Period
to 19 April 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 19 April 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South East > Oxfordshire
6 months to
19 Apr 2018
Same period 2017 Same period 2016
Rank 125 85 92
Rank change year-on-year -40 +7 +23
Permanent jobs citing ETL 57 89 102
As % of all permanent IT jobs advertised in Oxfordshire 1.81% 3.30% 3.17%
As % of the Processes & Methodologies category 1.99% 3.71% 3.54%
Number of salaries quoted 40 104 75
Oxfordshire median annual salary £56,250 £57,500 £52,000
Median salary % change year-on-year -2.17% +10.58% -2.80%
10th Percentile £37,500 £45,000 £38,000
90th Percentile £66,000 £68,750 £65,000
South East median annual salary £50,000 £54,000 £47,500
% change year-on-year -7.41% +13.68% -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 2,862 2,402 2,880
As % of all permanent IT jobs advertised in Oxfordshire 90.97% 89.13% 89.47%
Number of salaries quoted 2,431 1,964 2,324
Oxfordshire median annual salary £47,500 £42,500 £45,000
Median salary % change year-on-year +11.76% -5.56% +5.88%
10th Percentile £30,000 £27,500 £27,500
90th Percentile £72,500 £67,500 £68,750
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 April 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 19 April 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 -28 21 £62,500 +19.05% 2
Kidlington -11 11 £66,000 +1.54%
Abingdon -6 9 £47,500 -
Banbury - 5 £50,000 -
ETL
South East

For the 6 months to 19 April 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 45 (78.95%) SQL
2 34 (59.65%) Agile Software Development
3 32 (56.14%) SQL Server Reporting Services
3 32 (56.14%) SQL Server
3 32 (56.14%) Business Intelligence
4 31 (54.39%) Data Modelling
4 31 (54.39%) Data Warehouse
5 25 (43.86%) Tableau
6 19 (33.33%) SQL Server Integration Services
7 18 (31.58%) SQL Server Analysis Services
7 18 (31.58%) Oracle
7 18 (31.58%) Data Quality
8 17 (29.82%) Microsoft
9 16 (28.07%) QlikView
9 16 (28.07%) Master Data Management
10 15 (26.32%) Talend
10 15 (26.32%) Data Analysis
10 15 (26.32%) Degree
10 15 (26.32%) Migration
11 14 (24.56%) Performance Tuning
12 13 (22.81%) Change Data Capture
12 13 (22.81%) SQL Server 2012
12 13 (22.81%) Crystal Reports
12 13 (22.81%) Dimensional Modelling
12 13 (22.81%) Amazon AWS
13 12 (21.05%) Finance
13 12 (21.05%) Big Data
14 11 (19.30%) Analytical Skills
14 11 (19.30%) Data Mapping
15 10 (17.54%) 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 6 (10.53%) Confluence
2 4 (7.02%) Apache Spark
3 3 (5.26%) Apache
4 2 (3.51%) Apache Airflow
5 1 (1.75%) JBoss
5 1 (1.75%) SAS
Applications
1 8 (14.04%) Microsoft Excel
Cloud Services
1 13 (22.81%) Amazon AWS
2 9 (15.79%) Microsoft Azure
3 2 (3.51%) Salesforce Service Cloud
Database & Business Intelligence
1 32 (56.14%) SQL Server
1 32 (56.14%) SQL Server Reporting Services
2 31 (54.39%) Data Warehouse
3 19 (33.33%) SQL Server Integration Services
4 18 (31.58%) SQL Server Analysis Services
5 16 (28.07%) QlikView
6 13 (22.81%) Crystal Reports
6 13 (22.81%) SQL Server 2012
7 12 (21.05%) Big Data
8 8 (14.04%) Hadoop
9 6 (10.53%) Power BI
10 5 (8.77%) SQL Server 2016
11 4 (7.02%) Microsoft Analysis Services
11 4 (7.02%) Spotfire
12 3 (5.26%) Qlik Sense
12 3 (5.26%) Relational Database
13 2 (3.51%) Apache Cassandra
13 2 (3.51%) BigQuery
13 2 (3.51%) MySQL
14 1 (1.75%) OLTP
Development Applications
1 8 (14.04%) JIRA
2 1 (1.75%) Atlassian Bamboo
2 1 (1.75%) Jenkins
2 1 (1.75%) Oracle APEX
General
1 12 (21.05%) Finance
2 8 (14.04%) Marketing
3 3 (5.26%) Advertising
4 1 (1.75%) Publishing
Job Titles
1 27 (47.37%) Analyst
2 16 (28.07%) Business Intelligence Analyst
3 14 (24.56%) Developer
4 11 (19.30%) Data Analyst
5 9 (15.79%) Architect
5 9 (15.79%) Business Intelligence Developer
5 9 (15.79%) ETL Analyst
5 9 (15.79%) SQL Analyst
6 8 (14.04%) Business Intelligence Architect
6 8 (14.04%) Data Architect
6 8 (14.04%) Data Warehouse Architect
6 8 (14.04%) IT Architect
6 8 (14.04%) Technical Architect
7 6 (10.53%) Senior Analyst
7 6 (10.53%) Senior Data Analyst
8 5 (8.77%) ETL Specialist
8 5 (8.77%) Oracle Analyst
8 5 (8.77%) Oracle Specialist
8 5 (8.77%) SQL Data Analyst
8 5 (8.77%) SQL Developer
Libraries, Frameworks & Software Standards
1 9 (15.79%) MDX
2 6 (10.53%) Natural Language Processing
3 5 (8.77%) XML
4 4 (7.02%) Django
4 4 (7.02%) Flask
4 4 (7.02%) XSLT
5 3 (5.26%) SOAP
5 3 (5.26%) Web Services
6 2 (3.51%) Kafka
6 2 (3.51%) Mason
6 2 (3.51%) REST
6 2 (3.51%) Visualforce
7 1 (1.75%) Apache Camel
7 1 (1.75%) Java EE
7 1 (1.75%) JSON
7 1 (1.75%) RESTful
7 1 (1.75%) Spring
7 1 (1.75%) XML Schema
Miscellaneous
1 11 (19.30%) Analytical Skills
2 7 (12.28%) Management Information System
3 6 (10.53%) Reference Data
4 4 (7.02%) Greenfield Project
4 4 (7.02%) Robotics
5 2 (3.51%) Algorithms
6 1 (1.75%) Computer Science
6 1 (1.75%) Reinsurance
6 1 (1.75%) Replication
6 1 (1.75%) Self-Motivation
Processes & Methodologies
1 34 (59.65%) Agile Software Development
2 32 (56.14%) Business Intelligence
3 31 (54.39%) Data Modelling
4 16 (28.07%) Master Data Management
5 15 (26.32%) Data Analysis
5 15 (26.32%) Migration
6 14 (24.56%) Performance Tuning
7 13 (22.81%) Change Data Capture
7 13 (22.81%) Dimensional Modelling
8 11 (19.30%) Data Mapping
9 10 (17.54%) CRM
9 10 (17.54%) Machine Learning
10 9 (15.79%) Data Migration
11 8 (14.04%) Analytics
11 8 (14.04%) IT Strategy
11 8 (14.04%) Kimball Methodology
11 8 (14.04%) Mentoring
11 8 (14.04%) Problem-Solving
11 8 (14.04%) Project Management
11 8 (14.04%) Waterfall
Programming Languages
1 45 (78.95%) SQL
2 8 (14.04%) Python
3 7 (12.28%) T-SQL
4 5 (8.77%) PL/SQL
5 4 (7.02%) C++
6 2 (3.51%) Apex Code
6 2 (3.51%) C
6 2 (3.51%) Scala
6 2 (3.51%) SOQL
6 2 (3.51%) SOSL
7 1 (1.75%) C#
7 1 (1.75%) Data Analysis Expressions (DAX)
7 1 (1.75%) Java
Qualifications
1 15 (26.32%) Degree
2 8 (14.04%) MBA
Quality Assurance & Compliance
1 18 (31.58%) Data Quality
2 1 (1.75%) GDPR
2 1 (1.75%) QA
System Software
1 4 (7.02%) Docker
Systems Management
1 2 (3.51%) Kubernetes
2 1 (1.75%) Systems Management Server (SMS)
Vendors
1 25 (43.86%) Tableau
2 18 (31.58%) Oracle
3 17 (29.82%) Microsoft
4 15 (26.32%) Talend
5 8 (14.04%) Cognos
6 2 (3.51%) Google
6 2 (3.51%) Informatica
6 2 (3.51%) Salesforce.com