Period
to 14 November 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 14 November 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Berkshire > Newbury
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 57 77 -
Rank change year-on-year +20 - +77
Permanent jobs citing ETL 14 5 0
As % of all permanent IT jobs advertised in Newbury 2.89% 0.85% -
As % of the Processes & Methodologies category 3.26% 0.91% -
Number of salaries quoted 13 4 0
Newbury median annual salary £70,000 £42,750 -
Median salary % change year-on-year +63.74% - -
Berkshire median annual salary £51,083 £52,500 £52,500
% change year-on-year -2.70% - +5.00%

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 429 550 395
As % of all permanent IT jobs advertised in Newbury 88.64% 93.22% 88.17%
Number of salaries quoted 390 458 352
Newbury median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - -10.00%
10th Percentile £26,250 £26,250 £27,500
90th Percentile £75,000 £70,000 £67,450
Berkshire median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -

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 14 November 2018.

Salary histogram for ETL in Newbury

For the 6 months to 14 November 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 11 (78.57%) Oracle
2 7 (50.00%) Data Warehouse
2 7 (50.00%) Business Intelligence
2 7 (50.00%) Telecoms
2 7 (50.00%) SQL
2 7 (50.00%) Ab Initio
2 7 (50.00%) Teradata
2 7 (50.00%) Data Management
3 6 (42.86%) PostgreSQL
3 6 (42.86%) Java
3 6 (42.86%) MySQL
3 6 (42.86%) SQL Server
4 4 (28.57%) WebLogic
4 4 (28.57%) Web Services
4 4 (28.57%) XML
4 4 (28.57%) SharePoint
4 4 (28.57%) Tomcat
4 4 (28.57%) J2EE
4 4 (28.57%) Oracle Workflow
4 4 (28.57%) Workflow
4 4 (28.57%) Salesforce.com
4 4 (28.57%) Data Modelling
4 4 (28.57%) Agile Software Development
4 4 (28.57%) Document Management
4 4 (28.57%) WebSphere
4 4 (28.57%) Degree
4 4 (28.57%) Alfresco
4 4 (28.57%) Data Transformation
4 4 (28.57%) Analytical Skills
4 4 (28.57%) Relational Database

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 4 (28.57%) Alfresco
1 4 (28.57%) Oracle Workflow
1 4 (28.57%) SharePoint
1 4 (28.57%) Tomcat
1 4 (28.57%) WebLogic
1 4 (28.57%) WebSphere
2 2 (14.29%) Apache
Cloud Services
1 2 (14.29%) Amazon AWS
1 2 (14.29%) Amazon SageMaker
1 2 (14.29%) Serverless
Database & Business Intelligence
1 7 (50.00%) Data Warehouse
2 6 (42.86%) MySQL
2 6 (42.86%) PostgreSQL
2 6 (42.86%) SQL Server
3 4 (28.57%) Relational Database
4 2 (14.29%) Amazon Aurora
4 2 (14.29%) Amazon Redshift
Development Applications
1 2 (14.29%) Git (software)
1 2 (14.29%) Jenkins
General
1 7 (50.00%) Telecoms
2 1 (7.14%) Finance
Job Titles
1 11 (78.57%) Architect
2 7 (50.00%) Business Intelligence Architect
2 7 (50.00%) Business Intelligence Solutions Architect
2 7 (50.00%) Solutions Architect
3 4 (28.57%) Consultant
3 4 (28.57%) Technical Architect
3 4 (28.57%) Technical Consultant
4 3 (21.43%) Senior Architect
4 3 (21.43%) Senior Solutions Architect
5 2 (14.29%) Business Intelligence Lead
5 2 (14.29%) DevOps Engineer
5 2 (14.29%) Lead Architect
5 2 (14.29%) Lead Solutions Architect
6 1 (7.14%) Developer
6 1 (7.14%) ETL Developer
Libraries, Frameworks & Software Standards
1 4 (28.57%) J2EE
1 4 (28.57%) Web Services
1 4 (28.57%) XML
2 2 (14.29%) Caffe
2 2 (14.29%) LAMP
2 2 (14.29%) LAPP Stack
2 2 (14.29%) MXNet
2 2 (14.29%) scikit-learn
2 2 (14.29%) TensorFlow
Miscellaneous
1 4 (28.57%) Analytical Skills
Operating Systems
1 2 (14.29%) Linux
1 2 (14.29%) Windows
Processes & Methodologies
1 7 (50.00%) Business Intelligence
1 7 (50.00%) Data Management
2 4 (28.57%) Agile Software Development
2 4 (28.57%) Data Modelling
2 4 (28.57%) Data Transformation
2 4 (28.57%) Document Management
2 4 (28.57%) Problem-Solving
2 4 (28.57%) Workflow
3 2 (14.29%) DevOps
3 2 (14.29%) Machine Learning
4 1 (7.14%) Data Cleansing
4 1 (7.14%) Data Integration
4 1 (7.14%) Data Migration
4 1 (7.14%) ETL Development
4 1 (7.14%) Mentoring
4 1 (7.14%) Migration
Programming Languages
1 7 (50.00%) SQL
2 6 (42.86%) Java
3 2 (14.29%) C#
3 2 (14.29%) Python
Qualifications
1 4 (28.57%) Degree
System Software
1 2 (14.29%) Docker
Systems Management
1 4 (28.57%) Single Sign-On
Vendors
1 11 (78.57%) Oracle
2 7 (50.00%) Ab Initio
2 7 (50.00%) Teradata
3 4 (28.57%) Salesforce.com
4 2 (14.29%) Tableau
5 1 (7.14%) Talend