Period
to 23 September 2019

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 23 September 2019 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK
6 months to
23 Sep 2019
Same period 2018 Same period 2017
Rank 845 946 1134
Rank change year-on-year +101 +188 +26
Permanent jobs citing Amazon Kinesis 233 226 82
As % of all permanent IT jobs advertised in the UK 0.17% 0.14% 0.047%
As % of the Cloud Services category 0.53% 0.56% 0.25%
Number of salaries quoted 181 160 63
UK median annual salary £80,000 £70,000 £70,000
Median salary % change year-on-year +14.29% - +7.69%
10th Percentile £55,000 £47,500 £50,200
90th Percentile £95,000 £87,500 £97,500
UK excluding London median annual salary £58,750 £65,000 £50,000
% change year-on-year -9.62% +30.00% -9.09%

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 43,672 40,537 32,670
As % of all permanent IT jobs advertised in the UK 31.19% 24.52% 18.60%
Number of salaries quoted 35,543 32,826 26,908
UK median annual salary £55,000 £55,000 £50,000
Median salary % change year-on-year - +10.00% -
10th Percentile £30,000 £30,000 £28,250
90th Percentile £88,750 £85,000 £80,000
UK excluding London median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

Amazon Kinesis
Job Vacancy Trend

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

Job vacancy trend for Amazon Kinesis in the UK

Amazon Kinesis
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon Kinesis.

Salary trend for Amazon Kinesis in the UK

Amazon Kinesis
Salary Histogram

The salary distribution of IT jobs citing Amazon Kinesis over the 6 months to 23 September 2019.

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 23 September 2019. 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 +86 229 £80,000 +14.29% 59
London +143 187 £80,000 +10.34% 38
UK excluding London -14 43 £58,750 -9.62% 23
North of England +28 21 £60,000 +23.08% 6
North West +37 18 £60,000 +29.73% 6
East of England +64 8 £77,500 +6.90% 3
South East +5 6 £55,000 - 8
South West -16 4 £52,500 -12.50% 3
Midlands +23 3 £55,000 -33.33% 1
Yorkshire -8 3 £55,000 -15.38%
West Midlands +19 2 £47,500 -44.12%
Scotland +13 1 £45,000 -14.29% 1
East Midlands - 1 £55,000 - 1

For the 6 months to 23 September 2019, 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.

1 230 (98.71%) AWS
2 130 (55.79%) Python
3 121 (51.93%) Amazon DynamoDB
4 118 (50.64%) Serverless
5 112 (48.07%) AWS Lambda
6 107 (45.92%) DevOps
7 103 (44.21%) Agile Software Development
8 100 (42.92%) Amazon S3
9 76 (32.62%) Apache Spark
10 75 (32.19%) Scala
11 74 (31.76%) Node.js
12 73 (31.33%) Web Services
12 73 (31.33%) Amazon Athena
13 72 (30.90%) Amazon CloudWatch
14 65 (27.90%) JavaScript
15 64 (27.47%) Docker
15 64 (27.47%) Data Science
16 62 (26.61%) Java
17 61 (26.18%) Big Data
18 60 (25.75%) Kubernetes
19 59 (25.32%) Amazon Redshift
20 56 (24.03%) Apache Cassandra
21 54 (23.18%) Kafka
21 54 (23.18%) Azure
21 54 (23.18%) HTML
21 54 (23.18%) CSS
22 53 (22.75%) Splunk
23 49 (21.03%) Data Engineering
24 47 (20.17%) MongoDB
24 47 (20.17%) Continuous Integration

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 76 (32.62%) Apache Spark
2 46 (19.74%) Elasticsearch
3 34 (14.59%) Apache
4 15 (6.44%) Apache Pig
5 5 (2.15%) Apache Solr
5 5 (2.15%) nginx
6 4 (1.72%) Cloud Foundry
6 4 (1.72%) Jupyter
7 2 (0.86%) Apache Airflow
7 2 (0.86%) Confluence
8 1 (0.43%) Luigi
8 1 (0.43%) Oracle SOA Suite
Business Applications
1 1 (0.43%) Magento
Cloud Services
1 230 (98.71%) AWS
2 118 (50.64%) Serverless
3 112 (48.07%) AWS Lambda
4 100 (42.92%) Amazon S3
5 72 (30.90%) Amazon CloudWatch
6 54 (23.18%) Azure
7 43 (18.45%) Amazon EMR
8 39 (16.74%) Amazon ECS
9 38 (16.31%) GCP
10 36 (15.45%) PaaS
11 35 (15.02%) Amazon SQS
12 30 (12.88%) AWS CloudFormation
13 28 (12.02%) Amazon EC2
14 17 (7.30%) Cloud Computing
15 16 (6.87%) Amazon EKS
16 13 (5.58%) CloudFront
16 13 (5.58%) GitHub
17 10 (4.29%) SaaS
18 9 (3.86%) Azure Data Factory
19 6 (2.58%) AWS CodePipeline
Communications & Networking
1 23 (9.87%) HTTP
2 8 (3.43%) TCP/IP
3 5 (2.15%) Internet
3 5 (2.15%) SSL
4 4 (1.72%) Network Security
Database & Business Intelligence
1 121 (51.93%) Amazon DynamoDB
2 73 (31.33%) Amazon Athena
3 61 (26.18%) Big Data
4 59 (25.32%) Amazon Redshift
5 56 (24.03%) Apache Cassandra
6 47 (20.17%) MongoDB
7 46 (19.74%) Hadoop
8 35 (15.02%) NoSQL
9 29 (12.45%) HBase
10 28 (12.02%) Apache Hive
11 20 (8.58%) Redis
12 18 (7.73%) Impala
13 17 (7.30%) Data Lake
13 17 (7.30%) Relational Database
13 17 (7.30%) SQL Server
14 16 (6.87%) PostgreSQL
15 14 (6.01%) RDBMS
16 13 (5.58%) MySQL
17 12 (5.15%) Cosmos DB
18 11 (4.72%) Amazon RDS
Development Applications
1 38 (16.31%) Git (software)
2 35 (15.02%) Jenkins
3 19 (8.15%) JIRA
4 13 (5.58%) Selenium
5 9 (3.86%) Appium
6 8 (3.43%) Bitbucket
6 8 (3.43%) Vagrant
7 6 (2.58%) CircleCI
8 5 (2.15%) Maven
9 4 (1.72%) Ant
9 4 (1.72%) ReSharper
10 3 (1.29%) TeamCity
11 2 (0.86%) Artifactory
11 2 (0.86%) Atlassian Bamboo
11 2 (0.86%) Gatling
11 2 (0.86%) git-flow
11 2 (0.86%) GitLab
11 2 (0.86%) Gradle
11 2 (0.86%) JUnit
11 2 (0.86%) Octopus Deploy
General
1 18 (7.73%) Finance
2 10 (4.29%) Law
3 9 (3.86%) Retail
4 5 (2.15%) Public Sector
5 3 (1.29%) Publishing
6 2 (0.86%) Marketing
7 1 (0.43%) Banking
7 1 (0.43%) Games
7 1 (0.43%) German Language
Job Titles
1 81 (34.76%) Developer
2 47 (20.17%) Data Engineer
3 35 (15.02%) Cloud Developer
4 27 (11.59%) AWS Engineer
5 24 (10.30%) DevOps Engineer
5 24 (10.30%) Senior Data Engineer
6 23 (9.87%) Architect
7 21 (9.01%) Senior Developer
8 19 (8.15%) Consultant
9 18 (7.73%) Scala Developer
10 14 (6.01%) Senior Scala Developer
10 14 (6.01%) Software Engineer
11 12 (5.15%) Data Architect
12 11 (4.72%) AWS DevOps
12 11 (4.72%) AWS DevOps Engineer
12 11 (4.72%) Cloud Architect
13 10 (4.29%) AWS Architect
14 9 (3.86%) Senior DevOps
14 9 (3.86%) Senior DevOps Engineer
15 8 (3.43%) Backend Developer
Libraries, Frameworks & Software Standards
1 74 (31.76%) Node.js
2 73 (31.33%) Web Services
3 54 (23.18%) CSS
3 54 (23.18%) HTML
3 54 (23.18%) Kafka
4 33 (14.16%) Elastic Stack
5 29 (12.45%) Akka
6 28 (12.02%) REST
7 24 (10.30%) JSON
8 23 (9.87%) RESTful
8 23 (9.87%) Scalaz
9 18 (7.73%) Lambda Expressions
10 15 (6.44%) RabbitMQ
11 12 (5.15%) Spring
12 8 (3.43%) .NET
13 7 (3.00%) Apache NiFi
14 6 (2.58%) AngularJS
14 6 (2.58%) Memcached
14 6 (2.58%) Sass
14 6 (2.58%) Vert.x
Miscellaneous
1 15 (6.44%) Algorithms
1 15 (6.44%) Public Cloud
2 11 (4.72%) Cloud Native
3 7 (3.00%) Greenfield Project
4 6 (2.58%) User Experience
5 5 (2.15%) Internet of Things
6 4 (1.72%) Analytical Skills
6 4 (1.72%) Foreign Exchange (FX)
7 3 (1.29%) Data Structures
7 3 (1.29%) Social Media
8 2 (0.86%) Blog
8 2 (0.86%) Data Centre
8 2 (0.86%) Renewable Energy
9 1 (0.43%) Enterprise Software
9 1 (0.43%) Hybrid Cloud
9 1 (0.43%) Mobile App
9 1 (0.43%) MPEG
9 1 (0.43%) Private Cloud
9 1 (0.43%) Replication
9 1 (0.43%) Video\Live Streaming
Operating Systems
1 45 (19.31%) Linux
2 5 (2.15%) Android
2 5 (2.15%) Apple iOS
2 5 (2.15%) CentOS
2 5 (2.15%) Red Hat Enterprise Linux
2 5 (2.15%) Unix
3 4 (1.72%) Windows
4 2 (0.86%) Embedded Linux
4 2 (0.86%) Mac OS
4 2 (0.86%) Windows Server
Processes & Methodologies
1 107 (45.92%) DevOps
2 103 (44.21%) Agile Software Development
3 64 (27.47%) Data Science
4 49 (21.03%) Data Engineering
5 47 (20.17%) Continuous Integration
6 46 (19.74%) Test Automation
7 44 (18.88%) Microservices
8 42 (18.03%) Continuous Delivery
9 40 (17.17%) Machine Learning
10 37 (15.88%) Analytics
11 32 (13.73%) Computer Science
12 30 (12.88%) Mentoring
12 30 (12.88%) Scrum
13 29 (12.45%) Software Engineering
14 27 (11.59%) SDLC
15 26 (11.16%) TDD
16 24 (10.30%) Continuous Improvement
16 24 (10.30%) Functional Programming
17 21 (9.01%) Infrastructure as Code
18 20 (8.58%) Deployment Automation
Programming Languages
1 130 (55.79%) Python
2 75 (32.19%) Scala
3 65 (27.90%) JavaScript
4 62 (26.61%) Java
5 39 (16.74%) SQL
6 12 (5.15%) Bash Shell
6 12 (5.15%) Go
7 11 (4.72%) Java 8
8 10 (4.29%) Clojure
9 8 (3.43%) C#
9 8 (3.43%) R
10 4 (1.72%) ES6
10 4 (1.72%) F#
11 3 (1.29%) Kotlin
11 3 (1.29%) PL/SQL
11 3 (1.29%) PowerShell
12 2 (0.86%) Objective-C
12 2 (0.86%) PHP
12 2 (0.86%) Ruby
13 1 (0.43%) Perl
Qualifications
1 8 (3.43%) Computer Science Degree
1 8 (3.43%) Degree
2 2 (0.86%) Security Cleared
3 1 (0.43%) AWS Certification
Quality Assurance & Compliance
1 13 (5.58%) QA
2 2 (0.86%) NCSC
2 2 (0.86%) PCI DSS
3 1 (0.43%) Data Quality
System Software
1 64 (27.47%) Docker
2 14 (6.01%) HDFS
3 7 (3.00%) Apache ZooKeeper
4 5 (2.15%) Apache Flume
4 5 (2.15%) OpenSSH
5 1 (0.43%) Active Directory
Systems Management
1 60 (25.75%) Kubernetes
2 30 (12.88%) Terraform
3 28 (12.02%) Kibana
3 28 (12.02%) logstash
4 26 (11.16%) Ansible
5 24 (10.30%) Puppet
6 22 (9.44%) Opscode Chef
7 17 (7.30%) Hadoop YARN
7 17 (7.30%) Packer
8 12 (5.15%) Oozie
9 8 (3.43%) Salt
10 7 (3.00%) Prometheus
10 7 (3.00%) StatsD
11 6 (2.58%) Istio
11 6 (2.58%) linkerd
11 6 (2.58%) Rancher
12 4 (1.72%) Mesos
13 2 (0.86%) Grafana
14 1 (0.43%) Consul
14 1 (0.43%) Graphite
Vendors
1 53 (22.75%) Splunk
2 14 (6.01%) Google
3 13 (5.58%) Databricks
4 12 (5.15%) Dynatrace
5 11 (4.72%) Cloudera
5 11 (4.72%) Oracle
6 5 (2.15%) New Relic
6 5 (2.15%) Tableau
7 4 (1.72%) AppDynamics
7 4 (1.72%) Hortonworks
7 4 (1.72%) Informatica
7 4 (1.72%) MapR
7 4 (1.72%) Salesforce.com
8 3 (1.29%) Teradata
9 2 (0.86%) Cognizant
10 1 (0.43%) Axway
10 1 (0.43%) DocuSign
10 1 (0.43%) Marketo
10 1 (0.43%) Microsoft
10 1 (0.43%) Netezza