Period
to 14 April 2021

The following table provides summary statistics for permanent job vacancies 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 14 April 2021 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK
6 months to
14 Apr 2021
Same period 2020 Same period 2019
Rank 589 756 900
Rank change year-on-year +167 +144 +64
Permanent jobs citing Amazon Kinesis 269 226 224
As % of all permanent jobs advertised in the UK 0.32% 0.20% 0.15%
As % of the Cloud Services category 0.79% 0.57% 0.54%
Number of salaries quoted 205 191 155
10th Percentile £52,500 £48,750 £51,700
25th Percentile £63,750 £56,250 £57,500
Median annual salary (50th Percentile) £75,000 £72,500 £72,500
Median % change year-on-year +3.45% - +7.41%
75th Percentile £85,000 £85,000 £88,750
90th Percentile £97,500 £95,000 £98,750
UK excluding London median annual salary £57,500 £60,000 £65,000
% change year-on-year -4.17% -7.69% +23.81%

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 with a requirement for cloud computing skills.

All Cloud Skills
UK
Permanent vacancies with a requirement for cloud computing skills 34,258 39,434 41,361
As % of all permanent IT jobs advertised in the UK 41.14% 34.86% 27.76%
Number of salaries quoted 28,164 32,483 33,474
10th Percentile £32,500 £31,250 £30,500
25th Percentile £42,500 £40,720 £39,114
Median annual salary (50th Percentile) £57,500 £55,000 £55,000
Median % change year-on-year +4.55% - +4.76%
75th Percentile £76,250 £75,000 £72,500
90th Percentile £92,403 £92,500 £87,500
UK excluding London median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +5.56%

Amazon Kinesis
Job Vacancy Trend

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

Job vacancy trend for Amazon Kinesis in the UK

Amazon Kinesis
Salary Trend

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

Salary trend for Amazon Kinesis in the UK

Amazon Kinesis
Salary Histogram

Salary distribution for jobs citing Amazon Kinesis over the 6 months to 14 April 2021.

Salary histogram for Amazon Kinesis in the UK

Amazon Kinesis
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Kinesis within the UK over the 6 months to 14 April 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
England +189 260 £75,000 - 35
London +153 203 £80,000 - 22
Work from Home -59 72 £80,000 +52.38% 7
UK excluding London +96 50 £57,500 -4.17% 15
North of England +47 28 £57,500 -14.81% 7
North West +47 19 £70,000 +3.70% 5
South East +89 10 £80,000 +30.61% 4
Yorkshire +2 7 £42,500 -24.44% 2
Midlands +31 5 £55,000 - 1
Scotland 0 4 £62,500 -3.85% 1
East Midlands +23 3 £40,000 -27.27%
West Midlands +19 2 £55,000 - 1
North East - 2 £50,000 -
South West - 2 £53,500 - 1
East of England +60 1 £57,500 -36.11%

For the 6 months to 14 April 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 with a requirement for Amazon Kinesis.

1 264 (98.14%) AWS
2 166 (61.71%) Python
3 129 (47.96%) Kafka
4 109 (40.52%) Amazon DynamoDB
5 104 (38.66%) SQL
6 101 (37.55%) Docker
7 94 (34.94%) Java
8 87 (32.34%) Kubernetes
9 85 (31.60%) Serverless
10 83 (30.86%) AWS Lambda
11 77 (28.62%) Agile Software Development
12 71 (26.39%) Apache Spark
13 67 (24.91%) ETL
14 66 (24.54%) Microservices
15 65 (24.16%) Node.js
16 59 (21.93%) Relational Database
16 59 (21.93%) GCP
17 58 (21.56%) React
17 58 (21.56%) Amazon SQS
17 58 (21.56%) PostgreSQL
18 57 (21.19%) Amazon S3
19 54 (20.07%) JavaScript
20 53 (19.70%) Finance
20 53 (19.70%) DevOps
20 53 (19.70%) Jenkins
21 50 (18.59%) Terraform
22 47 (17.47%) Apache Airflow
22 47 (17.47%) MongoDB
23 46 (17.10%) MySQL
23 46 (17.10%) Amazon Redshift

Amazon Kinesis
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 71 (26.39%) Apache Spark
2 47 (17.47%) Apache Airflow
3 24 (8.92%) Apache
3 24 (8.92%) Luigi
4 20 (7.43%) Apache Pig
4 20 (7.43%) Elasticsearch
5 10 (3.72%) Apache Synapse
6 5 (1.86%) GemFire
7 4 (1.49%) Confluence
8 2 (0.74%) Cloud Foundry
8 2 (0.74%) SAS
Applications
1 1 (0.37%) Chatbot
Business Applications
1 2 (0.74%) Sentinel
Cloud Services
1 264 (98.14%) AWS
2 85 (31.60%) Serverless
3 83 (30.86%) AWS Lambda
4 59 (21.93%) GCP
5 58 (21.56%) Amazon SQS
6 57 (21.19%) Amazon S3
7 38 (14.13%) Azure
8 32 (11.90%) AWS CloudFormation
9 27 (10.04%) Amazon EC2
9 27 (10.04%) AWS CodeBuild
10 24 (8.92%) Amazon ECS
11 19 (7.06%) Amazon EKS
12 17 (6.32%) Amazon CloudWatch
13 16 (5.95%) Amazon EMR
14 14 (5.20%) Azure Data Factory
15 11 (4.09%) PaaS
15 11 (4.09%) Power Platform
16 10 (3.72%) AWS Step Functions
17 9 (3.35%) Amazon ElastiCache
18 8 (2.97%) Virtual Private Cloud
Communications & Networking
1 7 (2.60%) AMQP
2 2 (0.74%) DHCP
2 2 (0.74%) DNS
2 2 (0.74%) HTTP
3 1 (0.37%) Firewall
3 1 (0.37%) tcpdump
3 1 (0.37%) VPN
3 1 (0.37%) Wireshark
Database & Business Intelligence
1 109 (40.52%) Amazon DynamoDB
2 59 (21.93%) Relational Database
3 58 (21.56%) PostgreSQL
4 47 (17.47%) MongoDB
5 46 (17.10%) Amazon Redshift
5 46 (17.10%) MySQL
6 43 (15.99%) Big Data
6 43 (15.99%) Hadoop
7 38 (14.13%) Data Warehouse
7 38 (14.13%) NoSQL
8 36 (13.38%) Amazon Athena
9 29 (10.78%) Data Lake
10 27 (10.04%) Amazon RDS
11 26 (9.67%) BigQuery
12 22 (8.18%) Redis
12 22 (8.18%) SQL Server
13 17 (6.32%) Amazon QuickSight
13 17 (6.32%) Looker
14 14 (5.20%) Flink
14 14 (5.20%) Presto
Development Applications
1 53 (19.70%) Jenkins
2 21 (7.81%) Git (software)
3 18 (6.69%) Cucumber
4 13 (4.83%) Selenium
5 9 (3.35%) Spinnaker
6 8 (2.97%) GitLab
7 6 (2.23%) Octopus Deploy
7 6 (2.23%) TeamCity
8 5 (1.86%) Artifactory
8 5 (1.86%) Cypress.io
8 5 (1.86%) JUnit
8 5 (1.86%) Protractor
8 5 (1.86%) Sonatype Nexus
9 4 (1.49%) Android Studio
9 4 (1.49%) Appium
9 4 (1.49%) CircleCI
9 4 (1.49%) Gradle
9 4 (1.49%) JIRA
9 4 (1.49%) Storybook
10 3 (1.12%) SonarQube
General
1 53 (19.70%) Finance
2 18 (6.69%) Retail
3 16 (5.95%) Games
4 11 (4.09%) Banking
5 10 (3.72%) Advertising
5 10 (3.72%) Public Sector
6 8 (2.97%) Law
7 4 (1.49%) Czech Language
8 2 (0.74%) Legal
8 2 (0.74%) Retail Banking
9 1 (0.37%) Front Office
9 1 (0.37%) Manufacturing
Job Titles
1 83 (30.86%) Developer
2 80 (29.74%) Data Engineer
3 31 (11.52%) AWS Engineer
3 31 (11.52%) React Developer
4 25 (9.29%) Architect
5 21 (7.81%) AWS Developer
5 21 (7.81%) Python Developer
6 19 (7.06%) Full Stack Developer
6 19 (7.06%) Python Engineer
6 19 (7.06%) Senior Developer
7 18 (6.69%) Lead Developer
8 16 (5.95%) Java Developer
9 15 (5.58%) AWS Architect
10 13 (4.83%) Senior Data Engineer
10 13 (4.83%) Test Leader
11 12 (4.46%) Software Engineer
12 11 (4.09%) Cloud Engineer
13 10 (3.72%) Data Architect
13 10 (3.72%) DevOps Engineer
13 10 (3.72%) Scala Engineer
Libraries, Frameworks & Software Standards
1 129 (47.96%) Kafka
2 65 (24.16%) Node.js
3 58 (21.56%) React
4 38 (14.13%) AngularJS
4 38 (14.13%) REST
5 27 (10.04%) RabbitMQ
5 27 (10.04%) RESTful
6 26 (9.67%) Vue.js
7 23 (8.55%) Spring
8 16 (5.95%) Spring Boot
9 15 (5.58%) Lambda Expressions
10 14 (5.20%) Redux
11 13 (4.83%) gRPC
11 13 (4.83%) Spark Streaming
12 12 (4.46%) NumPy
12 12 (4.46%) Protocol Buffers
13 11 (4.09%) PySpark
14 9 (3.35%) Web Services
14 9 (3.35%) WebSockets
15 8 (2.97%) React Native
Miscellaneous
1 19 (7.06%) Mobile App
2 18 (6.69%) Cloud Native
3 14 (5.20%) User Experience
4 10 (3.72%) Self-Motivation
5 9 (3.35%) Blog
5 9 (3.35%) Greenfield Project
6 7 (2.60%) Enterprise Software
6 7 (2.60%) Hedge funds
7 6 (2.23%) Equities
8 5 (1.86%) Analytical Skills
8 5 (1.86%) Clustering
8 5 (1.86%) Foreign Exchange (FX)
9 4 (1.49%) Enterprise Cloud
10 3 (1.12%) Algorithms
11 2 (0.74%) Data Structures
11 2 (0.74%) Management Information System
12 1 (0.37%) Data Centre
12 1 (0.37%) Linux Command Line
12 1 (0.37%) Online Games
12 1 (0.37%) Public Cloud
Operating Systems
1 14 (5.20%) Linux
2 6 (2.23%) Apple iOS
2 6 (2.23%) Unix
3 5 (1.86%) Android
4 2 (0.74%) Mac OS X
4 2 (0.74%) Windows
5 1 (0.37%) Debian
5 1 (0.37%) Red Hat Enterprise Linux
Processes & Methodologies
1 77 (28.62%) Agile Software Development
2 67 (24.91%) ETL
3 66 (24.54%) Microservices
4 53 (19.70%) DevOps
5 35 (13.01%) Continuous Integration
6 34 (12.64%) Continuous Delivery
6 34 (12.64%) Software Engineering
7 30 (11.15%) Fintech
8 27 (10.04%) Data Strategy
9 26 (9.67%) OOP
10 25 (9.29%) Analytics
11 23 (8.55%) Data Architecture
11 23 (8.55%) Data Extraction
12 22 (8.18%) Business Intelligence
12 22 (8.18%) Data Engineering
12 22 (8.18%) TDD
12 22 (8.18%) Test Automation
13 20 (7.43%) API Testing
13 20 (7.43%) SDET
14 18 (6.69%) Unit Testing
Programming Languages
1 166 (61.71%) Python
2 104 (38.66%) SQL
3 94 (34.94%) Java
4 54 (20.07%) JavaScript
5 45 (16.73%) TypeScript
6 33 (12.27%) Scala
7 22 (8.18%) Go
8 19 (7.06%) C#
9 7 (2.60%) R
10 5 (1.86%) F#
11 4 (1.49%) Kotlin
12 3 (1.12%) Bash Shell
12 3 (1.12%) ES6
12 3 (1.12%) PHP
13 2 (0.74%) C
13 2 (0.74%) C++
13 2 (0.74%) CoffeeScript
13 2 (0.74%) Haskell
13 2 (0.74%) PowerShell
14 1 (0.37%) Groovy
Qualifications
1 19 (7.06%) Degree
2 5 (1.86%) AWS Certification
3 3 (1.12%) SC Cleared
3 3 (1.12%) Security Cleared
4 2 (0.74%) Computer Science Degree
5 1 (0.37%) FFIEC
5 1 (0.37%) Master's Degree
5 1 (0.37%) OCP
5 1 (0.37%) Oracle Certification
Quality Assurance & Compliance
1 16 (5.95%) QA
2 2 (0.74%) Data Quality
3 1 (0.37%) GDPR
3 1 (0.37%) GLBA
3 1 (0.37%) NIST
3 1 (0.37%) PCI DSS
System Software
1 101 (37.55%) Docker
2 4 (1.49%) VMware Infrastructure
3 1 (0.37%) HDFS
Systems Management
1 87 (32.34%) Kubernetes
2 50 (18.59%) Terraform
3 22 (8.18%) Ansible
4 16 (5.95%) Grafana
5 14 (5.20%) Prometheus
6 6 (2.23%) Kibana
7 3 (1.12%) Istio
8 2 (0.74%) Oozie
8 2 (0.74%) Sysdig
9 1 (0.37%) Packer
9 1 (0.37%) ZABBIX
Vendors
1 20 (7.43%) Databricks
2 19 (7.06%) Microsoft
3 15 (5.58%) Google
4 11 (4.09%) Cloudera
5 8 (2.97%) Splunk
6 7 (2.60%) Hortonworks
7 6 (2.23%) Snowplow
8 5 (1.86%) IBM
8 5 (1.86%) Oracle
8 5 (1.86%) VMware
9 4 (1.49%) Informatica
9 4 (1.49%) Intel
9 4 (1.49%) NVIDIA
9 4 (1.49%) Okta
10 2 (0.74%) Alibaba
10 2 (0.74%) Citrix
10 2 (0.74%) Pega
10 2 (0.74%) Salesforce.com
10 2 (0.74%) Talend
10 2 (0.74%) Teradata