Period
to 21 September 2021

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 21 September 2021 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK > England
6 months to
21 Sep 2021
Same period 2020 Same period 2019
Rank 540 556 834
Rank change year-on-year +16 +278 +96
Permanent jobs citing Amazon Kinesis 539 118 230
As % of all permanent jobs advertised in England 0.50% 0.26% 0.18%
As % of the Cloud Services category 1.15% 0.66% 0.56%
Number of salaries quoted 176 103 179
10th Percentile £49,375 £48,750 £55,000
25th Percentile £60,000 £55,625 £59,375
Median annual salary (50th Percentile) £75,000 £66,500 £80,000
Median % change year-on-year +12.78% -16.88% +14.29%
75th Percentile £95,000 £85,000 £88,750
90th Percentile £110,625 £100,000 £95,000
UK median annual salary £72,500 £67,000 £80,000
% change year-on-year +8.21% -16.25% +14.29%

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 46,967 17,972 40,927
As % of all permanent IT jobs advertised in England 43.73% 39.45% 31.56%
Number of salaries quoted 33,039 15,238 33,868
10th Percentile £32,500 £33,750 £30,000
25th Percentile £42,500 £43,750 £40,000
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% -
75th Percentile £80,000 £76,250 £75,000
90th Percentile £95,000 £95,000 £90,000
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 21 September 2021.

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 21 September 2021. 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 -46 263 £85,000 +24.54% 23
South East +18 207 £66,250 -19.21% 2
North of England -86 47 £60,000 -6.98% 12
Yorkshire -74 28 £55,000 -15.38% 4
North West -70 17 £62,500 - 3
South West - 9 £53,500 - 4
Midlands -123 6 £65,000 +8.33% 1
East of England -92 5 £95,000 +68.89% 1
West Midlands -100 4 £70,000 +16.67% 1
East Midlands -70 2 £53,750 -10.42%
North East - 2 £50,000 - 5
Amazon Kinesis
UK

For the 6 months to 21 September 2021, 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.

1 522 (96.85%) AWS
2 354 (65.68%) Kafka
3 339 (62.89%) Agile Software Development
4 336 (62.34%) Python
5 308 (57.14%) Java
6 302 (56.03%) Software Engineering
7 300 (55.66%) DevOps
7 300 (55.66%) Apache Spark
8 298 (55.29%) Microservices
9 276 (51.21%) Finance
10 269 (49.91%) Jenkins
11 250 (46.38%) Amazon DynamoDB
12 238 (44.16%) Degree
13 228 (42.30%) RabbitMQ
13 228 (42.30%) GCP
14 221 (41.00%) Node.js
14 221 (41.00%) Computer Science
14 221 (41.00%) Spring
15 220 (40.82%) Relational Database
16 217 (40.26%) Linux
17 211 (39.15%) Banking
17 211 (39.15%) Ansible
18 210 (38.96%) NoSQL
19 203 (37.66%) React
20 202 (37.48%) Azure
21 199 (36.92%) Full Stack Development
22 194 (35.99%) Unix
23 193 (35.81%) Big Data
24 192 (35.62%) PostgreSQL
25 185 (34.32%) OO

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
1 300 (55.66%) Apache Spark
2 153 (28.39%) Apache
3 130 (24.12%) GemFire
4 64 (11.87%) Elasticsearch
5 52 (9.65%) Apache Airflow
6 44 (8.16%) Cloud Foundry
7 21 (3.90%) Luigi
8 15 (2.78%) Jupyter
9 12 (2.23%) Apache Pig
9 12 (2.23%) Apache Pulsar
10 7 (1.30%) Confluence
11 5 (0.93%) Tomcat
12 3 (0.56%) SAS
Cloud Services
1 522 (96.85%) AWS
2 228 (42.30%) GCP
3 202 (37.48%) Azure
4 177 (32.84%) Serverless
5 167 (30.98%) AWS Lambda
6 164 (30.43%) GitHub
7 118 (21.89%) Amazon S3
8 90 (16.70%) Amazon EC2
8 90 (16.70%) AWS CloudFormation
9 52 (9.65%) OpenShift
10 50 (9.28%) Amazon EMR
11 48 (8.91%) Amazon SQS
12 47 (8.72%) Amazon ECS
13 45 (8.35%) Amazon CloudWatch
14 27 (5.01%) Snowflake
15 23 (4.27%) SaaS
15 23 (4.27%) Virtual Private Cloud
16 19 (3.53%) Amazon Cognito
17 17 (3.15%) dbt
17 17 (3.15%) PaaS
Communications & Networking
1 16 (2.97%) WebEx
2 9 (1.67%) DNS
2 9 (1.67%) HTTP
3 5 (0.93%) Cisco IPT
4 1 (0.19%) Network Security
Database & Business Intelligence
1 250 (46.38%) Amazon DynamoDB
2 220 (40.82%) Relational Database
3 210 (38.96%) NoSQL
4 193 (35.81%) Big Data
5 192 (35.62%) PostgreSQL
6 180 (33.40%) HBase
7 175 (32.47%) MariaDB
8 139 (25.79%) Redis
9 121 (22.45%) Hadoop
10 75 (13.91%) Amazon Redshift
11 73 (13.54%) Amazon Athena
12 49 (9.09%) Data Warehouse
13 46 (8.53%) Data Lake
14 40 (7.42%) Amazon RDS
15 37 (6.86%) MySQL
16 32 (5.94%) BigQuery
17 27 (5.01%) MongoDB
18 22 (4.08%) RDBMS
19 21 (3.90%) Looker
20 16 (2.97%) Presto
Development Applications
1 269 (49.91%) Jenkins
2 184 (34.14%) Git (software)
3 146 (27.09%) Artifactory
4 143 (26.53%) Sonatype Nexus
5 138 (25.60%) Cucumber
6 135 (25.05%) Storybook
7 132 (24.49%) JUnit
8 130 (24.12%) Cypress.io
8 130 (24.12%) Gradle
8 130 (24.12%) Protractor
9 125 (23.19%) Mockito
10 124 (23.01%) Eclipse
10 124 (23.01%) IntelliJ
11 62 (11.50%) SonarQube
12 34 (6.31%) TeamCity
13 28 (5.19%) GitLab
14 25 (4.64%) Bitbucket
14 25 (4.64%) IBM UrbanCode
14 25 (4.64%) Octopus Deploy
14 25 (4.64%) Travis CI
General
1 276 (51.21%) Finance
2 211 (39.15%) Banking
3 182 (33.77%) Inclusion and Diversity
3 182 (33.77%) Law
4 58 (10.76%) Social Skills
5 52 (9.65%) Presentation Skills
6 34 (6.31%) Analytical Skills
7 24 (4.45%) Games
8 23 (4.27%) Retail
9 8 (1.48%) Investment Banking
9 8 (1.48%) Marketing
10 6 (1.11%) Public Sector
10 6 (1.11%) Wearables
11 4 (0.74%) Advertising
11 4 (0.74%) Financial Institution
11 4 (0.74%) Influencing Skills
11 4 (0.74%) Retail Banking
12 2 (0.37%) Manufacturing
13 1 (0.19%) Electronics
13 1 (0.19%) Telecoms
Job Titles
1 218 (40.45%) Software Engineer
2 111 (20.59%) Principal Engineer
2 111 (20.59%) Principal Software Engineer
3 100 (18.55%) Developer
4 85 (15.77%) Data Engineer
5 58 (10.76%) AWS Engineer
5 58 (10.76%) Senior Software Engineer
6 45 (8.35%) DevOps Engineer
7 36 (6.68%) Lead Software Engineer
8 31 (5.75%) Senior Developer
9 29 (5.38%) AWS DevOps
9 29 (5.38%) Lead Developer
10 27 (5.01%) Architect
10 27 (5.01%) AWS Developer
10 27 (5.01%) AWS DevOps Engineer
11 26 (4.82%) Java Engineer
12 24 (4.45%) Senior Data Engineer
13 23 (4.27%) Full Stack Developer
14 20 (3.71%) Lead Software Developer
14 20 (3.71%) Software Developer
Libraries, Frameworks & Software Standards
1 354 (65.68%) Kafka
2 228 (42.30%) RabbitMQ
3 221 (41.00%) Node.js
3 221 (41.00%) Spring
4 203 (37.66%) React
5 172 (31.91%) AngularJS
6 169 (31.35%) RESTful
7 143 (26.53%) Express
7 143 (26.53%) JSON
8 138 (25.60%) CSS
9 136 (25.23%) Play Framework
9 136 (25.23%) Redux
9 136 (25.23%) Twitter Bootstrap
10 135 (25.05%) REST
11 131 (24.30%) Spark Streaming
12 130 (24.12%) Tailwind CSS
13 125 (23.19%) WireMock
14 124 (23.01%) Web Services
15 82 (15.21%) Spring Boot
16 81 (15.03%) LAPP Stack
Miscellaneous
1 124 (23.01%) Linux Command Line
2 100 (18.55%) User Experience
3 26 (4.82%) Self-Motivation
4 22 (4.08%) Algorithms
5 21 (3.90%) Greenfield Project
6 17 (3.15%) Blog
7 15 (2.78%) Data Structures
8 14 (2.60%) Enterprise Software
8 14 (2.60%) Mobile App
9 13 (2.41%) PlayStation
10 11 (2.04%) Cloud Native
11 9 (1.67%) Legacy Systems
12 8 (1.48%) Clustering
13 5 (0.93%) NHS
14 4 (0.74%) Digital Currency
15 3 (0.56%) Renewable Energy
16 1 (0.19%) Equities
16 1 (0.19%) Legacy Applications
Operating Systems
1 217 (40.26%) Linux
2 194 (35.99%) Unix
3 44 (8.16%) Windows
4 25 (4.64%) Mesosphere
5 17 (3.15%) Windows Server
6 2 (0.37%) Mac OS
Processes & Methodologies
1 339 (62.89%) Agile Software Development
2 302 (56.03%) Software Engineering
3 300 (55.66%) DevOps
4 298 (55.29%) Microservices
5 221 (41.00%) Computer Science
6 199 (36.92%) Full Stack Development
7 185 (34.32%) OO
8 184 (34.14%) Digital Banking
9 157 (29.13%) Business Continuity
10 154 (28.57%) Validation
11 153 (28.39%) High Availability
12 149 (27.64%) Software Testing
13 148 (27.46%) Clean Code
14 143 (26.53%) Performance Monitoring
15 139 (25.79%) Multithreaded Programming
15 139 (25.79%) Multithreading
15 139 (25.79%) Open Source
16 132 (24.49%) TDD
17 130 (24.12%) Cross-Browser Testing
18 114 (21.15%) Analytics
Programming Languages
1 336 (62.34%) Python
2 308 (57.14%) Java
3 136 (25.23%) Shell Script
4 124 (23.01%) Groovy
5 116 (21.52%) SQL
6 77 (14.29%) JavaScript
7 61 (11.32%) Scala
8 50 (9.28%) Go
9 44 (8.16%) C#
10 17 (3.15%) PowerShell
11 12 (2.23%) Bash Shell
11 12 (2.23%) Rust
11 12 (2.23%) TypeScript
12 11 (2.04%) R
13 9 (1.67%) Java 8
13 9 (1.67%) VB.NET
14 7 (1.30%) C
15 6 (1.11%) ES6
15 6 (1.11%) ES7
16 4 (0.74%) Kotlin
Qualifications
1 238 (44.16%) Degree
2 126 (23.38%) OCP
2 126 (23.38%) Oracle Certification
3 41 (7.61%) Computer Science Degree
4 18 (3.34%) AWS Certification
5 5 (0.93%) (ISC)2 CCSP
5 5 (0.93%) Cisco Certification
5 5 (0.93%) CISSP
6 3 (0.56%) CCSP
7 2 (0.37%) MBA
8 1 (0.19%) SAS Certification
8 1 (0.19%) SC Cleared
8 1 (0.19%) Security Cleared
Quality Assurance & Compliance
1 14 (2.60%) Data Quality
2 11 (2.04%) QA
3 2 (0.37%) Accessibility
4 1 (0.19%) SLA
System Software
1 150 (27.83%) Docker
2 124 (23.01%) HDFS
3 95 (17.63%) VMware Infrastructure
Systems Management
1 211 (39.15%) Ansible
2 178 (33.02%) Terraform
3 105 (19.48%) Kubernetes
4 51 (9.46%) Opscode Chef
5 33 (6.12%) Prometheus
6 32 (5.94%) Kibana
7 31 (5.75%) Puppet
8 25 (4.64%) Automic
8 25 (4.64%) Consul
9 23 (4.27%) logstash
10 13 (2.41%) Istio
11 2 (0.37%) Grafana
11 2 (0.37%) Oozie
12 1 (0.19%) Mesos
Vendors
1 130 (24.12%) VMware
2 129 (23.93%) Okta
3 48 (8.91%) Google
4 37 (6.86%) Splunk
5 22 (4.08%) Microsoft
6 15 (2.78%) Databricks
7 13 (2.41%) LexisNexis
7 13 (2.41%) Oracle
8 12 (2.23%) Samsung
9 11 (2.04%) Cloudera
10 9 (1.67%) Hortonworks
11 8 (1.48%) Atlassian
11 8 (1.48%) Talend
12 7 (1.30%) Informatica
13 5 (0.93%) Remedy
13 5 (0.93%) ServiceNow
14 4 (0.74%) IBM
14 4 (0.74%) Pega
14 4 (0.74%) Salesforce.com
14 4 (0.74%) Teradata