Period
to 23 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire with a requirement for Spark SQL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Spark SQL over the 6 months to 23 July 2018 with a comparison to the same period in the previous 2 years.

Apache Spark SQL
South East > Oxfordshire
6 months to
23 Jul 2018
Same period 2017 Same period 2016
Rank 181 141 -
Rank change year-on-year -40 - -
Permanent jobs citing Spark SQL 2 24 0
As % of all permanent IT jobs advertised in Oxfordshire 0.066% 0.86% -
As % of the Database & Business Intelligence category 0.21% 2.90% -
Number of salaries quoted 2 24 0
Oxfordshire median annual salary £68,500 £65,000 -
Median salary % change year-on-year +5.38% - -
South East median annual salary £68,500 £65,000 -
% change year-on-year +5.38% - -

Spark SQL is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
Oxfordshire
Permanent vacancies with a requirement for database or business intelligence skills 931 827 1,056
As % of all permanent IT jobs advertised in Oxfordshire 30.64% 29.64% 33.32%
Number of salaries quoted 832 762 942
Oxfordshire median annual salary £47,500 £45,000 £46,000
Median salary % change year-on-year +5.56% -2.17% +15.00%
10th Percentile £30,000 £28,533 £28,750
90th Percentile £70,000 £69,875 £67,500
South East median annual salary £46,500 £45,000 £45,000
% change year-on-year +3.33% - +5.88%

Spark SQL
Job Vacancy Trend in Oxfordshire

Job postings citing Spark SQL as a percentage of all IT jobs advertised in Oxfordshire.

Job vacancy trend for Spark SQL in Oxfordshire

Spark SQL
Salary Trend in Oxfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Spark SQL in Oxfordshire.

Salary trend for Spark SQL in Oxfordshire

Spark SQL
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Spark SQL within the Oxfordshire region over the 6 months to 23 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 -14 2 £68,500 -
Spark SQL
South East

For the 6 months to 23 July 2018, IT jobs citing Spark SQL 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 Spark SQL.

1 2 (100.00%) Java
1 2 (100.00%) JavaScript
1 2 (100.00%) SQL
1 2 (100.00%) Web Services
1 2 (100.00%) Code Coverage
1 2 (100.00%) Agile Software Development
1 2 (100.00%) TDD
1 2 (100.00%) Lucene
1 2 (100.00%) Selenium
1 2 (100.00%) Continuous Integration
1 2 (100.00%) Semantic Web
1 2 (100.00%) Test Automation
1 2 (100.00%) RESTful
1 2 (100.00%) Apache Solr
1 2 (100.00%) Visualisation
1 2 (100.00%) Amazon AWS
1 2 (100.00%) Apache Hive
1 2 (100.00%) Apache Cassandra
1 2 (100.00%) Data Visualisation
1 2 (100.00%) Natural Language Processing
1 2 (100.00%) Machine Learning
1 2 (100.00%) Big Data
1 2 (100.00%) AngularJS
1 2 (100.00%) Elasticsearch
1 2 (100.00%) Apache Spark
1 2 (100.00%) Continuous Deployment
1 2 (100.00%) Digital Transformation Programme
1 2 (100.00%) Java 8

Spark SQL
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 (100.00%) Apache Solr
1 2 (100.00%) Apache Spark
1 2 (100.00%) Elasticsearch
Cloud Services
1 2 (100.00%) Amazon AWS
Database & Business Intelligence
1 2 (100.00%) Apache Cassandra
1 2 (100.00%) Apache Hive
1 2 (100.00%) Big Data
Development Applications
1 2 (100.00%) Selenium
Job Titles
1 2 (100.00%) Development Manager
1 2 (100.00%) Software Development Manager
1 2 (100.00%) Software Manager
Libraries, Frameworks & Software Standards
1 2 (100.00%) AngularJS
1 2 (100.00%) Lucene
1 2 (100.00%) Natural Language Processing
1 2 (100.00%) RESTful
1 2 (100.00%) Web Services
Miscellaneous
1 2 (100.00%) Semantic Web
Processes & Methodologies
1 2 (100.00%) Agile Software Development
1 2 (100.00%) Code Coverage
1 2 (100.00%) Continuous Deployment
1 2 (100.00%) Continuous Integration
1 2 (100.00%) Data Visualisation
1 2 (100.00%) Digital Transformation Programme
1 2 (100.00%) Machine Learning
1 2 (100.00%) TDD
1 2 (100.00%) Test Automation
1 2 (100.00%) Visualisation
Programming Languages
1 2 (100.00%) Java
1 2 (100.00%) Java 8
1 2 (100.00%) JavaScript
1 2 (100.00%) SQL