Period
to 24 October 2020

The following table provides summary statistics for permanent job vacancies 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 24 October 2020 with a comparison to the same period in the previous 2 years.

Amazon Elastic MapReduce (Amazon EMR)
UK
6 months to
24 Oct 2020
Same period 2019 Same period 2018
Rank 624 897 928
Rank change year-on-year +273 +31 +168
Permanent jobs citing Amazon EMR 65 182 216
As % of all permanent jobs advertised in the UK 0.13% 0.13% 0.13%
As % of the Cloud Services category 0.33% 0.42% 0.53%
Number of salaries quoted 53 160 190
Median annual salary £70,000 £75,000 £72,500
Median salary % change year-on-year -6.67% +3.45% +20.83%
10th Percentile £53,250 £48,500 £53,625
90th Percentile £82,250 £93,075 £98,875
UK excluding London median annual salary £70,000 £57,275 £73,750
% change year-on-year +22.22% -22.34% +84.38%

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 with a requirement for cloud computing skills.

All Cloud Skills
UK
Permanent vacancies with a requirement for cloud computing skills 19,668 43,484 40,921
As % of all permanent IT jobs advertised in the UK 40.28% 31.85% 24.86%
Number of salaries quoted 16,566 35,459 33,033
Median annual salary £57,500 £55,000 £55,000
Median salary % change year-on-year +4.55% - +10.00%
10th Percentile £32,578 £30,000 £30,000
90th Percentile £92,500 £90,000 £85,000
UK excluding London median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Amazon EMR
Job Vacancy Trend

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

Job vacancy trend for Amazon EMR in the UK

Amazon EMR
Salary Trend

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

Salary trend for Amazon EMR in the UK

Amazon EMR
Salary Histogram

Salary distribution for jobs citing Amazon EMR over the 6 months to 24 October 2020.

Salary histogram for Amazon EMR in the UK

Amazon EMR
Top 9 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon EMR within the UK over the 6 months to 24 October 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
England +255 58 £70,000 -6.67% 15
London +178 37 £67,500 -10.00% 12
UK excluding London +293 28 £70,000 +22.22% 3
East of England +155 14 £70,000 -12.50%
South East +217 6 £75,000 +8.70% 2
Scotland +101 6 £67,500 +58.82%
Work from Home +29 6 £70,000 +27.27% 2
South West +109 1 £57,500 +21.05%
Wales - 1 £45,000 -

For the 6 months to 24 October 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 with a requirement for Amazon EMR.

1 65 (100.00%) AWS
2 55 (84.62%) Python
3 47 (72.31%) Apache Spark
4 42 (64.62%) Big Data
5 41 (63.08%) Analytics
6 38 (58.46%) SQL
7 34 (52.31%) Hadoop
7 34 (52.31%) DevOps
8 32 (49.23%) Java
9 31 (47.69%) Amazon Redshift
10 30 (46.15%) Azure
10 30 (46.15%) Agile Software Development
11 29 (44.62%) Amazon S3
12 25 (38.46%) NoSQL
13 24 (36.92%) Data Warehouse
13 24 (36.92%) Data Science
14 23 (35.38%) Kafka
15 21 (32.31%) Data Lake
16 20 (30.77%) Apache Hive
16 20 (30.77%) Amazon EC2
16 20 (30.77%) ETL
16 20 (30.77%) Business Intelligence
17 18 (27.69%) Apache Airflow
18 17 (26.15%) SQL Server
18 17 (26.15%) PostgreSQL
18 17 (26.15%) Scala
19 16 (24.62%) Degree
19 16 (24.62%) Git (software)
19 16 (24.62%) Luigi
20 15 (23.08%) SQL Server Integration Services

Amazon EMR
Co-occurring IT Skills 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 47 (72.31%) Apache Spark
2 18 (27.69%) Apache Airflow
3 16 (24.62%) Luigi
4 7 (10.77%) Apache
5 3 (4.62%) Elasticsearch
5 3 (4.62%) Jupyter
6 1 (1.54%) Apache Pig
Cloud Services
1 65 (100.00%) AWS
2 30 (46.15%) Azure
3 29 (44.62%) Amazon S3
4 20 (30.77%) Amazon EC2
5 14 (21.54%) AWS Lambda
5 14 (21.54%) Serverless
6 13 (20.00%) Amazon Kinesis
6 13 (20.00%) GCP
7 12 (18.46%) Logic Apps
7 12 (18.46%) Power Platform
8 11 (16.92%) Amazon SQS
9 7 (10.77%) Azure Data Factory
10 5 (7.69%) AWS CloudFormation
11 4 (6.15%) Datadog
12 3 (4.62%) Amazon CloudWatch
12 3 (4.62%) Amazon ElastiCache
12 3 (4.62%) AWS CodePipeline
12 3 (4.62%) AWS Data Pipeline
13 2 (3.08%) Azure Active Directory
13 2 (3.08%) GitHub
Communications & Networking
1 1 (1.54%) DSL
Database & Business Intelligence
1 42 (64.62%) Big Data
2 34 (52.31%) Hadoop
3 31 (47.69%) Amazon Redshift
4 25 (38.46%) NoSQL
5 24 (36.92%) Data Warehouse
6 21 (32.31%) Data Lake
7 20 (30.77%) Apache Hive
8 17 (26.15%) PostgreSQL
8 17 (26.15%) SQL Server
9 15 (23.08%) Amazon RDS
9 15 (23.08%) SQL Server Integration Services
10 12 (18.46%) Power BI
10 12 (18.46%) Relational Database
11 11 (16.92%) Apache Cassandra
11 11 (16.92%) Azkaban
11 11 (16.92%) SQL Server Reporting Services
12 10 (15.38%) Amazon Athena
12 10 (15.38%) Electronic Patient Records
13 8 (12.31%) Tableau
14 6 (9.23%) Amazon DynamoDB
Development Applications
1 16 (24.62%) Git (software)
2 14 (21.54%) Jenkins
3 6 (9.23%) Sonatype Nexus
4 4 (6.15%) Atlassian Bamboo
4 4 (6.15%) GoCD
4 4 (6.15%) Gradle
5 3 (4.62%) Bitbucket
5 3 (4.62%) Cucumber
5 3 (4.62%) JIRA
5 3 (4.62%) JUnit
5 3 (4.62%) Maven
6 2 (3.08%) CircleCI
7 1 (1.54%) ER Studio
7 1 (1.54%) ERwin
7 1 (1.54%) Vagrant
General
1 11 (16.92%) Finance
2 8 (12.31%) Banking
3 5 (7.69%) Front Office
3 5 (7.69%) Retail
4 3 (4.62%) Manufacturing
4 3 (4.62%) Pharmaceutical
5 1 (1.54%) Investment Banking
5 1 (1.54%) Marketing
5 1 (1.54%) Telecoms
Job Titles
1 34 (52.31%) Data Engineer
2 11 (16.92%) Developer
3 10 (15.38%) Architect
3 10 (15.38%) Senior Data Engineer
4 9 (13.85%) Python Engineer
5 8 (12.31%) Big Data Engineer
6 7 (10.77%) Data Architect
7 6 (9.23%) Cloud Engineer
8 5 (7.69%) Business Developer
8 5 (7.69%) Business Intelligence Developer
8 5 (7.69%) Java Engineer
8 5 (7.69%) Power BI Developer
8 5 (7.69%) Senior Business Intelligence Developer
8 5 (7.69%) Senior Developer
9 4 (6.15%) AWS Engineer
9 4 (6.15%) DevOps Engineer
9 4 (6.15%) Platform Engineer
10 3 (4.62%) AWS Architect
10 3 (4.62%) Hadoop Engineer
10 3 (4.62%) Senior Platform Engineer
Libraries, Frameworks & Software Standards
1 23 (35.38%) Kafka
2 12 (18.46%) Spark Streaming
3 7 (10.77%) Apache NiFi
4 6 (9.23%) Spring
5 4 (6.15%) .NET
5 4 (6.15%) Pandas
5 4 (6.15%) Web Services
6 3 (4.62%) Elastic Stack
6 3 (4.62%) Flask
6 3 (4.62%) Middleware
6 3 (4.62%) Sensu
6 3 (4.62%) Spring Boot
7 2 (3.08%) .NET Framework
7 2 (3.08%) AngularJS
7 2 (3.08%) D3.js
7 2 (3.08%) Entity Framework
7 2 (3.08%) HTML
7 2 (3.08%) HTML5
7 2 (3.08%) JSON
7 2 (3.08%) Node.js
Miscellaneous
1 13 (20.00%) Management Information System
2 12 (18.46%) Data Structures
3 10 (15.38%) Data Centre
4 7 (10.77%) Analytical Skills
5 5 (7.69%) Fixed Income
6 4 (6.15%) Algorithms
7 3 (4.62%) Equities
7 3 (4.62%) Public Cloud
8 2 (3.08%) Blog
8 2 (3.08%) Client/Server
9 1 (1.54%) Acoustics
9 1 (1.54%) Cloud Native
9 1 (1.54%) Greenfield Project
9 1 (1.54%) Virtual Team
Operating Systems
1 5 (7.69%) Linux
Processes & Methodologies
1 41 (63.08%) Analytics
2 34 (52.31%) DevOps
3 30 (46.15%) Agile Software Development
4 24 (36.92%) Data Science
5 20 (30.77%) Business Intelligence
5 20 (30.77%) ETL
6 15 (23.08%) Visualisation
7 14 (21.54%) Workflow
8 13 (20.00%) Computer Science
9 12 (18.46%) Data Transformation
10 11 (16.92%) Data Engineering
10 11 (16.92%) Data Munging
10 11 (16.92%) Machine Learning
10 11 (16.92%) Microservices
10 11 (16.92%) OO
10 11 (16.92%) Workflow Management
11 10 (15.38%) Data Integration
11 10 (15.38%) Data Modelling
11 10 (15.38%) Informatics
11 10 (15.38%) Statistics
Programming Languages
1 55 (84.62%) Python
2 38 (58.46%) SQL
3 32 (49.23%) Java
4 17 (26.15%) Scala
5 12 (18.46%) C++
6 7 (10.77%) Java 8
6 7 (10.77%) JavaScript
6 7 (10.77%) R
7 6 (9.23%) Shell Script
8 4 (6.15%) Bash Shell
8 4 (6.15%) Go
8 4 (6.15%) Groovy
8 4 (6.15%) Korn
9 3 (4.62%) PL/SQL
10 2 (3.08%) C#
10 2 (3.08%) T-SQL
11 1 (1.54%) Elm
Qualifications
1 16 (24.62%) Degree
2 11 (16.92%) Computer Science Degree
3 4 (6.15%) AWS Certification
Quality Assurance & Compliance
1 1 (1.54%) Data Quality
1 1 (1.54%) PMO
System Software
1 13 (20.00%) Docker
2 2 (3.08%) HDFS
3 1 (1.54%) Apache Flume
3 1 (1.54%) Apache ZooKeeper
3 1 (1.54%) VirtualBox
Systems Management
1 11 (16.92%) Kubernetes
2 8 (12.31%) Ansible
2 8 (12.31%) Terraform
3 4 (6.15%) Oozie
4 3 (4.62%) Nagios
5 1 (1.54%) Docker Swarm
5 1 (1.54%) Mesos
5 1 (1.54%) Opscode Chef
5 1 (1.54%) Puppet
Vendors
1 13 (20.00%) Microsoft
2 11 (16.92%) Talend
3 7 (10.77%) Databricks
4 5 (7.69%) Palantir
5 4 (6.15%) Cloudera
5 4 (6.15%) Google
5 4 (6.15%) MicroStrategy
6 3 (4.62%) Atlassian
6 3 (4.62%) Automation Anywhere
6 3 (4.62%) Blue Prism
6 3 (4.62%) Foundry
6 3 (4.62%) Oracle
6 3 (4.62%) Splunk
6 3 (4.62%) UiPath
7 2 (3.08%) Confluent
8 1 (1.54%) Hortonworks
8 1 (1.54%) IBM
8 1 (1.54%) Informatica
8 1 (1.54%) Snapchat