Period
to 22 January 2022

The following table provides summary statistics for permanent job vacancies 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 22 January 2022 with a comparison to the same period in the previous 2 years.

Amazon Elastic MapReduce (Amazon EMR)
UK
6 months to
22 Jan 2022
Same period 2021 Same period 2020
Rank 771 716 848
Rank change year-on-year -55 +132 +76
Permanent jobs citing Amazon EMR 304 61 189
As % of all permanent jobs advertised in the UK 0.24% 0.096% 0.15%
As % of the Cloud Services category 0.54% 0.23% 0.44%
Number of salaries quoted 159 42 168
10th Percentile £50,000 £52,875 £48,750
25th Percentile £62,500 £62,500 £56,250
Median annual salary (50th Percentile) £80,000 £68,750 £71,250
Median % change year-on-year +16.36% -3.51% +1.79%
75th Percentile £95,000 £92,500 £85,000
90th Percentile £110,500 £100,000 £93,750
UK excluding London median annual salary £70,000 £65,000 £54,671
% change year-on-year +7.69% +18.89% -21.90%

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 with a requirement for cloud computing skills.

All Cloud Skills
UK
Permanent vacancies with a requirement for cloud computing skills 56,211 26,191 42,718
As % of all permanent IT jobs advertised in the UK 43.62% 41.27% 33.86%
Number of salaries quoted 38,294 22,326 35,138
10th Percentile £32,500 £32,500 £30,000
25th Percentile £43,750 £42,500 £38,750
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -
75th Percentile £80,000 £75,000 £75,000
90th Percentile £97,500 £90,000 £91,250
UK excluding London median annual salary £52,000 £50,000 £47,500
% change year-on-year +4.00% +5.26% -

Amazon EMR
Job Vacancy Trend

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

Job vacancy trend for Amazon EMR in the UK

Amazon EMR
Salary Trend

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

Salary trend for Amazon EMR in the UK

Amazon EMR
Salary Histogram

Salary distribution for jobs citing Amazon EMR over the 6 months to 22 January 2022.

Salary histogram for Amazon EMR in the UK

Amazon EMR
Top 14 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon EMR within the UK over the 6 months to 22 January 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England -49 261 £80,000 +14.29% 23
London -100 169 £80,000 +6.67% 20
UK excluding London -115 93 £70,000 +7.69% 3
Work from Home -169 46 £95,000 +35.71% 4
South East -68 39 - -
North of England - 23 £65,000 - 1
Scotland -55 13 £79,500 +17.78% 1
North West - 13 £85,000 -
East of England -89 11 £110,000 +69.23% 1
Yorkshire - 10 £57,500 - 1
Midlands - 5 £80,000 -
West Midlands - 3 £80,000 -
South West -49 2 £76,250 +38.64%
East Midlands - 2 - -

For the 6 months to 22 January 2022, 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 with a requirement for Amazon EMR.

1 304 (100.00%) AWS
2 252 (82.89%) Python
3 210 (69.08%) Amazon S3
4 196 (64.47%) Apache Spark
5 182 (59.87%) Java
6 180 (59.21%) Scala
7 179 (58.88%) Amazon Redshift
8 175 (57.57%) Analytics
9 160 (52.63%) Kafka
10 159 (52.30%) Agile Software Development
11 156 (51.32%) Big Data
11 156 (51.32%) Electronic Patient Records
12 155 (50.99%) Serverless
13 133 (43.75%) Data Pipeline
14 131 (43.09%) AWS Lambda
15 124 (40.79%) Azure
16 118 (38.82%) Amazon Athena
17 114 (37.50%) Amazon DynamoDB
18 112 (36.84%) ETL
19 108 (35.53%) AWS CloudFormation
20 107 (35.20%) Terraform
21 105 (34.54%) SQL
22 104 (34.21%) Amazon EC2
23 103 (33.88%) DevOps
24 100 (32.89%) Amazon RDS
24 100 (32.89%) Data Engineering
25 95 (31.25%) Data Lake
26 94 (30.92%) Kubernetes
27 93 (30.59%) CI/CD
28 92 (30.26%) Data Science

Amazon EMR
Co-occurring IT Skills 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
1 196 (64.47%) Apache Spark
2 74 (24.34%) Apache Airflow
3 57 (18.75%) Apache
4 23 (7.57%) Luigi
5 13 (4.28%) Confluence
6 6 (1.97%) Ethereum
7 5 (1.64%) SharePoint
8 4 (1.32%) Apache Pig
8 4 (1.32%) Tomcat
9 3 (0.99%) SAS
10 2 (0.66%) Elasticsearch
10 2 (0.66%) GemFire
Applications
1 2 (0.66%) Microsoft PowerPoint
Cloud Services
1 304 (100.00%) AWS
2 210 (69.08%) Amazon S3
3 155 (50.99%) Serverless
4 131 (43.09%) AWS Lambda
5 124 (40.79%) Azure
6 108 (35.53%) AWS CloudFormation
7 104 (34.21%) Amazon EC2
8 91 (29.93%) Amazon Kinesis
9 77 (25.33%) GCP
10 71 (23.36%) Amazon CloudWatch
11 64 (21.05%) AWS CloudTrail
12 62 (20.39%) Amazon SQS
13 59 (19.41%) Amazon EKS
14 50 (16.45%) AWS Step Functions
15 45 (14.80%) GitHub
16 40 (13.16%) GitHub Actions
17 35 (11.51%) Amazon SageMaker
18 30 (9.87%) Azure Cosmos DB
19 27 (8.88%) Azure Functions
20 22 (7.24%) AWS Data Pipeline
Communications & Networking
1 50 (16.45%) Cisco IPT
2 6 (1.97%) Internet
3 1 (0.33%) DNS
3 1 (0.33%) LAN
3 1 (0.33%) WAN
Database & Business Intelligence
1 179 (58.88%) Amazon Redshift
2 156 (51.32%) Big Data
2 156 (51.32%) Electronic Patient Records
3 118 (38.82%) Amazon Athena
4 114 (37.50%) Amazon DynamoDB
5 100 (32.89%) Amazon RDS
6 95 (31.25%) Data Lake
7 83 (27.30%) Hadoop
8 80 (26.32%) NoSQL
9 54 (17.76%) Data Warehouse
10 46 (15.13%) PostgreSQL
11 38 (12.50%) Relational Database
12 31 (10.20%) Apache Hive
12 31 (10.20%) MySQL
13 29 (9.54%) BigQuery
14 27 (8.88%) Neo4j
15 25 (8.22%) Looker
16 19 (6.25%) Apache Cassandra
17 18 (5.92%) Amazon Aurora
17 18 (5.92%) HBase
Development Applications
1 49 (16.12%) Jenkins
2 45 (14.80%) Git (software)
3 25 (8.22%) Atlassian Bamboo
4 23 (7.57%) JIRA
5 19 (6.25%) Spinnaker
6 18 (5.92%) Bitbucket
6 18 (5.92%) kappa
7 9 (2.96%) Burp Suite
8 8 (2.63%) CircleCI
9 7 (2.30%) Vagrant
10 5 (1.64%) Sonatype Nexus
11 4 (1.32%) Cucumber
11 4 (1.32%) GoCD
11 4 (1.32%) JUnit
11 4 (1.32%) RStudio
12 3 (0.99%) GitLab
12 3 (0.99%) Octopus Deploy
12 3 (0.99%) TeamCity
13 2 (0.66%) Mockito
13 2 (0.66%) SonarQube
General
1 64 (21.05%) Finance
2 43 (14.14%) Social Skills
3 37 (12.17%) Analytical Skills
4 30 (9.87%) Banking
5 15 (4.93%) Retail
6 14 (4.61%) Law
6 14 (4.61%) Marketing
7 10 (3.29%) Inclusion and Diversity
8 9 (2.96%) Investment Banking
9 8 (2.63%) Financial Institution
9 8 (2.63%) Manufacturing
10 6 (1.97%) Telecoms
11 4 (1.32%) Pharmaceutical
12 3 (0.99%) Games
12 3 (0.99%) Legal
13 2 (0.66%) Presentation Skills
14 1 (0.33%) Advertising
14 1 (0.33%) Organisational Skills
Job Titles
1 189 (62.17%) Data Engineer
2 98 (32.24%) AWS Engineer
3 88 (28.95%) Cloud Engineer
4 83 (27.30%) Senior Data Engineer
5 64 (21.05%) Security Engineer
6 36 (11.84%) Senior Cloud Engineer
7 35 (11.51%) Senior Security Engineer
8 31 (10.20%) Architect
9 30 (9.87%) Data Architect
10 24 (7.89%) Developer
11 16 (5.26%) Java Engineer
11 16 (5.26%) Python Engineer
12 15 (4.93%) DevSecOps Engineer
13 12 (3.95%) Graduate
13 12 (3.95%) Graduate Java Engineer
13 12 (3.95%) Junior
13 12 (3.95%) Junior Data Engineer
13 12 (3.95%) Scala Engineer
14 10 (3.29%) Lead Developer
14 10 (3.29%) Software Developer
Libraries, Frameworks & Software Standards
1 160 (52.63%) Kafka
2 35 (11.51%) .NET
2 35 (11.51%) ActiveMQ
3 25 (8.22%) Spring
4 21 (6.91%) JSON
5 20 (6.58%) Spark Streaming
6 12 (3.95%) Spring Boot
7 11 (3.62%) Node.js
8 9 (2.96%) REST
9 8 (2.63%) Java EE
9 8 (2.63%) PySpark
10 7 (2.30%) Apache Avro
11 6 (1.97%) J2EE
11 6 (1.97%) Pandas
12 5 (1.64%) GraphQL
12 5 (1.64%) YAML
13 4 (1.32%) React
14 3 (0.99%) Django
14 3 (0.99%) RabbitMQ
14 3 (0.99%) XGBoost
Miscellaneous
1 29 (9.54%) Cloud Native
2 25 (8.22%) Management Information System
3 17 (5.59%) Algorithms
3 17 (5.59%) Data Structures
3 17 (5.59%) Self-Motivation
4 10 (3.29%) Hybrid Cloud
4 10 (3.29%) Linux Command Line
4 10 (3.29%) Public Cloud
5 9 (2.96%) Replication
5 9 (2.96%) Social Media
6 6 (1.97%) Greenfield Project
7 4 (1.32%) Digital Currency
8 2 (0.66%) e-Health
8 2 (0.66%) Enterprise Software
8 2 (0.66%) LIMS
8 2 (0.66%) PACS
8 2 (0.66%) Virtual Team
9 1 (0.33%) Credit Risk
9 1 (0.33%) FPGA
9 1 (0.33%) Reference Data
Operating Systems
1 43 (14.14%) Linux
2 29 (9.54%) Unix
3 11 (3.62%) Windows
4 10 (3.29%) Windows Server
5 9 (2.96%) Kali Linux
Processes & Methodologies
1 175 (57.57%) Analytics
2 159 (52.30%) Agile Software Development
3 133 (43.75%) Data Pipeline
4 112 (36.84%) ETL
5 103 (33.88%) DevOps
6 100 (32.89%) Data Engineering
7 93 (30.59%) CI/CD
8 92 (30.26%) Data Science
9 65 (21.38%) Data Security
10 64 (21.05%) Fintech
11 55 (18.09%) Computer Science
11 55 (18.09%) Data Analytics
11 55 (18.09%) SDLC
12 54 (17.76%) Continuous Improvement
12 54 (17.76%) Information Management
13 50 (16.45%) Continuous Integration
13 50 (16.45%) Risk Management
14 47 (15.46%) Software Engineering
15 44 (14.47%) Scrum
16 40 (13.16%) Artificial Intelligence
Programming Languages
1 252 (82.89%) Python
2 182 (59.87%) Java
3 180 (59.21%) Scala
4 105 (34.54%) SQL
5 61 (20.07%) Bash
6 51 (16.78%) PowerShell
7 22 (7.24%) JavaScript
8 18 (5.92%) C#
9 10 (3.29%) C++
9 10 (3.29%) R
9 10 (3.29%) Shell Script
10 5 (1.64%) Groovy
11 4 (1.32%) Go
11 4 (1.32%) Kotlin
12 3 (0.99%) Java 8
13 2 (0.66%) PL/SQL
13 2 (0.66%) TypeScript
14 1 (0.33%) C
14 1 (0.33%) Clojure
14 1 (0.33%) Java 11
Qualifications
1 80 (26.32%) AWS Certification
2 50 (16.45%) (ISC)2 CCSP
2 50 (16.45%) Cisco Certification
2 50 (16.45%) CISSP
3 46 (15.13%) Degree
4 27 (8.88%) Computer Science Degree
5 15 (4.93%) CCSP
6 12 (3.95%) SC Cleared
6 12 (3.95%) Security Cleared
7 3 (0.99%) Master's Degree
8 1 (0.33%) MCSE
8 1 (0.33%) Microsoft Certification
8 1 (0.33%) Numerate Degree
Quality Assurance & Compliance
1 9 (2.96%) Data Quality
1 9 (2.96%) PCI DSS
2 5 (1.64%) QA
3 2 (0.66%) HL7
System Software
1 81 (26.64%) Docker
2 16 (5.26%) HDFS
3 7 (2.30%) VirtualBox
Systems Management
1 107 (35.20%) Terraform
2 94 (30.92%) Kubernetes
3 39 (12.83%) Ansible
4 23 (7.57%) Opscode Chef
5 7 (2.30%) Docker Swarm
6 3 (0.99%) Istio
6 3 (0.99%) Knative
6 3 (0.99%) Oozie
6 3 (0.99%) Puppet
7 1 (0.33%) Grafana
7 1 (0.33%) Prometheus
Vendors
1 75 (24.67%) Databricks
2 67 (22.04%) Microsoft
3 48 (15.79%) Google
4 28 (9.21%) Cloudera
5 25 (8.22%) Hortonworks
6 23 (7.57%) Informatica
7 18 (5.92%) Talend
8 15 (4.93%) ServiceNow
9 12 (3.95%) Cognizant
9 12 (3.95%) Oracle
10 11 (3.62%) Atlassian
11 8 (2.63%) IBM
12 7 (2.30%) Facebook
13 6 (1.97%) Snapchat
14 5 (1.64%) MapR
15 4 (1.32%) MicroStrategy
15 4 (1.32%) SnapLogic
16 3 (0.99%) Intel
16 3 (0.99%) NVIDIA
16 3 (0.99%) Splunk