Period
to 4 April 2020

The following table provides summary statistics for permanent job vacancies advertised in 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 4 April 2020 with a comparison to the same period in the previous 2 years.

Amazon Elastic MapReduce (Amazon EMR)
England > London
6 months to
4 Apr 2020
Same period 2019 Same period 2018
Rank 545 672 721
Rank change year-on-year +127 +49 +34
Permanent jobs citing Amazon EMR 150 100 110
As % of all permanent jobs advertised in London 0.31% 0.16% 0.16%
As % of the Cloud Services category 0.81% 0.53% 0.61%
Number of salaries quoted 110 86 99
Median annual salary £75,000 £75,000 £85,000
Median salary % change year-on-year - -11.76% +9.68%
10th Percentile £56,250 £58,125 £59,750
90th Percentile £94,250 £110,625 £107,000
England median annual salary £72,500 £70,000 £72,500
% change year-on-year +3.57% -3.45% +9.43%

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 London with a requirement for cloud computing skills.

All Cloud Skills
London
Permanent vacancies with a requirement for cloud computing skills 18,405 18,756 18,055
As % of all permanent IT jobs advertised in London 38.41% 30.73% 25.87%
Number of salaries quoted 14,967 15,247 14,986
Median annual salary £67,500 £65,000 £60,000
Median salary % change year-on-year +3.85% +8.33% -
10th Percentile £36,250 £35,000 £35,000
90th Percentile £102,500 £95,000 £90,000
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

Amazon EMR
Job Vacancy Trend in London

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

Job vacancy trend for Amazon EMR in London

Amazon EMR
Salary Trend in London

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

Salary trend for Amazon EMR in London

Amazon EMR
Salary Histogram in London

Salary distribution for jobs citing Amazon EMR in London over the 6 months to 4 April 2020.

Salary histogram for Amazon EMR in London

Amazon EMR
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon EMR within the London region over the 6 months to 4 April 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
Central London +56 25 £67,500 -3.57% 7
South London +27 18 £80,000 +14.29%
East London +10 3 £82,000 +2.50%
Amazon EMR
England

For the 6 months to 4 April 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 London region with a requirement for Amazon EMR.

1 140 (93.33%) AWS
2 119 (79.33%) Python
3 107 (71.33%) Apache Spark
4 100 (66.67%) Big Data
5 99 (66.00%) NoSQL
5 99 (66.00%) Hadoop
6 92 (61.33%) Amazon Redshift
7 88 (58.67%) Amazon S3
8 87 (58.00%) SQL
9 83 (55.33%) ETL
9 83 (55.33%) Analytics
10 79 (52.67%) Data Science
11 75 (50.00%) Scala
12 65 (43.33%) GCP
13 64 (42.67%) Agile Software Development
14 63 (42.00%) Docker
14 63 (42.00%) Amazon DynamoDB
15 62 (41.33%) Kafka
16 60 (40.00%) Kubernetes
17 59 (39.33%) Java
18 57 (38.00%) Azure
19 54 (36.00%) Google
19 54 (36.00%) Amazon Athena
20 53 (35.33%) Data Engineering
21 51 (34.00%) Spark Streaming
22 44 (29.33%) Continuous Integration
23 43 (28.67%) Amazon EC2
24 42 (28.00%) Data Munging
25 40 (26.67%) Software Engineering
25 40 (26.67%) Terraform

Amazon EMR
Co-occurring IT Skills in 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
1 107 (71.33%) Apache Spark
2 31 (20.67%) Apache Airflow
3 18 (12.00%) Apache
3 18 (12.00%) Luigi
4 14 (9.33%) Confluence
5 6 (4.00%) Elasticsearch
5 6 (4.00%) Jupyter
6 4 (2.67%) Apache Pig
6 4 (2.67%) Cloud Foundry
7 3 (2.00%) NetWeaver
Business Applications
1 3 (2.00%) SAP BPC
2 1 (0.67%) PolarLake
Cloud Services
1 140 (93.33%) AWS
2 88 (58.67%) Amazon S3
3 65 (43.33%) GCP
4 57 (38.00%) Azure
5 43 (28.67%) Amazon EC2
6 38 (25.33%) Amazon Kinesis
7 33 (22.00%) Serverless
8 31 (20.67%) AWS Lambda
9 24 (16.00%) IBM Cloud
10 15 (10.00%) Azure Data Factory
11 12 (8.00%) Amazon Glacier
12 11 (7.33%) AWS Data Pipeline
13 10 (6.67%) Amazon ECS
14 9 (6.00%) Amazon EKS
15 8 (5.33%) Amazon SQS
16 7 (4.67%) AWS CloudFormation
17 5 (3.33%) AWS Step Functions
17 5 (3.33%) Cloud Computing
17 5 (3.33%) SaaS
18 3 (2.00%) Amazon GuardDuty
Communications & Networking
1 1 (0.67%) Unified Communications
Database & Business Intelligence
1 100 (66.67%) Big Data
2 99 (66.00%) Hadoop
2 99 (66.00%) NoSQL
3 92 (61.33%) Amazon Redshift
4 63 (42.00%) Amazon DynamoDB
5 54 (36.00%) Amazon Athena
6 38 (25.33%) Amazon RDS
7 37 (24.67%) Apache Hive
8 35 (23.33%) Neo4j
9 30 (20.00%) Relational Database
10 29 (19.33%) PostgreSQL
11 27 (18.00%) Electronic Patient Records
12 21 (14.00%) Data Lake
13 20 (13.33%) Data Warehouse
13 20 (13.33%) HBase
14 19 (12.67%) BigQuery
14 19 (12.67%) HDInsight
15 18 (12.00%) Azkaban
16 17 (11.33%) Impala
17 12 (8.00%) MongoDB
Development Applications
1 32 (21.33%) Jenkins
2 24 (16.00%) Atlassian Bamboo
2 24 (16.00%) Vagrant
3 17 (11.33%) Git (software)
4 16 (10.67%) JIRA
5 4 (2.67%) CircleCI
5 4 (2.67%) GoCD
6 2 (1.33%) Travis CI
7 1 (0.67%) JUnit
7 1 (0.67%) Sonatype Nexus
General
1 29 (19.33%) Finance
2 25 (16.67%) Retail
3 24 (16.00%) Manufacturing
4 18 (12.00%) Automotive
5 16 (10.67%) Public Sector
6 12 (8.00%) Banking
7 5 (3.33%) Legal
8 4 (2.67%) Marketing
9 3 (2.00%) Telecoms
Job Titles
1 93 (62.00%) Data Engineer
2 40 (26.67%) Architect
3 27 (18.00%) Data Architect
4 21 (14.00%) Senior Data Engineer
5 20 (13.33%) AWS Engineer
6 14 (9.33%) Big Data Engineer
7 12 (8.00%) Cloud Architect
8 11 (7.33%) Python Engineer
9 9 (6.00%) Platform Engineer
10 8 (5.33%) Platform Architect
11 6 (4.00%) Principal Engineer
12 5 (3.33%) Java Engineer
12 5 (3.33%) Senior Java Engineer
13 4 (2.67%) Data Analytics Director
13 4 (2.67%) Data Science Director
13 4 (2.67%) Developer
13 4 (2.67%) DevOps Engineer
13 4 (2.67%) Java Developer
13 4 (2.67%) Principal Architect
13 4 (2.67%) Principal Data Architect
Libraries, Frameworks & Software Standards
1 62 (41.33%) Kafka
2 51 (34.00%) Spark Streaming
3 22 (14.67%) TensorFlow
4 10 (6.67%) LAPP Stack
5 9 (6.00%) Lambda Expressions
6 6 (4.00%) Node.js
6 6 (4.00%) Web Services
7 5 (3.33%) NumPy
7 5 (3.33%) Pandas
7 5 (3.33%) PySpark
7 5 (3.33%) RabbitMQ
8 4 (2.67%) Akka
9 3 (2.00%) SAP Basis
10 2 (1.33%) HTML
10 2 (1.33%) HTML5
10 2 (1.33%) REST
10 2 (1.33%) RESTful
10 2 (1.33%) scikit-learn
11 1 (0.67%) Matplotlib
11 1 (0.67%) SciPy
Miscellaneous
1 30 (20.00%) Data Structures
2 24 (16.00%) Blog
3 22 (14.67%) Acoustics
4 15 (10.00%) Algorithms
5 14 (9.33%) Management Information System
6 9 (6.00%) Analytical Skills
7 5 (3.33%) Cloud Native
8 4 (2.67%) Public Cloud
8 4 (2.67%) Self-Motivation
8 4 (2.67%) Virtual Team
9 2 (1.33%) Foreign Exchange (FX)
10 1 (0.67%) Equities
10 1 (0.67%) Greenfield Project
10 1 (0.67%) Private Cloud
10 1 (0.67%) Reference Data
Operating Systems
1 23 (15.33%) Linux
2 12 (8.00%) Unix
Processes & Methodologies
1 83 (55.33%) Analytics
1 83 (55.33%) ETL
2 79 (52.67%) Data Science
3 64 (42.67%) Agile Software Development
4 53 (35.33%) Data Engineering
5 44 (29.33%) Continuous Integration
6 42 (28.00%) Data Munging
7 40 (26.67%) Software Engineering
8 38 (25.33%) DevOps
9 35 (23.33%) Data Modelling
10 34 (22.67%) OO
11 33 (22.00%) Business Intelligence
12 29 (19.33%) Artificial Intelligence
12 29 (19.33%) Data Architecture
13 26 (17.33%) Project Management
14 24 (16.00%) Configuration Management
14 24 (16.00%) Data Integration
14 24 (16.00%) Machine Learning
14 24 (16.00%) Translating Business Requirements
14 24 (16.00%) Unit Testing
Programming Languages
1 119 (79.33%) Python
2 87 (58.00%) SQL
3 75 (50.00%) Scala
4 59 (39.33%) Java
5 18 (12.00%) C++
6 7 (4.67%) R
7 5 (3.33%) Bash Shell
8 3 (2.00%) Go
8 3 (2.00%) T-SQL
8 3 (2.00%) TypeScript
9 1 (0.67%) Shell Script
Qualifications
1 21 (14.00%) Computer Science Degree
1 21 (14.00%) Degree
2 5 (3.33%) AWS Certification
Quality Assurance & Compliance
1 14 (9.33%) QA
2 10 (6.67%) Data Quality
3 5 (3.33%) GDPR
3 5 (3.33%) ISO/IEC 27001
System Software
1 63 (42.00%) Docker
2 24 (16.00%) VirtualBox
3 20 (13.33%) HDFS
4 9 (6.00%) Apache Flume
5 7 (4.67%) Apache ZooKeeper
Systems Management
1 60 (40.00%) Kubernetes
2 40 (26.67%) Terraform
3 36 (24.00%) Ansible
4 25 (16.67%) Docker Swarm
5 10 (6.67%) Hadoop YARN
6 4 (2.67%) Oozie
7 2 (1.33%) Grafana
7 2 (1.33%) Opscode Chef
7 2 (1.33%) Puppet
8 1 (0.67%) Mesos
8 1 (0.67%) Rancher
Vendors
1 54 (36.00%) Google
2 36 (24.00%) Talend
3 31 (20.67%) Informatica
4 27 (18.00%) Cloudera
5 25 (16.67%) Hortonworks
6 24 (16.00%) IBM
7 21 (14.00%) Databricks
8 15 (10.00%) Tableau
9 3 (2.00%) Cognizant
9 3 (2.00%) Oracle
9 3 (2.00%) SAP
10 2 (1.33%) Sybase
10 2 (1.33%) Vertica
11 1 (0.67%) Bloomberg
11 1 (0.67%) Microsoft
11 1 (0.67%) MicroStrategy
11 1 (0.67%) Snapchat