (0.41%) ELK Stack
11 1 (0.41%) HTML5
11 1 (0.41%) jQuery
11 1 (0.41%) Kafka
Miscellaneous
1 50 (20.41%) Visualisation
2 40 (16.33%) Analytical Skills
3 22 (8.98%) Data Integration
4 20 (8.16%) Management Information System
5 13 (5.31%) Data Structures
6 6 (2.45%) Cybercrime
7 5 (2.04%) Credit Risk
7 5 (2.04%) SWIFT
8 4 (1.63%) Enterprise Software
8 4 (1.63%) iPad
9 3 (1.22%) Clustering
9 3 (1.22%) Mathematics
9 3 (1.22%) Statistics
10 2 (0.82%) Blog
10 2 (0.82%) Cyberthreat
11 1 (0.41%) Virtual Team
Operating Systems
1 47 (19.18%) Windows
2 33 (13.47%) Windows Server
2 33 (13.47%) Windows Server 2003
3 5 (2.04%) Unix
4 4 (1.63%) Linux
Processes & Methodologies
1 131 (53.47%) Business Intelligence
2 58 (23.67%) Data Analysis
3 49 (20.00%) Analytics
4 45 (18.37%) Agile Software Development
5 43 (17.55%) ITIL
6 41 (16.73%) Data Visualisation
7 37 (15.10%) Automated Testing
7 37 (15.10%) Unit Testing
8 33 (13.47%) Data Analytics
8 33 (13.47%) Data Management
9 32 (13.06%) Scrum
10 30 (12.24%) UML
11 28 (11.43%) Refactoring
12 27 (11.02%) Service Delivery
13 25 (10.20%) Change Control
14 24 (9.80%) Requirements Analysis
15 23 (9.39%) Data Modelling
16 22 (8.98%) Migration
17 21 (8.57%) Kimball Methodology
18 18 (7.35%) Machine Learning
Programming Languages
1 201 (82.04%) SQL
2 57 (23.27%) Java
3 55 (22.45%) JavaScript
4 42 (17.14%) PL/SQL
5 35 (14.29%) T-SQL
6 34 (13.88%) C#
7 33 (13.47%) C++
8 20 (8.16%) Python
9 17 (6.94%) R
10 16 (6.53%) Scala
11 11 (4.49%) VB.NET
12 10 (4.08%) C
13 6 (2.45%) PowerShell
14 4 (1.63%) Shell Script
14 4 (1.63%) VB
15 2 (0.82%) SAS Macro
16 1 (0.41%) VBA
Qualifications
1 30 (12.24%) Security Cleared
2 27 (11.02%) Degree
3 14 (5.71%) SC Cleared
4 11 (4.49%) DV Cleared
5 4 (1.63%) BPSS Clearance
6 2 (0.82%) ITIL Certification
Quality Assurance & Compliance
1 9 (3.67%) Data Quality
2 5 (2.04%) ISO 14001
2 5 (2.04%) ISO 9001
2 5 (2.04%) SLA
3 1 (0.41%) QA
System Software
1 2 (0.82%) Oracle RAC
1 2 (0.82%) Virtual Machines
2 1 (0.41%) Apache Flume
2 1 (0.41%) Docker
Systems Management
1 5 (2.04%) Perfmon
2 1 (0.41%) Kibana
2 1 (0.41%) logstash
2 1 (0.41%) Oracle Enterprise Manager
Vendors
1 131 (53.47%) Oracle
2 51 (20.82%) SAP
3 49 (20.00%) Microsoft
4 25 (10.20%) Informatica
5 20 (8.16%) Tableau
6 15 (6.12%) TIBCO
7 5 (2.04%) Bloomberg
7 5 (2.04%) RedGate
7 5 (2.04%) Remedy
7 5 (2.04%) Reuters
7 5 (2.04%) Salesforce.com
8 4 (1.63%) Cognos
8 4 (1.63%) Talend
9 3 (1.22%) Alteryx
9 3 (1.22%) Jaspersoft
10 2 (0.82%) Cloudera
10 2 (0.82%) i2
11 1 (0.41%) Huawei
11 1 (0.41%) Hyperion
11 1 (0.41%) Telerik
Bath, Avon
X4 Group
Salary: £25k - 40k per year
Posted: Yesterday
Bath, Avon
CPS Group UK
Salary: £33000 - £40000 per annum + pension
Posted: 3 days ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £30000 - £50000 per annum + Excellent Benefits
Posted: 3 days ago
Bournemouth, Dorset
Circle Recruitment
Salary: bonus+bens
Posted: 3 days ago
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 2 days ago
Bristol, Avon
Pro-Quest Resourcing Ltd
Salary: £35000 - £45000 Per Annum 35-45K + Benefits
Posted: 3 days ago
Bournemouth, Dorset
Circle Recruitment
Salary: Benefits
Posted: 4 days ago
Bournemouth, Dorset
Ageas Retail Limited
Salary: Competitive basic + benefits
Posted: 3 days ago
Bristol, Avon
Computershare Investor Services
Salary: From £40,000 to £50,000 per annum + Progression Opportunities
Posted: Yesterday
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 2 days ago
Bristol, Avon
Computershare Investor Services
Salary: From £65,000 to £65,000 per annum + Progression Opportunities
Posted: Yesterday
Wiltshire
Executive Recruitment Services (ERS)
Salary: £45000 - £55000 per annum
Posted: 6 days ago
Somerset
Capita Defence & Security Resourcing
Posted: 12 days ago
Malmesbury, Wiltshire
Dyson
Posted: 22 days ago
Bristol, Avon
Which?
Salary: Competitive
Posted: 9 days ago