Period
to 19 January 2021

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 19 January 2021 with a comparison to the same period in the previous 2 years.

Amazon Elastic MapReduce (Amazon EMR)
UK
6 months to
19 Jan 2021
Same period 2020 Same period 2019
Rank 694 838 905
Rank change year-on-year +144 +67 +194
Permanent jobs citing Amazon EMR 58 181 226
As % of all permanent jobs advertised in the UK 0.092% 0.15% 0.15%
As % of the Cloud Services category 0.22% 0.43% 0.58%
Number of salaries quoted 43 165 188
Median annual salary £70,000 £70,000 £70,000
10th Percentile £53,250 £48,750 £57,500
90th Percentile £100,000 £93,750 £100,000
UK excluding London median annual salary £65,000 £54,671 £70,000
% change year-on-year +18.89% -21.90% +33.33%

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 25,813 41,771 39,208
As % of all permanent IT jobs advertised in the UK 40.79% 33.56% 26.02%
Number of salaries quoted 21,785 34,348 31,686
Median annual salary £57,500 £55,000 £55,000
Median salary % change year-on-year +4.55% - +6.80%
10th Percentile £32,500 £30,000 £30,000
90th Percentile £90,000 £92,500 £86,250
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 19 January 2021.

Salary histogram for Amazon EMR in the UK

Amazon EMR
Top 8 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 19 January 2021. 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 +141 53 £67,500 -6.90% 20
London +118 42 £75,000 - 14
UK excluding London +178 14 £65,000 +18.89% 7
East of England +107 7 £65,000 -18.75% 1
Work from Home -60 4 £70,000 +27.27% 1
South West +77 3 £55,000 +15.79%
Scotland +39 3 £67,500 +35.00% 1
South East - 1 £62,500 - 1

For the 6 months to 19 January 2021, 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 58 (100.00%) AWS
2 40 (68.97%) Apache Spark
3 39 (67.24%) SQL
3 39 (67.24%) Python
4 37 (63.79%) Big Data
5 35 (60.34%) Hadoop
6 34 (58.62%) Analytics
7 29 (50.00%) ETL
8 28 (48.28%) Data Lake
8 28 (48.28%) GCP
9 27 (46.55%) Data Warehouse
9 27 (46.55%) Azure
9 27 (46.55%) NoSQL
10 26 (44.83%) Business Intelligence
11 24 (41.38%) Amazon Redshift
12 22 (37.93%) Java
13 20 (34.48%) Agile Software Development
13 20 (34.48%) Data Science
14 18 (31.03%) Apache Hive
14 18 (31.03%) Electronic Patient Records
15 17 (29.31%) Data Governance
15 17 (29.31%) Amazon S3
15 17 (29.31%) Apache NiFi
16 16 (27.59%) Data Engineering
17 15 (25.86%) Data Architecture
17 15 (25.86%) Amazon Athena
18 14 (24.14%) Microsoft
18 14 (24.14%) Amazon Kinesis
18 14 (24.14%) Apache Airflow
18 14 (24.14%) Luigi

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 40 (68.97%) Apache Spark
2 14 (24.14%) Apache Airflow
2 14 (24.14%) Luigi
3 11 (18.97%) Apache
4 10 (17.24%) Elasticsearch
5 7 (12.07%) Jupyter
6 1 (1.72%) Apache Pig
Cloud Services
1 58 (100.00%) AWS
2 28 (48.28%) GCP
3 27 (46.55%) Azure
4 17 (29.31%) Amazon S3
5 14 (24.14%) Amazon Kinesis
6 12 (20.69%) AWS Lambda
6 12 (20.69%) Serverless
7 10 (17.24%) Amazon EC2
8 7 (12.07%) Power Platform
9 6 (10.34%) Azure Data Factory
9 6 (10.34%) IBM Cloud
10 5 (8.62%) IaaS
10 5 (8.62%) PaaS
11 4 (6.90%) Amazon SQS
11 4 (6.90%) Logic Apps
12 2 (3.45%) AWS CloudFormation
12 2 (3.45%) AWS Data Pipeline
12 2 (3.45%) SaaS
13 1 (1.72%) Cloud Computing
13 1 (1.72%) Route 53
Database & Business Intelligence
1 37 (63.79%) Big Data
2 35 (60.34%) Hadoop
3 28 (48.28%) Data Lake
4 27 (46.55%) Data Warehouse
4 27 (46.55%) NoSQL
5 24 (41.38%) Amazon Redshift
6 18 (31.03%) Apache Hive
6 18 (31.03%) Electronic Patient Records
7 15 (25.86%) Amazon Athena
8 11 (18.97%) Amazon RDS
9 10 (17.24%) SQL Server Integration Services
10 9 (15.52%) Enterprise Data Warehouse
10 9 (15.52%) Snowflake Schema
10 9 (15.52%) SQL Server
11 7 (12.07%) PostgreSQL
11 7 (12.07%) Power BI
11 7 (12.07%) Relational Database
12 6 (10.34%) Apache Cassandra
12 6 (10.34%) Azkaban
12 6 (10.34%) BigQuery
Development Applications
1 8 (13.79%) Atlassian Bamboo
1 8 (13.79%) Jenkins
2 6 (10.34%) Vagrant
3 3 (5.17%) ERwin
3 3 (5.17%) Git (software)
4 2 (3.45%) Bitbucket
4 2 (3.45%) CircleCI
4 2 (3.45%) Cucumber
4 2 (3.45%) JIRA
4 2 (3.45%) JUnit
4 2 (3.45%) Maven
5 1 (1.72%) ER Studio
5 1 (1.72%) GoCD
General
1 12 (20.69%) Banking
2 11 (18.97%) Finance
3 10 (17.24%) Retail
4 5 (8.62%) Manufacturing
5 3 (5.17%) Pharmaceutical
6 2 (3.45%) Investment Banking
7 1 (1.72%) Financial Institution
7 1 (1.72%) Marketing
Job Titles
1 36 (62.07%) Data Engineer
2 13 (22.41%) Architect
3 12 (20.69%) Data Architect
4 8 (13.79%) Big Data Engineer
5 6 (10.34%) Python Engineer
6 5 (8.62%) AWS Engineer
7 4 (6.90%) Azure Engineer
7 4 (6.90%) Platform Engineer
8 3 (5.17%) Java Engineer
8 3 (5.17%) Senior Architect
8 3 (5.17%) Senior Data Architect
8 3 (5.17%) Senior Data Engineer
9 2 (3.45%) AWS Architect
9 2 (3.45%) Azure Architect
9 2 (3.45%) Big Data Architect
9 2 (3.45%) Consultant
9 2 (3.45%) Data Consultant
9 2 (3.45%) Data Warehouse Architect
9 2 (3.45%) Platform Architect
10 1 (1.72%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 17 (29.31%) Apache NiFi
2 13 (22.41%) Kafka
3 11 (18.97%) Spark Streaming
4 7 (12.07%) Flask
4 7 (12.07%) Spring Boot
5 6 (10.34%) Pandas
5 6 (10.34%) TensorFlow
6 4 (6.90%) Web Services
7 3 (5.17%) REST
7 3 (5.17%) Spring
8 2 (3.45%) .NET
8 2 (3.45%) Middleware
8 2 (3.45%) Node.js
8 2 (3.45%) PySpark
9 1 (1.72%) Akka
9 1 (1.72%) Apache Beam
9 1 (1.72%) gRPC
9 1 (1.72%) Keras
9 1 (1.72%) PyTorch
9 1 (1.72%) XML
Miscellaneous
1 9 (15.52%) Management Information System
2 7 (12.07%) Algorithms
3 5 (8.62%) Acoustics
3 5 (8.62%) Analytical Skills
3 5 (8.62%) Blog
4 4 (6.90%) Data Centre
4 4 (6.90%) Data Structures
5 3 (5.17%) Cloud Native
5 3 (5.17%) Fixed Income
6 2 (3.45%) Client/Server
7 1 (1.72%) Equities
7 1 (1.72%) Greenfield Project
7 1 (1.72%) Hedge funds
7 1 (1.72%) Robotics
7 1 (1.72%) Virtual Team
Operating Systems
1 4 (6.90%) Linux
Processes & Methodologies
1 34 (58.62%) Analytics
2 29 (50.00%) ETL
3 26 (44.83%) Business Intelligence
4 20 (34.48%) Agile Software Development
4 20 (34.48%) Data Science
5 17 (29.31%) Data Governance
6 16 (27.59%) Data Engineering
7 15 (25.86%) Data Architecture
8 13 (22.41%) Visualisation
9 12 (20.69%) Artificial Intelligence
9 12 (20.69%) Data Modelling
10 11 (18.97%) Data Management
10 11 (18.97%) Data Munging
10 11 (18.97%) Data Visualisation
10 11 (18.97%) Machine Learning
11 10 (17.24%) DevOps
12 9 (15.52%) Stakeholder Management
13 8 (13.79%) Data Transformation
13 8 (13.79%) Workflow
14 7 (12.07%) Data Analytics
Programming Languages
1 39 (67.24%) Python
1 39 (67.24%) SQL
2 22 (37.93%) Java
3 10 (17.24%) Scala
4 6 (10.34%) C++
5 3 (5.17%) Go
5 3 (5.17%) Java 8
5 3 (5.17%) JavaScript
5 3 (5.17%) R
5 3 (5.17%) Shell Script
6 2 (3.45%) C#
6 2 (3.45%) TypeScript
7 1 (1.72%) PL/SQL
Qualifications
1 10 (17.24%) Degree
2 5 (8.62%) Computer Science Degree
Quality Assurance & Compliance
1 3 (5.17%) Data Quality
2 1 (1.72%) PMO
System Software
1 14 (24.14%) Docker
2 6 (10.34%) VirtualBox
3 2 (3.45%) HDFS
4 1 (1.72%) Apache Flume
Systems Management
1 13 (22.41%) Terraform
2 7 (12.07%) Kubernetes
3 6 (10.34%) Ansible
3 6 (10.34%) Docker Swarm
3 6 (10.34%) Oozie
4 1 (1.72%) Mesos
Vendors
1 14 (24.14%) Microsoft
1 14 (24.14%) Talend
2 11 (18.97%) Cloudera
3 8 (13.79%) Databricks
4 7 (12.07%) Google
4 7 (12.07%) Hortonworks
5 6 (10.34%) IBM
5 6 (10.34%) Informatica
6 5 (8.62%) Intel
6 5 (8.62%) NVIDIA
7 2 (3.45%) Atlassian
7 2 (3.45%) Automation Anywhere
7 2 (3.45%) Blue Prism
7 2 (3.45%) Oracle
7 2 (3.45%) UiPath
8 1 (1.72%) Ab Initio
8 1 (1.72%) Cognos
8 1 (1.72%) Netezza
8 1 (1.72%) Teradata