Period
to 14 July 2020

The following table provides summary statistics for permanent job vacancies advertised in Chester 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 14 July 2020 with a comparison to the same period in the previous 2 years.

Apache Spark
Cheshire > Chester
6 months to
14 Jul 2020
Same period 2019 Same period 2018
Rank 41 - 33
Rank change year-on-year - +33 +3
Permanent jobs citing Apache Spark 1 0 18
As % of all permanent jobs advertised in Chester 0.52% - 5.68%
As % of the Application Platforms category 6.25% - 27.69%
Number of salaries quoted 0 0 17
Median annual salary - - £60,000
Cheshire median annual salary - £47,500 £55,000
% change year-on-year - -13.64% -

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 Chester with a requirement for application platform skills.

All Application Platform Skills
Chester
Permanent vacancies with a requirement for application platform skills 16 45 65
As % of all permanent IT jobs advertised in Chester 8.38% 19.48% 20.50%
Number of salaries quoted 14 34 63
Median annual salary £52,500 £41,000 £40,500
Median salary % change year-on-year +28.05% +1.23% -4.71%
10th Percentile £44,500 £28,225 £21,757
90th Percentile £61,250 £54,625 £65,000
Cheshire median annual salary £48,750 £42,500 £42,000
% change year-on-year +14.71% +1.19% +5.00%

Apache Spark
Job Vacancy Trend in Chester

Job postings citing Apache Spark as a proportion of all IT jobs advertised in Chester.

Job vacancy trend for Apache Spark in Chester

Apache Spark
Salary Trend in Chester

3-month moving average salary quoted in jobs citing Apache Spark in Chester.

Salary trend for Apache Spark in Chester

For the 6 months to 14 July 2020, 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 Chester region with a requirement for Apache Spark.

1 1 (100.00%) Java
1 1 (100.00%) Apache
1 1 (100.00%) Python
1 1 (100.00%) Agile Software Development
1 1 (100.00%) JIRA
1 1 (100.00%) Scala
1 1 (100.00%) Hadoop
1 1 (100.00%) Amazon EC2
1 1 (100.00%) AWS
1 1 (100.00%) Open Source
1 1 (100.00%) NoSQL
1 1 (100.00%) Big Data
1 1 (100.00%) Kafka
1 1 (100.00%) Amazon EMR
1 1 (100.00%) Amazon Redshift
1 1 (100.00%) Spark Streaming
1 1 (100.00%) Data Engineering
1 1 (100.00%) CA Agile Central
1 1 (100.00%) Flink
1 1 (100.00%) Amazon Athena

Apache Spark
Co-occurring IT Skills in Chester 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 1 (100.00%) Apache
Cloud Services
1 1 (100.00%) Amazon EC2
1 1 (100.00%) Amazon EMR
1 1 (100.00%) AWS
Database & Business Intelligence
1 1 (100.00%) Amazon Athena
1 1 (100.00%) Amazon Redshift
1 1 (100.00%) Big Data
1 1 (100.00%) Flink
1 1 (100.00%) Hadoop
1 1 (100.00%) NoSQL
Development Applications
1 1 (100.00%) JIRA
Job Titles
1 1 (100.00%) Data Engineer
1 1 (100.00%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) Kafka
1 1 (100.00%) Spark Streaming
Processes & Methodologies
1 1 (100.00%) Agile Software Development
1 1 (100.00%) Data Engineering
1 1 (100.00%) Open Source
Programming Languages
1 1 (100.00%) Java
1 1 (100.00%) Python
1 1 (100.00%) Scala
Vendors
1 1 (100.00%) CA Agile Central