Period
to 21 September 2021

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 21 September 2021 with a comparison to the same period in the previous 2 years.

Amazon Elastic MapReduce (Amazon EMR)
England > London
6 months to
21 Sep 2021
Same period 2020 Same period 2019
Rank 550 446 626
Rank change year-on-year -104 +180 +91
Permanent jobs citing Amazon EMR 164 46 114
As % of all permanent jobs advertised in London 0.33% 0.23% 0.21%
As % of the Cloud Services category 0.70% 0.52% 0.57%
Number of salaries quoted 136 33 103
10th Percentile £46,250 £50,000 £55,000
25th Percentile £62,500 £57,500 £65,000
Median annual salary (50th Percentile) £80,000 £72,500 £75,000
Median % change year-on-year +10.34% -3.33% +3.45%
75th Percentile £95,000 £107,500 £87,500
90th Percentile £97,500 £121,000 £90,000
England median annual salary £80,000 £70,000 £75,000
% change year-on-year +14.29% -6.67% +3.45%

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 23,575 8,871 20,003
As % of all permanent IT jobs advertised in London 48.02% 43.53% 36.03%
Number of salaries quoted 15,315 7,510 16,738
10th Percentile £42,500 £43,000 £35,000
25th Percentile £53,750 £52,813 £47,500
Median annual salary (50th Percentile) £72,500 £70,000 £65,000
Median % change year-on-year +3.57% +7.69% +4.00%
75th Percentile £90,000 £87,500 £85,000
90th Percentile £107,500 £112,500 £98,750
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -

Amazon EMR
Job Vacancy Trend in London

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

Job vacancy trend for Amazon EMR in London

Amazon EMR
Salary Trend in London

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

Salary trend for Amazon EMR in London

Amazon EMR
Salary Histogram in London

Salary distribution for jobs citing Amazon EMR in London over the 6 months to 21 September 2021.

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 21 September 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
Central London -56 17 £77,500 -3.13% 11
East London - 4 £82,500 - 2
South London -25 1 - -
Amazon EMR
England

For the 6 months to 21 September 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 across the London region with a requirement for Amazon EMR.

1 163 (99.39%) AWS
2 148 (90.24%) Python
3 131 (79.88%) Apache Spark
4 118 (71.95%) Amazon Redshift
5 103 (62.80%) Data Pipeline
6 101 (61.59%) Analytics
7 94 (57.32%) Data Science
8 92 (56.10%) GCP
9 89 (54.27%) Big Data
9 89 (54.27%) SQL
10 85 (51.83%) ETL
11 83 (50.61%) Agile Software Development
12 82 (50.00%) Docker
12 82 (50.00%) Terraform
13 81 (49.39%) Electronic Patient Records
14 76 (46.34%) NoSQL
15 75 (45.73%) Kubernetes
16 74 (45.12%) Data Engineering
17 72 (43.90%) Scala
17 72 (43.90%) Google
18 71 (43.29%) Azure
19 70 (42.68%) Amazon Athena
20 65 (39.63%) Amazon S3
21 64 (39.02%) Serverless
22 62 (37.80%) Hadoop
23 60 (36.59%) Neo4j
23 60 (36.59%) Ansible
23 60 (36.59%) Java
24 59 (35.98%) Continuous Integration
24 59 (35.98%) Kafka

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
1 131 (79.88%) Apache Spark
2 22 (13.41%) Apache Airflow
3 15 (9.15%) Luigi
4 13 (7.93%) Apache
5 6 (3.66%) Apache Pig
5 6 (3.66%) Confluence
5 6 (3.66%) Elasticsearch
6 4 (2.44%) Oracle Workflow
7 1 (0.61%) Jupyter
7 1 (0.61%) SAS
Cloud Services
1 163 (99.39%) AWS
2 92 (56.10%) GCP
3 71 (43.29%) Azure
4 65 (39.63%) Amazon S3
5 64 (39.02%) Serverless
6 48 (29.27%) Snowflake
7 47 (28.66%) IBM Cloud
8 40 (24.39%) Amazon Kinesis
9 35 (21.34%) AWS Lambda
10 31 (18.90%) AWS CloudFormation
11 30 (18.29%) Amazon EC2
12 22 (13.41%) Google App Engine
13 21 (12.80%) Cloud Functions
13 21 (12.80%) Google Compute Engine
13 21 (12.80%) Google Container Engine
14 11 (6.71%) AWS Data Pipeline
14 11 (6.71%) Virtual Private Cloud
15 7 (4.27%) Google Data Studio
16 6 (3.66%) Amazon SQS
17 5 (3.05%) AWS Step Functions
Communications & Networking
1 2 (1.22%) Cisco IPT
2 1 (0.61%) DNS
2 1 (0.61%) Network Security
2 1 (0.61%) VPN
Database & Business Intelligence
1 118 (71.95%) Amazon Redshift
2 89 (54.27%) Big Data
3 81 (49.39%) Electronic Patient Records
4 76 (46.34%) NoSQL
5 70 (42.68%) Amazon Athena
6 62 (37.80%) Hadoop
7 60 (36.59%) Neo4j
8 41 (25.00%) Amazon DynamoDB
9 35 (21.34%) Data Warehouse
10 28 (17.07%) Amazon RDS
11 17 (10.37%) BigQuery
12 14 (8.54%) Data Lake
12 14 (8.54%) Looker
13 13 (7.93%) Relational Database
14 12 (7.32%) PostgreSQL
15 10 (6.10%) Metadata
16 9 (5.49%) MySQL
16 9 (5.49%) Tableau
17 7 (4.27%) Apache Hive
17 7 (4.27%) MongoDB
Development Applications
1 57 (34.76%) Jenkins
2 56 (34.15%) Atlassian Bamboo
3 47 (28.66%) Vagrant
4 18 (10.98%) Git (software)
5 14 (8.54%) JIRA
6 9 (5.49%) Bitbucket
7 8 (4.88%) Spinnaker
8 4 (2.44%) Oracle APEX
9 3 (1.83%) kappa
10 2 (1.22%) CircleCI
10 2 (1.22%) Cucumber
10 2 (1.22%) JUnit
10 2 (1.22%) Maven
11 1 (0.61%) GitLab
11 1 (0.61%) GoCD
11 1 (0.61%) Octopus Deploy
11 1 (0.61%) TeamCity
General
1 45 (27.44%) Finance
2 20 (12.20%) Social Skills
3 17 (10.37%) Banking
4 14 (8.54%) Investment Banking
5 10 (6.10%) Analytical Skills
6 6 (3.66%) Retail
7 4 (2.44%) Financial Institution
7 4 (2.44%) Marketing
8 3 (1.83%) Advertising
9 2 (1.22%) Manufacturing
10 1 (0.61%) Organisational Skills
Job Titles
1 88 (53.66%) Data Engineer
2 38 (23.17%) Architect
2 38 (23.17%) Data Architect
3 31 (18.90%) AWS Engineer
4 29 (17.68%) Platform Architect
5 20 (12.20%) AWS Architect
5 20 (12.20%) Platform Engineer
6 19 (11.59%) Senior Data Engineer
7 17 (10.37%) Cloud Engineer
8 9 (5.49%) Developer
9 7 (4.27%) Python Engineer
10 6 (3.66%) Data Science Leader
10 6 (3.66%) Scala Engineer
11 5 (3.05%) Backend Developer
11 5 (3.05%) Big Data Engineer
11 5 (3.05%) DevOps Engineer
11 5 (3.05%) Senior Backend Developer
11 5 (3.05%) Senior Developer
11 5 (3.05%) Senior Scala Engineer
12 4 (2.44%) Team Leader
Libraries, Frameworks & Software Standards
1 59 (35.98%) Kafka
2 57 (34.76%) Spark Streaming
3 15 (9.15%) Web Services
4 6 (3.66%) JSON
5 4 (2.44%) Oracle GoldenGate
6 3 (1.83%) Middleware
6 3 (1.83%) PySpark
6 3 (1.83%) REST
6 3 (1.83%) Spring
7 2 (1.22%) Apache NiFi
7 2 (1.22%) Elastic Stack
7 2 (1.22%) Rendezvous
7 2 (1.22%) Spring Boot
8 1 (0.61%) D3.js
8 1 (0.61%) GraphQL
8 1 (0.61%) gRPC
8 1 (0.61%) ODBC
8 1 (0.61%) Shiny
8 1 (0.61%) TensorFlow
8 1 (0.61%) XGBoost
Miscellaneous
1 17 (10.37%) Data Structures
2 15 (9.15%) Self-Motivation
3 4 (2.44%) Digital Currency
3 4 (2.44%) Management Information System
4 3 (1.83%) Replication
5 2 (1.22%) Algorithms
5 2 (1.22%) Blog
5 2 (1.22%) Cloud Native
5 2 (1.22%) Enterprise Cloud
5 2 (1.22%) Reference Data
6 1 (0.61%) Acoustics
6 1 (0.61%) Data Centre
6 1 (0.61%) Derivative
6 1 (0.61%) Equities
6 1 (0.61%) Greenfield Project
6 1 (0.61%) Mainframe
6 1 (0.61%) Public Cloud
Operating Systems
1 19 (11.59%) Linux
2 15 (9.15%) Unix
3 9 (5.49%) Windows
4 8 (4.88%) Windows Server
Processes & Methodologies
1 103 (62.80%) Data Pipeline
2 101 (61.59%) Analytics
3 94 (57.32%) Data Science
4 85 (51.83%) ETL
5 83 (50.61%) Agile Software Development
6 74 (45.12%) Data Engineering
7 59 (35.98%) Continuous Integration
8 58 (35.37%) Data Munging
9 55 (33.54%) Artificial Intelligence
10 54 (32.93%) Software Engineering
11 53 (32.32%) Unit Testing
12 52 (31.71%) Project Management
13 50 (30.49%) Configuration Management
14 48 (29.27%) Translating Business Requirements
15 33 (20.12%) Fintech
16 28 (17.07%) DataOps
17 27 (16.46%) Business Intelligence
18 20 (12.20%) DevOps
19 17 (10.37%) Data Modelling
19 17 (10.37%) Scrum
Programming Languages
1 148 (90.24%) Python
2 89 (54.27%) SQL
3 72 (43.90%) Scala
4 60 (36.59%) Java
5 8 (4.88%) Bash Shell
6 4 (2.44%) C++
6 4 (2.44%) Clojure
6 4 (2.44%) JavaScript
6 4 (2.44%) Kotlin
6 4 (2.44%) PL/SQL
6 4 (2.44%) R
7 3 (1.83%) Java 8
7 3 (1.83%) PowerShell
8 2 (1.22%) C#
9 1 (0.61%) C
9 1 (0.61%) Go
9 1 (0.61%) Java 11
Qualifications
1 15 (9.15%) Degree
2 13 (7.93%) AWS Certification
3 6 (3.66%) Computer Science Degree
4 2 (1.22%) (ISC)2 CCSP
4 2 (1.22%) Cisco Certification
4 2 (1.22%) CISSP
Quality Assurance & Compliance
1 7 (4.27%) Data Quality
2 3 (1.83%) QA
3 2 (1.22%) MiFID
System Software
1 82 (50.00%) Docker
2 47 (28.66%) VirtualBox
3 2 (1.22%) Apache ZooKeeper
3 2 (1.22%) HDFS
Systems Management
1 82 (50.00%) Terraform
2 75 (45.73%) Kubernetes
3 60 (36.59%) Ansible
4 47 (28.66%) Docker Swarm
5 2 (1.22%) Ambari
5 2 (1.22%) Hadoop YARN
5 2 (1.22%) Kibana
5 2 (1.22%) logstash
5 2 (1.22%) Oozie
6 1 (0.61%) Istio
6 1 (0.61%) Knative
6 1 (0.61%) Mesos
6 1 (0.61%) Opscode Chef
6 1 (0.61%) Puppet
Vendors
1 72 (43.90%) Google
2 55 (33.54%) Hortonworks
3 54 (32.93%) Talend
4 53 (32.32%) Cloudera
5 51 (31.10%) Informatica
6 48 (29.27%) IBM
7 13 (7.93%) Microsoft
8 8 (4.88%) Atlassian
9 7 (4.27%) Oracle
10 5 (3.05%) Databricks
11 2 (1.22%) MicroStrategy
11 2 (1.22%) MKS
11 2 (1.22%) ServiceNow
11 2 (1.22%) Solace
11 2 (1.22%) Teradata
11 2 (1.22%) TIBCO
12 1 (0.61%) Ab Initio
12 1 (0.61%) Cadence