Period
to 18 January 2019

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 18 January 2019 with a comparison to the same period in the previous 2 years.

Amazon Elastic MapReduce (Amazon EMR)
England > London
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 666 763 723
Rank change year-on-year +97 -40 +120
Permanent jobs citing Amazon EMR 116 64 100
As % of all permanent IT jobs advertised in London 0.18% 0.091% 0.14%
As % of the Cloud Services category 0.65% 0.41% 0.89%
Number of salaries quoted 104 54 93
London median annual salary £72,500 £85,000 £75,000
Median salary % change year-on-year -14.71% +13.33% +25.00%
10th Percentile £58,750 £62,000 £56,250
90th Percentile £112,500 £115,000 £86,250
England median annual salary £72,500 £72,500 £75,000
% change year-on-year - -3.33% +25.00%

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 17,711 15,698 11,228
As % of all permanent IT jobs advertised in London 28.14% 22.33% 15.85%
Number of salaries quoted 14,259 13,232 9,633
London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +9.09%
10th Percentile £35,000 £35,000 £33,750
90th Percentile £95,000 £90,000 £86,250
England median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - +5.00%

Amazon EMR
Job Vacancy Trend in London

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

Job vacancy trend for Amazon EMR in London

Amazon EMR
Salary Trend in London

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

Salary trend for Amazon EMR in London

Amazon EMR
Salary Histogram in London

The salary distribution of IT jobs citing Amazon EMR in London over the 6 months to 18 January 2019.

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 18 January 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
Central London +30 19 £83,750 -6.94% 6
South London - 4 £65,000 - 1
West London - 1 £90,000 - 5
East London - 1 - - 1
Amazon EMR
England

For the 6 months to 18 January 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 London region with a requirement for Amazon EMR.

1 115 (99.14%) Amazon AWS
2 90 (77.59%) Python
3 83 (71.55%) Hadoop
4 72 (62.07%) Big Data
5 67 (57.76%) Apache Spark
6 56 (48.28%) Java
7 55 (47.41%) Amazon S3
8 48 (41.38%) Kafka
9 47 (40.52%) Apache Hive
10 45 (38.79%) NoSQL
11 41 (35.34%) SQL
11 41 (35.34%) ETL
12 40 (34.48%) Scala
13 36 (31.03%) Linux
13 36 (31.03%) Agile Software Development
14 35 (30.17%) Amazon Redshift
15 34 (29.31%) Finance
16 33 (28.45%) Amazon EC2
17 29 (25.00%) Docker
18 28 (24.14%) Data Modelling
19 27 (23.28%) Bash Shell
19 27 (23.28%) Hortonworks
19 27 (23.28%) Kibana
20 26 (22.41%) AWS Lambda
20 26 (22.41%) HDFS
20 26 (22.41%) DevOps
20 26 (22.41%) Data Science
21 24 (20.69%) logstash
22 23 (19.83%) Ansible
22 23 (19.83%) Amazon DynamoDB

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 67 (57.76%) Apache Spark
2 20 (17.24%) Elasticsearch
3 17 (14.66%) Apache
4 7 (6.03%) Apache Airflow
5 4 (3.45%) Apache Pig
6 2 (1.72%) Apache Solr
6 2 (1.72%) Confluence
6 2 (1.72%) Jupyter
7 1 (0.86%) Luigi
7 1 (0.86%) MediaWiki
Cloud Services
1 115 (99.14%) Amazon AWS
2 55 (47.41%) Amazon S3
3 33 (28.45%) Amazon EC2
4 26 (22.41%) AWS Lambda
5 17 (14.66%) Serverless
6 14 (12.07%) Amazon Kinesis
7 12 (10.34%) AWS CloudFormation
8 11 (9.48%) Amazon ELB
9 10 (8.62%) AWS Data Pipeline
9 10 (8.62%) Cloud Computing
9 10 (8.62%) Route 53
10 9 (7.76%) Amazon CloudWatch
10 9 (7.76%) Microsoft Azure
11 6 (5.17%) Amazon SQS
11 6 (5.17%) AWS CloudTrail
11 6 (5.17%) Google Cloud Platform
11 6 (5.17%) Virtual Private Cloud
12 4 (3.45%) IBM Cloud
13 2 (1.72%) Amazon Glacier
13 2 (1.72%) GitHub
Communications & Networking
1 6 (5.17%) VPN
2 2 (1.72%) HTTP
3 1 (0.86%) RTMP
3 1 (0.86%) TCP/IP
Database & Business Intelligence
1 83 (71.55%) Hadoop
2 72 (62.07%) Big Data
3 47 (40.52%) Apache Hive
4 45 (38.79%) NoSQL
5 35 (30.17%) Amazon Redshift
6 23 (19.83%) Amazon DynamoDB
6 23 (19.83%) Apache Cassandra
7 21 (18.10%) MongoDB
8 20 (17.24%) Amazon Athena
8 20 (17.24%) HBase
8 20 (17.24%) MySQL
9 18 (15.52%) SQL Server
10 16 (13.79%) Impala
10 16 (13.79%) PostgreSQL
11 15 (12.93%) Data Warehouse
12 12 (10.34%) Amazon RDS
13 10 (8.62%) MariaDB
13 10 (8.62%) Spark SQL
13 10 (8.62%) Sqoop
14 9 (7.76%) DataStax
Development Applications
1 11 (9.48%) Git (software)
2 8 (6.90%) Subversion
3 7 (6.03%) Jenkins
4 6 (5.17%) JIRA
5 1 (0.86%) Bitbucket
5 1 (0.86%) CircleCI
5 1 (0.86%) Cucumber
5 1 (0.86%) JUnit
5 1 (0.86%) Mockito
5 1 (0.86%) TeamCity
General
1 34 (29.31%) Finance
2 22 (18.97%) Banking
3 11 (9.48%) Telecoms
4 10 (8.62%) Retail
5 6 (5.17%) Advertising
6 4 (3.45%) Music Industry
7 3 (2.59%) Law
7 3 (2.59%) Legal
8 2 (1.72%) Marketing
9 1 (0.86%) Digital Economy
9 1 (0.86%) Pharmaceutical
9 1 (0.86%) Retail Banking
Job Titles
1 63 (54.31%) Data Engineer
2 27 (23.28%) Hadoop Engineer
3 26 (22.41%) Big Data Engineer
4 18 (15.52%) AWS Engineer
5 17 (14.66%) Architect
6 15 (12.93%) Data Architect
6 15 (12.93%) Senior Data Engineer
7 13 (11.21%) Cloud Engineer
7 13 (11.21%) DevOps Engineer
8 11 (9.48%) Python Engineer
9 10 (8.62%) Developer
10 8 (6.90%) AWS Architect
11 7 (6.03%) Java Engineer
11 7 (6.03%) Solutions Architect
12 6 (5.17%) AWS Solutions Architect
12 6 (5.17%) Chief Architect
12 6 (5.17%) Chief Data Architect
12 6 (5.17%) Lead DevOps
12 6 (5.17%) Senior Developer
13 5 (4.31%) AWS DevOps
Libraries, Frameworks & Software Standards
1 48 (41.38%) Kafka
2 21 (18.10%) Elastic Stack
3 11 (9.48%) PySpark
3 11 (9.48%) RabbitMQ
4 9 (7.76%) Middleware
4 9 (7.76%) Rendezvous
5 8 (6.90%) ActiveMQ
5 8 (6.90%) LAMP
5 8 (6.90%) YAML
6 6 (5.17%) JSON
6 6 (5.17%) Spring
7 5 (4.31%) Apache Thrift
7 5 (4.31%) PostGIS
7 5 (4.31%) Protocol Buffers
7 5 (4.31%) Samza
7 5 (4.31%) XML
8 4 (3.45%) .NET
8 4 (3.45%) React
9 3 (2.59%) AngularJS
9 3 (2.59%) ASP.NET
Miscellaneous
1 11 (9.48%) Data Structures
2 10 (8.62%) Algorithms
3 9 (7.76%) Linux Command Line
4 8 (6.90%) Clustering
4 8 (6.90%) Replication
5 6 (5.17%) Analytical Skills
6 5 (4.31%) Greenfield Project
7 4 (3.45%) Hedge funds
8 3 (2.59%) Cloud Native
9 2 (1.72%) Anti-Piracy
9 2 (1.72%) Data Centre
9 2 (1.72%) IPTV
10 1 (0.86%) Blog
10 1 (0.86%) Enterprise Software
10 1 (0.86%) Life Science
10 1 (0.86%) Marketing Technology
10 1 (0.86%) Self-Motivation
10 1 (0.86%) Video on Demand
10 1 (0.86%) Video\Live Streaming
10 1 (0.86%) Wiki
Operating Systems
1 36 (31.03%) Linux
2 1 (0.86%) Red Hat Enterprise Linux
2 1 (0.86%) Unix
2 1 (0.86%) Windows
Processes & Methodologies
1 41 (35.34%) ETL
2 36 (31.03%) Agile Software Development
3 28 (24.14%) Data Modelling
4 26 (22.41%) Data Science
4 26 (22.41%) DevOps
5 22 (18.97%) Analytics
6 21 (18.10%) Machine Learning
7 15 (12.93%) Software Engineering
8 14 (12.07%) Load Balancing
8 14 (12.07%) Problem-Solving
9 10 (8.62%) Data Engineering
10 9 (7.76%) Configuration Management
10 9 (7.76%) Data Cleansing
10 9 (7.76%) Open Source
10 9 (7.76%) Thought Leadership
11 8 (6.90%) Continuous Integration
11 8 (6.90%) Data Development
11 8 (6.90%) Data Management
11 8 (6.90%) Data Security
11 8 (6.90%) SQL Optimisation
Programming Languages
1 90 (77.59%) Python
2 56 (48.28%) Java
3 41 (35.34%) SQL
4 40 (34.48%) Scala
5 27 (23.28%) Bash Shell
6 14 (12.07%) Ruby
7 11 (9.48%) Go
8 10 (8.62%) R
9 8 (6.90%) JavaScript
9 8 (6.90%) PowerShell
9 8 (6.90%) Shell Script
10 5 (4.31%) C#
11 3 (2.59%) CoffeeScript
11 3 (2.59%) F#
12 2 (1.72%) Java 8
12 2 (1.72%) PHP
13 1 (0.86%) C++
13 1 (0.86%) Gremlin
13 1 (0.86%) PL/SQL
13 1 (0.86%) T-SQL
Qualifications
1 15 (12.93%) AWS Certification
2 13 (11.21%) Degree
3 4 (3.45%) Computer Science Degree
4 1 (0.86%) Master's Degree
4 1 (0.86%) PhD
4 1 (0.86%) SC Cleared
4 1 (0.86%) Security Cleared
Quality Assurance & Compliance
1 9 (7.76%) MiFID
2 8 (6.90%) GDPR
3 4 (3.45%) Data Quality
4 2 (1.72%) ISO/IEC 27001
4 2 (1.72%) QA
5 1 (0.86%) COBIT
System Software
1 29 (25.00%) Docker
2 26 (22.41%) HDFS
3 10 (8.62%) Apache Flume
3 10 (8.62%) Apache ZooKeeper
4 6 (5.17%) Active Directory
Systems Management
1 27 (23.28%) Kibana
2 24 (20.69%) logstash
3 23 (19.83%) Ansible
4 21 (18.10%) Opscode Chef
5 20 (17.24%) Prometheus
6 19 (16.38%) Hadoop YARN
7 14 (12.07%) Puppet
8 12 (10.34%) Grafana
8 12 (10.34%) Terraform
9 10 (8.62%) Kubernetes
10 9 (7.76%) Ambari
11 8 (6.90%) Docker Swarm
11 8 (6.90%) Nagios
11 8 (6.90%) ZABBIX
12 7 (6.03%) Packer
13 5 (4.31%) Mesos
14 4 (3.45%) Oozie
15 3 (2.59%) Graphite
16 1 (0.86%) Salt
Vendors
1 27 (23.28%) Hortonworks
2 17 (14.66%) Informatica
3 15 (12.93%) Oracle
4 14 (12.07%) Cloudera
5 12 (10.34%) Talend
6 9 (7.76%) Solace
6 9 (7.76%) TIBCO
7 7 (6.03%) Teradata
8 6 (5.17%) Microsoft
9 5 (4.31%) IBM
10 4 (3.45%) Google
11 3 (2.59%) Tableau
12 1 (0.86%) Alteryx
12 1 (0.86%) Databricks
12 1 (0.86%) Netezza
12 1 (0.86%) Red Hat
12 1 (0.86%) Splunk