Period
to 16 December 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 16 December 2018 with a comparison to the same period in the previous 2 years.

Apache Spark
West Midlands > Coventry
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 77 101 -
Rank change year-on-year +24 - +109
Permanent jobs citing Apache Spark 14 2 0
As % of all permanent IT jobs advertised in Coventry 1.43% 0.15% -
As % of the Application Platforms category 8.92% 1.00% -
Number of salaries quoted 1 2 0
Coventry median annual salary £80,000 £51,250 -
Median salary % change year-on-year +56.10% - -
West Midlands median annual salary £40,000 £42,500 £65,000
% change year-on-year -5.88% -34.62% -

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 157 200 210
As % of all permanent IT jobs advertised in Coventry 16.00% 15.05% 15.50%
Number of salaries quoted 124 151 152
Coventry median annual salary £38,000 £45,000 £41,500
Median salary % change year-on-year -15.56% +8.43% +3.75%
10th Percentile £25,000 £27,500 £25,000
90th Percentile £53,750 £60,000 £54,875
West Midlands median annual salary £40,000 £39,500 £37,500
% change year-on-year +1.27% +5.33% -

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 16 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 Coventry region with a requirement for Apache Spark.

1 14 (100.00%) Python
1 14 (100.00%) Hadoop
1 14 (100.00%) R
1 14 (100.00%) Machine Learning
1 14 (100.00%) Data Science
2 13 (92.86%) Collaborative Working
2 13 (92.86%) Impala
2 13 (92.86%) Data Munging
2 13 (92.86%) Time Series Forecasting
2 13 (92.86%) Data Engineering
2 13 (92.86%) Data Visualisation
2 13 (92.86%) Natural Language Processing
2 13 (92.86%) Tableau
2 13 (92.86%) Visualisation
2 13 (92.86%) Predictive Modelling
2 13 (92.86%) Agile Software Development
2 13 (92.86%) Statistics
2 13 (92.86%) Data Protection Act
2 13 (92.86%) Data Protection
3 1 (7.14%) Analytics
3 1 (7.14%) Data Analytics
3 1 (7.14%) Finance
3 1 (7.14%) Data Mining
3 1 (7.14%) SAS
3 1 (7.14%) Fraud Modelling

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:

Application Platforms
1 1 (7.14%) SAS
Database & Business Intelligence
1 14 (100.00%) Hadoop
2 13 (92.86%) Impala
3 1 (7.14%) Data Mining
General
1 1 (7.14%) Finance
Job Titles
1 13 (92.86%) Data Scientist
1 13 (92.86%) Junior
1 13 (92.86%) Junior Data Scientist
2 4 (28.57%) Senior Data Scientist
3 1 (7.14%) Data Manager
3 1 (7.14%) Data Science Manager
Libraries, Frameworks & Software Standards
1 13 (92.86%) Natural Language Processing
Miscellaneous
1 13 (92.86%) Data Protection Act
Processes & Methodologies
1 14 (100.00%) Data Science
1 14 (100.00%) Machine Learning
2 13 (92.86%) Agile Software Development
2 13 (92.86%) Collaborative Working
2 13 (92.86%) Data Engineering
2 13 (92.86%) Data Munging
2 13 (92.86%) Data Protection
2 13 (92.86%) Data Visualisation
2 13 (92.86%) Predictive Modelling
2 13 (92.86%) Statistics
2 13 (92.86%) Time Series Forecasting
2 13 (92.86%) Visualisation
3 1 (7.14%) Analytics
3 1 (7.14%) Data Analytics
3 1 (7.14%) Fraud Modelling
Programming Languages
1 14 (100.00%) Python
1 14 (100.00%) R
Vendors
1 13 (92.86%) Tableau