Period
to 18 October 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 18 October 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South East > Oxfordshire
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 119 141 97
Rank change year-on-year +22 -44 -23
Permanent jobs citing ETL 48 19 88
As % of all permanent IT jobs advertised in Oxfordshire 1.76% 0.69% 2.82%
As % of the Processes & Methodologies category 1.95% 0.76% 3.11%
Number of salaries quoted 45 17 80
Oxfordshire median annual salary £52,500 £80,000 £55,000
Median salary % change year-on-year -34.38% +45.45% +4.76%
10th Percentile £39,750 £33,750 £47,375
90th Percentile £65,750 £84,400 £65,000
South East median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +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 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 2,456 2,490 2,829
As % of all permanent IT jobs advertised in Oxfordshire 90.19% 90.09% 90.61%
Number of salaries quoted 2,149 2,064 2,252
Oxfordshire median annual salary £50,000 £45,000 £47,000
Median salary % change year-on-year +11.11% -4.26% +10.59%
10th Percentile £30,950 £27,500 £26,750
90th Percentile £72,500 £71,250 £67,500
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 18 October 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 18 October 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 +6 18 £55,000 -34.52% 4
Banbury - 6 £41,500 -
Abingdon +4 3 £47,500 +5.56%
ETL
South East

For the 6 months to 18 October 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 39 (81.25%) SQL
2 22 (45.83%) SQL Server
3 21 (43.75%) Data Warehouse
3 21 (43.75%) Business Intelligence
3 21 (43.75%) Agile Software Development
4 19 (39.58%) Data Modelling
4 19 (39.58%) SQL Server Reporting Services
5 18 (37.50%) SQL Server Integration Services
6 17 (35.42%) Software Engineering
7 16 (33.33%) Amazon AWS
7 16 (33.33%) Tableau
7 16 (33.33%) Microsoft
7 16 (33.33%) DevOps
8 15 (31.25%) Analytics
8 15 (31.25%) Power BI
8 15 (31.25%) TDD
8 15 (31.25%) Microsoft Azure
8 15 (31.25%) BDD
8 15 (31.25%) Test Automation
8 15 (31.25%) SQL Server Analysis Services
9 14 (29.17%) Degree
9 14 (29.17%) Computer Science
9 14 (29.17%) Visualisation
10 13 (27.08%) Data Management
10 13 (27.08%) Web Services
11 12 (25.00%) Oracle
11 12 (25.00%) PL/SQL
11 12 (25.00%) Data Integration
11 12 (25.00%) Master Data Management
12 11 (22.92%) Apache Camel

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 11 (22.92%) JBoss
2 7 (14.58%) SharePoint
3 5 (10.42%) Elasticsearch
4 2 (4.17%) Apache Airflow
5 1 (2.08%) Apache Spark
5 1 (2.08%) CMS
5 1 (2.08%) NServiceBus
5 1 (2.08%) Sitecore CMS
Applications
1 5 (10.42%) Microsoft Excel
Cloud Services
1 16 (33.33%) Amazon AWS
2 15 (31.25%) Microsoft Azure
3 1 (2.08%) Azure Data Factory
3 1 (2.08%) Cloud Computing
3 1 (2.08%) Force.com
Database & Business Intelligence
1 22 (45.83%) SQL Server
2 21 (43.75%) Data Warehouse
3 19 (39.58%) SQL Server Reporting Services
4 18 (37.50%) SQL Server Integration Services
5 15 (31.25%) Power BI
5 15 (31.25%) SQL Server Analysis Services
6 8 (16.67%) Big Data
7 7 (14.58%) QlikView
8 6 (12.50%) NoSQL
9 3 (6.25%) Biml
9 3 (6.25%) Crystal Reports
9 3 (6.25%) MySQL
10 2 (4.17%) Amazon Redshift
10 2 (4.17%) BigQuery
10 2 (4.17%) Oracle Database
10 2 (4.17%) PostgreSQL
10 2 (4.17%) SQL Server 2008
11 1 (2.08%) Oracle ODI
11 1 (2.08%) Pentaho
11 1 (2.08%) SQL Server 2012
Development Applications
1 7 (14.58%) Visual Studio
2 5 (10.42%) Ant
2 5 (10.42%) Hudson
2 5 (10.42%) Jenkins
3 2 (4.17%) CMake
4 1 (2.08%) Team Foundation Server
General
1 8 (16.67%) Advertising
2 1 (2.08%) Finance
Job Titles
1 36 (75.00%) Developer
2 16 (33.33%) SQL Developer
3 10 (20.83%) Business Intelligence Developer
4 7 (14.58%) Analyst
5 6 (12.50%) Data Warehouse Developer
6 5 (10.42%) Data Engineer
6 5 (10.42%) ETL Developer
6 5 (10.42%) Python Developer
6 5 (10.42%) SSIS Developer
7 3 (6.25%) Business Developer
7 3 (6.25%) Integration Developer
7 3 (6.25%) Oracle Developer
7 3 (6.25%) PL/SQL Developer
7 3 (6.25%) Report Analyst
7 3 (6.25%) SSAS Developer
7 3 (6.25%) SSRS Developer
7 3 (6.25%) Talend Developer
8 2 (4.17%) DBA
8 2 (4.17%) Senior Analyst
8 2 (4.17%) Senior Developer
Libraries, Frameworks & Software Standards
1 13 (27.08%) Web Services
2 11 (22.92%) Apache Camel
3 8 (16.67%) RESTful
4 5 (10.42%) Django
4 5 (10.42%) Flask
4 5 (10.42%) JSON
4 5 (10.42%) REST
4 5 (10.42%) XML
4 5 (10.42%) XSLT
5 3 (6.25%) MDX
6 2 (4.17%) .NET
6 2 (4.17%) Boost C++ Libraries
6 2 (4.17%) NumPy
6 2 (4.17%) Pandas
6 2 (4.17%) SciPy
7 1 (2.08%) .NET Framework
7 1 (2.08%) Kafka
7 1 (2.08%) Middleware
7 1 (2.08%) MSMQ
Miscellaneous
1 14 (29.17%) Computer Science
2 9 (18.75%) Greenfield Project
3 4 (8.33%) Analytical Skills
4 2 (4.17%) Reinsurance
5 1 (2.08%) Enterprise Software
Operating Systems
1 5 (10.42%) Apple iOS
2 1 (2.08%) Linux
2 1 (2.08%) Unix
Processes & Methodologies
1 21 (43.75%) Agile Software Development
1 21 (43.75%) Business Intelligence
2 19 (39.58%) Data Modelling
3 17 (35.42%) Software Engineering
4 16 (33.33%) DevOps
5 15 (31.25%) Analytics
5 15 (31.25%) BDD
5 15 (31.25%) TDD
5 15 (31.25%) Test Automation
6 14 (29.17%) Visualisation
7 13 (27.08%) Data Management
8 12 (25.00%) Data Integration
8 12 (25.00%) Master Data Management
9 11 (22.92%) Data Cleansing
10 10 (20.83%) Data Visualisation
10 10 (20.83%) Integration Testing
11 9 (18.75%) Continuous Integration
11 9 (18.75%) Data Analytics
12 8 (16.67%) Physical Data Model
12 8 (16.67%) Problem-Solving
Programming Languages
1 39 (81.25%) SQL
2 12 (25.00%) PL/SQL
3 11 (22.92%) Java
3 11 (22.92%) Python
3 11 (22.92%) T-SQL
4 9 (18.75%) C#
5 5 (10.42%) JavaScript
6 3 (6.25%) R
7 2 (4.17%) C++
8 1 (2.08%) MATLAB
8 1 (2.08%) VB
Qualifications
1 14 (29.17%) Degree
2 6 (12.50%) Computer Science Degree
3 1 (2.08%) ISEB
3 1 (2.08%) Master's Degree
Quality Assurance & Compliance
1 1 (2.08%) Data Quality
System Software
1 5 (10.42%) Docker
Systems Management
1 7 (14.58%) Kubernetes
2 5 (10.42%) Ansible
3 3 (6.25%) Systems Management Server (SMS)
Vendors
1 16 (33.33%) Microsoft
1 16 (33.33%) Tableau
2 12 (25.00%) Oracle
3 11 (22.92%) Talend
4 4 (8.33%) Informatica
5 2 (4.17%) Alteryx
6 1 (2.08%) Hortonworks
6 1 (2.08%) Jitterbit
6 1 (2.08%) SAP
6 1 (2.08%) Sitecore