Period
to 23 January 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 23 January 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South East > Oxfordshire
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 135 88 78
Rank change year-on-year -47 -10 +44
Permanent jobs citing ETL 40 67 126
As % of all permanent IT jobs advertised in Oxfordshire 1.30% 2.53% 3.74%
As % of the Processes & Methodologies category 1.46% 2.85% 4.26%
Number of salaries quoted 16 69 73
Oxfordshire median annual salary £51,250 £53,500 £52,000
Median salary % change year-on-year -4.21% +2.88% -0.95%
10th Percentile £33,750 £37,750 £37,600
90th Percentile £84,500 £64,400 £61,000
South East median annual salary £52,500 £51,500 £47,500
% change year-on-year +1.94% +8.42% -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 2,739 2,347 2,959
As % of all permanent IT jobs advertised in Oxfordshire 89.02% 88.63% 87.78%
Number of salaries quoted 2,237 1,844 2,382
Oxfordshire median annual salary £47,500 £44,500 £45,000
Median salary % change year-on-year +6.74% -1.11% +5.88%
10th Percentile £29,650 £27,500 £27,500
90th Percentile £72,500 £67,500 £65,000
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 23 January 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 23 January 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 -29 11 £46,250 -7.50%
Abingdon -5 9 - - 2
Kidlington -3 6 - -
Henley-on-Thames -12 2 - -
Banbury - 1 £40,000 - 1
ETL
South East

For the 6 months to 23 January 2018, 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 29 (72.50%) SQL
2 27 (67.50%) Business Intelligence
2 27 (67.50%) SQL Server Reporting Services
3 24 (60.00%) SQL Server
4 22 (55.00%) Data Warehouse
4 22 (55.00%) Agile Software Development
5 21 (52.50%) Tableau
6 15 (37.50%) Data Modelling
6 15 (37.50%) Big Data
6 15 (37.50%) Amazon AWS
7 13 (32.50%) Finance
8 12 (30.00%) Crystal Reports
8 12 (30.00%) QlikView
8 12 (30.00%) Microsoft Azure
8 12 (30.00%) Change Data Capture
9 11 (27.50%) SQL Server Analysis Services
9 11 (27.50%) Hadoop
9 11 (27.50%) CRM
9 11 (27.50%) Microsoft
9 11 (27.50%) SQL Server Integration Services
10 10 (25.00%) Degree
10 10 (25.00%) MDX
10 10 (25.00%) Dimensional Modelling
10 10 (25.00%) SQL Server 2012
10 10 (25.00%) Mentoring
11 9 (22.50%) Kimball Methodology
11 9 (22.50%) Data Quality
11 9 (22.50%) Data Migration
11 9 (22.50%) Waterfall
11 9 (22.50%) Marketing

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 2 (5.00%) Apache Pig
1 2 (5.00%) Apache Spark
1 2 (5.00%) JBoss
2 1 (2.50%) Apache
2 1 (2.50%) GeoServer
Applications
1 7 (17.50%) Microsoft Excel
Cloud Services
1 15 (37.50%) Amazon AWS
2 12 (30.00%) Microsoft Azure
3 2 (5.00%) Force.com
3 2 (5.00%) Google Cloud Platform
3 2 (5.00%) Salesforce Service Cloud
Database & Business Intelligence
1 27 (67.50%) SQL Server Reporting Services
2 24 (60.00%) SQL Server
3 22 (55.00%) Data Warehouse
4 15 (37.50%) Big Data
5 12 (30.00%) Crystal Reports
5 12 (30.00%) QlikView
6 11 (27.50%) Hadoop
6 11 (27.50%) SQL Server Analysis Services
6 11 (27.50%) SQL Server Integration Services
7 10 (25.00%) SQL Server 2012
8 3 (7.50%) NoSQL
9 2 (5.00%) Amazon DynamoDB
9 2 (5.00%) Apache Cassandra
9 2 (5.00%) Apache Hive
9 2 (5.00%) HBase
9 2 (5.00%) MongoDB
9 2 (5.00%) MySQL
9 2 (5.00%) Power BI
9 2 (5.00%) Relational Database
10 1 (2.50%) SQL Server 2016
Development Applications
1 3 (7.50%) JIRA
2 1 (2.50%) Atlassian Bamboo
2 1 (2.50%) Oracle APEX
General
1 13 (32.50%) Finance
2 9 (22.50%) Marketing
3 1 (2.50%) Publishing
Job Titles
1 16 (40.00%) Analyst
1 16 (40.00%) Business Intelligence Analyst
2 11 (27.50%) Architect
2 11 (27.50%) Developer
2 11 (27.50%) Technical Architect
3 9 (22.50%) Business Intelligence Architect
3 9 (22.50%) Data Architect
3 9 (22.50%) Data Warehouse Architect
3 9 (22.50%) IT Architect
4 6 (15.00%) Business Intelligence Developer
5 4 (10.00%) Analyst Developer
5 4 (10.00%) Business Developer
5 4 (10.00%) ETL Analyst
5 4 (10.00%) SQL Analyst
5 4 (10.00%) SQL Server Analyst
6 3 (7.50%) Development Team Leader
6 3 (7.50%) Team Leader
7 2 (5.00%) Java Developer
7 2 (5.00%) Principal Developer
7 2 (5.00%) Salesforce Developer
Libraries, Frameworks & Software Standards
1 10 (25.00%) MDX
2 6 (15.00%) Web Services
2 6 (15.00%) XML
3 4 (10.00%) Django
3 4 (10.00%) Flask
3 4 (10.00%) SOAP
3 4 (10.00%) Visualforce
3 4 (10.00%) XSLT
4 3 (7.50%) Java EE
5 2 (5.00%) Apache Camel
5 2 (5.00%) Mason
5 2 (5.00%) REST
5 2 (5.00%) RESTful
5 2 (5.00%) Spring
5 2 (5.00%) XML Schema
6 1 (2.50%) Java SE
6 1 (2.50%) JSON
6 1 (2.50%) OpenLayers
6 1 (2.50%) PostGIS
Miscellaneous
1 9 (22.50%) Analytical Skills
2 7 (17.50%) Management Information System
3 4 (10.00%) Greenfield Project
3 4 (10.00%) Reinsurance
4 3 (7.50%) Computer Science
Processes & Methodologies
1 27 (67.50%) Business Intelligence
2 22 (55.00%) Agile Software Development
3 15 (37.50%) Data Modelling
4 12 (30.00%) Change Data Capture
5 11 (27.50%) CRM
6 10 (25.00%) Dimensional Modelling
6 10 (25.00%) Mentoring
7 9 (22.50%) Data Migration
7 9 (22.50%) IT Strategy
7 9 (22.50%) Kimball Methodology
7 9 (22.50%) Migration
7 9 (22.50%) Project Management
7 9 (22.50%) Waterfall
8 5 (12.50%) Continuous Improvement
8 5 (12.50%) Data Transformation
8 5 (12.50%) Mathematics
9 4 (10.00%) API Design
9 4 (10.00%) API Development
9 4 (10.00%) Data Extraction
9 4 (10.00%) Performance Tuning
Programming Languages
1 29 (72.50%) SQL
2 5 (12.50%) Java
3 4 (10.00%) Apex Code
3 4 (10.00%) C#
3 4 (10.00%) Python
4 2 (5.00%) SOQL
4 2 (5.00%) SOSL
4 2 (5.00%) T-SQL
5 1 (2.50%) Data Analysis Expressions (DAX)
Qualifications
1 10 (25.00%) Degree
2 9 (22.50%) MBA
Quality Assurance & Compliance
1 9 (22.50%) Data Quality
System Software
1 4 (10.00%) Docker
Vendors
1 21 (52.50%) Tableau
2 11 (27.50%) Microsoft
3 9 (22.50%) Cognos
4 4 (10.00%) Salesforce.com
5 3 (7.50%) Oracle
6 2 (5.00%) Google
6 2 (5.00%) Informatica
6 2 (5.00%) Talend
7 1 (2.50%) ESRI
7 1 (2.50%) Sage