Period
to 25 August 2019

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 25 August 2019 with a comparison to the same period in the previous 2 years.

Amazon Elastic MapReduce (Amazon EMR)
England > East of England
6 months to
25 Aug 2019
Same period 2018 Same period 2017
Rank 271 338 353
Rank change year-on-year +67 +15 +15
Permanent jobs citing Amazon EMR 10 18 13
As % of all permanent IT jobs advertised in the East of England 0.14% 0.16% 0.11%
As % of the Cloud Services category 0.47% 0.69% 0.68%
Number of salaries quoted 9 17 5
East of England median annual salary £80,000 £72,500 £80,000
Median salary % change year-on-year +10.34% -9.38% +81.82%
10th Percentile £65,000 £64,250 £51,250
90th Percentile £85,000 £80,000 £85,000
England median annual salary £75,000 £72,500 £67,500
% change year-on-year +3.45% +7.41% -15.63%

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 East of England with a requirement for cloud computing skills.

All Cloud Skills
East of England
Permanent vacancies with a requirement for cloud computing skills 2,118 2,595 1,898
As % of all permanent IT jobs advertised in the East of England 29.63% 22.73% 15.83%
Number of salaries quoted 1,600 1,991 1,548
East of England median annual salary £47,500 £50,000 £47,500
Median salary % change year-on-year -5.00% +5.26% -5.00%
10th Percentile £27,500 £27,000 £27,500
90th Percentile £72,500 £72,500 £68,750
England median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

Amazon EMR
Job Vacancy Trend in the East of England

Job postings citing Amazon EMR as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Amazon EMR in the East of England

Amazon EMR
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon EMR in the East of England.

Salary trend for Amazon EMR in the East of England

Amazon EMR
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon EMR within the East of England region over the 6 months to 25 August 2019. 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
Cambridgeshire +50 5 £80,000 - 2
Bedfordshire -6 5 £75,000 +3.45% 1
Amazon EMR
England

For the 6 months to 25 August 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 East of England region with a requirement for Amazon EMR.

1 10 (100.00%) AWS
1 10 (100.00%) Big Data
1 10 (100.00%) Amazon Redshift
2 9 (90.00%) Agile Software Development
3 8 (80.00%) Analytics
4 7 (70.00%) Amazon S3
4 7 (70.00%) Apache Spark
5 6 (60.00%) Data Structures
5 6 (60.00%) Technical Leadership
6 5 (50.00%) Amazon Aurora
6 5 (50.00%) Relational Database
6 5 (50.00%) Analytical Skills
6 5 (50.00%) Data Analysis
6 5 (50.00%) PostgreSQL
6 5 (50.00%) Scrum
6 5 (50.00%) MySQL
6 5 (50.00%) Data Modelling
6 5 (50.00%) ETL
6 5 (50.00%) Star Schema
6 5 (50.00%) Apache Hive
6 5 (50.00%) Amazon SQS
6 5 (50.00%) Hadoop
7 4 (40.00%) Git (software)
7 4 (40.00%) Amazon EC2
7 4 (40.00%) Jenkins
8 3 (30.00%) DevOps
8 3 (30.00%) Ansible
8 3 (30.00%) Data Transformation
8 3 (30.00%) Amazon Kinesis
8 3 (30.00%) AWS CloudFormation

Amazon EMR
Co-occurring IT Skills in the East of England 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 7 (70.00%) Apache Spark
2 1 (10.00%) Apache Airflow
2 1 (10.00%) Luigi
Cloud Services
1 10 (100.00%) AWS
2 7 (70.00%) Amazon S3
3 5 (50.00%) Amazon SQS
4 4 (40.00%) Amazon EC2
5 3 (30.00%) Amazon Kinesis
5 3 (30.00%) AWS CloudFormation
5 3 (30.00%) AWS Lambda
5 3 (30.00%) Serverless
6 1 (10.00%) Amazon CloudWatch
6 1 (10.00%) IaaS
6 1 (10.00%) PaaS
Database & Business Intelligence
1 10 (100.00%) Amazon Redshift
1 10 (100.00%) Big Data
2 5 (50.00%) Amazon Aurora
2 5 (50.00%) Apache Hive
2 5 (50.00%) Hadoop
2 5 (50.00%) MySQL
2 5 (50.00%) PostgreSQL
2 5 (50.00%) Relational Database
2 5 (50.00%) Star Schema
3 1 (10.00%) Amazon Athena
3 1 (10.00%) Amazon DynamoDB
3 1 (10.00%) Amazon QuickSight
3 1 (10.00%) Amazon RDS
3 1 (10.00%) HBase
3 1 (10.00%) Impala
3 1 (10.00%) Parquet
3 1 (10.00%) Sqoop
Development Applications
1 4 (40.00%) Git (software)
1 4 (40.00%) Jenkins
2 3 (30.00%) Sonatype Nexus
3 1 (10.00%) Bitbucket
General
1 1 (10.00%) Marketing
Job Titles
1 3 (30.00%) DevOps Engineer
1 3 (30.00%) Lead DevOps
1 3 (30.00%) Lead DevOps Engineer
2 2 (20.00%) E-Commerce Engineer
2 2 (20.00%) Operations Engineer
3 1 (10.00%) Architect
3 1 (10.00%) Data Engineer
3 1 (10.00%) Data Science Engineer
3 1 (10.00%) Data Science Leader
3 1 (10.00%) Solutions Architect
Libraries, Frameworks & Software Standards
1 1 (10.00%) Apache Avro
1 1 (10.00%) Kafka
1 1 (10.00%) PySpark
1 1 (10.00%) Web Services
Miscellaneous
1 6 (60.00%) Data Structures
2 5 (50.00%) Analytical Skills
3 1 (10.00%) Algorithms
3 1 (10.00%) Cloud Native
Processes & Methodologies
1 9 (90.00%) Agile Software Development
2 8 (80.00%) Analytics
3 6 (60.00%) Technical Leadership
4 5 (50.00%) Data Analysis
4 5 (50.00%) Data Modelling
4 5 (50.00%) ETL
4 5 (50.00%) Scrum
5 3 (30.00%) Continuous Integration
5 3 (30.00%) Data Transformation
5 3 (30.00%) DevOps
5 3 (30.00%) E-Commerce
5 3 (30.00%) High Availability
5 3 (30.00%) Visualisation
6 2 (20.00%) Data Engineering
6 2 (20.00%) Data Science
6 2 (20.00%) Sprint Planning
7 1 (10.00%) Customer-Centricity
7 1 (10.00%) Data Development
7 1 (10.00%) Deployment Automation
7 1 (10.00%) Problem-Solving
Programming Languages
1 1 (10.00%) Python
1 1 (10.00%) SQL
Quality Assurance & Compliance
1 1 (10.00%) QA
System Software
1 1 (10.00%) Apache Flume
1 1 (10.00%) HDFS
Systems Management
1 3 (30.00%) Ansible
1 3 (30.00%) Terraform
2 1 (10.00%) Oozie
Vendors
1 1 (10.00%) Dynatrace