Period
to 22 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Devon with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 6 months to 22 September 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South West > Devon
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 51 67 81
Rank change year-on-year +16 +14 +4
Permanent jobs citing ETL 10 11 3
As % of all permanent IT jobs advertised in Devon 1.99% 1.79% 0.44%
As % of the Processes & Methodologies category 2.25% 1.95% 0.49%
Number of salaries quoted 7 6 3
Devon median annual salary £40,000 £39,250 £28,000
Median salary % change year-on-year +1.91% +40.18% -30.00%
10th Percentile £29,500 £34,000 £23,100
90th Percentile £49,000 £45,375 £36,700
South West median annual salary £45,000 £40,000 £40,250
% change year-on-year +12.50% -0.62% -10.56%

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Devon with a requirement for process or methodology skills.

All Process and Methodology Skills
Devon
Permanent vacancies with a requirement for process or methodology skills 445 564 617
As % of all permanent IT jobs advertised in Devon 88.65% 91.86% 89.94%
Number of salaries quoted 337 494 556
Devon median annual salary £37,500 £37,500 £35,000
Median salary % change year-on-year - +7.14% -
10th Percentile £24,250 £24,825 £22,500
90th Percentile £62,250 £55,000 £60,000
South West median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% -

ETL
Job Vacancy Trend in Devon

Job postings citing ETL as a percentage of all IT jobs advertised in Devon.

Job vacancy trend for ETL in Devon

ETL
Salary Trend in Devon

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL in Devon.

Salary trend for ETL in Devon

ETL
Salary Histogram in Devon

The salary distribution of IT jobs citing ETL in Devon over the 6 months to 22 September 2018.

Salary histogram for ETL in Devon

ETL
Job Locations in Devon

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Devon region over the 6 months to 22 September 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Exeter +21 6 £40,000 - 1
Plymouth -5 2 £25,000 -35.06%
ETL
South West

For the 6 months to 22 September 2018, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Devon region with a requirement for ETL.

1 7 (70.00%) SQL
2 5 (50.00%) SQL Server
2 5 (50.00%) Data Modelling
2 5 (50.00%) Business Intelligence
3 4 (40.00%) Microsoft
4 3 (30.00%) SQL Server Integration Services
4 3 (30.00%) Data Analysis
4 3 (30.00%) Power BI
4 3 (30.00%) Big Data
5 2 (20.00%) Scorecard
5 2 (20.00%) Degree
5 2 (20.00%) Microsoft Azure
5 2 (20.00%) Talend
5 2 (20.00%) Statistics
5 2 (20.00%) Data Warehouse
5 2 (20.00%) SQL Server Reporting Services
5 2 (20.00%) Mathematics
5 2 (20.00%) Computer Science
5 2 (20.00%) QA
5 2 (20.00%) QlikView
5 2 (20.00%) User Acceptance Testing
5 2 (20.00%) GIS
5 2 (20.00%) Balanced Scorecard
5 2 (20.00%) Python
5 2 (20.00%) XML
5 2 (20.00%) T-SQL
5 2 (20.00%) C#
5 2 (20.00%) Java
5 2 (20.00%) MySQL
5 2 (20.00%) Oracle

ETL
Co-occurring IT Skills in Devon 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:

Cloud Services
1 2 (20.00%) Microsoft Azure
2 1 (10.00%) Amazon AWS
2 1 (10.00%) Amazon EC2
2 1 (10.00%) Virtual Private Cloud
Database & Business Intelligence
1 5 (50.00%) SQL Server
2 3 (30.00%) Big Data
2 3 (30.00%) Power BI
2 3 (30.00%) SQL Server Integration Services
3 2 (20.00%) Data Warehouse
3 2 (20.00%) GIS
3 2 (20.00%) MySQL
3 2 (20.00%) QlikView
3 2 (20.00%) SQL Server Reporting Services
4 1 (10.00%) Amazon RDS
4 1 (10.00%) Amazon Redshift
4 1 (10.00%) Qlik Sense
4 1 (10.00%) Relational Database
4 1 (10.00%) SQL Server Analysis Services
General
1 1 (10.00%) Advertising
1 1 (10.00%) Marketing
1 1 (10.00%) Publishing
Job Titles
1 5 (50.00%) Developer
2 4 (40.00%) Analyst
3 3 (30.00%) Business Intelligence Developer
4 2 (20.00%) Business Analyst
4 2 (20.00%) Data Analyst
4 2 (20.00%) Senior Analyst
4 2 (20.00%) Senior Data Analyst
5 1 (10.00%) Business Developer
5 1 (10.00%) Data Business Analyst
5 1 (10.00%) ETL Analyst
5 1 (10.00%) ETL Developer
5 1 (10.00%) Junior
5 1 (10.00%) Junior Analyst
5 1 (10.00%) Junior Business Analyst
5 1 (10.00%) MySQL Developer
5 1 (10.00%) Project Analyst
5 1 (10.00%) Senior Developer
5 1 (10.00%) Senior ETL Developer
5 1 (10.00%) SSIS Developer
5 1 (10.00%) SSRS Developer
Libraries, Frameworks & Software Standards
1 2 (20.00%) XML
2 1 (10.00%) .NET
2 1 (10.00%) Web Services
Miscellaneous
1 2 (20.00%) Computer Science
2 1 (10.00%) Analytical Skills
2 1 (10.00%) Driving Licence
Operating Systems
1 1 (10.00%) Linux
1 1 (10.00%) Unix
Processes & Methodologies
1 5 (50.00%) Business Intelligence
1 5 (50.00%) Data Modelling
2 3 (30.00%) Data Analysis
3 2 (20.00%) Balanced Scorecard
3 2 (20.00%) Mathematics
3 2 (20.00%) Scorecard
3 2 (20.00%) Statistics
3 2 (20.00%) User Acceptance Testing
4 1 (10.00%) Analytics
4 1 (10.00%) Change Data Capture
4 1 (10.00%) Data Migration
4 1 (10.00%) Data Science
4 1 (10.00%) ETL Development
4 1 (10.00%) Master Data Management
4 1 (10.00%) Migration
4 1 (10.00%) Problem-Solving
4 1 (10.00%) Spatial Analysis
4 1 (10.00%) Statistical Modelling
4 1 (10.00%) Visualisation
4 1 (10.00%) XML Parsing
Programming Languages
1 7 (70.00%) SQL
2 2 (20.00%) C#
2 2 (20.00%) Java
2 2 (20.00%) Python
2 2 (20.00%) T-SQL
3 1 (10.00%) PHP
3 1 (10.00%) R
3 1 (10.00%) VB
Qualifications
1 2 (20.00%) Degree
2 1 (10.00%) SC Cleared
2 1 (10.00%) Security Cleared
Quality Assurance & Compliance
1 2 (20.00%) QA
Vendors
1 4 (40.00%) Microsoft
2 2 (20.00%) Oracle
2 2 (20.00%) Talend
3 1 (10.00%) Cognos
3 1 (10.00%) IBM
3 1 (10.00%) Informatica