Period
to 19 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Newbury 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 19 August 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Berkshire > Newbury
6 months to
19 Aug 2018
Same period 2017 Same period 2016
Rank 65 64 -
Rank change year-on-year -1 - +75
Permanent jobs citing ETL 5 5 0
As % of all permanent IT jobs advertised in Newbury 1.06% 1.05% -
As % of the Processes & Methodologies category 1.16% 1.16% -
Number of salaries quoted 4 2 0
Newbury median annual salary £62,500 £44,500 -
Median salary % change year-on-year +40.45% - -
Berkshire median annual salary £49,000 £50,000 £53,750
% change year-on-year -2.00% -6.98% -2.27%

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 Newbury with a requirement for process or methodology skills.

All Process and Methodology Skills
Newbury
Permanent vacancies with a requirement for process or methodology skills 430 431 490
As % of all permanent IT jobs advertised in Newbury 90.91% 90.36% 89.09%
Number of salaries quoted 395 342 415
Newbury median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -10.00%
10th Percentile £26,250 £26,250 £24,100
90th Percentile £68,750 £67,500 £70,750
Berkshire median annual salary £50,000 £50,000 £50,000

ETL
Job Vacancy Trend in Newbury

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

Job vacancy trend for ETL in Newbury

ETL
Salary Trend in Newbury

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

Salary trend for ETL in Newbury

ETL
Salary Histogram in Newbury

The salary distribution of IT jobs citing ETL in Newbury over the 6 months to 19 August 2018.

Salary histogram for ETL in Newbury

For the 6 months to 19 August 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 Newbury region with a requirement for ETL.

1 3 (60.00%) Java
2 2 (40.00%) MySQL
2 2 (40.00%) Windows
2 2 (40.00%) Linux
2 2 (40.00%) Apache
2 2 (40.00%) Python
2 2 (40.00%) LAMP
2 2 (40.00%) PostgreSQL
2 2 (40.00%) SQL Server
2 2 (40.00%) Git (software)
2 2 (40.00%) Amazon AWS
2 2 (40.00%) Jenkins
2 2 (40.00%) Amazon Redshift
2 2 (40.00%) Docker
2 2 (40.00%) DevOps
2 2 (40.00%) Tableau
2 2 (40.00%) Machine Learning
2 2 (40.00%) scikit-learn
2 2 (40.00%) TensorFlow
2 2 (40.00%) LAPP Stack
2 2 (40.00%) MXNet
2 2 (40.00%) Amazon Aurora
2 2 (40.00%) Serverless
2 2 (40.00%) Amazon SageMaker
2 2 (40.00%) C#
3 1 (20.00%) Computer Science Degree
3 1 (20.00%) ETL Development
3 1 (20.00%) Talend
3 1 (20.00%) Mentoring
3 1 (20.00%) JDBC

ETL
Co-occurring IT Skills in Newbury 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 2 (40.00%) Apache
2 1 (20.00%) Tomcat
Cloud Services
1 2 (40.00%) Amazon AWS
1 2 (40.00%) Amazon SageMaker
1 2 (40.00%) Serverless
Database & Business Intelligence
1 2 (40.00%) Amazon Aurora
1 2 (40.00%) Amazon Redshift
1 2 (40.00%) MySQL
1 2 (40.00%) PostgreSQL
1 2 (40.00%) SQL Server
2 1 (20.00%) Data Warehouse
Development Applications
1 2 (40.00%) Git (software)
1 2 (40.00%) Jenkins
2 1 (20.00%) Eclipse
General
1 1 (20.00%) Finance
1 1 (20.00%) Telecoms
Job Titles
1 2 (40.00%) Developer
1 2 (40.00%) DevOps Engineer
2 1 (20.00%) Architect
2 1 (20.00%) Business Intelligence Architect
2 1 (20.00%) Business Intelligence Solutions Architect
2 1 (20.00%) ETL Developer
2 1 (20.00%) Graduate
2 1 (20.00%) Graduate Developer
2 1 (20.00%) Solutions Architect
Libraries, Frameworks & Software Standards
1 2 (40.00%) LAMP
1 2 (40.00%) LAPP Stack
1 2 (40.00%) MXNet
1 2 (40.00%) scikit-learn
1 2 (40.00%) TensorFlow
2 1 (20.00%) JDBC
2 1 (20.00%) jQuery
Miscellaneous
1 1 (20.00%) Computer Science
Operating Systems
1 2 (40.00%) Linux
1 2 (40.00%) Windows
Processes & Methodologies
1 2 (40.00%) DevOps
1 2 (40.00%) Machine Learning
2 1 (20.00%) Business Intelligence
2 1 (20.00%) Data Cleansing
2 1 (20.00%) Data Integration
2 1 (20.00%) Data Management
2 1 (20.00%) Data Migration
2 1 (20.00%) ETL Development
2 1 (20.00%) Mentoring
2 1 (20.00%) Migration
Programming Languages
1 3 (60.00%) Java
2 2 (40.00%) C#
2 2 (40.00%) Python
3 1 (20.00%) SQL
Qualifications
1 1 (20.00%) Computer Science Degree
1 1 (20.00%) Degree
System Software
1 2 (40.00%) Docker
Vendors
1 2 (40.00%) Tableau
2 1 (20.00%) Ab Initio
2 1 (20.00%) Oracle
2 1 (20.00%) Talend
2 1 (20.00%) Teradata