Period
to 27 November 2021

The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for Amazon EMR skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon EMR over the 6 months to 27 November 2021 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Amazon Elastic MapReduce (Amazon EMR)
Central London > City of London
6 months to
27 Nov 2021
Same period 2020 Same period 2019
Rank 163 122 208
Rank change year-on-year -41 +86 +30
Contract jobs citing Amazon EMR 21 2 19
As % of all contract jobs advertised in the City of London 0.53% 0.10% 0.33%
As % of the Cloud Services category 1.42% 0.30% 0.96%
Number of daily rates quoted 21 1 14
10th Percentile £489 " £478
25th Percentile £500 £305 £525
Median daily rate (50th Percentile) £601 £310 £563
Median % change year-on-year +93.71% -44.89% -2.17%
75th Percentile £738 £315 £653
90th Percentile £815 " £719
Central London median daily rate £601 £310 £569
% change year-on-year +93.71% -45.49% -1.94%

Amazon EMR is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the City of London with a requirement for cloud computing skills.

All Cloud Skills
City of London
Contract vacancies with a requirement for cloud computing skills 1,479 661 1,977
As % of all contract IT jobs advertised in the City of London 37.17% 33.71% 34.18%
Number of daily rates quoted 1,161 525 1,575
10th Percentile £400 £325 £325
25th Percentile £475 £413 £425
Median daily rate (50th Percentile) £550 £525 £525
Median % change year-on-year +4.76% - -
75th Percentile £650 £588 £600
90th Percentile £738 £650 £675
Central London median daily rate £550 £525 £520
% change year-on-year +4.76% +0.96% -0.95%
Number of hourly rates quoted 12 2 18
10th Percentile " £20.25 £18.64
25th Percentile £13.88 £20.63 £20.00
Median hourly rate £14.25 £21.25 £20.92
Median % change year-on-year -32.94% +1.60% +19.51%
75th Percentile £24.75 £21.88 £22.70
90th Percentile £33.98 £22.25 £24.43
Central London median hourly rate £17.13 £21.25 £21.00
% change year-on-year -19.41% +1.19% +12.30%

Amazon EMR
Job Vacancy Trend in the City of London

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

Job vacancy trend for Amazon EMR in the City of London

Amazon EMR
Contractor Daily Rate Trend in the City of London

3-month moving average daily rate quoted in jobs citing Amazon EMR in the City of London.

Daily rate trend for Amazon EMR in the City of London

Amazon EMR
Daily Rate Histogram in the City of London

Daily rate distribution for jobs citing Amazon EMR in the City of London over the 6 months to 27 November 2021.

Daily rate histogram for Amazon EMR in the City of London

For the 6 months to 27 November 2021, IT contractor 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 contract job ads across the City of London region with a requirement for Amazon EMR.

1 21 (100.00%) AWS
2 16 (76.19%) Apache Spark
3 12 (57.14%) Amazon S3
4 10 (47.62%) Hadoop
4 10 (47.62%) Agile Software Development
4 10 (47.62%) Big Data
5 8 (38.10%) Kafka
5 8 (38.10%) Amazon Redshift
5 8 (38.10%) Docker
5 8 (38.10%) Terraform
6 7 (33.33%) Data Engineering
6 7 (33.33%) Data Warehouse
6 7 (33.33%) Amazon EC2
6 7 (33.33%) Infrastructure as Code
6 7 (33.33%) Social Skills
7 6 (28.57%) Amazon EKS
7 6 (28.57%) Amazon ECS
7 6 (28.57%) Sprint Planning
7 6 (28.57%) Amazon Athena
7 6 (28.57%) Business Intelligence
7 6 (28.57%) SQL
7 6 (28.57%) Oracle
7 6 (28.57%) SQL Server
7 6 (28.57%) Splunk
7 6 (28.57%) Route 53
7 6 (28.57%) Amazon RDS
8 5 (23.81%) Elasticsearch
8 5 (23.81%) Talend
8 5 (23.81%) DevOps
8 5 (23.81%) Relational Database

Amazon EMR
Co-occurring IT Skills in the City of 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 16 (76.19%) Apache Spark
2 5 (23.81%) Elasticsearch
3 3 (14.29%) Apache
3 3 (14.29%) Apache Airflow
4 1 (4.76%) Jupyter
Cloud Services
1 21 (100.00%) AWS
2 12 (57.14%) Amazon S3
3 7 (33.33%) Amazon EC2
4 6 (28.57%) Amazon ECS
4 6 (28.57%) Amazon EKS
4 6 (28.57%) Route 53
5 5 (23.81%) AWS Lambda
5 5 (23.81%) Serverless
6 3 (14.29%) Amazon Kinesis
6 3 (14.29%) Datadog
6 3 (14.29%) GCP
7 2 (9.52%) Amazon CloudWatch
7 2 (9.52%) Amazon SQS
7 2 (9.52%) Google Data Studio
7 2 (9.52%) IaaS
7 2 (9.52%) PaaS
8 1 (4.76%) Amazon SageMaker
8 1 (4.76%) AWS Step Functions
8 1 (4.76%) GitHub Actions
8 1 (4.76%) Snowflake
Communications & Networking
1 4 (19.05%) DNS
Database & Business Intelligence
1 10 (47.62%) Big Data
1 10 (47.62%) Hadoop
2 8 (38.10%) Amazon Redshift
3 7 (33.33%) Data Warehouse
4 6 (28.57%) Amazon Athena
4 6 (28.57%) Amazon RDS
4 6 (28.57%) SQL Server
5 5 (23.81%) Data Lake
5 5 (23.81%) RDBMS
5 5 (23.81%) Relational Database
6 4 (19.05%) NoSQL
6 4 (19.05%) Tableau
7 3 (14.29%) BigQuery
7 3 (14.29%) DB2
7 3 (14.29%) Delta Lake
7 3 (14.29%) Metadata
7 3 (14.29%) PostgreSQL
8 2 (9.52%) Pentaho
9 1 (4.76%) Flink
9 1 (4.76%) Power BI
Development Applications
1 2 (9.52%) Jenkins
2 1 (4.76%) CircleCI
2 1 (4.76%) Git (software)
2 1 (4.76%) git-flow
2 1 (4.76%) GitLab
2 1 (4.76%) GoCD
General
1 7 (33.33%) Social Skills
2 5 (23.81%) Analytical Skills
3 4 (19.05%) Finance
3 4 (19.05%) Public Sector
4 2 (9.52%) Financial Institution
4 2 (9.52%) Influencing Skills
4 2 (9.52%) Legal
5 1 (4.76%) Banking
5 1 (4.76%) Investment Banking
Job Titles
1 10 (47.62%) Architect
2 5 (23.81%) Solutions Architect
3 4 (19.05%) Data Engineer
3 4 (19.05%) DevOps Engineer
4 3 (14.29%) Business Intelligence Architect
4 3 (14.29%) Senior Data Engineer
5 2 (9.52%) Business Architect
5 2 (9.52%) Senior Architect
6 1 (4.76%) AWS Architect
6 1 (4.76%) AWS Engineer
6 1 (4.76%) Developer
6 1 (4.76%) Kubernetes Engineer
6 1 (4.76%) Technical Architect
Libraries, Frameworks & Software Standards
1 8 (38.10%) Kafka
2 2 (9.52%) .NET
2 2 (9.52%) gRPC
2 2 (9.52%) PySpark
2 2 (9.52%) RESTful
2 2 (9.52%) Spark Streaming
3 1 (4.76%) Elastic Stack
3 1 (4.76%) Web Services
Miscellaneous
1 4 (19.05%) PKI
2 3 (14.29%) Management Information System
3 2 (9.52%) Hedge funds
3 2 (9.52%) Legacy Systems
3 2 (9.52%) Market Risk
3 2 (9.52%) Self-Motivation
4 1 (4.76%) Credit Risk
Operating Systems
1 1 (4.76%) Linux
Processes & Methodologies
1 10 (47.62%) Agile Software Development
2 7 (33.33%) Data Engineering
2 7 (33.33%) Infrastructure as Code
3 6 (28.57%) Business Intelligence
3 6 (28.57%) Sprint Planning
4 5 (23.81%) Data Architecture
4 5 (23.81%) Data Modelling
4 5 (23.81%) DevOps
4 5 (23.81%) ETL
5 4 (19.05%) Collaborative Working
5 4 (19.05%) Computer Science
5 4 (19.05%) Microservices
5 4 (19.05%) Open Source
5 4 (19.05%) Scrum
5 4 (19.05%) SDLC
6 3 (14.29%) Business Case
6 3 (14.29%) Critical Thinking
6 3 (14.29%) Risk Management
6 3 (14.29%) Strategic Thinking
6 3 (14.29%) Technical Leadership
Programming Languages
1 6 (28.57%) SQL
2 4 (19.05%) Java
2 4 (19.05%) Python
3 2 (9.52%) C++
3 2 (9.52%) Scala
Qualifications
1 4 (19.05%) Computer Science Degree
1 4 (19.05%) Degree
2 2 (9.52%) AWS Certification
2 2 (9.52%) BPSS Clearance
2 2 (9.52%) SC Cleared
2 2 (9.52%) Security Cleared
Quality Assurance & Compliance
1 2 (9.52%) GDPR
1 2 (9.52%) SLA
2 1 (4.76%) IFRS
2 1 (4.76%) IFRS 9
System Software
1 8 (38.10%) Docker
Systems Management
1 8 (38.10%) Terraform
2 5 (23.81%) Kubernetes
3 4 (19.05%) Prometheus
4 1 (4.76%) Ansible
4 1 (4.76%) Kibana
Vendors
1 6 (28.57%) Oracle
1 6 (28.57%) Splunk
2 5 (23.81%) Talend
3 3 (14.29%) AppDynamics
3 3 (14.29%) Cloudera
4 2 (9.52%) Google