Period
to 20 July 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 20 July 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South East > Oxfordshire
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 119 115 87
Rank change year-on-year -4 -28 -2
Permanent jobs citing ETL 67 57 100
As % of all permanent IT jobs advertised in Oxfordshire 2.19% 2.04% 3.13%
As % of the Processes & Methodologies category 2.41% 2.28% 3.51%
Number of salaries quoted 70 70 89
Oxfordshire median annual salary £55,000 £62,500 £55,000
Median salary % change year-on-year -12.00% +13.64% -
10th Percentile £38,850 £47,500 £50,000
90th Percentile £66,000 £84,000 £65,000
South East median annual salary £50,000 £54,000 £50,000
% change year-on-year -7.41% +8.00% -

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 2,785 2,505 2,847
As % of all permanent IT jobs advertised in Oxfordshire 90.89% 89.72% 89.05%
Number of salaries quoted 2,487 2,116 2,320
Oxfordshire median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% +9.20%
10th Percentile £31,000 £27,500 £26,975
90th Percentile £71,250 £67,500 £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 20 July 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 20 July 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 -22 27 £59,250 -8.85% 5
Banbury - 10 £43,250 -
Kidlington -14 5 £66,000 +1.54% 1
Abingdon -5 4 £47,500 +5.56%
ETL
South East

For the 6 months to 20 July 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 58 (86.57%) SQL
2 39 (58.21%) Data Modelling
3 36 (53.73%) Agile Software Development
4 28 (41.79%) SQL Server Reporting Services
4 28 (41.79%) Business Intelligence
5 27 (40.30%) Oracle
5 27 (40.30%) SQL Server
6 25 (37.31%) SQL Server Integration Services
6 25 (37.31%) Talend
6 25 (37.31%) Master Data Management
7 24 (35.82%) Data Warehouse
8 23 (34.33%) SQL Server Analysis Services
9 21 (31.34%) Analytics
10 19 (28.36%) Microsoft
11 18 (26.87%) Tableau
11 18 (26.87%) Data Analysis
11 18 (26.87%) Degree
11 18 (26.87%) Performance Tuning
12 17 (25.37%) Power BI
12 17 (25.37%) Data Cleansing
12 17 (25.37%) PL/SQL
13 16 (23.88%) Software Engineering
14 15 (22.39%) DevOps
15 14 (20.90%) TDD
15 14 (20.90%) Test Automation
15 14 (20.90%) Visualisation
15 14 (20.90%) BDD
15 14 (20.90%) Amazon AWS
16 13 (19.40%) T-SQL
16 13 (19.40%) Greenfield Project

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 (16.42%) JBoss
2 6 (8.96%) Confluence
2 6 (8.96%) SharePoint
3 4 (5.97%) Apache Spark
3 4 (5.97%) Elasticsearch
4 2 (2.99%) Apache
4 2 (2.99%) Apache Airflow
5 1 (1.49%) SAS
Applications
1 6 (8.96%) Microsoft Excel
Cloud Services
1 14 (20.90%) Amazon AWS
2 10 (14.93%) Microsoft Azure
Database & Business Intelligence
1 28 (41.79%) SQL Server Reporting Services
2 27 (40.30%) SQL Server
3 25 (37.31%) SQL Server Integration Services
4 24 (35.82%) Data Warehouse
5 23 (34.33%) SQL Server Analysis Services
6 17 (25.37%) Power BI
7 10 (14.93%) QlikView
8 6 (8.96%) Big Data
9 5 (7.46%) NoSQL
9 5 (7.46%) SQL Server 2012
10 4 (5.97%) Biml
10 4 (5.97%) Crystal Reports
10 4 (5.97%) Microsoft Analysis Services
10 4 (5.97%) Spotfire
10 4 (5.97%) SQL Server 2016
11 3 (4.48%) MySQL
11 3 (4.48%) Qlik Sense
12 2 (2.99%) Apache Cassandra
12 2 (2.99%) BigQuery
12 2 (2.99%) Oracle Database
Development Applications
1 6 (8.96%) JIRA
1 6 (8.96%) Visual Studio
2 5 (7.46%) Jenkins
3 4 (5.97%) Ant
3 4 (5.97%) Hudson
4 1 (1.49%) Team Foundation Server
General
1 9 (13.43%) Advertising
2 5 (7.46%) Finance
3 1 (1.49%) Publishing
Job Titles
1 42 (62.69%) Developer
2 21 (31.34%) Analyst
3 20 (29.85%) SQL Developer
4 17 (25.37%) Business Intelligence Developer
5 12 (17.91%) Data Analyst
6 9 (13.43%) SSIS Developer
7 8 (11.94%) Senior Analyst
7 8 (11.94%) SSRS Developer
8 6 (8.96%) Business Developer
8 6 (8.96%) Business Intelligence Analyst
8 6 (8.96%) ETL Developer
8 6 (8.96%) Senior Data Analyst
8 6 (8.96%) SQL BI Developer
9 5 (7.46%) Analyst Developer
9 5 (7.46%) Data Engineer
9 5 (7.46%) ETL Analyst
9 5 (7.46%) Oracle Specialist
9 5 (7.46%) Senior Developer
9 5 (7.46%) SQL Analyst
9 5 (7.46%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 12 (17.91%) Web Services
2 11 (16.42%) Apache Camel
3 8 (11.94%) RESTful
4 6 (8.96%) Natural Language Processing
5 4 (5.97%) Django
5 4 (5.97%) Flask
5 4 (5.97%) JSON
5 4 (5.97%) REST
5 4 (5.97%) XML
5 4 (5.97%) XSLT
6 3 (4.48%) MDX
7 2 (2.99%) Kafka
8 1 (1.49%) .NET
8 1 (1.49%) Middleware
8 1 (1.49%) MSMQ
Miscellaneous
1 13 (19.40%) Greenfield Project
2 12 (17.91%) Computer Science
3 6 (8.96%) Reference Data
4 5 (7.46%) Analytical Skills
5 4 (5.97%) Robotics
6 3 (4.48%) Reinsurance
7 2 (2.99%) Algorithms
8 1 (1.49%) Replication
8 1 (1.49%) Self-Motivation
Operating Systems
1 4 (5.97%) Apple iOS
2 1 (1.49%) Linux
2 1 (1.49%) Unix
Processes & Methodologies
1 39 (58.21%) Data Modelling
2 36 (53.73%) Agile Software Development
3 28 (41.79%) Business Intelligence
4 25 (37.31%) Master Data Management
5 21 (31.34%) Analytics
6 18 (26.87%) Data Analysis
6 18 (26.87%) Performance Tuning
7 17 (25.37%) Data Cleansing
8 16 (23.88%) Software Engineering
9 15 (22.39%) DevOps
10 14 (20.90%) BDD
10 14 (20.90%) TDD
10 14 (20.90%) Test Automation
10 14 (20.90%) Visualisation
11 12 (17.91%) Data Management
12 11 (16.42%) Data Integration
12 11 (16.42%) Data Mapping
12 11 (16.42%) Machine Learning
13 10 (14.93%) Integration Testing
14 8 (11.94%) Data Visualisation
Programming Languages
1 58 (86.57%) SQL
2 17 (25.37%) PL/SQL
3 13 (19.40%) T-SQL
4 12 (17.91%) Python
5 11 (16.42%) Java
6 8 (11.94%) C#
7 4 (5.97%) C++
7 4 (5.97%) JavaScript
8 3 (4.48%) R
9 2 (2.99%) C
9 2 (2.99%) Scala
10 1 (1.49%) MATLAB
10 1 (1.49%) VB
Qualifications
1 18 (26.87%) Degree
2 4 (5.97%) Computer Science Degree
Quality Assurance & Compliance
1 10 (14.93%) Data Quality
2 1 (1.49%) GDPR
2 1 (1.49%) QA
System Software
1 4 (5.97%) Docker
Systems Management
1 6 (8.96%) Kubernetes
2 4 (5.97%) Ansible
2 4 (5.97%) Systems Management Server (SMS)
Vendors
1 27 (40.30%) Oracle
2 25 (37.31%) Talend
3 19 (28.36%) Microsoft
4 18 (26.87%) Tableau
5 4 (5.97%) Informatica
6 2 (2.99%) Capita
6 2 (2.99%) Google
7 1 (1.49%) Alteryx