Period
to 25 August 2019

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 > South East
6 months to
25 Aug 2019
Same period 2018 Same period 2017
Rank 481 514 534
Rank change year-on-year +33 +20 +90
Permanent jobs citing Amazon EMR 20 24 9
As % of all permanent IT jobs advertised in the South East 0.077% 0.081% 0.031%
As % of the Cloud Services category 0.27% 0.37% 0.17%
Number of salaries quoted 4 15 15
South East median annual salary £69,500 £82,500 £84,000
Median salary % change year-on-year -15.76% -1.79% +60.00%
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 South East with a requirement for cloud computing skills.

All Cloud Skills
South East
Permanent vacancies with a requirement for cloud computing skills 7,291 6,503 5,152
As % of all permanent IT jobs advertised in the South East 28.10% 21.83% 17.65%
Number of salaries quoted 6,153 5,448 4,374
South East median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -
10th Percentile £27,500 £28,500 £27,000
90th Percentile £77,500 £73,750 £70,250
England median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

Amazon EMR
Job Vacancy Trend in the South East

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

Job vacancy trend for Amazon EMR in the South East

Amazon EMR
Salary Trend in the South East

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

Salary trend for Amazon EMR in the South East

Amazon EMR
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon EMR within the South East 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
Thames Valley +29 14 £69,500 -17.01%
Berkshire +27 13 £69,000 -18.82%
West Sussex - 5 - -
Oxfordshire +40 1 £70,000 +36.59%
East Sussex - 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 South East region with a requirement for Amazon EMR.

1 20 (100.00%) AWS
2 19 (95.00%) Python
3 16 (80.00%) SQL
3 16 (80.00%) ETL
3 16 (80.00%) Analytics
4 15 (75.00%) Business Intelligence
5 14 (70.00%) Amazon S3
6 13 (65.00%) Big Data
6 13 (65.00%) Apache Spark
6 13 (65.00%) Scala
7 12 (60.00%) Data Warehouse
7 12 (60.00%) Kafka
7 12 (60.00%) Jenkins
8 11 (55.00%) Data Modelling
8 11 (55.00%) Data Architecture
8 11 (55.00%) Git (software)
8 11 (55.00%) Agile Software Development
8 11 (55.00%) Amazon Athena
8 11 (55.00%) Data Science
8 11 (55.00%) Problem-Solving
9 10 (50.00%) Informatica
9 10 (50.00%) Maven
9 10 (50.00%) SQL Server
9 10 (50.00%) Apache Hive
9 10 (50.00%) NoSQL
10 9 (45.00%) Visualisation
10 9 (45.00%) Data Visualisation
10 9 (45.00%) Tableau
10 9 (45.00%) Amazon RDS
10 9 (45.00%) Amazon Redshift

Amazon EMR
Co-occurring IT Skills in the South East 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 13 (65.00%) Apache Spark
2 5 (25.00%) Apache
3 4 (20.00%) Apache Pig
4 1 (5.00%) Apache Airflow
4 1 (5.00%) Confluence
4 1 (5.00%) Elasticsearch
4 1 (5.00%) Luigi
Business Applications
1 1 (5.00%) SAP MDG
Cloud Services
1 20 (100.00%) AWS
2 14 (70.00%) Amazon S3
3 7 (35.00%) Amazon EC2
3 7 (35.00%) AWS Lambda
3 7 (35.00%) Serverless
4 6 (30.00%) Amazon Kinesis
4 6 (30.00%) GCP
5 5 (25.00%) AWS CloudFormation
6 4 (20.00%) Cloud Computing
7 1 (5.00%) Amazon CloudSearch
7 1 (5.00%) Amazon ElastiCache
7 1 (5.00%) Amazon ELB
7 1 (5.00%) Amazon SageMaker
7 1 (5.00%) Amazon SQS
7 1 (5.00%) CloudFront
7 1 (5.00%) PaaS
Communications & Networking
1 1 (5.00%) MQTT
1 1 (5.00%) TCP/IP
Database & Business Intelligence
1 13 (65.00%) Big Data
2 12 (60.00%) Data Warehouse
3 11 (55.00%) Amazon Athena
4 10 (50.00%) Apache Hive
4 10 (50.00%) NoSQL
4 10 (50.00%) SQL Server
5 9 (45.00%) Amazon RDS
5 9 (45.00%) Amazon Redshift
6 5 (25.00%) Data Lake
6 5 (25.00%) MongoDB
6 5 (25.00%) Pentaho
6 5 (25.00%) Relational Database
7 4 (20.00%) Apache Cassandra
7 4 (20.00%) BusinessObjects
7 4 (20.00%) HBase
7 4 (20.00%) PostgreSQL
8 3 (15.00%) Hadoop
8 3 (15.00%) MySQL
9 2 (10.00%) Amazon DynamoDB
9 2 (10.00%) Electronic Patient Records
Development Applications
1 12 (60.00%) Jenkins
2 11 (55.00%) Git (software)
3 10 (50.00%) Maven
4 1 (5.00%) JIRA
General
1 1 (5.00%) Marketing
Job Titles
1 13 (65.00%) Data Engineer
2 6 (30.00%) AWS Engineer
2 6 (30.00%) Python Engineer
3 4 (20.00%) Data Analytics Engineer
3 4 (20.00%) Senior Software Engineer
3 4 (20.00%) Software Engineer
4 3 (15.00%) Developer
5 2 (10.00%) Business Intelligence Developer
5 2 (10.00%) SQL BI Developer
5 2 (10.00%) SQL Developer
6 1 (5.00%) Big Data Engineer
6 1 (5.00%) Full Stack Developer
6 1 (5.00%) Scrum Master
6 1 (5.00%) Senior Systems Engineer
6 1 (5.00%) Systems Engineer
6 1 (5.00%) Technical Leader
Libraries, Frameworks & Software Standards
1 12 (60.00%) Kafka
2 7 (35.00%) Spark Streaming
3 5 (25.00%) JSON
3 5 (25.00%) XML
4 4 (20.00%) AngularJS
4 4 (20.00%) Node.js
5 1 (5.00%) Elastic Stack
5 1 (5.00%) LAMP
5 1 (5.00%) LAPP Stack
5 1 (5.00%) Lucene
5 1 (5.00%) MXNet
5 1 (5.00%) React
5 1 (5.00%) Spring
5 1 (5.00%) Spring Boot
5 1 (5.00%) TensorFlow
Miscellaneous
1 6 (30.00%) Algorithms
2 5 (25.00%) Analytical Skills
Operating Systems
1 2 (10.00%) Linux
2 1 (5.00%) Unix
2 1 (5.00%) Windows
Processes & Methodologies
1 16 (80.00%) Analytics
1 16 (80.00%) ETL
2 15 (75.00%) Business Intelligence
3 11 (55.00%) Agile Software Development
3 11 (55.00%) Data Architecture
3 11 (55.00%) Data Modelling
3 11 (55.00%) Data Science
3 11 (55.00%) Problem-Solving
4 9 (45.00%) Actionable Insight
4 9 (45.00%) Data Visualisation
4 9 (45.00%) SDLC
4 9 (45.00%) Visualisation
5 7 (35.00%) Machine Learning
5 7 (35.00%) Microservices
6 6 (30.00%) Creative Problem-Solving
6 6 (30.00%) Data Analytics
6 6 (30.00%) Data Engineering
6 6 (30.00%) Statistical Analysis
7 5 (25.00%) Data Integration
7 5 (25.00%) Exploratory Analysis
Programming Languages
1 19 (95.00%) Python
2 16 (80.00%) SQL
3 13 (65.00%) Scala
4 8 (40.00%) Java
5 5 (25.00%) JavaScript
6 4 (20.00%) PL/SQL
7 1 (5.00%) C#
7 1 (5.00%) C++
7 1 (5.00%) Ruby
Qualifications
1 7 (35.00%) AWS Certification
2 4 (20.00%) Computer Science Degree
2 4 (20.00%) Degree
Quality Assurance & Compliance
1 7 (35.00%) Data Quality
System Software
1 6 (30.00%) Docker
2 1 (5.00%) Apache Flume
Systems Management
1 6 (30.00%) Kubernetes
2 1 (5.00%) Graphite
2 1 (5.00%) Icinga
2 1 (5.00%) Kibana
2 1 (5.00%) logstash
2 1 (5.00%) Prometheus
2 1 (5.00%) Puppet
Vendors
1 10 (50.00%) Informatica
2 9 (45.00%) Tableau
3 5 (25.00%) Oracle
4 4 (20.00%) Salesforce.com
4 4 (20.00%) Teradata
5 1 (5.00%) IBM
5 1 (5.00%) SAP
5 1 (5.00%) SnapLogic
5 1 (5.00%) Spotify
5 1 (5.00%) Talend