Period
to 7 August 2020

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Amazon EMR skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon EMR over the 6 months to 7 August 2020 with a comparison to the same period in the previous 2 years.

Amazon Elastic MapReduce (Amazon EMR)
Central London > City of London
6 months to
7 Aug 2020
Same period 2019 Same period 2018
Rank 217 313 326
Rank change year-on-year +96 +13 +13
Permanent jobs citing Amazon EMR 12 19 21
As % of all permanent jobs advertised in the City of London 0.24% 0.19% 0.19%
As % of the Cloud Services category 0.59% 0.48% 0.72%
Number of salaries quoted 8 16 18
Median annual salary £77,500 £70,000 £71,250
Median salary % change year-on-year +10.71% -1.75% +1.79%
10th Percentile £62,500 £57,500 £62,625
90th Percentile £117,500 £85,625 £87,875
Central London median annual salary £77,500 £70,000 £72,500
% change year-on-year +10.71% -3.45% -19.44%

Amazon EMR is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the City of London with a requirement for cloud computing skills.

All Cloud Skills
City of London
Permanent vacancies with a requirement for cloud computing skills 2,040 3,975 2,926
As % of all permanent IT jobs advertised in the City of London 40.35% 38.85% 26.67%
Number of salaries quoted 1,765 3,653 2,600
Median annual salary £67,500 £67,500 £65,000
Median salary % change year-on-year - +3.85% +8.33%
10th Percentile £41,250 £36,250 £36,250
90th Percentile £95,000 £95,000 £92,500
Central London median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% +4.17%

Amazon EMR
Job Vacancy Trend in the City of London

Job postings citing Amazon EMR as a proportion of all IT jobs advertised in the City of London.

Job vacancy trend for Amazon EMR in the City of London

Amazon EMR
Salary Trend in the City of London

3-month moving average salary quoted in jobs citing Amazon EMR in the City of London.

Salary trend for Amazon EMR in the City of London

Amazon EMR
Salary Histogram in the City of London

Salary distribution for jobs citing Amazon EMR in the City of London over the 6 months to 7 August 2020.

Salary histogram for Amazon EMR in the City of London

For the 6 months to 7 August 2020, IT jobs citing Amazon EMR 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 City of London region with a requirement for Amazon EMR.

1 12 (100.00%) AWS
2 9 (75.00%) Agile Software Development
3 8 (66.67%) Python
3 8 (66.67%) Amazon Redshift
3 8 (66.67%) DevOps
3 8 (66.67%) Azure
4 7 (58.33%) Analytics
5 6 (50.00%) Big Data
5 6 (50.00%) Amazon S3
5 6 (50.00%) HDInsight
5 6 (50.00%) Data Engineering
5 6 (50.00%) Apache Spark
5 6 (50.00%) SQL
5 6 (50.00%) Finance
5 6 (50.00%) Hadoop
6 5 (41.67%) Git (software)
6 5 (41.67%) Data Modelling
6 5 (41.67%) Talend
6 5 (41.67%) Palantir
6 5 (41.67%) Amazon Athena
7 4 (33.33%) Data Science
7 4 (33.33%) Data Strategy
7 4 (33.33%) Azure Data Factory
7 4 (33.33%) Technical Leadership
7 4 (33.33%) Insurtech
7 4 (33.33%) Scala
7 4 (33.33%) Apache Hive
7 4 (33.33%) Java
7 4 (33.33%) Banking
7 4 (33.33%) Data Protection

Amazon EMR
Co-occurring IT Skills in the City of London 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 6 (50.00%) Apache Spark
2 2 (16.67%) Apache Airflow
3 1 (8.33%) Luigi
Cloud Services
1 12 (100.00%) AWS
2 8 (66.67%) Azure
3 6 (50.00%) Amazon S3
4 4 (33.33%) Azure Data Factory
5 3 (25.00%) Amazon Kinesis
6 2 (16.67%) Amazon ElastiCache
6 2 (16.67%) Azure Active Directory
6 2 (16.67%) GCP
6 2 (16.67%) Logic Apps
6 2 (16.67%) Power Platform
7 1 (8.33%) Amazon CloudWatch
7 1 (8.33%) Amazon EC2
7 1 (8.33%) Amazon SQS
7 1 (8.33%) AWS CloudFormation
7 1 (8.33%) AWS CodePipeline
7 1 (8.33%) Datadog
Database & Business Intelligence
1 8 (66.67%) Amazon Redshift
2 6 (50.00%) Big Data
2 6 (50.00%) Hadoop
2 6 (50.00%) HDInsight
3 5 (41.67%) Amazon Athena
4 4 (33.33%) Apache Hive
5 3 (25.00%) Amazon DynamoDB
5 3 (25.00%) NoSQL
5 3 (25.00%) SQL Server Integration Services
6 2 (16.67%) Cosmos DB
6 2 (16.67%) Data Lake
6 2 (16.67%) Enterprise Data Warehouse
6 2 (16.67%) HBase
6 2 (16.67%) Parquet
6 2 (16.67%) PostgreSQL
6 2 (16.67%) Power BI
6 2 (16.67%) Presto
6 2 (16.67%) Redis
6 2 (16.67%) SQL Server
6 2 (16.67%) Sqoop
Development Applications
1 5 (41.67%) Git (software)
2 1 (8.33%) Atlassian Bamboo
2 1 (8.33%) Bitbucket
2 1 (8.33%) Cucumber
2 1 (8.33%) GoCD
2 1 (8.33%) Jenkins
2 1 (8.33%) JIRA
2 1 (8.33%) JUnit
2 1 (8.33%) Maven
General
1 6 (50.00%) Finance
2 4 (33.33%) Banking
3 3 (25.00%) Front Office
Job Titles
1 4 (33.33%) Data Engineer
2 3 (25.00%) Architect
2 3 (25.00%) Data Architect
2 3 (25.00%) Developer
2 3 (25.00%) Senior Architect
2 3 (25.00%) Senior Data Architect
3 2 (16.67%) .NET Developer
3 2 (16.67%) .NET Web Applications Developer
3 2 (16.67%) Agile .NET Developer
3 2 (16.67%) Agile Applications Designer
3 2 (16.67%) Agile C# Developer
3 2 (16.67%) Angular Developer
3 2 (16.67%) Applications Developer
3 2 (16.67%) Azure Developer
3 2 (16.67%) C# .NET Developer
3 2 (16.67%) C# Developer
3 2 (16.67%) C# Web Application Developer
3 2 (16.67%) Web Applications Designer
3 2 (16.67%) Web Applications Developer
3 2 (16.67%) Web Designer
Libraries, Frameworks & Software Standards
1 3 (25.00%) Kafka
2 2 (16.67%) .NET
2 2 (16.67%) .NET Core
2 2 (16.67%) .NET Framework
2 2 (16.67%) AngularJS
2 2 (16.67%) ASP.NET Web API
2 2 (16.67%) Entity Framework
2 2 (16.67%) HTML
2 2 (16.67%) HTML5
2 2 (16.67%) JSON
2 2 (16.67%) Node.js
3 1 (8.33%) Elastic Stack
3 1 (8.33%) Middleware
3 1 (8.33%) PySpark
3 1 (8.33%) Sensu
3 1 (8.33%) Spark Streaming
3 1 (8.33%) Spring
Miscellaneous
1 1 (8.33%) Algorithms
Processes & Methodologies
1 9 (75.00%) Agile Software Development
2 8 (66.67%) DevOps
3 7 (58.33%) Analytics
4 6 (50.00%) Data Engineering
5 5 (41.67%) Data Modelling
6 4 (33.33%) Data Architecture
6 4 (33.33%) Data Protection
6 4 (33.33%) Data Science
6 4 (33.33%) Data Strategy
6 4 (33.33%) Insurtech
6 4 (33.33%) Technical Leadership
7 3 (25.00%) Business Intelligence
7 3 (25.00%) ETL
8 2 (16.67%) Artificial Intelligence
8 2 (16.67%) Continuous Integration
8 2 (16.67%) Domain-Driven Design
8 2 (16.67%) Machine Learning
8 2 (16.67%) Responsive Web Design
8 2 (16.67%) SOLID
8 2 (16.67%) Workflow
Programming Languages
1 8 (66.67%) Python
2 6 (50.00%) SQL
3 4 (33.33%) Java
3 4 (33.33%) Scala
4 3 (25.00%) R
5 2 (16.67%) C#
5 2 (16.67%) JavaScript
5 2 (16.67%) T-SQL
6 1 (8.33%) C++
6 1 (8.33%) Go
6 1 (8.33%) Java 8
6 1 (8.33%) Shell Script
System Software
1 2 (16.67%) Docker
Systems Management
1 1 (8.33%) Ansible
1 1 (8.33%) Kubernetes
1 1 (8.33%) Nagios
1 1 (8.33%) Terraform
Vendors
1 5 (41.67%) Palantir
1 5 (41.67%) Talend
2 3 (25.00%) Databricks
2 3 (25.00%) Tableau
3 1 (8.33%) Atlassian
3 1 (8.33%) Automation Anywhere
3 1 (8.33%) Blue Prism
3 1 (8.33%) Cloudera
3 1 (8.33%) Foundry
3 1 (8.33%) Google
3 1 (8.33%) Splunk
3 1 (8.33%) UiPath