Period
to 18 January 2022

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Amazon Kinesis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon Kinesis over the 6 months to 18 January 2022 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK > England
6 months to
18 Jan 2022
Same period 2021 Same period 2020
Rank 613 557 778
Rank change year-on-year -56 +221 +160
Permanent jobs citing Amazon Kinesis 420 197 241
As % of all permanent jobs advertised in England 0.38% 0.35% 0.21%
As % of the Cloud Services category 0.87% 0.85% 0.61%
Number of salaries quoted 154 171 193
10th Percentile £52,500 £53,750 £52,750
25th Percentile £60,000 £62,500 £62,500
Median annual salary (50th Percentile) £72,500 £70,000 £80,000
Median % change year-on-year +3.57% -12.50% -
75th Percentile £90,000 £85,000 £87,500
90th Percentile £104,625 £93,750 £95,000
UK median annual salary £70,000 £70,000 £75,000
% change year-on-year - -6.67% -6.25%

Amazon Kinesis 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 England with a requirement for cloud computing skills.

All Cloud Skills
England
Permanent vacancies with a requirement for cloud computing skills 48,503 23,215 39,450
As % of all permanent IT jobs advertised in England 43.94% 41.47% 34.00%
Number of salaries quoted 34,122 20,021 32,643
10th Percentile £32,500 £32,500 £30,000
25th Percentile £43,750 £42,500 £40,000
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 £97,750 £90,000 £92,500
UK median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

Amazon Kinesis
Job Vacancy Trend in England

Job postings citing Amazon Kinesis as a proportion of all IT jobs advertised in England.

Job vacancy trend for Amazon Kinesis in England

Amazon Kinesis
Salary Trend in England

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

Salary trend for Amazon Kinesis in England

Amazon Kinesis
Salary Histogram in England

Salary distribution for jobs citing Amazon Kinesis in England over the 6 months to 18 January 2022.

Salary histogram for Amazon Kinesis in England

Amazon Kinesis
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Kinesis within the England region over the 6 months to 18 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
Job
Vacancies
London -153 247 £82,500 +10.00% 34
South East - 111 £65,000 - 4
North of England -100 42 £62,500 +11.11% 4
Yorkshire -53 26 £67,500 +22.73% 1
North West -88 14 £60,050 -3.92% 1
South West - 10 £60,050 -
East of England -86 8 £87,500 +55.56%
Midlands -100 5 £50,000 -13.04% 6
East Midlands -60 4 £50,000 -16.67% 2
North East -24 2 £45,000 -10.00% 2
West Midlands -65 1 £75,000 +36.36% 4
Amazon Kinesis
UK

For the 6 months to 18 January 2022, IT jobs citing Amazon Kinesis 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 England region with a requirement for Amazon Kinesis.

1 412 (98.10%) AWS
2 274 (65.24%) Python
3 258 (61.43%) Agile Software Development
4 221 (52.62%) Kafka
5 217 (51.67%) Java
6 216 (51.43%) DevOps
7 203 (48.33%) Software Engineering
8 199 (47.38%) GCP
9 193 (45.95%) Serverless
10 191 (45.48%) Amazon DynamoDB
11 186 (44.29%) AWS Lambda
12 180 (42.86%) Apache Spark
13 170 (40.48%) Amazon S3
14 169 (40.24%) Jenkins
15 168 (40.00%) Azure
16 166 (39.52%) NoSQL
17 165 (39.29%) Finance
18 152 (36.19%) Microservices
19 148 (35.24%) Degree
20 147 (35.00%) Docker
21 143 (34.05%) Terraform
22 142 (33.81%) Big Data
23 139 (33.10%) Node.js
24 128 (30.48%) Full Stack Development
25 124 (29.52%) Analytics
26 121 (28.81%) React
26 121 (28.81%) Computer Science
27 118 (28.10%) Git (software)
28 113 (26.90%) Linux
29 112 (26.67%) RabbitMQ

Amazon Kinesis
Co-occurring IT Skills in England 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
1 180 (42.86%) Apache Spark
2 65 (15.48%) Elasticsearch
3 60 (14.29%) Apache
4 45 (10.71%) GemFire
5 35 (8.33%) Apache Airflow
6 19 (4.52%) Luigi
7 15 (3.57%) Jupyter
8 14 (3.33%) Cloud Foundry
9 12 (2.86%) Tomcat
10 8 (1.90%) Confluence
11 5 (1.19%) Apache Pig
12 4 (0.95%) Apache Pulsar
Applications
1 2 (0.48%) Microsoft PowerPoint
2 1 (0.24%) Microsoft Project
Business Applications
1 1 (0.24%) Maximo
1 1 (0.24%) Primavera
Cloud Services
1 412 (98.10%) AWS
2 199 (47.38%) GCP
3 193 (45.95%) Serverless
4 186 (44.29%) AWS Lambda
5 170 (40.48%) Amazon S3
6 168 (40.00%) Azure
7 100 (23.81%) AWS CloudFormation
8 97 (23.10%) GitHub
9 85 (20.24%) Amazon EC2
10 69 (16.43%) Amazon SQS
11 68 (16.19%) Amazon EMR
12 61 (14.52%) Amazon CloudWatch
13 46 (10.95%) Snowflake
14 33 (7.86%) Amazon ECS
15 30 (7.14%) Virtual Private Cloud
16 22 (5.24%) AWS CloudTrail
17 20 (4.76%) AWS Step Functions
18 19 (4.52%) Azure Functions
19 18 (4.29%) Amazon EKS
20 17 (4.05%) Azure Data Factory
Communications & Networking
1 22 (5.24%) HTTP
2 14 (3.33%) Cisco IPT
3 13 (3.10%) WebEx
4 7 (1.67%) IPv6
4 7 (1.67%) RTSP
4 7 (1.67%) SSH
4 7 (1.67%) UPnP
5 6 (1.43%) Firewall
5 6 (1.43%) Intranet
5 6 (1.43%) Network Security
6 5 (1.19%) Internet
7 4 (0.95%) HTTPS
8 1 (0.24%) RFID
8 1 (0.24%) tcpdump
8 1 (0.24%) Wireshark
Database & Business Intelligence
1 191 (45.48%) Amazon DynamoDB
2 166 (39.52%) NoSQL
3 142 (33.81%) Big Data
4 100 (23.81%) Relational Database
5 86 (20.48%) Amazon Redshift
6 85 (20.24%) Amazon Athena
7 84 (20.00%) Hadoop
7 84 (20.00%) PostgreSQL
8 70 (16.67%) HBase
9 65 (15.48%) Amazon RDS
9 65 (15.48%) Data Lake
10 60 (14.29%) Redis
11 58 (13.81%) MariaDB
12 56 (13.33%) Data Warehouse
13 47 (11.19%) MySQL
14 40 (9.52%) BigQuery
15 31 (7.38%) Electronic Patient Records
16 28 (6.67%) MongoDB
17 24 (5.71%) Amazon Aurora
17 24 (5.71%) SQL Server
Development Applications
1 169 (40.24%) Jenkins
2 118 (28.10%) Git (software)
3 70 (16.67%) Artifactory
4 65 (15.48%) Sonatype Nexus
5 57 (13.57%) Cucumber
6 50 (11.90%) Storybook
7 49 (11.67%) JUnit
8 47 (11.19%) Gradle
8 47 (11.19%) IntelliJ
9 45 (10.71%) Eclipse
9 45 (10.71%) Mockito
10 43 (10.24%) Cypress.io
10 43 (10.24%) Protractor
11 37 (8.81%) Bitbucket
12 30 (7.14%) JIRA
13 29 (6.90%) SonarQube
14 27 (6.43%) Octopus Deploy
15 25 (5.95%) TeamCity
16 20 (4.76%) Team Foundation Server
16 20 (4.76%) Travis CI
General
1 165 (39.29%) Finance
2 108 (25.71%) Banking
3 102 (24.29%) Inclusion and Diversity
4 80 (19.05%) Law
5 60 (14.29%) Social Skills
6 42 (10.00%) Retail
7 24 (5.71%) Analytical Skills
7 24 (5.71%) Presentation Skills
8 22 (5.24%) Marketing
9 20 (4.76%) Games
10 10 (2.38%) Financial Institution
11 9 (2.14%) Investment Banking
12 7 (1.67%) Back Office
12 7 (1.67%) Wearables
13 5 (1.19%) Social Housing
14 4 (0.95%) Publishing
15 2 (0.48%) Czech Language
16 1 (0.24%) Advertising
16 1 (0.24%) Front Office
Job Titles
1 155 (36.90%) Software Engineer
2 91 (21.67%) Developer
3 71 (16.90%) Data Engineer
4 51 (12.14%) Senior Software Engineer
5 43 (10.24%) Principal Engineer
5 43 (10.24%) Principal Software Engineer
6 37 (8.81%) AWS Engineer
7 35 (8.33%) Senior Developer
8 31 (7.38%) Cloud Engineer
9 30 (7.14%) Full Stack Developer
9 30 (7.14%) Lead Software Engineer
10 26 (6.19%) AWS Developer
11 20 (4.76%) Architect
12 19 (4.52%) Lead Developer
13 17 (4.05%) Cloud Developer
14 15 (3.57%) Data Scientist
15 14 (3.33%) DevOps Engineer
15 14 (3.33%) DevSecOps Engineer
15 14 (3.33%) Security Engineer
16 12 (2.86%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 221 (52.62%) Kafka
2 139 (33.10%) Node.js
3 121 (28.81%) React
4 112 (26.67%) RabbitMQ
5 88 (20.95%) AngularJS
6 85 (20.24%) CSS
7 80 (19.05%) RESTful
7 80 (19.05%) Spring
8 79 (18.81%) REST
9 68 (16.19%) JSON
10 56 (13.33%) Express
11 54 (12.86%) Spark Streaming
12 52 (12.38%) Redux
13 50 (11.90%) Twitter Bootstrap
14 46 (10.95%) Elastic Stack
14 46 (10.95%) Web Services
15 45 (10.71%) AssertJ
15 45 (10.71%) Play Framework
15 45 (10.71%) WireMock
16 43 (10.24%) Tailwind CSS
Miscellaneous
1 63 (15.00%) User Experience
2 45 (10.71%) Linux Command Line
3 34 (8.10%) Algorithms
4 25 (5.95%) Cloud Native
5 19 (4.52%) Self-Motivation
6 12 (2.86%) Mobile App
7 11 (2.62%) Data Structures
7 11 (2.62%) PlayStation
8 10 (2.38%) Digital Currency
8 10 (2.38%) Enterprise Software
9 9 (2.14%) Greenfield Project
10 7 (1.67%) Video\Live Streaming
11 5 (1.19%) Blog
11 5 (1.19%) Social Media
12 4 (0.95%) Management Information System
13 3 (0.71%) Virtual Team
14 2 (0.48%) Clustering
14 2 (0.48%) Legacy Systems
14 2 (0.48%) Renewable Energy
14 2 (0.48%) Wiki
Operating Systems
1 113 (26.90%) Linux
2 80 (19.05%) Unix
3 31 (7.38%) Windows
4 20 (4.76%) Mesosphere
5 9 (2.14%) Windows Server
6 1 (0.24%) Android
6 1 (0.24%) Apple iOS
Processes & Methodologies
1 258 (61.43%) Agile Software Development
2 216 (51.43%) DevOps
3 203 (48.33%) Software Engineering
4 152 (36.19%) Microservices
5 128 (30.48%) Full Stack Development
6 124 (29.52%) Analytics
7 121 (28.81%) Computer Science
8 111 (26.43%) OO
9 99 (23.57%) TDD
10 96 (22.86%) Data Science
11 89 (21.19%) Scrum
12 87 (20.71%) Test Automation
13 83 (19.76%) Clean Code
13 83 (19.76%) Digital Banking
14 82 (19.52%) Continuous Integration
15 80 (19.05%) Event-Driven
16 79 (18.81%) Machine Learning
17 78 (18.57%) Software Testing
18 76 (18.10%) BDD
18 76 (18.10%) Business Continuity
Programming Languages
1 274 (65.24%) Python
2 217 (51.67%) Java
3 105 (25.00%) SQL
4 87 (20.71%) JavaScript
5 75 (17.86%) Scala
6 61 (14.52%) C#
7 60 (14.29%) Go
8 51 (12.14%) Groovy
8 51 (12.14%) Shell Script
9 28 (6.67%) Bash
9 28 (6.67%) TypeScript
10 19 (4.52%) R
11 16 (3.81%) PowerShell
12 13 (3.10%) ES6
13 10 (2.38%) Java 8
14 7 (1.67%) ES7
15 5 (1.19%) Dart
16 4 (0.95%) Kotlin
17 3 (0.71%) PHP
18 2 (0.48%) C++
Qualifications
1 148 (35.24%) Degree
2 49 (11.67%) OCP
2 49 (11.67%) Oracle Certification
3 42 (10.00%) Computer Science Degree
4 28 (6.67%) AWS Certification
5 14 (3.33%) (ISC)2 CCSP
5 14 (3.33%) CCSP
5 14 (3.33%) Cisco Certification
5 14 (3.33%) CISSP
6 6 (1.43%) Master's Degree
6 6 (1.43%) SC Cleared
6 6 (1.43%) Security Cleared
Quality Assurance & Compliance
1 10 (2.38%) Data Quality
2 9 (2.14%) QA
3 7 (1.67%) Accessibility
System Software
1 147 (35.00%) Docker
2 51 (12.14%) HDFS
3 39 (9.29%) VMware Infrastructure
4 6 (1.43%) Virtual Machines
5 4 (0.95%) Apache Flume
Systems Management
1 143 (34.05%) Terraform
2 111 (26.43%) Kubernetes
3 105 (25.00%) Ansible
4 34 (8.10%) Opscode Chef
5 32 (7.62%) Puppet
6 26 (6.19%) Kibana
7 22 (5.24%) Prometheus
8 20 (4.76%) Automic
8 20 (4.76%) Consul
9 19 (4.52%) logstash
10 6 (1.43%) Istio
10 6 (1.43%) Oozie
Vendors
1 50 (11.90%) Google
2 43 (10.24%) Okta
2 43 (10.24%) VMware
3 29 (6.90%) Microsoft
4 28 (6.67%) Databricks
5 27 (6.43%) Splunk
6 18 (4.29%) Cloudera
7 16 (3.81%) LexisNexis
8 15 (3.57%) Oracle
9 14 (3.33%) ServiceNow
10 12 (2.86%) Hortonworks
11 9 (2.14%) Atlassian
12 8 (1.90%) Cognizant
12 8 (1.90%) Talend
13 6 (1.43%) Informatica
13 6 (1.43%) Samsung
14 3 (0.71%) Teradata
15 1 (0.24%) Intel
15 1 (0.24%) MKS
15 1 (0.24%) SAP