Period
to 24 September 2018

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

Apache Spark
West Midlands > Coventry
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 83 103 -
Rank change year-on-year +20 - -
Permanent jobs citing Apache Spark 9 1 0
As % of all permanent IT jobs advertised in Coventry 0.83% 0.073% -
As % of the Application Platforms category 4.92% 0.62% -
Number of salaries quoted 0 1 0
Coventry median annual salary - £75,000 -
West Midlands median annual salary £60,000 £48,500 £60,000
% change year-on-year +23.71% -19.17% -25.00%

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 Coventry with a requirement for application platform skills.

All Application Platform Skills
Coventry
Permanent vacancies with a requirement for application platform skills 183 161 239
As % of all permanent IT jobs advertised in Coventry 16.85% 11.73% 16.35%
Number of salaries quoted 159 143 186
Coventry median annual salary £36,000 £40,000 £41,500
Median salary % change year-on-year -10.00% -3.61% +3.75%
10th Percentile £22,450 £27,500 £22,625
90th Percentile £55,000 £59,750 £58,125
West Midlands median annual salary £40,000 £40,000 £36,500
% change year-on-year - +9.59% -2.67%

Apache Spark
Job Vacancy Trend in Coventry

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

Job vacancy trend for Apache Spark in Coventry

Apache Spark
Salary Trend in Coventry

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

Salary trend for Apache Spark in Coventry

For the 6 months to 24 September 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 Coventry region with a requirement for Apache Spark.

1 9 (100.00%) Python
1 9 (100.00%) Agile Software Development
1 9 (100.00%) Statistics
1 9 (100.00%) Data Protection Act
1 9 (100.00%) Data Protection
1 9 (100.00%) Hadoop
1 9 (100.00%) Visualisation
1 9 (100.00%) Predictive Modelling
1 9 (100.00%) R
1 9 (100.00%) Data Visualisation
1 9 (100.00%) Natural Language Processing
1 9 (100.00%) Tableau
1 9 (100.00%) Machine Learning
1 9 (100.00%) Impala
1 9 (100.00%) Data Munging
1 9 (100.00%) Time Series Forecasting
1 9 (100.00%) Data Engineering
1 9 (100.00%) Collaborative Working
1 9 (100.00%) Data Science

Apache Spark
Co-occurring IT Skills in Coventry 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:

Database & Business Intelligence
1 9 (100.00%) Hadoop
1 9 (100.00%) Impala
Job Titles
1 9 (100.00%) Data Scientist
1 9 (100.00%) Junior
1 9 (100.00%) Junior Data Scientist
2 4 (44.44%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 9 (100.00%) Natural Language Processing
Miscellaneous
1 9 (100.00%) Data Protection Act
Processes & Methodologies
1 9 (100.00%) Agile Software Development
1 9 (100.00%) Collaborative Working
1 9 (100.00%) Data Engineering
1 9 (100.00%) Data Munging
1 9 (100.00%) Data Protection
1 9 (100.00%) Data Science
1 9 (100.00%) Data Visualisation
1 9 (100.00%) Machine Learning
1 9 (100.00%) Predictive Modelling
1 9 (100.00%) Statistics
1 9 (100.00%) Time Series Forecasting
1 9 (100.00%) Visualisation
Programming Languages
1 9 (100.00%) Python
1 9 (100.00%) R
Vendors
1 9 (100.00%) Tableau