Period
to 10 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Warrington 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 10 December 2018 with a comparison to the same period in the previous 2 years.

Apache Spark
Cheshire > Warrington
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 70 77 -
Rank change year-on-year +7 - -
Permanent jobs citing Apache Spark 1 4 0
As % of all permanent IT jobs advertised in Warrington 0.16% 0.63% -
As % of the Application Platforms category 1.54% 2.94% -
Number of salaries quoted 1 4 0
Warrington median annual salary £47,500 £22,500 -
Median salary % change year-on-year +111.11% - -
Cheshire median annual salary £70,000 £45,000 £40,000
% change year-on-year +55.56% +12.50% -

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 Warrington with a requirement for application platform skills.

All Application Platform Skills
Warrington
Permanent vacancies with a requirement for application platform skills 65 136 111
As % of all permanent IT jobs advertised in Warrington 10.69% 21.52% 17.21%
Number of salaries quoted 56 121 105
Warrington median annual salary £41,000 £42,500 £40,000
Median salary % change year-on-year -3.53% +6.25% +6.67%
10th Percentile £29,125 £19,250 £30,750
90th Percentile £62,500 £68,750 £53,750
Cheshire median annual salary £41,000 £44,000 £37,500
% change year-on-year -6.82% +17.33% -

Apache Spark
Job Vacancy Trend in Warrington

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

Job vacancy trend for Apache Spark in Warrington

Apache Spark
Salary Trend in Warrington

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

Salary trend for Apache Spark in Warrington

For the 6 months to 10 December 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 Warrington region with a requirement for Apache Spark.

1 1 (100.00%) SQL
1 1 (100.00%) Oracle
1 1 (100.00%) Python
1 1 (100.00%) PostgreSQL
1 1 (100.00%) Google
1 1 (100.00%) Mathematics
1 1 (100.00%) Computer Science
1 1 (100.00%) R
1 1 (100.00%) Machine Learning
1 1 (100.00%) Data Analytics
1 1 (100.00%) Analytics
1 1 (100.00%) Algorithms
1 1 (100.00%) Amazon Kinesis
1 1 (100.00%) Spark Streaming
1 1 (100.00%) Data Engineering
1 1 (100.00%) Cognitive Computing
1 1 (100.00%) Data Science

Apache Spark
Co-occurring IT Skills in Warrington 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 1 (100.00%) Amazon Kinesis
Database & Business Intelligence
1 1 (100.00%) PostgreSQL
Job Titles
1 1 (100.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 1 (100.00%) Spark Streaming
Miscellaneous
1 1 (100.00%) Algorithms
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Cognitive Computing
1 1 (100.00%) Computer Science
1 1 (100.00%) Data Analytics
1 1 (100.00%) Data Engineering
1 1 (100.00%) Data Science
1 1 (100.00%) Machine Learning
1 1 (100.00%) Mathematics
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) R
1 1 (100.00%) SQL
Vendors
1 1 (100.00%) Google
1 1 (100.00%) Oracle