Period
to 19 November 2017

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 19 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South East > Oxfordshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 149 97 64
Rank change year-on-year -52 -33 +67
Permanent jobs citing ETL 21 80 145
As % of all permanent IT jobs advertised in Oxfordshire 0.71% 2.74% 4.29%
As % of the Processes & Methodologies category 0.80% 3.10% 4.93%
Number of salaries quoted 13 72 90
Oxfordshire median annual salary £60,000 £53,500 £52,000
Median salary % change year-on-year +12.15% +2.88% +4.00%
10th Percentile £33,750 £40,625 £37,950
90th Percentile £84,800 £60,000 £64,000
South East median annual salary £52,500 £50,000 £48,375
% change year-on-year +5.00% +3.36% -3.25%

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 2625 2582 2942
As % of all permanent IT jobs advertised in Oxfordshire 88.35% 88.58% 87.12%
Number of salaries quoted 2158 2066 2381
Oxfordshire median annual salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27% +9.32%
10th Percentile £29,000 £27,500 £26,250
90th Percentile £72,500 £66,250 £63,750
South East median annual salary £45,000 £45,000 £45,000

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 19 November 2017.

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 19 November 2017. 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 -25 9 £60,750 +21.50% 2
Abingdon +8 5 £45,000 -10.00%
Henley-on-Thames -15 2 - -
Kidlington -5 1 - -
ETL
South East

For the 6 months to 19 November 2017, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Oxfordshire region with a requirement for ETL.

1 17 (80.95%) Agile Software Development
2 14 (66.67%) SQL
3 12 (57.14%) Data Modelling
4 10 (47.62%) Business Intelligence
4 10 (47.62%) SQL Server Reporting Services
5 8 (38.10%) Finance
5 8 (38.10%) Microsoft Azure
5 8 (38.10%) Amazon AWS
5 8 (38.10%) Big Data
6 7 (33.33%) Java
6 7 (33.33%) SQL Server
7 6 (28.57%) Web Services
7 6 (28.57%) XML
7 6 (28.57%) Data Warehouse
7 6 (28.57%) TDD
7 6 (28.57%) SQL Server Integration Services
7 6 (28.57%) Hadoop
7 6 (28.57%) Continuous Integration
8 5 (23.81%) SQL Server Analysis Services
8 5 (23.81%) SQL Server 2012
8 5 (23.81%) Tableau
8 5 (23.81%) Mentoring
8 5 (23.81%) Java EE
8 5 (23.81%) MDX
8 5 (23.81%) JIRA
8 5 (23.81%) Microsoft
9 4 (19.05%) XML Schema
9 4 (19.05%) Project Management
9 4 (19.05%) SOAP
9 4 (19.05%) CRM

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 4 (19.05%) JBoss
2 2 (9.52%) Apache Pig
2 2 (9.52%) Apache Spark
3 1 (4.76%) GeoServer
Cloud Services
1 8 (38.10%) Amazon AWS
1 8 (38.10%) Microsoft Azure
2 2 (9.52%) Force.com
2 2 (9.52%) Google Cloud Platform
Communications & Networking
1 1 (4.76%) SMS
Database & Business Intelligence
1 10 (47.62%) SQL Server Reporting Services
2 8 (38.10%) Big Data
3 7 (33.33%) SQL Server
4 6 (28.57%) Data Warehouse
4 6 (28.57%) Hadoop
4 6 (28.57%) SQL Server Integration Services
5 5 (23.81%) SQL Server 2012
5 5 (23.81%) SQL Server Analysis Services
6 4 (19.05%) NoSQL
7 2 (9.52%) Amazon DynamoDB
7 2 (9.52%) Apache Cassandra
7 2 (9.52%) Apache Hive
7 2 (9.52%) HBase
7 2 (9.52%) MongoDB
8 1 (4.76%) PostgreSQL
8 1 (4.76%) Power BI
8 1 (4.76%) SQL Server 2014
8 1 (4.76%) Triplestore
Development Applications
1 5 (23.81%) JIRA
2 4 (19.05%) Talend Open Studio
3 1 (4.76%) Ant
3 1 (4.76%) Atlassian Bamboo
3 1 (4.76%) Hudson
3 1 (4.76%) Jenkins
3 1 (4.76%) Maven
General
1 8 (38.10%) Finance
2 4 (19.05%) Marketing
2 4 (19.05%) Publishing
Job Titles
1 12 (57.14%) Developer
2 6 (28.57%) Architect
2 6 (28.57%) Business Intelligence Developer
2 6 (28.57%) Technical Architect
3 4 (19.05%) Analyst
3 4 (19.05%) Analyst Developer
3 4 (19.05%) Business Developer
3 4 (19.05%) Business Intelligence Analyst
3 4 (19.05%) Business Intelligence Architect
3 4 (19.05%) Data Architect
3 4 (19.05%) Data Warehouse Architect
3 4 (19.05%) Integration Developer
3 4 (19.05%) IT Architect
3 4 (19.05%) Java Developer
3 4 (19.05%) Oracle Developer
3 4 (19.05%) Principal Developer
3 4 (19.05%) Principal Java Developer
3 4 (19.05%) XML Developer
4 2 (9.52%) Agile Developer
4 2 (9.52%) Agile Java Developer
Libraries, Frameworks & Software Standards
1 6 (28.57%) Web Services
1 6 (28.57%) XML
2 5 (23.81%) Java EE
2 5 (23.81%) MDX
3 4 (19.05%) Apache Camel
3 4 (19.05%) RESTful
3 4 (19.05%) SOAP
3 4 (19.05%) Spring
3 4 (19.05%) XML Schema
4 2 (9.52%) JSON
4 2 (9.52%) REST
4 2 (9.52%) Visualforce
5 1 (4.76%) Django
5 1 (4.76%) Flask
5 1 (4.76%) Java SE
5 1 (4.76%) OpenLayers
5 1 (4.76%) PostGIS
5 1 (4.76%) SQLAlchemy
5 1 (4.76%) XSLT
Miscellaneous
1 4 (19.05%) Analytical Skills
1 4 (19.05%) Greenfield Project
1 4 (19.05%) Reinsurance
2 2 (9.52%) Computer Science
3 1 (4.76%) Linked Data
3 1 (4.76%) Semantic Web
Processes & Methodologies
1 17 (80.95%) Agile Software Development
2 12 (57.14%) Data Modelling
3 10 (47.62%) Business Intelligence
4 6 (28.57%) Continuous Integration
4 6 (28.57%) TDD
5 5 (23.81%) Mentoring
6 4 (19.05%) Continuous Delivery
6 4 (19.05%) Continuous Improvement
6 4 (19.05%) Data Extraction
6 4 (19.05%) Data Integration
6 4 (19.05%) Data Management
6 4 (19.05%) Data Migration
6 4 (19.05%) Dimensional Modelling
6 4 (19.05%) Kimball Methodology
6 4 (19.05%) Master Data Management
6 4 (19.05%) Mathematics
6 4 (19.05%) Performance Tuning
6 4 (19.05%) Project Management
6 4 (19.05%) Test Automation
6 4 (19.05%) Waterfall
Programming Languages
1 14 (66.67%) SQL
2 7 (33.33%) Java
3 4 (19.05%) C#
4 2 (9.52%) Apex Code
4 2 (9.52%) Python
5 1 (4.76%) C++
5 1 (4.76%) Data Analysis Expressions (DAX)
5 1 (4.76%) SPARQL
5 1 (4.76%) T-SQL
Qualifications
1 4 (19.05%) Degree
1 4 (19.05%) MBA
Quality Assurance & Compliance
1 4 (19.05%) Data Quality
System Software
1 2 (9.52%) Docker
Vendors
1 5 (23.81%) Microsoft
1 5 (23.81%) Tableau
2 4 (19.05%) Cognos
2 4 (19.05%) Oracle
2 4 (19.05%) Talend
3 2 (9.52%) Google
3 2 (9.52%) Salesforce.com
4 1 (4.76%) ESRI
4 1 (4.76%) Sage