Amazon EMR Contract Job Trends in England

Amazon Elastic MapReduce (Amazon EMR)
UK > England

The table below provides summary statistics and contractor rates for jobs advertised in England requiring Amazon EMR skills. It covers contract job vacancies from the 6 months leading up to 16 July 2026, with comparisons to the same periods in the previous two years.

6 months to
16 Jul 2026
Same period 2025 Same period 2024
Rank 547 487 479
Rank change year-on-year -60 -8 +111
Contract jobs citing Amazon EMR 72 23 62
As % of all contract jobs in England 0.16% 0.085% 0.17%
As % of the Cloud Services category 0.46% 0.23% 0.51%
Number of daily rates quoted 57 12 44
10th Percentile £314 £402 £412
25th Percentile £407 £438 £450
Median daily rate (50th Percentile) £450 £467 £550
Median % change year-on-year -3.64% -15.09% -
75th Percentile £538 £528 £657
90th Percentile £609 £616 £749
UK median daily rate £445 £475 £525
% change year-on-year -6.32% -9.52% -4.55%
Number of hourly rates quoted 1 0 0
10th Percentile - - -
25th Percentile £61.00 - -
Median hourly rate £67.00 - -
75th Percentile £73.00 - -
90th Percentile - - -
UK median hourly rate £67.00 - -

All Cloud Computing Skills
England

Amazon EMR falls under the Cloud Services category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring cloud computing skills in England.

Contract vacancies with a requirement for cloud computing skills 15,640 10,152 12,047
As % of all contract IT jobs advertised in England 34.94% 37.35% 32.95%
Number of daily rates quoted 10,495 6,858 8,574
10th Percentile £325 £311 £312
25th Percentile £420 £409 £419
Median daily rate (50th Percentile) £520 £513 £525
Median % change year-on-year +1.46% -2.38% -4.55%
75th Percentile £623 £625 £638
90th Percentile £716 £738 £750
UK median daily rate £518 £501 £525
% change year-on-year +3.40% -4.67% -4.11%
Number of hourly rates quoted 559 270 321
10th Percentile £16.70 £14.99 £14.16
25th Percentile £22.50 £18.13 £16.06
Median hourly rate £39.50 £25.15 £22.00
Median % change year-on-year +57.06% +14.32% -33.33%
75th Percentile £70.00 £41.09 £43.75
90th Percentile £85.00 £67.00 £70.00
UK median hourly rate £37.12 £27.50 £22.15
% change year-on-year +34.98% +24.15% -36.71%

Amazon EMR
Job Vacancy Trend in England

Historical trend showing the proportion of contract IT job postings citing Amazon EMR relative to all contract IT jobs advertised in England.

Amazon EMR job vacancy trend in England

Amazon EMR
Daily Rate Trend in England

Contractor daily rate distribution trend for jobs in England citing Amazon EMR.

Contractor daily rate distribution trend for jobs in England citing Amazon EMR

Amazon EMR
Daily Rate Histogram in England

Daily rate distribution for jobs citing Amazon EMR in England over the 6 months to 16 July 2026.

Daily rate histogram for Amazon EMR in England

Amazon EMR
Hourly Rate Trend in England

Contractor hourly rate distribution trend for jobs in England citing Amazon EMR.

Contractor hourly rate distribution trend for jobs in England citing Amazon EMR

Amazon EMR
Contract Job Locations in England

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 England region over the 6 months to 16 July 2026. 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
London -36 45 £448 -14.67% 2
North of England -69 14 £425 -10.53% 4
North East - 11 £413 - 3
Midlands -59 5 £469 +3.13% 1
West Midlands - 5 £469 - 1
North West -49 3 £525 +10.53% 1
South East -61 2 £465 +15.55% 1
South West - 2 £452 -
East of England -22 1 - -
Amazon EMR
UK

Amazon EMR
Co-Occurring Skills & Capabilities in England by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 21 (29.17%) Apache Spark
2 20 (27.78%) Apache Airflow
3 18 (25.00%) Apache
4 14 (19.44%) Confluence
5 12 (16.67%) SAS
6 9 (12.50%) Jupyter
Applications
1 1 (1.39%) Chatbot
Cloud Services
1 69 (95.83%) AWS
2 63 (87.50%) Amazon S3
3 49 (68.06%) AWS Lambda
4 45 (62.50%) Serverless
5 23 (31.94%) Amazon CloudWatch
6 17 (23.61%) Power Platform
7 14 (19.44%) Azure
8 13 (18.06%) Amazon Kinesis
8 13 (18.06%) dbt
9 12 (16.67%) Amazon EC2
10 9 (12.50%) Amazon ECS
10 9 (12.50%) AWS Step Functions
11 8 (11.11%) AWS CloudFormation
12 6 (8.33%) Amazon Bedrock
12 6 (8.33%) Amazon ECR
13 5 (6.94%) Amazon SQS
13 5 (6.94%) Azure AI
13 5 (6.94%) Textract
14 4 (5.56%) Snowflake
15 3 (4.17%) Amazon OpenSearch
Communications & Networking
1 1 (1.39%) 4G
1 1 (1.39%) 5G
1 1 (1.39%) SMS
Database & Business Intelligence
1 37 (51.39%) Amazon Athena
2 30 (41.67%) Amazon Redshift
3 23 (31.94%) Data Warehouse
4 17 (23.61%) Power BI
5 14 (19.44%) Big Data
6 13 (18.06%) Data Lake
7 12 (16.67%) Amazon RDS
8 11 (15.28%) DynamoDB
9 9 (12.50%) Metadata
9 9 (12.50%) PostgreSQL
10 7 (9.72%) Apache Iceberg
11 6 (8.33%) Amazon Aurora
11 6 (8.33%) Base SAS
11 6 (8.33%) MongoDB
11 6 (8.33%) NoSQL
12 5 (6.94%) Apache Hudi
12 5 (6.94%) BusinessObjects
12 5 (6.94%) Pentaho
12 5 (6.94%) Presto
12 5 (6.94%) SAS Data Integration Studio
Development Applications
1 29 (40.28%) GitLab
2 21 (29.17%) Git
3 14 (19.44%) JIRA
4 6 (8.33%) Jenkins
5 2 (2.78%) MLflow
6 1 (1.39%) Snyk
General
1 17 (23.61%) Analytical Skills
2 16 (22.22%) Public Sector
3 15 (20.83%) Social Skills
4 9 (12.50%) Finance
5 7 (9.72%) Banking
6 3 (4.17%) Documentation Skills
7 2 (2.78%) Local Government
7 2 (2.78%) Publishing
8 1 (1.39%) Billing
8 1 (1.39%) Inclusion and Diversity
8 1 (1.39%) Marketing
8 1 (1.39%) Telecoms
Job Titles
1 38 (52.78%) Data Engineer
2 18 (25.00%) AWS Engineer
3 13 (18.06%) AWS Data Engineer
3 13 (18.06%) Senior
4 12 (16.67%) Senior Data Engineer
5 11 (15.28%) Architect
6 9 (12.50%) Lead
7 6 (8.33%) Data Architect
7 6 (8.33%) Developer
7 6 (8.33%) Informatica Engineer
7 6 (8.33%) Scala Engineer
8 4 (5.56%) Test Engineer
9 3 (4.17%) AWS Architect
9 3 (4.17%) Platform Architect
10 2 (2.78%) DevSecOps Engineer
10 2 (2.78%) Gen AI Engineer
10 2 (2.78%) Lead Data Engineer
10 2 (2.78%) Python Developer
10 2 (2.78%) Snowflake Architect
10 2 (2.78%) Solutions Architect
Libraries, Frameworks & Software Standards
1 34 (47.22%) PySpark
2 6 (8.33%) CSS
2 6 (8.33%) HTML
2 6 (8.33%) Play Framework
3 4 (5.56%) Kafka
4 3 (4.17%) Apache NiFi
4 3 (4.17%) RESTful
5 1 (1.39%) FHIR
5 1 (1.39%) REST
5 1 (1.39%) Spring
5 1 (1.39%) Spring Boot
5 1 (1.39%) YAML
Miscellaneous
1 27 (37.50%) Cloud Native
2 9 (12.50%) Product Ownership
3 6 (8.33%) Distributed Computing
4 5 (6.94%) Distributed Systems
5 4 (5.56%) Data Structures
6 2 (2.78%) Onboarding
7 1 (1.39%) Cloud Security Posture
7 1 (1.39%) Clustering
7 1 (1.39%) Freedom of Information Act
7 1 (1.39%) Legacy Code
7 1 (1.39%) Legacy Systems
7 1 (1.39%) Marketing Technology
7 1 (1.39%) PACS
7 1 (1.39%) Security Posture
Operating Systems
1 9 (12.50%) Linux
2 5 (6.94%) Unix
3 1 (1.39%) Red Hat Enterprise Linux
Processes & Methodologies
1 57 (79.17%) CI/CD
2 39 (54.17%) Data Engineering
2 39 (54.17%) Infrastructure as Code
3 38 (52.78%) Agile
4 37 (51.39%) Data Modelling
5 35 (48.61%) ETL
6 34 (47.22%) Data Pipeline
7 29 (40.28%) DevOps
8 26 (36.11%) Analytics
9 18 (25.00%) Business Intelligence
9 18 (25.00%) Test Automation
10 16 (22.22%) AI
10 16 (22.22%) Event-Driven
11 15 (20.83%) Machine Learning
11 15 (20.83%) Migration
11 15 (20.83%) Performance Tuning
12 13 (18.06%) Data Governance
13 12 (16.67%) Containerisation
13 12 (16.67%) Scrum
14 11 (15.28%) Validation
Programming Languages
1 62 (86.11%) Python
2 50 (69.44%) SQL
3 16 (22.22%) Java
4 7 (9.72%) Bash
5 6 (8.33%) JavaScript
5 6 (8.33%) SAS Macro
5 6 (8.33%) Scala
6 3 (4.17%) Bicep
6 3 (4.17%) Groovy
6 3 (4.17%) PL/SQL
7 1 (1.39%) PowerShell
Qualifications
1 38 (52.78%) Security Cleared
2 32 (44.44%) SC Cleared
3 10 (13.89%) AWS Certification
4 7 (9.72%) AWS Certified Cloud Practitioner
4 7 (9.72%) BPSS Clearance
5 3 (4.17%) DV Cleared
6 2 (2.78%) DBS Check
6 2 (2.78%) Degree
7 1 (1.39%) AWS Certified Solutions Architect
7 1 (1.39%) Azure Certification
Quality Assurance & Compliance
1 18 (25.00%) Data Quality
2 2 (2.78%) QA
3 1 (1.39%) DICOM
3 1 (1.39%) HL7
3 1 (1.39%) NIST
System Software
1 17 (23.61%) Docker
Systems Management
1 47 (65.28%) Terraform
2 11 (15.28%) Grafana
3 6 (8.33%) Kibana
4 1 (1.39%) Ansible
Vendors
1 18 (25.00%) Informatica
2 9 (12.50%) Databricks
3 5 (6.94%) Denodo
3 5 (6.94%) Dynatrace
3 5 (6.94%) Oracle
3 5 (6.94%) Splunk
4 2 (2.78%) OpenAI
5 1 (1.39%) Microsoft
5 1 (1.39%) MuleSoft
5 1 (1.39%) Qualys
5 1 (1.39%) ServiceNow
5 1 (1.39%) StreamSets
5 1 (1.39%) Tenable
5 1 (1.39%) Teradata