Period
to 3 April 2020

The following table provides summary statistics for permanent job vacancies advertised in Somerset 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 3 April 2020 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South West > Somerset
6 months to
3 Apr 2020
Same period 2019 Same period 2018
Rank 52 62 61
Rank change year-on-year +10 -1 +5
Permanent jobs citing ETL 31 41 38
As % of all permanent jobs advertised in Somerset 3.63% 3.79% 3.24%
As % of the Processes & Methodologies category 4.14% 4.20% 3.53%
Number of salaries quoted 29 44 36
Median annual salary £42,500 £37,500 £38,500
Median salary % change year-on-year +13.33% -2.60% +1.32%
10th Percentile £25,000 £29,325 £32,250
90th Percentile £75,000 £57,650 £42,500
South West median annual salary £42,500 £50,000 £40,000
% change year-on-year -15.00% +25.00% -5.88%

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 Somerset with a requirement for process or methodology skills.

All Process and Methodology Skills
Somerset
Permanent vacancies with a requirement for process or methodology skills 749 977 1,078
As % of all permanent IT jobs advertised in Somerset 87.81% 90.38% 91.98%
Number of salaries quoted 631 672 905
Median annual salary £45,000 £42,029 £40,000
Median salary % change year-on-year +7.07% +5.07% -
10th Percentile £27,500 £28,000 £27,197
90th Percentile £71,250 £68,750 £60,150
South West median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +4.94%

ETL
Job Vacancy Trend in Somerset

Job postings citing ETL as a proportion of all IT jobs advertised in Somerset.

Job vacancy trend for ETL in Somerset

ETL
Salary Trend in Somerset

3-month moving average salary quoted in jobs citing ETL in Somerset.

Salary trend for ETL in Somerset

ETL
Salary Histogram in Somerset

Salary distribution for jobs citing ETL in Somerset over the 6 months to 3 April 2020.

Salary histogram for ETL in Somerset

ETL
Job Locations in Somerset

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Somerset region over the 6 months to 3 April 2020. 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
Bath +5 16 £45,000 -5.26% 5
Yeovil -8 9 £25,000 -33.33% 2
Bridgwater - 5 £32,500 -
Street -2 1 £55,000 -38.89%
ETL
South West

For the 6 months to 3 April 2020, 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 Somerset region with a requirement for ETL.

1 25 (80.65%) SQL
2 20 (64.52%) Business Intelligence
3 17 (54.84%) SQL Server
3 17 (54.84%) Analytics
4 15 (48.39%) Data Warehouse
5 13 (41.94%) Python
6 12 (38.71%) Agile Software Development
6 12 (38.71%) SQL Server Integration Services
7 11 (35.48%) Big Data
7 11 (35.48%) Java
8 10 (32.26%) C#
8 10 (32.26%) Azure
9 9 (29.03%) Software Engineering
9 9 (29.03%) Business Analytics
9 9 (29.03%) SDLC
9 9 (29.03%) Power BI
9 9 (29.03%) T-SQL
9 9 (29.03%) Linux
9 9 (29.03%) Power Platform
10 8 (25.81%) Actionable Insight
10 8 (25.81%) UML
10 8 (25.81%) OO
10 8 (25.81%) Apache
10 8 (25.81%) Microsoft
10 8 (25.81%) OOD
10 8 (25.81%) Eclipse
10 8 (25.81%) C++
10 8 (25.81%) HTML
10 8 (25.81%) CSS
10 8 (25.81%) JSP

ETL
Co-occurring IT Skills in Somerset 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 8 (25.81%) Apache
1 8 (25.81%) Tornado
2 1 (3.23%) NServiceBus
2 1 (3.23%) SAS
Applications
1 2 (6.45%) Microsoft Excel
Business Applications
1 2 (6.45%) Raiser's Edge
Cloud Services
1 10 (32.26%) Azure
2 9 (29.03%) Power Platform
3 2 (6.45%) Azure Data Factory
3 2 (6.45%) GitHub
4 1 (3.23%) Dynamics 365
Database & Business Intelligence
1 17 (54.84%) SQL Server
2 15 (48.39%) Data Warehouse
3 12 (38.71%) SQL Server Integration Services
4 11 (35.48%) Big Data
5 9 (29.03%) Power BI
6 8 (25.81%) SQL Server Analysis Services
6 8 (25.81%) SQL Server Reporting Services
7 5 (16.13%) SQL Server 2012
8 4 (12.90%) OLAP
8 4 (12.90%) OLAP Cube
8 4 (12.90%) PostgreSQL
9 3 (9.68%) Amazon Redshift
10 2 (6.45%) Azure SQL Data Warehouse
10 2 (6.45%) Microsoft Analysis Services
10 2 (6.45%) SQL Server 2014
11 1 (3.23%) MongoDB
11 1 (3.23%) Qlik Sense
11 1 (3.23%) QlikView
11 1 (3.23%) SAS EBI
11 1 (3.23%) SQL Server 2016
Development Applications
1 8 (25.81%) Eclipse
1 8 (25.81%) Eclipse RCP
2 6 (19.35%) SQL Server Management Studio (SSMS)
2 6 (19.35%) Team Foundation Server
3 1 (3.23%) Git (software)
3 1 (3.23%) Visual Studio
General
1 8 (25.81%) Military
2 7 (22.58%) Marketing
3 5 (16.13%) Aerospace
4 4 (12.90%) Finance
5 1 (3.23%) Electronics
5 1 (3.23%) Manufacturing
5 1 (3.23%) Public Sector
5 1 (3.23%) Telecoms
Job Titles
1 12 (38.71%) Developer
2 8 (25.81%) Software Engineer
3 7 (22.58%) SQL Developer
4 6 (19.35%) Analyst
5 5 (16.13%) Business Intelligence Analyst
5 5 (16.13%) Data Engineer
5 5 (16.13%) Junior
5 5 (16.13%) Junior Software Engineer
5 5 (16.13%) Power BI Analyst
6 4 (12.90%) Data Integration Developer
6 4 (12.90%) Integration Developer
6 4 (12.90%) Senior Data Engineer
7 3 (9.68%) Senior Software Engineer
8 2 (6.45%) Senior Developer
8 2 (6.45%) Senior SQL Developer
8 2 (6.45%) SSIS Developer
8 2 (6.45%) SSRS Developer
9 1 (3.23%) Full Stack Developer
9 1 (3.23%) Full Stack Web Developer
9 1 (3.23%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 8 (25.81%) CSS
1 8 (25.81%) HTML
1 8 (25.81%) JSP
1 8 (25.81%) Middleware
2 2 (6.45%) .NET
2 2 (6.45%) ASP.NET
3 1 (3.23%) Django
3 1 (3.23%) React
3 1 (3.23%) SVG
3 1 (3.23%) Web Services
Miscellaneous
1 5 (16.13%) Analytical Skills
2 2 (6.45%) Management Information System
Operating Systems
1 9 (29.03%) Linux
2 8 (25.81%) Windows
Processes & Methodologies
1 20 (64.52%) Business Intelligence
2 17 (54.84%) Analytics
3 12 (38.71%) Agile Software Development
4 9 (29.03%) Business Analytics
4 9 (29.03%) SDLC
4 9 (29.03%) Software Engineering
5 8 (25.81%) Actionable Insight
5 8 (25.81%) Machine Learning
5 8 (25.81%) OO
5 8 (25.81%) OOD
5 8 (25.81%) UML
5 8 (25.81%) Unit Testing
6 7 (22.58%) Data Analytics
6 7 (22.58%) DevOps
7 6 (19.35%) Visualisation
8 4 (12.90%) Data Analysis
8 4 (12.90%) Data Integration
9 3 (9.68%) Data Modelling
9 3 (9.68%) Mathematics
9 3 (9.68%) Performance Tuning
Programming Languages
1 25 (80.65%) SQL
2 13 (41.94%) Python
3 11 (35.48%) Java
4 10 (32.26%) C#
5 9 (29.03%) T-SQL
6 8 (25.81%) C++
7 4 (12.90%) JavaScript
8 3 (9.68%) Go
8 3 (9.68%) Ruby
9 2 (6.45%) VB.NET
9 2 (6.45%) VBA
10 1 (3.23%) C
10 1 (3.23%) Clojure
10 1 (3.23%) R
Qualifications
1 8 (25.81%) Degree
2 5 (16.13%) Security Cleared
3 3 (9.68%) Numerate Degree
4 1 (3.23%) ISEB
4 1 (3.23%) ISTQB
Quality Assurance & Compliance
1 1 (3.23%) GDPR
1 1 (3.23%) QA
Vendors
1 8 (25.81%) Microsoft
2 5 (16.13%) Salesforce.com
3 3 (9.68%) Marketo
4 2 (6.45%) Databricks
5 1 (3.23%) Cadence
5 1 (3.23%) Informatica
5 1 (3.23%) SAP
5 1 (3.23%) Teradata