Period
to 12 July 2020

The following table provides summary statistics for permanent job vacancies advertised in Surrey 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 12 July 2020 with a comparison to the same period in the previous 2 years.

Apache Spark
South East > Surrey
6 months to
12 Jul 2020
Same period 2019 Same period 2018
Rank 134 200 183
Rank change year-on-year +66 -17 +27
Permanent jobs citing Apache Spark 6 21 51
As % of all permanent jobs advertised in Surrey 0.29% 0.48% 0.96%
As % of the Application Platforms category 2.17% 3.20% 5.07%
Number of salaries quoted 5 18 50
Median annual salary £70,000 £90,000 £60,000
Median salary % change year-on-year -22.22% +50.00% -
10th Percentile £50,750 £55,250 £27,500
90th Percentile £81,600 £100,000 £80,500
South East median annual salary £67,500 £64,000 £60,000
% change year-on-year +5.47% +6.67% -7.69%

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 Surrey with a requirement for application platform skills.

All Application Platform Skills
Surrey
Permanent vacancies with a requirement for application platform skills 276 657 1,006
As % of all permanent IT jobs advertised in Surrey 13.51% 14.92% 18.95%
Number of salaries quoted 248 499 897
Median annual salary £50,000 £52,500 £45,500
Median salary % change year-on-year -4.76% +15.38% +1.11%
10th Percentile £27,000 £26,250 £27,300
90th Percentile £80,075 £77,500 £67,500
South East median annual salary £47,500 £47,750 £45,000
% change year-on-year -0.52% +6.11% +5.88%

Apache Spark
Job Vacancy Trend in Surrey

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

Job vacancy trend for Apache Spark in Surrey

Apache Spark
Salary Trend in Surrey

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

Salary trend for Apache Spark in Surrey

Apache Spark
Salary Histogram in Surrey

Salary distribution for jobs citing Apache Spark in Surrey over the 6 months to 12 July 2020.

Salary histogram for Apache Spark in Surrey

Apache Spark
Job Locations in Surrey

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Spark within the Surrey region over the 6 months to 12 July 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Camberley +21 2 £74,250 -25.75%
Woking +19 1 £60,000 +71.43% 1
Apache Spark
South East

For the 6 months to 12 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 Surrey region with a requirement for Apache Spark.

1 5 (83.33%) AWS
1 5 (83.33%) Big Data
2 4 (66.67%) Kafka
2 4 (66.67%) Amazon EMR
2 4 (66.67%) Python
2 4 (66.67%) Java
3 3 (50.00%) Kubernetes
3 3 (50.00%) Docker
3 3 (50.00%) Linux
4 2 (33.33%) Sonatype Nexus
4 2 (33.33%) Power Platform
4 2 (33.33%) Data Lake
4 2 (33.33%) Data Engineering
4 2 (33.33%) Power BI
4 2 (33.33%) Groovy
4 2 (33.33%) Amazon Redshift
4 2 (33.33%) Ansible
4 2 (33.33%) SQL
4 2 (33.33%) Korn
4 2 (33.33%) Degree
4 2 (33.33%) Git (software)
4 2 (33.33%) Test Automation
4 2 (33.33%) Scala
4 2 (33.33%) Hadoop
4 2 (33.33%) Visualisation
4 2 (33.33%) Amazon EC2
4 2 (33.33%) Amazon S3
4 2 (33.33%) Azure
4 2 (33.33%) MariaDB
4 2 (33.33%) Analytics

Apache Spark
Co-occurring IT Skills in Surrey 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 (16.67%) Apache Airflow
Cloud Services
1 5 (83.33%) AWS
2 4 (66.67%) Amazon EMR
3 2 (33.33%) Amazon EC2
3 2 (33.33%) Amazon S3
3 2 (33.33%) Azure
3 2 (33.33%) GitHub
3 2 (33.33%) Power Platform
4 1 (16.67%) Amazon Kinesis
4 1 (16.67%) GCP
Database & Business Intelligence
1 5 (83.33%) Big Data
2 2 (33.33%) Amazon Redshift
2 2 (33.33%) Data Lake
2 2 (33.33%) Hadoop
2 2 (33.33%) MariaDB
2 2 (33.33%) Power BI
3 1 (16.67%) BigQuery
3 1 (16.67%) Data Warehouse
3 1 (16.67%) Neo4j
3 1 (16.67%) NoSQL
3 1 (16.67%) PostgreSQL
3 1 (16.67%) Spotfire
3 1 (16.67%) SQL Server Integration Services
3 1 (16.67%) SQL Server Reporting Services
3 1 (16.67%) Star Schema
3 1 (16.67%) Stardog
Development Applications
1 2 (33.33%) Git (software)
1 2 (33.33%) Gradle
1 2 (33.33%) Jenkins
1 2 (33.33%) Sonatype Nexus
2 1 (16.67%) Travis CI
General
1 1 (16.67%) Finance
Job Titles
1 3 (50.00%) Data Engineer
2 2 (33.33%) Developer
2 2 (33.33%) Senior Data Engineer
3 1 (16.67%) Architect
3 1 (16.67%) AWS Architect
3 1 (16.67%) AWS DevOps
3 1 (16.67%) Azure Engineer
3 1 (16.67%) Big Data Engineer
3 1 (16.67%) DevOps Architect
3 1 (16.67%) Lead Developer
3 1 (16.67%) Power BI Developer
3 1 (16.67%) Python Engineer
3 1 (16.67%) SSRS Developer
Libraries, Frameworks & Software Standards
1 4 (66.67%) Kafka
2 1 (16.67%) J2EE
2 1 (16.67%) XML
Miscellaneous
1 1 (16.67%) Analytical Skills
1 1 (16.67%) Blog
1 1 (16.67%) Cloud Native
1 1 (16.67%) Public Cloud
Operating Systems
1 3 (50.00%) Linux
Processes & Methodologies
1 2 (33.33%) Agile Software Development
1 2 (33.33%) Analytics
1 2 (33.33%) Data Engineering
1 2 (33.33%) DevOps
1 2 (33.33%) Test Automation
1 2 (33.33%) Visualisation
2 1 (16.67%) Coaching
2 1 (16.67%) Concurrent Programming
2 1 (16.67%) Data Ingestion
2 1 (16.67%) Data Science
2 1 (16.67%) Data Transformation
2 1 (16.67%) Data Visualisation
2 1 (16.67%) ETL Development
2 1 (16.67%) Fintech
2 1 (16.67%) Machine Learning
2 1 (16.67%) Microservices
2 1 (16.67%) Parallel Processing
2 1 (16.67%) Patch Management
2 1 (16.67%) Requirements Gathering
2 1 (16.67%) Software Deployment
Programming Languages
1 4 (66.67%) Java
1 4 (66.67%) Python
2 2 (33.33%) Bash Shell
2 2 (33.33%) Groovy
2 2 (33.33%) Korn
2 2 (33.33%) Scala
2 2 (33.33%) SQL
3 1 (16.67%) Data Analysis Expressions (DAX)
3 1 (16.67%) Elm
3 1 (16.67%) Java 8
Qualifications
1 2 (33.33%) Degree
2 1 (16.67%) AWS Certification
2 1 (16.67%) Computer Science Degree
System Software
1 3 (50.00%) Docker
2 1 (16.67%) HDFS
Systems Management
1 3 (50.00%) Kubernetes
2 2 (33.33%) Ansible
3 1 (16.67%) Oozie
3 1 (16.67%) Terraform
Vendors
1 2 (33.33%) Tableau
2 1 (16.67%) Confluent
2 1 (16.67%) Databricks
2 1 (16.67%) Microsoft
2 1 (16.67%) Vertica