Period
to

The following table provides summary statistics for contract job vacancies advertised in 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 25 May 2022 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)
England > London
6 months to
25 May 2022
Same period 2021 Same period 2020
Rank 514 396 388
Rank change year-on-year -118 -8 +58
Contract jobs citing Amazon EMR 75 63 40
As % of all contract jobs advertised in London 0.19% 0.26% 0.20%
As % of the Cloud Services category 0.51% 0.67% 0.59%
Number of daily rates quoted 58 49 36
10th Percentile £437 £444 £498
25th Percentile £525 £500 £500
Median daily rate (50th Percentile) £600 £575 £563
Median % change year-on-year +4.35% +2.22% +4.65%
75th Percentile £700 £650 £642
90th Percentile £819 £665 £675
England median daily rate £590 £575 £600
% change year-on-year +2.65% -4.17% +14.29%
Number of hourly rates quoted 1 0 0
10th Percentile - - -
25th Percentile £58.25 - -
Median hourly rate £61.50 - -
75th Percentile £64.75 - -
90th Percentile - - -
England median hourly rate £61.50 £50.00 -
% change year-on-year +23.00% - -

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 London with a requirement for cloud computing skills.

All Cloud Skills
London
Contract vacancies with a requirement for cloud computing skills 14,732 9,437 6,768
As % of all contract IT jobs advertised in London 38.13% 38.65% 34.29%
Number of daily rates quoted 11,039 6,916 5,079
10th Percentile £390 £363 £325
25th Percentile £475 £438 £425
Median daily rate (50th Percentile) £575 £525 £525
Median % change year-on-year +9.52% - -
75th Percentile £688 £625 £625
90th Percentile £775 £700 £700
England median daily rate £550 £500 £500
% change year-on-year +10.00% - -
Number of hourly rates quoted 72 40 42
10th Percentile £19.73 £14.98 £13.20
25th Percentile £23.17 £21.61 £18.55
Median hourly rate £39.75 £35.50 £24.00
Median % change year-on-year +11.97% +47.92% +11.63%
75th Percentile £65.00 £64.06 £42.89
90th Percentile £79.43 £68.04 £60.65
England median hourly rate £21.50 £21.05 £20.00
% change year-on-year +2.14% +5.25% +2.56%

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
Contractor Daily Rate Trend in London

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

Daily rate trend for Amazon EMR in London

Amazon EMR
Daily Rate Histogram in London

Daily rate distribution for jobs citing Amazon EMR in London over the 6 months to 25 May 2022.

Daily rate histogram for Amazon EMR in London

Amazon EMR
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon EMR within the London region over the 6 months to 25 May 2022. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Central London -17 20 £700 +60.00%
West London - 2 - -
South London -30 1 £600 -
Amazon EMR
England

For the 6 months to 25 May 2022, 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 London region with a requirement for Amazon EMR.

1 74 (98.67%) AWS
2 44 (58.67%) Apache Spark
3 43 (57.33%) Amazon S3
4 40 (53.33%) Amazon Redshift
5 39 (52.00%) Kafka
6 35 (46.67%) Amazon Athena
7 33 (44.00%) Big Data
7 33 (44.00%) Agile
8 31 (41.33%) Python
9 30 (40.00%) Analytics
9 30 (40.00%) Amazon RDS
10 28 (37.33%) Amazon EC2
11 27 (36.00%) Data Engineering
12 26 (34.67%) DevOps
12 26 (34.67%) ETL
12 26 (34.67%) Data Pipeline
13 23 (30.67%) SQL
14 22 (29.33%) Scala
14 22 (29.33%) Terraform
15 20 (26.67%) Java
16 19 (25.33%) Data Modelling
16 19 (25.33%) AWS Lambda
16 19 (25.33%) Social Skills
16 19 (25.33%) Serverless
17 18 (24.00%) Data Analysis
18 17 (22.67%) Security Cleared
19 16 (21.33%) SC Cleared
20 15 (20.00%) Hadoop
21 14 (18.67%) Data Warehouse
21 14 (18.67%) Data Munging

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 44 (58.67%) Apache Spark
2 12 (16.00%) Apache Airflow
3 6 (8.00%) Apache
4 5 (6.67%) Elasticsearch
4 5 (6.67%) Luigi
5 2 (2.67%) Jupyter
6 1 (1.33%) Apache Pig
Cloud Services
1 74 (98.67%) AWS
2 43 (57.33%) Amazon S3
3 28 (37.33%) Amazon EC2
4 19 (25.33%) AWS Lambda
4 19 (25.33%) Serverless
5 13 (17.33%) AWS Fargate
6 11 (14.67%) Amazon EKS
7 9 (12.00%) Amazon SageMaker
8 8 (10.67%) Amazon SQS
8 8 (10.67%) Azure
9 7 (9.33%) GCP
9 7 (9.33%) Virtual Private Cloud
10 6 (8.00%) Amazon Kinesis
10 6 (8.00%) AWS CloudFormation
10 6 (8.00%) AWS KMS
11 5 (6.67%) Snowflake
12 3 (4.00%) AWS Step Functions
12 3 (4.00%) PaaS
13 2 (2.67%) Amazon ECS
13 2 (2.67%) Amazon MSK
Database & Business Intelligence
1 40 (53.33%) Amazon Redshift
2 35 (46.67%) Amazon Athena
3 33 (44.00%) Big Data
4 30 (40.00%) Amazon RDS
5 15 (20.00%) Hadoop
6 14 (18.67%) Data Warehouse
7 13 (17.33%) MySQL
8 12 (16.00%) Metadata
8 12 (16.00%) NoSQL
8 12 (16.00%) Pentaho
9 10 (13.33%) Data Lake
10 9 (12.00%) SQL Server
11 8 (10.67%) Tableau
12 7 (9.33%) Amazon DynamoDB
12 7 (9.33%) Apache Cassandra
12 7 (9.33%) Presto
13 5 (6.67%) Relational Database
14 4 (5.33%) Apache Hive
15 2 (2.67%) PostgreSQL
15 2 (2.67%) RDBMS
Development Applications
1 7 (9.33%) GitLab
2 4 (5.33%) JIRA
2 4 (5.33%) TeamCity
3 3 (4.00%) Git (software)
4 2 (2.67%) Bitbucket
4 2 (2.67%) git-flow
5 1 (1.33%) Artifactory
5 1 (1.33%) Atlassian Bamboo
5 1 (1.33%) Deequ
5 1 (1.33%) HP UFT
5 1 (1.33%) Jenkins
5 1 (1.33%) Rational Robot
5 1 (1.33%) RIATest
5 1 (1.33%) SilkTest
5 1 (1.33%) WinRunner
General
1 19 (25.33%) Social Skills
2 11 (14.67%) Public Sector
3 9 (12.00%) Analytical Skills
4 8 (10.67%) Finance
5 7 (9.33%) Publishing
6 6 (8.00%) Pharmaceutical
7 3 (4.00%) Marketing
8 2 (2.67%) Front Office
8 2 (2.67%) Telecoms
9 1 (1.33%) Banking
9 1 (1.33%) Electronics
9 1 (1.33%) Financial Institution
9 1 (1.33%) Law
9 1 (1.33%) Legal
9 1 (1.33%) Local Government
9 1 (1.33%) Manufacturing
9 1 (1.33%) Police
9 1 (1.33%) Presentation Skills
Job Titles
1 28 (37.33%) Data Engineer
2 13 (17.33%) Architect
3 11 (14.67%) Developer
4 8 (10.67%) Data Architect
5 7 (9.33%) AWS Developer
5 7 (9.33%) Big Data Engineer
5 7 (9.33%) DevOps Engineer
5 7 (9.33%) Hadoop Engineer
6 6 (8.00%) AWS Architect
6 6 (8.00%) AWS Engineer
6 6 (8.00%) Java Engineer
6 6 (8.00%) Scala Engineer
6 6 (8.00%) Solutions Architect
7 5 (6.67%) Python Developer
8 4 (5.33%) Technical Leader
9 3 (4.00%) AWS Solutions Architect
9 3 (4.00%) Lead Architect
9 3 (4.00%) Lead Solutions Architect
9 3 (4.00%) Python Engineer
10 2 (2.67%) Data Analytics Manager
Libraries, Frameworks & Software Standards
1 39 (52.00%) Kafka
2 14 (18.67%) PySpark
3 11 (14.67%) Spark Streaming
4 4 (5.33%) RESTful
5 3 (4.00%) FastAPI
6 2 (2.67%) TensorFlow
7 1 (1.33%) Anaconda
7 1 (1.33%) Apache Avro
7 1 (1.33%) Elastic Stack
7 1 (1.33%) H2O
7 1 (1.33%) JSON
7 1 (1.33%) Middleware
7 1 (1.33%) NLTK
7 1 (1.33%) NumPy
7 1 (1.33%) Pandas
7 1 (1.33%) scikit-learn
7 1 (1.33%) SciPy
7 1 (1.33%) Shiny
7 1 (1.33%) Spring
7 1 (1.33%) YAML
Miscellaneous
1 10 (13.33%) Management Information System
2 7 (9.33%) Equities
2 7 (9.33%) Life Science
3 6 (8.00%) Algorithms
3 6 (8.00%) Linux Command Line
4 5 (6.67%) Derivative
4 5 (6.67%) Foreign Exchange (FX)
5 4 (5.33%) Self-Motivation
6 3 (4.00%) Data Structures
6 3 (4.00%) Greenfield Project
6 3 (4.00%) Hedge funds
6 3 (4.00%) Public Cloud
6 3 (4.00%) Virtual Team
7 2 (2.67%) Biotechnology
7 2 (2.67%) Fixed Income
8 1 (1.33%) Client/Server
8 1 (1.33%) Cloud Native
8 1 (1.33%) Educational Technology
8 1 (1.33%) e-Learning
8 1 (1.33%) Enterprise Software
Operating Systems
1 8 (10.67%) Linux
2 7 (9.33%) Unix
Processes & Methodologies
1 33 (44.00%) Agile
2 30 (40.00%) Analytics
3 27 (36.00%) Data Engineering
4 26 (34.67%) Data Pipeline
4 26 (34.67%) DevOps
4 26 (34.67%) ETL
5 19 (25.33%) Data Modelling
6 18 (24.00%) Data Analysis
7 14 (18.67%) Data Munging
8 13 (17.33%) TDD
9 12 (16.00%) Data Integration
10 11 (14.67%) Business Intelligence
10 11 (14.67%) CI/CD
10 11 (14.67%) Data Governance
10 11 (14.67%) Visualisation
11 10 (13.33%) BDD
11 10 (13.33%) Metadata Management
11 10 (13.33%) SDLC
12 9 (12.00%) Data Architecture
12 9 (12.00%) Problem-Solving
Programming Languages
1 31 (41.33%) Python
2 23 (30.67%) SQL
3 22 (29.33%) Scala
4 20 (26.67%) Java
5 2 (2.67%) C
5 2 (2.67%) R
6 1 (1.33%) C#
6 1 (1.33%) HiveQL
6 1 (1.33%) PowerShell
Qualifications
1 17 (22.67%) Security Cleared
2 16 (21.33%) SC Cleared
3 4 (5.33%) AWS Certification
4 2 (2.67%) BPSS Clearance
4 2 (2.67%) Degree
Quality Assurance & Compliance
1 8 (10.67%) Data Quality
2 3 (4.00%) SLA
3 1 (1.33%) GDPR
3 1 (1.33%) QA
System Software
1 11 (14.67%) Docker
2 1 (1.33%) Apache ZooKeeper
2 1 (1.33%) HDFS
2 1 (1.33%) Squid
Systems Management
1 22 (29.33%) Terraform
2 9 (12.00%) Kubernetes
3 8 (10.67%) Ansible
4 2 (2.67%) Opscode Chef
4 2 (2.67%) Puppet
5 1 (1.33%) Hadoop YARN
5 1 (1.33%) Kibana
5 1 (1.33%) Kubeflow
5 1 (1.33%) logstash
Vendors
1 14 (18.67%) Talend
2 6 (8.00%) Cloudera
3 5 (6.67%) Oracle
4 4 (5.33%) Microsoft
5 3 (4.00%) Informatica
5 3 (4.00%) Teradata
6 2 (2.67%) MicroStrategy
7 1 (1.33%) Ab Initio
7 1 (1.33%) Alteryx
7 1 (1.33%) Atlassian
7 1 (1.33%) Databricks
7 1 (1.33%) Google
7 1 (1.33%) Green Hat
7 1 (1.33%) HP
7 1 (1.33%) MapR
7 1 (1.33%) Netezza
7 1 (1.33%) Sage
7 1 (1.33%) SAP
7 1 (1.33%) Sybase