Period
to 6 August 2020

The following table provides summary statistics for permanent job vacancies advertised in Cambridge 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 6 August 2020 with a comparison to the same period in the previous 2 years.

Apache Spark
Cambridgeshire > Cambridge
6 months to
6 Aug 2020
Same period 2019 Same period 2018
Rank 69 116 123
Rank change year-on-year +47 +7 +7
Permanent jobs citing Apache Spark 4 4 40
As % of all permanent jobs advertised in Cambridge 0.62% 0.26% 1.51%
As % of the Application Platforms category 5.88% 2.30% 13.33%
Number of salaries quoted 2 4 26
Median annual salary £78,750 £80,000 £55,000
Median salary % change year-on-year -1.56% +45.45% +10.00%
10th Percentile £65,875 £59,250 £23,500
90th Percentile £92,625 £85,000 £73,750
Cambridgeshire median annual salary £70,000 £60,000 £62,500
% change year-on-year +16.67% -4.00% +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 Cambridge with a requirement for application platform skills.

All Application Platform Skills
Cambridge
Permanent vacancies with a requirement for application platform skills 68 174 300
As % of all permanent IT jobs advertised in Cambridge 10.48% 11.49% 11.30%
Number of salaries quoted 54 109 200
Median annual salary £47,500 £50,000 £45,000
Median salary % change year-on-year -5.00% +11.11% -10.00%
10th Percentile £34,100 £33,700 £28,975
90th Percentile £68,750 £65,500 £70,250
Cambridgeshire median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -4.26%

Apache Spark
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Apache Spark in Cambridge

Apache Spark
Salary Trend in Cambridge

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

Salary trend for Apache Spark in Cambridge

Apache Spark
Salary Histogram in Cambridge

Salary distribution for jobs citing Apache Spark in Cambridge over the 6 months to 6 August 2020.

Salary histogram for Apache Spark in Cambridge

For the 6 months to 6 August 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 Cambridge region with a requirement for Apache Spark.

1 4 (100.00%) Scrum
1 4 (100.00%) Agile Software Development
1 4 (100.00%) Visualisation
1 4 (100.00%) Amazon SQS
1 4 (100.00%) Big Data
1 4 (100.00%) Analytics
1 4 (100.00%) AWS
1 4 (100.00%) Apache Hive
1 4 (100.00%) Amazon EMR
1 4 (100.00%) Amazon Redshift
1 4 (100.00%) Amazon Aurora
2 3 (75.00%) Power Platform
2 3 (75.00%) Jenkins
2 3 (75.00%) Power BI
2 3 (75.00%) Sonatype Nexus
2 3 (75.00%) R
2 3 (75.00%) High Availability
2 3 (75.00%) DevOps
2 3 (75.00%) Amazon S3
2 3 (75.00%) Manufacturing
2 3 (75.00%) PostgreSQL
2 3 (75.00%) Spotfire
2 3 (75.00%) Oracle BI EE
2 3 (75.00%) Git (software)
2 3 (75.00%) Java
2 3 (75.00%) JavaScript
2 3 (75.00%) SQL
2 3 (75.00%) MySQL
2 3 (75.00%) Python
2 3 (75.00%) ETL

Apache Spark
Co-occurring IT Skills in Cambridge 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 (25.00%) Apache Pig
Cloud Services
1 4 (100.00%) Amazon EMR
1 4 (100.00%) Amazon SQS
1 4 (100.00%) AWS
2 3 (75.00%) Amazon S3
2 3 (75.00%) Power Platform
3 1 (25.00%) Amazon Cognito
3 1 (25.00%) Amazon Kinesis
3 1 (25.00%) AWS CloudFormation
3 1 (25.00%) AWS Lambda
3 1 (25.00%) Serverless
Database & Business Intelligence
1 4 (100.00%) Amazon Aurora
1 4 (100.00%) Amazon Redshift
1 4 (100.00%) Apache Hive
1 4 (100.00%) Big Data
2 3 (75.00%) MySQL
2 3 (75.00%) Oracle BI EE
2 3 (75.00%) PostgreSQL
2 3 (75.00%) Power BI
2 3 (75.00%) Spotfire
3 1 (25.00%) Amazon DynamoDB
3 1 (25.00%) Hadoop
3 1 (25.00%) HBase
3 1 (25.00%) NoSQL
3 1 (25.00%) Parquet
3 1 (25.00%) Presto
3 1 (25.00%) Sqoop
Development Applications
1 3 (75.00%) Git (software)
1 3 (75.00%) Jenkins
1 3 (75.00%) Sonatype Nexus
General
1 3 (75.00%) Manufacturing
2 1 (25.00%) Pharmaceutical
Job Titles
1 4 (100.00%) Data Analytics Engineer
1 4 (100.00%) Data Engineer
2 2 (50.00%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 1 (25.00%) Spark Streaming
Processes & Methodologies
1 4 (100.00%) Agile Software Development
1 4 (100.00%) Analytics
1 4 (100.00%) Scrum
1 4 (100.00%) Visualisation
2 3 (75.00%) Business Intelligence
2 3 (75.00%) DevOps
2 3 (75.00%) ETL
2 3 (75.00%) High Availability
3 1 (25.00%) Line Management
Programming Languages
1 3 (75.00%) Java
1 3 (75.00%) JavaScript
1 3 (75.00%) Python
1 3 (75.00%) R
1 3 (75.00%) SQL
System Software
1 1 (25.00%) Docker
1 1 (25.00%) HDFS
Systems Management
1 1 (25.00%) Mesos
Vendors
1 3 (75.00%) MicroStrategy