Period
to 20 May 2019

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 May 2019 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South East > Oxfordshire
6 months to
20 May 2019
Same period 2018 Same period 2017
Rank 112 117 90
Rank change year-on-year +5 -27 +6
Permanent jobs citing ETL 29 62 82
As % of all permanent IT jobs advertised in Oxfordshire 1.43% 2.08% 3.03%
As % of the Processes & Methodologies category 1.55% 2.25% 3.33%
Number of salaries quoted 29 49 97
Oxfordshire median annual salary £70,000 £62,500 £57,500
Median salary % change year-on-year +12.00% +8.70% +5.02%
10th Percentile £52,000 £38,700 £45,000
90th Percentile £83,750 £66,000 £68,750
South East median annual salary £55,500 £50,000 £55,000
% change year-on-year +11.00% -9.09% +10.00%

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 1,876 2,750 2,461
As % of all permanent IT jobs advertised in Oxfordshire 92.60% 92.07% 90.81%
Number of salaries quoted 1,579 2,369 2,018
Oxfordshire median annual salary £50,000 £47,500 £42,500
Median salary % change year-on-year +5.26% +11.76% -6.59%
10th Percentile £30,000 £30,000 £27,000
90th Percentile £75,000 £72,500 £67,500
South East median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - -

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 May 2019.

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 May 2019. 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 +18 17 £63,990 +2.38%
Kidlington +12 3 £60,000 -9.09% 1
Bicester - 1 £55,000 -
ETL
South East

For the 6 months to 20 May 2019, 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 26 (89.66%) SQL
2 17 (58.62%) Agile Software Development
2 17 (58.62%) Master Data Management
3 15 (51.72%) Oracle
3 15 (51.72%) Business Intelligence
4 13 (44.83%) Analytics
5 12 (41.38%) Tableau
5 12 (41.38%) Data Warehouse
5 12 (41.38%) Data Management
5 12 (41.38%) Visualisation
6 11 (37.93%) Data Modelling
6 11 (37.93%) Java
6 11 (37.93%) Talend
7 10 (34.48%) Amazon AWS
7 10 (34.48%) Data Architecture
8 9 (31.03%) Degree
8 9 (31.03%) Computer Science
9 8 (27.59%) JIRA
9 8 (27.59%) Software Engineering
9 8 (27.59%) Enterprise Architecture
9 8 (27.59%) Confluence
10 7 (24.14%) Data Analytics
10 7 (24.14%) Data Quality
10 7 (24.14%) Relational Database
10 7 (24.14%) Elasticsearch
10 7 (24.14%) Enterprise Data Management
10 7 (24.14%) Scrum
11 6 (20.69%) PL/SQL
11 6 (20.69%) Python
11 6 (20.69%) Logical Data Model

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 8 (27.59%) Confluence
2 7 (24.14%) Elasticsearch
3 3 (10.34%) Apache Spark
Business Applications
1 1 (3.45%) SAP CRM
1 1 (3.45%) SAP MDG
Cloud Services
1 10 (34.48%) Amazon AWS
2 3 (10.34%) Power Platform
3 2 (6.90%) Dynamics 365
4 1 (3.45%) Amazon CloudSearch
4 1 (3.45%) Amazon EC2
4 1 (3.45%) Amazon ElastiCache
4 1 (3.45%) Amazon ELB
4 1 (3.45%) Amazon EMR
4 1 (3.45%) Amazon Kinesis
4 1 (3.45%) Amazon S3
Database & Business Intelligence
1 12 (41.38%) Data Warehouse
2 7 (24.14%) Relational Database
3 5 (17.24%) Amazon Redshift
3 5 (17.24%) Big Data
3 5 (17.24%) Oracle Reports
4 4 (13.79%) Data Lake
4 4 (13.79%) MongoDB
5 3 (10.34%) Data Mart
5 3 (10.34%) Hadoop
5 3 (10.34%) MySQL
5 3 (10.34%) NoSQL
5 3 (10.34%) Power BI
5 3 (10.34%) SQL Server
6 2 (6.90%) Amazon RDS
6 2 (6.90%) Data Mining
6 2 (6.90%) InfluxDB
6 2 (6.90%) Looker
6 2 (6.90%) PostgreSQL
6 2 (6.90%) SQL Server Integration Services
7 1 (3.45%) Electronic Patient Records
Development Applications
1 8 (27.59%) JIRA
2 2 (6.90%) Git (software)
3 1 (3.45%) Jenkins
General
1 1 (3.45%) Back Office
1 1 (3.45%) Publishing
Job Titles
1 15 (51.72%) Architect
1 15 (51.72%) Data Architect
2 10 (34.48%) Developer
3 6 (20.69%) Lead Developer
4 5 (17.24%) Database Developer
5 4 (13.79%) Designer
5 4 (13.79%) Solutions Designer
6 3 (10.34%) Data Engineer
6 3 (10.34%) Python Developer
7 2 (6.90%) Lead Architect
7 2 (6.90%) Lead Data Architect
7 2 (6.90%) Python Engineer
8 1 (3.45%) Business Intelligence Developer
8 1 (3.45%) Enterprise Architect
8 1 (3.45%) Enterprise Data Architect
8 1 (3.45%) Lead Enterprise Architect
8 1 (3.45%) Machine Learning Developer
8 1 (3.45%) Scrum Master
8 1 (3.45%) Technical Leader
Libraries, Frameworks & Software Standards
1 3 (10.34%) CherryPy
1 3 (10.34%) Django
1 3 (10.34%) Flask
1 3 (10.34%) Pyramid
1 3 (10.34%) RESTful
1 3 (10.34%) SQLAlchemy
2 1 (3.45%) Elastic Stack
2 1 (3.45%) Kafka
2 1 (3.45%) Lucene
2 1 (3.45%) Spring
2 1 (3.45%) Spring Boot
Miscellaneous
1 3 (10.34%) Data Structures
2 2 (6.90%) Analytical Skills
2 2 (6.90%) Management Information System
3 1 (3.45%) Fintech
Processes & Methodologies
1 17 (58.62%) Agile Software Development
1 17 (58.62%) Master Data Management
2 15 (51.72%) Business Intelligence
3 13 (44.83%) Analytics
4 12 (41.38%) Data Management
4 12 (41.38%) Visualisation
5 11 (37.93%) Data Modelling
6 10 (34.48%) Data Architecture
7 9 (31.03%) Computer Science
8 8 (27.59%) Enterprise Architecture
8 8 (27.59%) Software Engineering
9 7 (24.14%) Data Analytics
9 7 (24.14%) Enterprise Data Management
9 7 (24.14%) Scrum
10 6 (20.69%) API Development
10 6 (20.69%) Logical Data Model
10 6 (20.69%) Physical Data Model
11 5 (17.24%) Data Integration
11 5 (17.24%) Data Strategy
12 4 (13.79%) API Design
Programming Languages
1 26 (89.66%) SQL
2 11 (37.93%) Java
3 6 (20.69%) PL/SQL
3 6 (20.69%) Python
4 1 (3.45%) Julia
4 1 (3.45%) MATLAB
4 1 (3.45%) R
Qualifications
1 9 (31.03%) Degree
2 2 (6.90%) Computer Science Degree
Quality Assurance & Compliance
1 7 (24.14%) Data Quality
System Software
1 3 (10.34%) Docker
Systems Management
1 3 (10.34%) Kubernetes
1 3 (10.34%) Terraform
2 1 (3.45%) Kibana
2 1 (3.45%) logstash
Vendors
1 15 (51.72%) Oracle
2 12 (41.38%) Tableau
3 11 (37.93%) Talend
4 3 (10.34%) Microsoft
5 2 (6.90%) SAP
6 1 (3.45%) IBM
6 1 (3.45%) Informatica
6 1 (3.45%) SnapLogic
6 1 (3.45%) Spotify