Period
to 18 January 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 18 January 2021 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK
6 months to
18 Jan 2021
Same period 2020 Same period 2019
Rank 551 780 936
Rank change year-on-year +229 +156 +109
Permanent jobs citing Amazon Kinesis 208 259 186
As % of all permanent jobs advertised in the UK 0.33% 0.21% 0.12%
As % of the Cloud Services category 0.81% 0.62% 0.47%
Number of salaries quoted 220 216 123
Median annual salary £70,000 £75,000 £80,000
Median salary % change year-on-year -6.67% -6.25% +18.52%
10th Percentile £54,875 £52,500 £44,500
90th Percentile £93,750 £95,000 £98,500
UK excluding London median annual salary £60,000 £60,000 £70,000
% change year-on-year - -14.29% +40.00%

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 25,552 42,033 39,403
As % of all permanent IT jobs advertised in the UK 40.79% 33.52% 26.02%
Number of salaries quoted 21,571 34,580 31,857
Median annual salary £57,500 £55,000 £55,000
Median salary % change year-on-year +4.55% - +6.80%
10th Percentile £32,500 £30,000 £30,000
90th Percentile £90,000 £92,500 £86,250
UK excluding London median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +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 18 January 2021.

Salary histogram for Amazon Kinesis in the UK

Amazon Kinesis
Top 13 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 18 January 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 +225 204 £73,750 -7.81% 34
London +169 172 £80,000 - 26
Work from Home -13 47 £80,000 +45.45% 2
UK excluding London +185 28 £60,000 - 12
North of England +79 16 £62,500 +13.64% 4
North West +92 12 £70,000 +27.27% 3
Midlands +108 6 £60,000 - 1
East of England +109 4 £52,500 -16.00% 1
East Midlands - 4 £60,000 -
Yorkshire +50 3 £55,000 - 1
West Midlands +70 2 £55,000 -8.33% 1
Scotland +29 2 £67,500 +3.85% 2
North East - 1 £50,000 -

For the 6 months to 18 January 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.

1 205 (98.56%) AWS
2 138 (66.35%) Python
3 91 (43.75%) Serverless
4 90 (43.27%) AWS Lambda
5 86 (41.35%) Docker
6 85 (40.87%) Kafka
7 83 (39.90%) Amazon DynamoDB
7 83 (39.90%) SQL
8 71 (34.13%) Amazon S3
9 67 (32.21%) Java
10 61 (29.33%) Kubernetes
11 51 (24.52%) Microservices
11 51 (24.52%) Agile Software Development
12 49 (23.56%) DevOps
13 47 (22.60%) ETL
14 46 (22.12%) Apache Spark
15 44 (21.15%) JavaScript
16 43 (20.67%) MongoDB
17 41 (19.71%) Node.js
17 41 (19.71%) Amazon RDS
18 40 (19.23%) React
19 39 (18.75%) Amazon Redshift
20 38 (18.27%) Terraform
21 36 (17.31%) Amazon Athena
22 35 (16.83%) Data Lake
22 35 (16.83%) Relational Database
22 35 (16.83%) PostgreSQL
23 34 (16.35%) Finance
23 34 (16.35%) TypeScript
23 34 (16.35%) Amazon SQS

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 46 (22.12%) Apache Spark
2 28 (13.46%) Apache Airflow
3 16 (7.69%) Apache
4 12 (5.77%) Luigi
5 11 (5.29%) Apache Synapse
6 9 (4.33%) Elasticsearch
7 6 (2.88%) Apache Pig
8 4 (1.92%) Confluence
9 2 (0.96%) Cloud Foundry
10 1 (0.48%) OpenStack
Applications
1 1 (0.48%) Chatbot
Cloud Services
1 205 (98.56%) AWS
2 91 (43.75%) Serverless
3 90 (43.27%) AWS Lambda
4 71 (34.13%) Amazon S3
5 34 (16.35%) Amazon SQS
6 30 (14.42%) AWS CloudFormation
7 27 (12.98%) GCP
8 24 (11.54%) Azure
9 22 (10.58%) AWS CodeBuild
10 21 (10.10%) Amazon EC2
11 20 (9.62%) Amazon ECS
12 15 (7.21%) Amazon EKS
12 15 (7.21%) Azure Data Factory
13 14 (6.73%) Amazon EMR
14 12 (5.77%) Amazon CloudWatch
15 11 (5.29%) AWS CodeDeploy
16 10 (4.81%) PaaS
16 10 (4.81%) SaaS
17 9 (4.33%) Amazon ElastiCache
17 9 (4.33%) Virtual Private Cloud
Communications & Networking
1 7 (3.37%) AMQP
2 4 (1.92%) DNS
3 2 (0.96%) HTTP
4 1 (0.48%) Firewall
Database & Business Intelligence
1 83 (39.90%) Amazon DynamoDB
2 43 (20.67%) MongoDB
3 41 (19.71%) Amazon RDS
4 39 (18.75%) Amazon Redshift
5 36 (17.31%) Amazon Athena
6 35 (16.83%) Data Lake
6 35 (16.83%) PostgreSQL
6 35 (16.83%) Relational Database
7 32 (15.38%) NoSQL
8 30 (14.42%) Hadoop
9 27 (12.98%) SQL Server
10 26 (12.50%) MySQL
11 25 (12.02%) Data Warehouse
12 18 (8.65%) Apache Cassandra
13 17 (8.17%) Big Data
14 13 (6.25%) Amazon QuickSight
15 12 (5.77%) BigQuery
15 12 (5.77%) HBase
16 11 (5.29%) Apache Hive
16 11 (5.29%) Azure SQL Database
Development Applications
1 27 (12.98%) Jenkins
2 15 (7.21%) Cucumber
2 15 (7.21%) Selenium
3 14 (6.73%) TeamCity
4 7 (3.37%) Appium
4 7 (3.37%) Octopus Deploy
5 5 (2.40%) Android Studio
5 5 (2.40%) Git (software)
6 4 (1.92%) JIRA
7 2 (0.96%) CircleCI
7 2 (0.96%) GoCD
7 2 (0.96%) Spinnaker
7 2 (0.96%) WebDriver
8 1 (0.48%) Artifactory
8 1 (0.48%) Maven
8 1 (0.48%) SonarQube
8 1 (0.48%) Sonatype Nexus
General
1 34 (16.35%) Finance
2 21 (10.10%) Retail
3 11 (5.29%) Public Sector
4 10 (4.81%) Games
5 8 (3.85%) Law
6 3 (1.44%) Banking
7 2 (0.96%) Legal
8 1 (0.48%) Front Office
8 1 (0.48%) Pharmaceutical
Job Titles
1 62 (29.81%) Developer
2 52 (25.00%) Data Engineer
3 21 (10.10%) Architect
4 20 (9.62%) AWS Engineer
5 19 (9.13%) React Developer
6 16 (7.69%) AWS Developer
6 16 (7.69%) Python Developer
6 16 (7.69%) Senior Developer
7 13 (6.25%) AWS Architect
7 13 (6.25%) Full Stack Developer
7 13 (6.25%) Lead Developer
7 13 (6.25%) Python Engineer
8 12 (5.77%) DevOps Engineer
8 12 (5.77%) Senior Data Engineer
9 11 (5.29%) Java Architect
9 11 (5.29%) Java Developer
9 11 (5.29%) Test Leader
10 9 (4.33%) AWS DevOps
10 9 (4.33%) Head of Development
10 9 (4.33%) Solutions Architect
Libraries, Frameworks & Software Standards
1 85 (40.87%) Kafka
2 41 (19.71%) Node.js
3 40 (19.23%) React
4 22 (10.58%) AngularJS
4 22 (10.58%) REST
5 19 (9.13%) Vue.js
6 17 (8.17%) RabbitMQ
7 13 (6.25%) NumPy
8 12 (5.77%) PySpark
9 10 (4.81%) .NET
10 8 (3.85%) GraphQL
10 8 (3.85%) Lambda Expressions
10 8 (3.85%) RESTful
11 7 (3.37%) ActiveMQ
11 7 (3.37%) Redux
11 7 (3.37%) Samza
11 7 (3.37%) Spark Streaming
11 7 (3.37%) Spring
12 6 (2.88%) Play Framework
12 6 (2.88%) WebSockets
Miscellaneous
1 8 (3.85%) Cloud Native
1 8 (3.85%) User Experience
2 7 (3.37%) Equities
2 7 (3.37%) Hedge funds
3 6 (2.88%) Blog
4 5 (2.40%) Enterprise Cloud
4 5 (2.40%) Foreign Exchange (FX)
4 5 (2.40%) Greenfield Project
5 4 (1.92%) Mobile App
5 4 (1.92%) Self-Motivation
6 3 (1.44%) Derivative
6 3 (1.44%) Enterprise Software
7 2 (0.96%) Public Cloud
Operating Systems
1 11 (5.29%) Windows
2 10 (4.81%) Linux
3 8 (3.85%) Windows Server
4 6 (2.88%) Android
5 5 (2.40%) Apple iOS
6 3 (1.44%) Mesosphere
7 2 (0.96%) Red Hat Enterprise Linux
8 1 (0.48%) Debian
8 1 (0.48%) Unix
Processes & Methodologies
1 51 (24.52%) Agile Software Development
1 51 (24.52%) Microservices
2 49 (23.56%) DevOps
3 47 (22.60%) ETL
4 31 (14.90%) Fintech
5 23 (11.06%) Mentoring
6 21 (10.10%) Continuous Integration
7 19 (9.13%) Business Intelligence
8 18 (8.65%) Software Engineering
8 18 (8.65%) TDD
9 17 (8.17%) OOP
9 17 (8.17%) Test Automation
10 16 (7.69%) Continuous Delivery
11 14 (6.73%) Analytics
11 14 (6.73%) API Testing
11 14 (6.73%) Data Science
11 14 (6.73%) Data Transformation
11 14 (6.73%) SDET
12 13 (6.25%) Infrastructure as Code
12 13 (6.25%) Open Source
Programming Languages
1 138 (66.35%) Python
2 83 (39.90%) SQL
3 67 (32.21%) Java
4 44 (21.15%) JavaScript
5 34 (16.35%) TypeScript
6 21 (10.10%) C#
7 20 (9.62%) Scala
8 12 (5.77%) PowerShell
9 9 (4.33%) Go
10 6 (2.88%) PHP
11 5 (2.40%) Bash Shell
11 5 (2.40%) F#
11 5 (2.40%) Kotlin
11 5 (2.40%) VB.NET
12 3 (1.44%) Ruby
13 2 (0.96%) C++
13 2 (0.96%) CoffeeScript
13 2 (0.96%) ES6
13 2 (0.96%) Haskell
14 1 (0.48%) Clojure
Qualifications
1 7 (3.37%) Degree
2 4 (1.92%) AWS Certification
3 1 (0.48%) Computer Science Degree
3 1 (0.48%) Master's Degree
3 1 (0.48%) Security Cleared
Quality Assurance & Compliance
1 8 (3.85%) QA
System Software
1 86 (41.35%) Docker
2 1 (0.48%) Active Directory
2 1 (0.48%) Apache Flume
2 1 (0.48%) HDFS
Systems Management
1 61 (29.33%) Kubernetes
2 38 (18.27%) Terraform
3 11 (5.29%) Grafana
4 10 (4.81%) Ansible
5 9 (4.33%) Kibana
5 9 (4.33%) Prometheus
6 6 (2.88%) Oozie
7 4 (1.92%) Puppet
8 3 (1.44%) Automic
8 3 (1.44%) Consul
8 3 (1.44%) logstash
8 3 (1.44%) Opscode Chef
9 2 (0.96%) Istio
9 2 (0.96%) Mesos
9 2 (0.96%) Packer
9 2 (0.96%) Sysdig
10 1 (0.48%) Marathon
Vendors
1 20 (9.62%) Databricks
2 17 (8.17%) Microsoft
3 8 (3.85%) Splunk
4 7 (3.37%) Informatica
5 6 (2.88%) Talend
6 5 (2.40%) Oracle
7 4 (1.92%) Cloudera
7 4 (1.92%) Guidewire
7 4 (1.92%) Intel
7 4 (1.92%) MuleSoft
7 4 (1.92%) NVIDIA
7 4 (1.92%) Snowplow
7 4 (1.92%) StreamSets
8 3 (1.44%) Google
8 3 (1.44%) IBM
9 1 (0.48%) Rackspace
9 1 (0.48%) Red Hat
9 1 (0.48%) RightScale