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 24 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 171 149 149
Rank change year-on-year
-22 0
Permanent jobs citing ETL 82 110 93
As % of all permanent IT jobs located in the South West 1.47% 1.85% 1.52%
As % of the Processes & Methodologies category 1.69% 2.14% 1.79%
Number of salaries quoted 66 91 64
Median salary £40,031 £43,596 £47,500
Median salary % change year-on-year
-8.17% -8.21%
90% offered a salary of more than £35,750 £30,000 £30,300
10% offered a salary of more than £55,000 £60,000 £59,250
UK excluding London median salary £45,000 £46,000 £45,000
% change year-on-year
-2.17% +2.22%
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
4843 5143 5184
As % of all permanent IT jobs located in the South West 87.09% 86.50% 85.00%
Number of salaries quoted 4043 4306 4204
Median salary £42,500 £41,000 £40,000
Median salary % change year-on-year
+3.65% +2.50%
90% offered a salary of more than £29,100 £28,500 £27,500
10% offered a salary of more than £62,500 £60,000 £60,000
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 24 August 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 24 August 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 +19 30 £39,500 -24.76% 3
Bristol +17 23 £53,500 +37.53% 6
Gloucestershire -12 9 £45,000 -18.18% 1
Wiltshire -33 6 £50,000 +8.69% 2
Dorset +6 5 £41,250 +3.12%
Cornwall - 4 - -
Devon +7 1 £37,500 -6.25% 1
ETL
England

ETL
Top 30 Related IT Skills in the South West

For the 6 months to 24 August 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.

1 169 (78.97%) SQL
2 113 (52.80%) Oracle
3 112 (52.34%) SQL Server
4 108 (50.47%) Business Intelligence
5 98 (45.79%) Data Warehouse
6 67 (31.31%) SQL Server Integration Services
7 56 (26.17%) Java
8 54 (25.23%) NoSQL
9 52 (24.30%) MongoDB
10 50 (23.36%) JavaScript
11 47 (21.96%) Analytics
12 46 (21.50%) Windows
13 44 (20.56%) Microsoft
14 40 (18.69%) SQL Server Reporting Services
15 39 (18.22%) Analytical Skills
16 38 (17.76%) Data Analysis
16 38 (17.76%) HTML
17 37 (17.29%) SAP
18 36 (16.82%) ITIL
18 36 (16.82%) BusinessObjects
19 35 (16.36%) .NET
20 34 (15.89%) PL/SQL
20 34 (15.89%) Agile Software Development
20 34 (15.89%) Security Cleared
20 34 (15.89%) Visualisation
21 33 (15.42%) Oracle Database
21 33 (15.42%) Automated Testing
21 33 (15.42%) C#
22 32 (14.95%) Data Modelling
22 32 (14.95%) Unit Testing

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 (13.08%) IIS
2 25 (11.68%) SharePoint
3 20 (9.35%) SAS
4 19 (8.88%) Apache Spark
5 16 (7.48%) Apache Pig
6 10 (4.67%) CMS
7 4 (1.87%) PowerExchange
8 2 (0.93%) BizTalk Server
8 2 (0.93%) Elasticsearch
9 1 (0.47%) Oracle 10gAS
9 1 (0.47%) SharePoint 2013
Applications
1 23 (10.75%) MS Excel
2 7 (3.27%) MS Office
3 6 (2.80%) MS PowerPoint
4 3 (1.40%) DOC1
4 3 (1.40%) MS Visio
4 3 (1.40%) OmniGraffle
4 3 (1.40%) PrintSoft PReS
Business Applications
1 4 (1.87%) Dynamics CRM
1 4 (1.87%) Oracle Utilities
1 4 (1.87%) SAP Oil and Gas
2 3 (1.40%) Exstream
2 3 (1.40%) PlanetPress Connect
3 2 (0.93%) FastStats
3 2 (0.93%) Salesforce.com CRM
4 1 (0.47%) Oracle 11i
4 1 (0.47%) Oracle Applications
4 1 (0.47%) Oracle EBS
4 1 (0.47%) Oracle EBS R12
4 1 (0.47%) SAP CRM
Cloud Services
1 26 (12.15%) Microsoft Azure
2 3 (1.40%) AtomSphere
2 3 (1.40%) Boomi
3 1 (0.47%) Amazon AWS
3 1 (0.47%) Amazon ElastiCache
3 1 (0.47%) Azure Machine Learning
3 1 (0.47%) IaaS
3 1 (0.47%) PaaS
Communications & Networking
1 1 (0.47%) Diameter Protocol
1 1 (0.47%) GPRS
1 1 (0.47%) GSM
1 1 (0.47%) INAP
1 1 (0.47%) ISUP
1 1 (0.47%) LTE
1 1 (0.47%) SS7
1 1 (0.47%) UMTS
1 1 (0.47%) VoLTE
1 1 (0.47%) VoWiFi
1 1 (0.47%) WCDMA
Database & Business Intelligence
1 112 (52.34%) SQL Server
2 98 (45.79%) Data Warehouse
3 67 (31.31%) SQL Server Integration Services
4 54 (25.23%) NoSQL
5 52 (24.30%) MongoDB
6 40 (18.69%) SQL Server Reporting Services
7 36 (16.82%) BusinessObjects
8 33 (15.42%) Oracle Database
9 31 (14.49%) SQL Server Analysis Services
10 29 (13.55%) Oracle Database 11g
11 26 (12.15%) Big Data
11 26 (12.15%) Hadoop
12 25 (11.68%) MySQL
12 25 (11.68%) SAP Data Services
13 20 (9.35%) Amazon Redshift
13 20 (9.35%) Oracle BI EE
13 20 (9.35%) Oracle Database 12c
13 20 (9.35%) QlikView
14 17 (7.94%) Impala
15 16 (7.48%) Apache Hive
Development Applications
1 30 (14.02%) Team Foundation Server
2 14 (6.54%) NUnit
3 13 (6.07%) Toad
4 7 (3.27%) ERwin
5 6 (2.80%) Visual Studio
6 3 (1.40%) Balsamiq Mockups
7 2 (0.93%) Talend Open Studio
8 1 (0.47%) JIRA
8 1 (0.47%) LSMW
General
1 31 (14.49%) Finance
2 11 (5.14%) Marketing
3 10 (4.67%) Retail
4 8 (3.74%) Manufacturing
5 6 (2.80%) Telecoms
6 4 (1.87%) Electronics
7 3 (1.40%) Advertising
7 3 (1.40%) Banking
8 2 (0.93%) Legal
Job Titles
1 126 (58.88%) Developer
2 48 (22.43%) Analyst
3 44 (20.56%) Business Intelligence Developer
4 32 (14.95%) Data Analyst
5 29 (13.55%) SQL Developer
6 19 (8.88%) Business Developer
7 17 (7.94%) Analyst Developer
7 17 (7.94%) Data Scientist
7 17 (7.94%) Java Developer
8 16 (7.48%) Oracle Developer
8 16 (7.48%) Senior Developer
9 14 (6.54%) SQL Server Developer
10 13 (6.07%) Integration Developer
10 13 (6.07%) SSIS Developer
11 12 (5.61%) Data Warehouse Developer
11 12 (5.61%) ETL Developer
11 12 (5.61%) SQL BI Developer
12 11 (5.14%) C# Developer
13 10 (4.67%) Developer Analyst
14 9 (4.21%) ETL Analyst
Libraries, Frameworks & Software Standards
1 38 (17.76%) HTML
2 35 (16.36%) .NET
3 24 (11.21%) .NET Framework
4 21 (9.81%) XML
5 20 (9.35%) ASP.NET
6 15 (7.01%) JSON
6 15 (7.01%) Spark Streaming
7 7 (3.27%) ODBC
8 4 (1.87%) Hibernate
9 2 (0.93%) EDI
9 2 (0.93%) ELK Stack
9 2 (0.93%) Kafka
10 1 (0.47%) Boost C++ Libraries
10 1 (0.47%) Middleware
10 1 (0.47%) SAP XI
10 1 (0.47%) Web Services
Miscellaneous
1 39 (18.22%) Analytical Skills
2 34 (15.89%) Visualisation
3 22 (10.28%) Data Integration
4 16 (7.48%) Management Information System
5 15 (7.01%) Data Structures
6 6 (2.80%) Cybercrime
7 4 (1.87%) Enterprise Software
7 4 (1.87%) Mathematics
7 4 (1.87%) Statistics
7 4 (1.87%) Virtual Team
8 3 (1.40%) Blog
8 3 (1.40%) Clustering
8 3 (1.40%) iPad
9 2 (0.93%) Credit Risk
9 2 (0.93%) SWIFT
10 1 (0.47%) Computer Science
10 1 (0.47%) Cyberthreat
10 1 (0.47%) Physics
10 1 (0.47%) Social Media
Operating Systems
1 46 (21.50%) Windows
2 31 (14.49%) Windows Server
2 31 (14.49%) Windows Server 2003
3 10 (4.67%) Unix
4 6 (2.80%) Linux
Processes & Methodologies
1 108 (50.47%) Business Intelligence
2 47 (21.96%) Analytics
3 38 (17.76%) Data Analysis
4 36 (16.82%) ITIL
5 34 (15.89%) Agile Software Development
6 33 (15.42%) Automated Testing
7 32 (14.95%) Data Modelling
7 32 (14.95%) Unit Testing
8 30 (14.02%) Scrum
9 29 (13.55%) Data Analytics
9 29 (13.55%) Data Management
10 27 (12.62%) Data Visualisation
11 26 (12.15%) Refactoring
11 26 (12.15%) UML
12 24 (11.21%) Service Delivery
13 20 (9.35%) Kimball Methodology
13 20 (9.35%) Machine Learning
13 20 (9.35%) Migration
14 16 (7.48%) Big Data Analytics
14 16 (7.48%) Statistical Modelling
Programming Languages
1 169 (78.97%) SQL
2 56 (26.17%) Java
3 50 (23.36%) JavaScript
4 34 (15.89%) PL/SQL
5 33 (15.42%) C#
6 30 (14.02%) C++
7 26 (12.15%) T-SQL
8 20 (9.35%) Python
9 17 (7.94%) R
10 16 (7.48%) Scala
11 13 (6.07%) C
12 11 (5.14%) VB.NET
13 9 (4.21%) Shell Script
14 4 (1.87%) VB
15 1 (0.47%) PowerShell
15 1 (0.47%) SAS Macro
15 1 (0.47%) VBA
Qualifications
1 34 (15.89%) Security Cleared
2 28 (13.08%) Degree
3 17 (7.94%) SC Cleared
4 10 (4.67%) DV Cleared
5 4 (1.87%) BPSS Clearance
6 2 (0.93%) ITIL Certification
7 1 (0.47%) PhD
Quality Assurance & Compliance
1 9 (4.21%) Data Quality
2 3 (1.40%) QA
3 2 (0.93%) SLA
4 1 (0.47%) ISO 14001
4 1 (0.47%) ISO 9001
System Software
1 5 (2.34%) Oracle RAC
2 2 (0.93%) Apache Flume
2 2 (0.93%) Docker
2 2 (0.93%) Virtual Machines
Systems Management
1 2 (0.93%) Kibana
1 2 (0.93%) logstash
2 1 (0.47%) Oracle Enterprise Manager
2 1 (0.47%) Perfmon
Vendors
1 113 (52.80%) Oracle
2 44 (20.56%) Microsoft
3 37 (17.29%) SAP
4 26 (12.15%) Informatica
5 18 (8.41%) Tableau
6 15 (7.01%) TIBCO
7 4 (1.87%) Jedox
8 3 (1.40%) Alteryx
8 3 (1.40%) Dell
9 2 (0.93%) Bloomberg
9 2 (0.93%) Cognos
9 2 (0.93%) Remedy
9 2 (0.93%) Reuters
9 2 (0.93%) Salesforce.com
9 2 (0.93%) Talend
10 1 (0.47%) Cloudera
10 1 (0.47%) Facebook
10 1 (0.47%) Jaspersoft
10 1 (0.47%) Nokia Networks
10 1 (0.47%) RedGate
Bath, Avon
CPS Group UK
Salary: £33000 - £40000 per annum + pension
Posted: 5 hours ago
Bristol, Somerset
James Chase Solutions
Posted: 18 hours ago
Wiltshire
Executive Recruitment Services (ERS)
Salary: £45000 - £55000 per annum
Posted: Yesterday
Bristol, Avon
Redrock Consulting Ltd
Salary: £35000 - £50000 per annum + Excellent Benefits
Posted: 2 days ago
Cheltenham, Gloucestershire
Solutions Recruitment
Salary: Negotiable - depending on experience
Posted: 2 days ago
Exeter, Devon
Redrock Consulting Ltd
Salary: £25000.00 - £33000.00 per annum
Posted: 22 hours ago
Bath
CPS Group Limited
Salary: £25000 - £30000 per annum + pension, training
Posted: 20 days ago
Somerset
Capita Defence & Security Resourcing
Posted: 22 days ago
Bristol, Avon
Computershare Investor Services
Salary: From £40,000 to £50,000 per annum + Progression Opportunities
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Bristol, Avon
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Salary: From £65,000 to £65,000 per annum + Progression Opportunities
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