Period
to 30 October 2020

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 30 October 2020 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK
6 months to
30 Oct 2020
Same period 2019 Same period 2018
Rank 553 813 961
Rank change year-on-year +260 +148 +147
Permanent jobs citing Amazon Kinesis 138 254 218
As % of all permanent jobs advertised in the UK 0.28% 0.19% 0.13%
As % of the Cloud Services category 0.68% 0.58% 0.53%
Number of salaries quoted 146 202 166
Median annual salary £71,250 £80,000 £72,500
Median salary % change year-on-year -10.94% +10.34% +7.41%
10th Percentile £55,000 £52,625 £47,500
90th Percentile £98,750 £95,000 £90,000
UK excluding London median annual salary £67,500 £58,750 £65,000
% change year-on-year +14.89% -9.62% +28.08%

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 20,219 43,857 41,024
As % of all permanent IT jobs advertised in the UK 40.46% 32.00% 24.93%
Number of salaries quoted 17,041 35,814 33,061
Median annual salary £57,500 £55,000 £55,000
Median salary % change year-on-year +4.55% - +10.00%
10th Percentile £32,500 £30,000 £30,000
90th Percentile £91,250 £90,000 £85,000
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 30 October 2020.

Salary histogram for Amazon Kinesis in the UK

Amazon Kinesis
Top 14 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 30 October 2020. 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 +254 132 £75,000 -6.25% 30
London +175 97 £75,000 -6.25% 24
UK excluding London +318 38 £67,500 +14.89% 6
Work from Home +34 22 £85,000 +54.55% 3
North of England +148 12 £65,000 +9.47% 2
South East +210 11 £85,000 +21.43% 2
North West +112 8 £62,500 +4.17% 1
Midlands +120 5 £60,000 - 2
Scotland +93 5 £67,500 +50.00%
East of England +140 4 £52,500 -23.64%
Yorkshire +121 4 £67,500 +22.73% 1
East Midlands - 3 £60,000 -
West Midlands +107 2 £60,000 - 2
Wales +52 1 £45,000 -10.00%

For the 6 months to 30 October 2020, 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.

1 137 (99.28%) AWS
2 99 (71.74%) Python
3 77 (55.80%) Serverless
4 76 (55.07%) AWS Lambda
5 71 (51.45%) Amazon DynamoDB
6 65 (47.10%) Amazon S3
7 51 (36.96%) DevOps
8 49 (35.51%) Agile Software Development
9 48 (34.78%) Java
9 48 (34.78%) SQL
10 46 (33.33%) Kafka
11 40 (28.99%) Docker
12 36 (26.09%) Apache Spark
12 36 (26.09%) JavaScript
13 35 (25.36%) ETL
14 33 (23.91%) AWS CloudFormation
14 33 (23.91%) Kubernetes
15 30 (21.74%) Amazon EC2
16 28 (20.29%) Fintech
16 28 (20.29%) Microservices
17 27 (19.57%) Finance
18 26 (18.84%) C#
19 25 (18.12%) .NET
19 25 (18.12%) SQL Server
19 25 (18.12%) SaaS
20 24 (17.39%) Continuous Integration
21 23 (16.67%) Terraform
22 22 (15.94%) Amazon Athena
22 22 (15.94%) Amazon RDS
22 22 (15.94%) 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 36 (26.09%) Apache Spark
2 15 (10.87%) Apache Airflow
2 15 (10.87%) Elasticsearch
3 7 (5.07%) Cloud Foundry
4 5 (3.62%) Luigi
5 4 (2.90%) Apache
6 3 (2.17%) WebSphere
7 2 (1.45%) Confluence
8 1 (0.72%) Apache Pig
8 1 (0.72%) OpenStack
8 1 (0.72%) SAS
Business Applications
1 2 (1.45%) Sparx Enterprise Architect
Cloud Services
1 137 (99.28%) AWS
2 77 (55.80%) Serverless
3 76 (55.07%) AWS Lambda
4 65 (47.10%) Amazon S3
5 33 (23.91%) AWS CloudFormation
6 30 (21.74%) Amazon EC2
7 25 (18.12%) SaaS
8 19 (13.77%) AWS CodeDeploy
9 18 (13.04%) Route 53
10 16 (11.59%) Virtual Private Cloud
11 13 (9.42%) Amazon EMR
11 13 (9.42%) Amazon SQS
11 13 (9.42%) GCP
12 12 (8.70%) Amazon ECS
12 12 (8.70%) Amazon ELB
13 11 (7.97%) PaaS
14 10 (7.25%) Azure
15 9 (6.52%) Amazon ElastiCache
16 8 (5.80%) Amazon CloudWatch
17 6 (4.35%) Amazon EKS
Communications & Networking
1 15 (10.87%) DNS
2 5 (3.62%) HTTP
3 3 (2.17%) AMQP
3 3 (2.17%) Firewall
3 3 (2.17%) TCP/IP
Database & Business Intelligence
1 71 (51.45%) Amazon DynamoDB
2 25 (18.12%) SQL Server
3 22 (15.94%) Amazon Athena
3 22 (15.94%) Amazon RDS
3 22 (15.94%) Amazon Redshift
4 21 (15.22%) Big Data
5 20 (14.49%) Hadoop
6 19 (13.77%) NoSQL
7 18 (13.04%) Data Lake
8 17 (12.32%) PostgreSQL
9 14 (10.14%) Relational Database
10 13 (9.42%) Apache Hive
10 13 (9.42%) MongoDB
10 13 (9.42%) Presto
11 11 (7.97%) Data Warehouse
12 10 (7.25%) Apache Cassandra
13 7 (5.07%) Amazon Aurora
13 7 (5.07%) Tableau
14 6 (4.35%) BigQuery
14 6 (4.35%) Redis
Development Applications
1 21 (15.22%) Jenkins
2 20 (14.49%) TeamCity
3 8 (5.80%) Git (software)
4 7 (5.07%) Cucumber
4 7 (5.07%) Selenium
5 4 (2.90%) Appium
5 4 (2.90%) GoCD
5 4 (2.90%) JIRA
5 4 (2.90%) Octopus Deploy
6 2 (1.45%) Android Studio
6 2 (1.45%) Sonatype Nexus
6 2 (1.45%) WebDriver
7 1 (0.72%) Artifactory
7 1 (0.72%) CircleCI
7 1 (0.72%) JUnit
7 1 (0.72%) Maven
7 1 (0.72%) SonarQube
7 1 (0.72%) Spinnaker
General
1 27 (19.57%) Finance
2 9 (6.52%) Law
3 5 (3.62%) Retail
4 4 (2.90%) Games
5 3 (2.17%) Front Office
6 1 (0.72%) Electronics
6 1 (0.72%) Manufacturing
6 1 (0.72%) Marketing
6 1 (0.72%) Pharmaceutical
6 1 (0.72%) Public Sector
6 1 (0.72%) Telecoms
Job Titles
1 34 (24.64%) Developer
2 33 (23.91%) Data Engineer
3 20 (14.49%) Architect
3 20 (14.49%) AWS Engineer
4 19 (13.77%) DevOps Engineer
5 15 (10.87%) AWS DevOps
5 15 (10.87%) Senior DevOps
6 14 (10.14%) Python Developer
7 13 (9.42%) AWS DevOps Engineer
8 11 (7.97%) Java Architect
8 11 (7.97%) Lead Developer
8 11 (7.97%) Senior Data Engineer
8 11 (7.97%) Senior DevOps Engineer
9 10 (7.25%) AWS Architect
9 10 (7.25%) Senior Developer
10 9 (6.52%) Java Developer
11 7 (5.07%) AWS Developer
12 6 (4.35%) Cloud Engineer
12 6 (4.35%) Python Engineer
12 6 (4.35%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 46 (33.33%) Kafka
2 25 (18.12%) .NET
3 21 (15.22%) Node.js
4 17 (12.32%) RabbitMQ
5 15 (10.87%) Web Services
6 13 (9.42%) .NET Framework
7 12 (8.70%) React
8 11 (7.97%) Lambda Expressions
8 11 (7.97%) REST
8 11 (7.97%) Spring
9 10 (7.25%) HTML
9 10 (7.25%) Middleware
9 10 (7.25%) Spring Boot
10 9 (6.52%) Elastic Stack
10 9 (6.52%) GraphQL
11 8 (5.80%) CSS
12 7 (5.07%) Drools
12 7 (5.07%) PySpark
13 6 (4.35%) .NET Core
13 6 (4.35%) ActiveMQ
Miscellaneous
1 5 (3.62%) Mobile App
1 5 (3.62%) User Experience
2 4 (2.90%) Analytical Skills
2 4 (2.90%) Blog
2 4 (2.90%) Foreign Exchange (FX)
3 3 (2.17%) Cloud Native
3 3 (2.17%) Derivative
3 3 (2.17%) Equities
3 3 (2.17%) Hedge funds
4 2 (1.45%) Data Structures
4 2 (1.45%) Enterprise Software
4 2 (1.45%) Self-Motivation
5 1 (0.72%) Enterprise Cloud
5 1 (0.72%) Greenfield Project
5 1 (0.72%) Public Cloud
5 1 (0.72%) Tandem
Operating Systems
1 20 (14.49%) Windows
2 15 (10.87%) Windows Server
3 8 (5.80%) Linux
4 4 (2.90%) Mesosphere
5 3 (2.17%) Android
5 3 (2.17%) Apple iOS
6 2 (1.45%) DC/OS
6 2 (1.45%) Unix
7 1 (0.72%) Red Hat Enterprise Linux
Processes & Methodologies
1 51 (36.96%) DevOps
2 49 (35.51%) Agile Software Development
3 35 (25.36%) ETL
4 28 (20.29%) Fintech
4 28 (20.29%) Microservices
5 24 (17.39%) Continuous Integration
6 17 (12.32%) Data Science
7 14 (10.14%) Analytics
7 14 (10.14%) Machine Learning
7 14 (10.14%) Software Engineering
8 13 (9.42%) Data Transformation
8 13 (9.42%) Mentoring
9 12 (8.70%) Auto-Scaling
10 11 (7.97%) Problem-Solving
11 10 (7.25%) Scrum
12 9 (6.52%) Artificial Intelligence
12 9 (6.52%) Infrastructure as Code
12 9 (6.52%) Open Source
12 9 (6.52%) Thought Leadership
13 8 (5.80%) Test Automation
Programming Languages
1 99 (71.74%) Python
2 48 (34.78%) Java
2 48 (34.78%) SQL
3 36 (26.09%) JavaScript
4 26 (18.84%) C#
5 21 (15.22%) PowerShell
6 14 (10.14%) VB.NET
7 12 (8.70%) Scala
8 11 (7.97%) Go
9 9 (6.52%) TypeScript
10 8 (5.80%) PHP
11 5 (3.62%) Bash Shell
11 5 (3.62%) Ruby
12 4 (2.90%) R
13 2 (1.45%) Kotlin
13 2 (1.45%) PL/SQL
13 2 (1.45%) T-SQL
14 1 (0.72%) C
14 1 (0.72%) Clojure
14 1 (0.72%) Perl
Qualifications
1 7 (5.07%) AWS Certification
2 4 (2.90%) Degree
3 2 (1.45%) Security Cleared
4 1 (0.72%) Computer Science Degree
4 1 (0.72%) SC Cleared
Quality Assurance & Compliance
1 5 (3.62%) Data Quality
2 4 (2.90%) QA
System Software
1 40 (28.99%) Docker
2 2 (1.45%) Apache ZooKeeper
3 1 (0.72%) Active Directory
3 1 (0.72%) Apache Flume
3 1 (0.72%) HDFS
Systems Management
1 33 (23.91%) Kubernetes
2 23 (16.67%) Terraform
3 9 (6.52%) Ansible
3 9 (6.52%) Puppet
4 8 (5.80%) Kibana
4 8 (5.80%) logstash
5 6 (4.35%) Grafana
5 6 (4.35%) Mesos
5 6 (4.35%) Opscode Chef
5 6 (4.35%) Prometheus
6 5 (3.62%) Marathon
7 4 (2.90%) Automic
7 4 (2.90%) Consul
7 4 (2.90%) Oozie
8 3 (2.17%) Packer
9 1 (0.72%) Istio
Vendors
1 12 (8.70%) Splunk
2 9 (6.52%) Databricks
3 7 (5.07%) Oracle
4 4 (2.90%) Talend
5 3 (2.17%) Google
5 3 (2.17%) Guidewire
5 3 (2.17%) Informatica
5 3 (2.17%) MuleSoft
5 3 (2.17%) Solace
5 3 (2.17%) StreamSets
6 2 (1.45%) Amplitude
6 2 (1.45%) Atlassian
6 2 (1.45%) MicroStrategy
6 2 (1.45%) SAP
6 2 (1.45%) Sparx
7 1 (0.72%) IBM
7 1 (0.72%) Rackspace
7 1 (0.72%) Red Hat
7 1 (0.72%) RightScale
7 1 (0.72%) Xamarin