Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 10 August 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 10 August 2020 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK
6 months to
10 Aug 2020		 Same period 2019 Same period 2018
Rank 649 861 953
Rank change year-on-year +212 +92 +191
Permanent jobs citing Amazon Kinesis 128 247 237
As % of all permanent jobs advertised in the UK 0.20% 0.17% 0.14%
As % of the Cloud Services category 0.54% 0.57% 0.57%
Number of salaries quoted 121 199 171
Median annual salary £70,000 £75,000 £70,000
Median salary % change year-on-year -6.67% +7.14% -
10th Percentile £45,000 £52,500 £47,500
90th Percentile £98,750 £95,000 £86,250
UK excluding London median annual salary £67,500 £60,000 £65,000
% change year-on-year +12.50% -7.69% +40.54%

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 23,780 43,655 41,454
As % of all permanent IT jobs advertised in the UK 36.98% 30.39% 24.17%
Number of salaries quoted 19,413 35,484 33,627
Median annual salary £57,500 £55,000 £52,500
Median salary % change year-on-year +4.55% +4.76% +5.00%
10th Percentile £32,500 £30,000 £30,000
90th Percentile £93,750 £88,750 £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 10 August 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 10 August 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 +219 122 £70,000 -8.20% 14
London +114 81 £72,500 -9.38% 12
UK excluding London +260 47 £67,500 +12.50% 2
North of England +144 18 £65,000 +4.00%
South East +190 15 £85,000 +41.67% 1
Work from Home +85 15 £72,500 +16.00% 1
North West +116 13 £65,000 +4.00%
Midlands +110 7 £60,000 +33.33%
Yorkshire +144 5 £67,500 +20.00%
West Midlands +100 5 £60,000 +37.93%
Scotland +93 3 - -
Wales - 3 £45,000 -
East Midlands +76 2 £57,500 +4.55%
East of England +94 1 £90,000 +16.13%

For the 6 months to 10 August 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.

1 127 (99.22%) AWS
2 76 (59.38%) Python
3 58 (45.31%) Amazon DynamoDB
4 56 (43.75%) AWS Lambda
5 55 (42.97%) Serverless
6 51 (39.84%) DevOps
7 49 (38.28%) Amazon S3
8 46 (35.94%) Kafka
9 44 (34.38%) Java
9 44 (34.38%) Agile Software Development
10 31 (24.22%) Apache Spark
10 31 (24.22%) Analytics
10 31 (24.22%) SQL
11 29 (22.66%) Big Data
11 29 (22.66%) Docker
12 28 (21.88%) Amazon EC2
13 27 (21.09%) Scala
14 25 (19.53%) AWS CloudFormation
14 25 (19.53%) Amazon Athena
15 24 (18.75%) .NET
16 23 (17.97%) JavaScript
16 23 (17.97%) C#
16 23 (17.97%) SaaS
16 23 (17.97%) Elasticsearch
17 22 (17.19%) Microservices
17 22 (17.19%) Kubernetes
18 21 (16.41%) Business Intelligence
19 20 (15.63%) ETL
19 20 (15.63%) Finance
19 20 (15.63%) 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 31 (24.22%) Apache Spark
2 23 (17.97%) Elasticsearch
3 15 (11.72%) Apache
3 15 (11.72%) Apache Airflow
4 7 (5.47%) Cloud Foundry
5 3 (2.34%) WebSphere
6 1 (0.78%) Apache Pig
6 1 (0.78%) Confluence
6 1 (0.78%) OpenStack
6 1 (0.78%) SAS
6 1 (0.78%) Tomcat
6 1 (0.78%) WebLogic
Business Applications
1 2 (1.56%) Sparx Enterprise Architect
Cloud Services
1 127 (99.22%) AWS
2 56 (43.75%) AWS Lambda
3 55 (42.97%) Serverless
4 49 (38.28%) Amazon S3
5 28 (21.88%) Amazon EC2
6 25 (19.53%) AWS CloudFormation
7 23 (17.97%) SaaS
8 20 (15.63%) Amazon SQS
8 20 (15.63%) Azure
9 19 (14.84%) Amazon ECS
9 19 (14.84%) Route 53
10 18 (14.06%) GCP
11 17 (13.28%) Virtual Private Cloud
12 15 (11.72%) Amazon CloudWatch
13 12 (9.38%) AWS CodeDeploy
13 12 (9.38%) PaaS
14 11 (8.59%) Amazon ELB
14 11 (8.59%) Amazon EMR
15 10 (7.81%) Amazon EKS
16 9 (7.03%) Power Platform
Communications & Networking
1 14 (10.94%) DNS
2 7 (5.47%) HTTP
3 3 (2.34%) AMQP
3 3 (2.34%) Firewall
3 3 (2.34%) Skype
3 3 (2.34%) TCP/IP
Database & Business Intelligence
1 58 (45.31%) Amazon DynamoDB
2 29 (22.66%) Big Data
3 25 (19.53%) Amazon Athena
4 20 (15.63%) Hadoop
5 19 (14.84%) Amazon Redshift
6 18 (14.06%) Amazon RDS
7 16 (12.50%) Amazon Aurora
7 16 (12.50%) SQL Server
8 15 (11.72%) Data Warehouse
9 14 (10.94%) Apache Cassandra
10 12 (9.38%) BigQuery
11 10 (7.81%) Apache Hive
12 9 (7.03%) Power BI
13 8 (6.25%) Data Lake
13 8 (6.25%) Relational Database
14 6 (4.69%) HBase
14 6 (4.69%) MongoDB
14 6 (4.69%) PostgreSQL
15 5 (3.91%) Data Mining
15 5 (3.91%) NoSQL
Development Applications
1 17 (13.28%) Jenkins
2 16 (12.50%) TeamCity
3 7 (5.47%) Cucumber
4 6 (4.69%) Git (software)
4 6 (4.69%) JUnit
4 6 (4.69%) Maven
5 5 (3.91%) JIRA
5 5 (3.91%) Selenium
6 4 (3.13%) Appium
6 4 (3.13%) Octopus Deploy
6 4 (3.13%) Sonatype Nexus
7 3 (2.34%) GoCD
7 3 (2.34%) Gradle
8 2 (1.56%) Bitbucket
8 2 (1.56%) REST Assured
8 2 (1.56%) WebDriver
9 1 (0.78%) Atlassian Bamboo
9 1 (0.78%) Mockito
9 1 (0.78%) Spinnaker
General
1 20 (15.63%) Finance
2 12 (9.38%) Law
3 3 (2.34%) Games
3 3 (2.34%) Marketing
3 3 (2.34%) Public Sector
3 3 (2.34%) Telecoms
4 2 (1.56%) Electronics
4 2 (1.56%) Front Office
4 2 (1.56%) Manufacturing
5 1 (0.78%) Advertising
5 1 (0.78%) Banking
5 1 (0.78%) Pharmaceutical
5 1 (0.78%) Retail
Job Titles
1 34 (26.56%) Data Engineer
2 27 (21.09%) Developer
3 22 (17.19%) Architect
3 22 (17.19%) AWS Engineer
4 16 (12.50%) DevOps Engineer
5 13 (10.16%) Senior DevOps
6 11 (8.59%) AWS DevOps
7 10 (7.81%) Python Developer
8 9 (7.03%) AWS DevOps Engineer
8 9 (7.03%) Java Architect
8 9 (7.03%) Senior DevOps Engineer
9 8 (6.25%) Technical Architect
10 7 (5.47%) Data Architect
11 5 (3.91%) AWS Developer
11 5 (3.91%) Cloud Engineer
11 5 (3.91%) Data Warehouse Developer
11 5 (3.91%) Java Developer
11 5 (3.91%) Lead Developer
11 5 (3.91%) Senior Architect
12 4 (3.13%) Big Data Architect
Libraries, Frameworks & Software Standards
1 46 (35.94%) Kafka
2 24 (18.75%) .NET
3 17 (13.28%) Elastic Stack
3 17 (13.28%) REST
3 17 (13.28%) Web Services
4 16 (12.50%) Lambda Expressions
4 16 (12.50%) Node.js
5 13 (10.16%) Spring
6 11 (8.59%) .NET Framework
7 10 (7.81%) GraphQL
7 10 (7.81%) Middleware
7 10 (7.81%) RabbitMQ
8 9 (7.03%) HTML
8 9 (7.03%) Spring Boot
9 8 (6.25%) ActiveMQ
9 8 (6.25%) AngularJS
9 8 (6.25%) RESTful
10 7 (5.47%) .NET Core
10 7 (5.47%) Drools
10 7 (5.47%) SOAP
Miscellaneous
1 15 (11.72%) Analytical Skills
2 6 (4.69%) Mobile App
3 2 (1.56%) Analytical Mindset
3 2 (1.56%) Data Structures
3 2 (1.56%) Enterprise Software
3 2 (1.56%) User Experience
4 1 (0.78%) Cloud Native
4 1 (0.78%) Greenfield Project
4 1 (0.78%) Public Cloud
4 1 (0.78%) Social Media
4 1 (0.78%) Tandem
Operating Systems
1 15 (11.72%) Windows
2 10 (7.81%) Windows Server
3 9 (7.03%) Linux
4 4 (3.13%) Mesosphere
5 2 (1.56%) Android
5 2 (1.56%) Apple iOS
5 2 (1.56%) DC/OS
6 1 (0.78%) Red Hat Enterprise Linux
6 1 (0.78%) Unix
Processes & Methodologies
1 51 (39.84%) DevOps
2 44 (34.38%) Agile Software Development
3 31 (24.22%) Analytics
4 22 (17.19%) Microservices
5 21 (16.41%) Business Intelligence
6 20 (15.63%) ETL
7 17 (13.28%) Continuous Integration
7 17 (13.28%) Data Science
7 17 (13.28%) Fintech
7 17 (13.28%) Visualisation
8 15 (11.72%) Software Engineering
8 15 (11.72%) Test Automation
9 14 (10.94%) Infrastructure as Code
10 13 (10.16%) Machine Learning
11 12 (9.38%) Data Analytics
11 12 (9.38%) Stakeholder Management
12 11 (8.59%) Auto-Scaling
12 11 (8.59%) Data Modelling
12 11 (8.59%) Mentoring
13 10 (7.81%) Data Engineering
Programming Languages
1 76 (59.38%) Python
2 44 (34.38%) Java
3 31 (24.22%) SQL
4 27 (21.09%) Scala
5 23 (17.97%) C#
5 23 (17.97%) JavaScript
6 20 (15.63%) Go
7 16 (12.50%) PowerShell
8 12 (9.38%) VB.NET
9 9 (7.03%) R
10 5 (3.91%) Bash Shell
11 4 (3.13%) Ruby
12 3 (2.34%) Java 8
12 3 (2.34%) PHP
12 3 (2.34%) T-SQL
12 3 (2.34%) TypeScript
13 2 (1.56%) C
13 2 (1.56%) C++
13 2 (1.56%) PL/SQL
13 2 (1.56%) Shell Script
Qualifications
1 9 (7.03%) AWS Certification
2 7 (5.47%) Degree
3 5 (3.91%) Security Cleared
4 4 (3.13%) SC Cleared
5 2 (1.56%) Computer Science Degree
Quality Assurance & Compliance
1 7 (5.47%) Data Quality
2 5 (3.91%) GDPR
3 3 (2.34%) QA
System Software
1 29 (22.66%) Docker
2 3 (2.34%) Apache ZooKeeper
2 3 (2.34%) HDFS
Systems Management
1 22 (17.19%) Kubernetes
2 19 (14.84%) Terraform
3 15 (11.72%) Kibana
3 15 (11.72%) logstash
4 13 (10.16%) Ansible
4 13 (10.16%) Puppet
5 10 (7.81%) Opscode Chef
6 9 (7.03%) Mesos
7 8 (6.25%) Prometheus
8 6 (4.69%) Marathon
9 5 (3.91%) Consul
10 4 (3.13%) Automic
10 4 (3.13%) Grafana
11 3 (2.34%) Hadoop YARN
11 3 (2.34%) Packer
12 2 (1.56%) Istio
13 1 (0.78%) linkerd
Vendors
1 15 (11.72%) Tableau
2 14 (10.94%) Splunk
3 13 (10.16%) Google
4 7 (5.47%) Facebook
4 7 (5.47%) Talend
5 6 (4.69%) Databricks
6 5 (3.91%) Ab Initio
6 5 (3.91%) SAP
7 4 (3.13%) Oracle
8 3 (2.34%) Atlassian
8 3 (2.34%) Solace
9 2 (1.56%) Cognizant
9 2 (1.56%) Informatica
9 2 (1.56%) MicroStrategy
9 2 (1.56%) Sparx
10 1 (0.78%) ESRI
10 1 (0.78%) PagerDuty
10 1 (0.78%) Red Hat
10 1 (0.78%) RightScale
10 1 (0.78%) Xamarin