Period
to 16 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire 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 16 December 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South East > Oxfordshire
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 126 141 106
Rank change year-on-year +15 -35 -32
Permanent jobs citing ETL 29 37 70
As % of all permanent IT jobs advertised in Oxfordshire 1.18% 1.19% 2.49%
As % of the Processes & Methodologies category 1.29% 1.32% 2.75%
Number of salaries quoted 27 17 62
Oxfordshire median annual salary £55,000 £50,000 £53,500
Median salary % change year-on-year +10.00% -6.54% +2.88%
10th Percentile £39,750 £33,750 £38,875
90th Percentile £87,250 £84,400 £63,825
South East median annual salary £50,000 £51,250 £50,000
% change year-on-year -2.44% +2.50% +5.26%

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 Oxfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Oxfordshire
Permanent vacancies with a requirement for process or methodology skills 2,247 2,803 2,541
As % of all permanent IT jobs advertised in Oxfordshire 91.34% 90.36% 90.43%
Number of salaries quoted 1,941 2,293 2,018
Oxfordshire median annual salary £50,000 £46,500 £45,000
Median salary % change year-on-year +7.53% +3.33% -
10th Percentile £31,000 £29,550 £27,500
90th Percentile £77,500 £72,500 £66,250
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

ETL
Job Vacancy Trend in Oxfordshire

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

Job vacancy trend for ETL in Oxfordshire

ETL
Salary Trend in Oxfordshire

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

Salary trend for ETL in Oxfordshire

ETL
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing ETL in Oxfordshire over the 6 months to 16 December 2018.

Salary histogram for ETL in Oxfordshire

ETL
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Oxfordshire region over the 6 months to 16 December 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
Oxford +4 12 £70,000 +51.35% 1
Banbury - 6 £41,500 -
ETL
South East

For the 6 months to 16 December 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 Oxfordshire region with a requirement for ETL.

1 19 (65.52%) SQL
1 19 (65.52%) Business Intelligence
2 17 (58.62%) Data Warehouse
3 16 (55.17%) SQL Server
4 13 (44.83%) Microsoft
4 13 (44.83%) Data Modelling
5 12 (41.38%) Microsoft Azure
5 12 (41.38%) Tableau
5 12 (41.38%) Power BI
6 11 (37.93%) Visualisation
6 11 (37.93%) SQL Server Integration Services
6 11 (37.93%) SQL Server Reporting Services
7 10 (34.48%) T-SQL
8 9 (31.03%) SQL Server Analysis Services
9 8 (27.59%) Data Visualisation
9 8 (27.59%) Agile Software Development
9 8 (27.59%) Advertising
10 7 (24.14%) SharePoint
10 7 (24.14%) Analytics
10 7 (24.14%) Master Data Management
10 7 (24.14%) Continuous Integration
11 6 (20.69%) Amazon AWS
11 6 (20.69%) Oracle
11 6 (20.69%) C#
11 6 (20.69%) Software Engineering
11 6 (20.69%) ETL Development
11 6 (20.69%) Greenfield Project
12 5 (17.24%) Data Strategy
12 5 (17.24%) Degree
12 5 (17.24%) JavaScript

ETL
Co-occurring IT Skills in Oxfordshire 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 7 (24.14%) SharePoint
2 3 (10.34%) Elasticsearch
3 2 (6.90%) Apache Airflow
3 2 (6.90%) Confluence
4 1 (3.45%) Apache Spark
4 1 (3.45%) CMS
4 1 (3.45%) NServiceBus
4 1 (3.45%) Sitecore CMS
Cloud Services
1 12 (41.38%) Microsoft Azure
2 6 (20.69%) Amazon AWS
3 1 (3.45%) Azure Data Factory
3 1 (3.45%) Cloud Computing
3 1 (3.45%) Force.com
Database & Business Intelligence
1 17 (58.62%) Data Warehouse
2 16 (55.17%) SQL Server
3 12 (41.38%) Power BI
4 11 (37.93%) SQL Server Integration Services
4 11 (37.93%) SQL Server Reporting Services
5 9 (31.03%) SQL Server Analysis Services
6 4 (13.79%) Amazon Redshift
7 3 (10.34%) Big Data
7 3 (10.34%) Pentaho
7 3 (10.34%) QlikView
7 3 (10.34%) SAP BW
8 2 (6.90%) BigQuery
8 2 (6.90%) Data Lake
8 2 (6.90%) NoSQL
8 2 (6.90%) PostgreSQL
8 2 (6.90%) SQL Server 2008
9 1 (3.45%) Apache Cassandra
9 1 (3.45%) Oracle ODI
9 1 (3.45%) SQL Server 2012
9 1 (3.45%) SQL Server 2014
Development Applications
1 5 (17.24%) Visual Studio
2 2 (6.90%) Ant
2 2 (6.90%) CMake
2 2 (6.90%) Hudson
2 2 (6.90%) Jenkins
2 2 (6.90%) JIRA
3 1 (3.45%) Team Foundation Server
General
1 8 (27.59%) Advertising
2 1 (3.45%) Publishing
Job Titles
1 15 (51.72%) Developer
2 6 (20.69%) Business Intelligence Developer
2 6 (20.69%) SQL Developer
3 5 (17.24%) Architect
3 5 (17.24%) Data Architect
4 4 (13.79%) Data Warehouse Developer
5 3 (10.34%) Python Developer
6 2 (6.90%) Data Engineer
6 2 (6.90%) Data Visualisation Developer
6 2 (6.90%) DBA
6 2 (6.90%) Designer
6 2 (6.90%) Senior DBA
6 2 (6.90%) Senior SQL DBA
6 2 (6.90%) Solutions Designer
6 2 (6.90%) SQL DBA
6 2 (6.90%) SSIS Developer
7 1 (3.45%) Analyst
7 1 (3.45%) C++ Developer
7 1 (3.45%) Technical Analyst
7 1 (3.45%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 3 (10.34%) Django
1 3 (10.34%) Flask
2 2 (6.90%) Boost C++ Libraries
2 2 (6.90%) JSON
2 2 (6.90%) MDX
2 2 (6.90%) NumPy
2 2 (6.90%) Pandas
2 2 (6.90%) REST
2 2 (6.90%) SciPy
2 2 (6.90%) Web Services
2 2 (6.90%) XML
2 2 (6.90%) XSLT
3 1 (3.45%) .NET
3 1 (3.45%) .NET Framework
3 1 (3.45%) Kafka
3 1 (3.45%) Middleware
3 1 (3.45%) MSMQ
3 1 (3.45%) Pyramid
3 1 (3.45%) SQLAlchemy
Miscellaneous
1 6 (20.69%) Greenfield Project
2 4 (13.79%) Analytical Skills
3 1 (3.45%) Enterprise Software
Operating Systems
1 5 (17.24%) Apple iOS
2 1 (3.45%) Linux
2 1 (3.45%) Unix
Processes & Methodologies
1 19 (65.52%) Business Intelligence
2 13 (44.83%) Data Modelling
3 11 (37.93%) Visualisation
4 8 (27.59%) Agile Software Development
4 8 (27.59%) Data Visualisation
5 7 (24.14%) Analytics
5 7 (24.14%) Continuous Integration
5 7 (24.14%) Master Data Management
6 6 (20.69%) ETL Development
6 6 (20.69%) Software Engineering
7 5 (17.24%) Computer Science
7 5 (17.24%) Data Strategy
7 5 (17.24%) Performance Analysis
8 4 (13.79%) API Design
8 4 (13.79%) API Development
8 4 (13.79%) Data Architecture
8 4 (13.79%) Data Management
8 4 (13.79%) Data Science
9 3 (10.34%) Data Analytics
9 3 (10.34%) DevOps
Programming Languages
1 19 (65.52%) SQL
2 10 (34.48%) T-SQL
3 6 (20.69%) C#
4 5 (17.24%) JavaScript
4 5 (17.24%) Python
5 3 (10.34%) C++
6 2 (6.90%) Java
7 1 (3.45%) PL/SQL
7 1 (3.45%) PyPy
Qualifications
1 5 (17.24%) Degree
2 3 (10.34%) Computer Science Degree
3 1 (3.45%) ISEB
3 1 (3.45%) Master's Degree
Quality Assurance & Compliance
1 5 (17.24%) Data Quality
System Software
1 2 (6.90%) Docker
Systems Management
1 4 (13.79%) Kubernetes
2 2 (6.90%) Ansible
Vendors
1 13 (44.83%) Microsoft
2 12 (41.38%) Tableau
3 6 (20.69%) Oracle
4 3 (10.34%) SAP
5 2 (6.90%) Talend
6 1 (3.45%) Alteryx
6 1 (3.45%) Hortonworks
6 1 (3.45%) Jitterbit
6 1 (3.45%) Sitecore