Period
to 24 May 2018

The following table provides summary statistics for permanent job vacancies advertised in Southampton with a requirement for Apache Spark skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Spark over the 6 months to 24 May 2018 with a comparison to the same period in the previous 2 years.

Apache Spark
Hampshire > Southampton
6 months to
24 May 2018
Same period 2017 Same period 2016
Rank 115 - -
Rank change year-on-year - - -
Permanent jobs citing Apache Spark 2 0 0
As % of all permanent IT jobs advertised in Southampton 0.13% - -
As % of the Application Platforms category 0.82% - -
Number of salaries quoted 1 0 0
Southampton median annual salary £60,000 - -
Hampshire median annual salary £60,000 £67,500 £32,500
% change year-on-year -11.11% +107.69% -

Apache Spark is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Southampton with a requirement for application platform skills.

All Application Platform Skills
Southampton
Permanent vacancies with a requirement for application platform skills 243 255 345
As % of all permanent IT jobs advertised in Southampton 15.38% 20.75% 22.45%
Number of salaries quoted 230 239 324
Southampton median annual salary £38,500 £37,500 £37,500
Median salary % change year-on-year +2.67% - -2.60%
10th Percentile £27,500 £26,250 £24,650
90th Percentile £60,000 £55,000 £48,750
Hampshire median annual salary £42,500 £40,000 £38,000
% change year-on-year +6.25% +5.26% -5.00%

Apache Spark
Job Vacancy Trend in Southampton

Job postings citing Apache Spark as a percentage of all IT jobs advertised in Southampton.

Job vacancy trend for Apache Spark in Southampton

Apache Spark
Salary Trend in Southampton

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

Salary trend for Apache Spark in Southampton

For the 6 months to 24 May 2018, IT jobs citing Apache Spark 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 Southampton region with a requirement for Apache Spark.

1 2 (100.00%) Data Warehouse
1 2 (100.00%) Data Modelling
1 2 (100.00%) ETL
1 2 (100.00%) Migration
1 2 (100.00%) Google
1 2 (100.00%) Data Architecture
1 2 (100.00%) Hadoop
1 2 (100.00%) Microsoft Azure
1 2 (100.00%) Amazon AWS
1 2 (100.00%) Analytical Skills
1 2 (100.00%) Google Cloud Platform
1 2 (100.00%) Big Data
1 2 (100.00%) Amazon EMR
2 1 (50.00%) Oozie
2 1 (50.00%) Analytics
2 1 (50.00%) C#
2 1 (50.00%) Python
2 1 (50.00%) HDInsight
2 1 (50.00%) Electronic Patient Records
2 1 (50.00%) Cosmos DB
2 1 (50.00%) Data Science
2 1 (50.00%) TOGAF Certification
2 1 (50.00%) DAMA
2 1 (50.00%) Apache Cassandra
2 1 (50.00%) NoSQL
2 1 (50.00%) HBase
2 1 (50.00%) Retail
2 1 (50.00%) Data Management
2 1 (50.00%) TOGAF

Apache Spark
Co-occurring IT Skills in Southampton 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:

Cloud Services
1 2 (100.00%) Amazon AWS
1 2 (100.00%) Amazon EMR
1 2 (100.00%) Google Cloud Platform
1 2 (100.00%) Microsoft Azure
Database & Business Intelligence
1 2 (100.00%) Big Data
1 2 (100.00%) Data Warehouse
1 2 (100.00%) Hadoop
2 1 (50.00%) Apache Cassandra
2 1 (50.00%) Cosmos DB
2 1 (50.00%) Electronic Patient Records
2 1 (50.00%) HBase
2 1 (50.00%) HDInsight
2 1 (50.00%) NoSQL
General
1 1 (50.00%) Retail
Job Titles
1 2 (100.00%) Architect
1 2 (100.00%) Big Data Architect
1 2 (100.00%) Data Architect
Miscellaneous
1 2 (100.00%) Analytical Skills
Processes & Methodologies
1 2 (100.00%) Data Architecture
1 2 (100.00%) Data Modelling
1 2 (100.00%) ETL
1 2 (100.00%) Migration
2 1 (50.00%) Analytics
2 1 (50.00%) DAMA
2 1 (50.00%) Data Management
2 1 (50.00%) Data Science
2 1 (50.00%) TOGAF
Programming Languages
1 1 (50.00%) C#
1 1 (50.00%) Python
Qualifications
1 1 (50.00%) TOGAF Certification
Systems Management
1 1 (50.00%) Oozie
Vendors
1 2 (100.00%) Google