Period
to 7 December 2019

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 December 2019 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 Dec 2019
Same period 2018 Same period 2017
Rank 309 336 313
Rank change year-on-year +27 -23 +36
Permanent jobs citing Amazon EMR 14 18 8
As % of all permanent IT jobs advertised in the City of London 0.14% 0.17% 0.078%
As % of the Cloud Services category 0.37% 0.60% 0.37%
Number of salaries quoted 13 16 8
City of London median annual salary £70,000 £76,250 £90,000
Median salary % change year-on-year -8.20% -15.28% +50.00%
10th Percentile £52,000 £59,375 £78,750
90th Percentile £83,750 £93,750 £115,000
Central London median annual salary £70,000 £76,250 £87,500
% change year-on-year -8.20% -12.86% +6.06%

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 3,754 2,979 2,151
As % of all permanent IT jobs advertised in the City of London 38.29% 27.37% 20.89%
Number of salaries quoted 3,323 2,701 1,958
City of London median annual salary £65,000 £65,000 £61,250
Median salary % change year-on-year - +6.12% +6.52%
10th Percentile £35,000 £35,000 £36,250
90th Percentile £95,000 £91,250 £90,000
Central London median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% +4.35%

Amazon EMR
Job Vacancy Trend in the City of London

Job postings citing Amazon EMR as a percentage 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

This chart provides the 3-month moving average for salaries quoted in permanent IT 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

The salary distribution of IT jobs citing Amazon EMR in the City of London over the 6 months to 7 December 2019.

Salary histogram for Amazon EMR in the City of London

For the 6 months to 7 December 2019, 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 13 (92.86%) Python
2 11 (78.57%) AWS
2 11 (78.57%) Big Data
2 11 (78.57%) Apache Spark
3 9 (64.29%) Hadoop
3 9 (64.29%) Amazon S3
3 9 (64.29%) ETL
4 8 (57.14%) Apache Hive
4 8 (57.14%) NoSQL
5 7 (50.00%) SQL
6 6 (42.86%) Linux
6 6 (42.86%) Kafka
6 6 (42.86%) Data Development
7 5 (35.71%) Data Science
7 5 (35.71%) HDFS
7 5 (35.71%) Scala
7 5 (35.71%) Apache
7 5 (35.71%) PostgreSQL
8 4 (28.57%) Agile Software Development
8 4 (28.57%) Data Management
8 4 (28.57%) Business Intelligence
8 4 (28.57%) Data Warehouse
8 4 (28.57%) Electronic Patient Records
8 4 (28.57%) Data Engineering
8 4 (28.57%) Amazon Athena
9 3 (21.43%) AWS Lambda
9 3 (21.43%) Fintech
9 3 (21.43%) Data Structures
9 3 (21.43%) HDInsight
9 3 (21.43%) Terraform

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 11 (78.57%) Apache Spark
2 5 (35.71%) Apache
3 3 (21.43%) Apache Airflow
4 2 (14.29%) Luigi
Cloud Services
1 11 (78.57%) AWS
2 9 (64.29%) Amazon S3
3 3 (21.43%) AWS Lambda
3 3 (21.43%) Azure
3 3 (21.43%) Cloud Computing
3 3 (21.43%) Serverless
4 2 (14.29%) Amazon EC2
4 2 (14.29%) Amazon Kinesis
5 1 (7.14%) Amazon CloudWatch
5 1 (7.14%) Amazon Cognito
5 1 (7.14%) Amazon SQS
5 1 (7.14%) AWS CloudFormation
5 1 (7.14%) AWS CloudTrail
5 1 (7.14%) AWS IoT
5 1 (7.14%) CloudFront
5 1 (7.14%) Route 53
5 1 (7.14%) Virtual Private Cloud
Communications & Networking
1 1 (7.14%) VPN
Database & Business Intelligence
1 11 (78.57%) Big Data
2 9 (64.29%) Hadoop
3 8 (57.14%) Apache Hive
3 8 (57.14%) NoSQL
4 5 (35.71%) PostgreSQL
5 4 (28.57%) Amazon Athena
5 4 (28.57%) Data Warehouse
5 4 (28.57%) Electronic Patient Records
6 3 (21.43%) HBase
6 3 (21.43%) HDInsight
6 3 (21.43%) MongoDB
6 3 (21.43%) Neo4j
6 3 (21.43%) SQL Server
7 2 (14.29%) Amazon Redshift
7 2 (14.29%) Apache Cassandra
7 2 (14.29%) Parquet
8 1 (7.14%) OLAP
Development Applications
1 2 (14.29%) Git (software)
General
1 3 (21.43%) Finance
1 3 (21.43%) Legal
1 3 (21.43%) Retail
2 1 (7.14%) Automotive
2 1 (7.14%) Public Sector
Job Titles
1 11 (78.57%) Data Engineer
2 4 (28.57%) Senior Data Engineer
3 3 (21.43%) E-Commerce Engineer
3 3 (21.43%) Python Engineer
4 2 (14.29%) Developer
4 2 (14.29%) Scala Developer
5 1 (7.14%) Architect
5 1 (7.14%) AWS Architect
5 1 (7.14%) AWS Engineer
5 1 (7.14%) Cloud Architect
5 1 (7.14%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 6 (42.86%) Kafka
2 3 (21.43%) LAPP Stack
3 2 (14.29%) Akka
3 2 (14.29%) Celery
4 1 (7.14%) Elastic Stack
4 1 (7.14%) Node.js
4 1 (7.14%) PySpark
4 1 (7.14%) REST
Miscellaneous
1 3 (21.43%) Data Structures
2 1 (7.14%) Algorithms
Operating Systems
1 6 (42.86%) Linux
2 2 (14.29%) Unix
Processes & Methodologies
1 9 (64.29%) ETL
2 6 (42.86%) Data Development
3 5 (35.71%) Data Science
4 4 (28.57%) Agile Software Development
4 4 (28.57%) Business Intelligence
4 4 (28.57%) Data Engineering
4 4 (28.57%) Data Management
5 3 (21.43%) Actionable Insight
5 3 (21.43%) Data Cleansing
5 3 (21.43%) Data Integration
5 3 (21.43%) Data Modelling
5 3 (21.43%) E-Commerce
5 3 (21.43%) Fintech
5 3 (21.43%) Information Security
5 3 (21.43%) Machine Learning
5 3 (21.43%) Software Engineering
6 2 (14.29%) Analytics
6 2 (14.29%) Data Privacy
6 2 (14.29%) Metadata Management
6 2 (14.29%) User Stories
Programming Languages
1 13 (92.86%) Python
2 7 (50.00%) SQL
3 5 (35.71%) Scala
4 3 (21.43%) Java
5 1 (7.14%) C
Quality Assurance & Compliance
1 3 (21.43%) Data Quality
1 3 (21.43%) GDPR
1 3 (21.43%) ISO/IEC 27001
1 3 (21.43%) QA
System Software
1 5 (35.71%) HDFS
2 1 (7.14%) Active Directory
Systems Management
1 3 (21.43%) Terraform
2 1 (7.14%) Packer
Vendors
1 3 (21.43%) Informatica
1 3 (21.43%) Talend
2 1 (7.14%) Microsoft