Period
to 23 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Uxbridge 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 23 February 2018 with a comparison to the same period in the previous 2 years.

Apache Spark
Hillingdon > Uxbridge
6 months to
23 Feb 2018
Same period 2017 Same period 2016
Rank 20 - -
Rank change year-on-year - - -
Permanent jobs citing Apache Spark 22 0 0
As % of all permanent IT jobs advertised in Uxbridge 7.83% - -
As % of the Application Platforms category 44.00% - -
Number of salaries quoted 22 0 0
Uxbridge median annual salary £73,750 - -
Hillingdon median annual salary £73,750 - -

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 Uxbridge with a requirement for application platform skills.

All Application Platform Skills
Uxbridge
Permanent vacancies with a requirement for application platform skills 50 61 70
As % of all permanent IT jobs advertised in Uxbridge 17.79% 26.99% 26.52%
Number of salaries quoted 50 41 64
Uxbridge median annual salary £62,500 £47,500 £49,250
Median salary % change year-on-year +31.58% -3.55% +31.33%
10th Percentile £25,750 £31,250 £24,800
90th Percentile £82,500 £76,500 £72,525
Hillingdon median annual salary £60,000 £45,000 £50,000
% change year-on-year +33.33% -10.00% -

Apache Spark
Job Vacancy Trend in Uxbridge

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

Job vacancy trend for Apache Spark in Uxbridge

Apache Spark
Salary Trend in Uxbridge

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

Salary trend for Apache Spark in Uxbridge

Apache Spark
Salary Histogram in Uxbridge

The salary distribution of IT jobs citing Apache Spark in Uxbridge over the 6 months to 23 February 2018.

Salary histogram for Apache Spark in Uxbridge

For the 6 months to 23 February 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 Uxbridge region with a requirement for Apache Spark.

1 22 (100.00%) Java
1 22 (100.00%) Apache
2 21 (95.45%) J2EE
2 21 (95.45%) Struts
2 21 (95.45%) SOA
2 21 (95.45%) MVC
2 21 (95.45%) CMS
2 21 (95.45%) Agile Software Development
2 21 (95.45%) Spring
2 21 (95.45%) Continuous Integration
2 21 (95.45%) Apache Cassandra
2 21 (95.45%) Spring MVC
3 11 (50.00%) Data Modelling
4 10 (45.45%) Software Engineering
5 1 (4.55%) Data Lake
5 1 (4.55%) Amazon Athena
5 1 (4.55%) Atlassian Bamboo
5 1 (4.55%) TDD
5 1 (4.55%) ETL
5 1 (4.55%) Business Intelligence
5 1 (4.55%) SQL Server
5 1 (4.55%) Python
5 1 (4.55%) Data Warehouse
5 1 (4.55%) Hadoop
5 1 (4.55%) Amazon AWS
5 1 (4.55%) NoSQL
5 1 (4.55%) Kafka
5 1 (4.55%) SQL Server 2012
5 1 (4.55%) Analytics
5 1 (4.55%) Jenkins

Apache Spark
Co-occurring IT Skills in Uxbridge 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 22 (100.00%) Apache
2 21 (95.45%) CMS
Cloud Services
1 1 (4.55%) Amazon AWS
1 1 (4.55%) Amazon Kinesis
Database & Business Intelligence
1 21 (95.45%) Apache Cassandra
2 1 (4.55%) Amazon Athena
2 1 (4.55%) Data Lake
2 1 (4.55%) Data Warehouse
2 1 (4.55%) Hadoop
2 1 (4.55%) NoSQL
2 1 (4.55%) SQL Server
2 1 (4.55%) SQL Server 2012
Development Applications
1 1 (4.55%) Atlassian Bamboo
1 1 (4.55%) Jenkins
Job Titles
1 10 (45.45%) J2EE Software Engineer
1 10 (45.45%) Senior J2EE Software Engineer
1 10 (45.45%) Senior Software Engineer
1 10 (45.45%) Software Engineer
2 7 (31.82%) Java Engineer
2 7 (31.82%) Java J2EE Software Engineer
2 7 (31.82%) Java Server Engineer
2 7 (31.82%) Java Software Engineer
2 7 (31.82%) Senior Java Engineer
2 7 (31.82%) Senior Java Software Engineer
2 7 (31.82%) Senior Server Engineer
2 7 (31.82%) Senior Web Engineer
2 7 (31.82%) Server Engineer
2 7 (31.82%) Web Engineer
Libraries, Frameworks & Software Standards
1 21 (95.45%) J2EE
1 21 (95.45%) Spring
1 21 (95.45%) Spring MVC
1 21 (95.45%) Struts
2 1 (4.55%) Kafka
Processes & Methodologies
1 21 (95.45%) Agile Software Development
1 21 (95.45%) Continuous Integration
1 21 (95.45%) MVC
1 21 (95.45%) SOA
2 11 (50.00%) Data Modelling
3 10 (45.45%) Software Engineering
4 1 (4.55%) Analytics
4 1 (4.55%) Business Intelligence
4 1 (4.55%) ETL
4 1 (4.55%) Microservices
4 1 (4.55%) SOLID
4 1 (4.55%) TDD
Programming Languages
1 22 (100.00%) Java
2 1 (4.55%) Python