Period
to 18 August 2019

The following table provides summary statistics for permanent job vacancies advertised in England 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 August 2019 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK > England
6 months to
18 Aug 2019
Same period 2018 Same period 2017
Rank 814 931 1119
Rank change year-on-year +117 +188 +28
Permanent jobs citing Amazon Kinesis 233 216 73
As % of all permanent IT jobs advertised in England 0.18% 0.14% 0.044%
As % of the Cloud Services category 0.58% 0.56% 0.24%
Number of salaries quoted 184 162 54
England median annual salary £79,250 £70,000 £70,000
Median salary % change year-on-year +13.21% - +7.69%
10th Percentile £55,000 £47,500 £51,000
90th Percentile £96,750 £86,250 £85,250
UK median annual salary £77,500 £70,000 £70,000
% change year-on-year +10.71% - +7.69%

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 advertised in England with a requirement for cloud computing skills.

All Cloud Skills
England
Permanent vacancies with a requirement for cloud computing skills 40,428 38,768 30,344
As % of all permanent IT jobs advertised in England 30.85% 24.38% 18.22%
Number of salaries quoted 33,100 31,690 25,174
England median annual salary £55,000 £55,000 £50,000
Median salary % change year-on-year - +10.00% -
10th Percentile £30,000 £30,000 £28,500
90th Percentile £90,000 £85,000 £80,000
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Amazon Kinesis
Job Vacancy Trend in England

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

Job vacancy trend for Amazon Kinesis in England

Amazon Kinesis
Salary Trend in England

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

Salary trend for Amazon Kinesis in England

Amazon Kinesis
Salary Histogram in England

The salary distribution of IT jobs citing Amazon Kinesis in England over the 6 months to 18 August 2019.

Salary histogram for Amazon Kinesis in England

Amazon Kinesis
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Kinesis within the England region over the 6 months to 18 August 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
London +152 177 £80,000 +14.29% 24
North of England +34 26 £62,500 +42.86% 5
North West +55 24 £62,500 +56.25% 5
East of England +77 12 £77,500 +6.90% 4
South East +19 9 £57,500 +9.52% 6
Midlands +40 5 £45,000 -45.45%
South West -48 4 £52,500 -12.50% 3
West Midlands +16 3 £42,000 -49.09%
Yorkshire -12 2 £56,250 -29.69%
East Midlands - 2 £55,000 -
Amazon Kinesis
UK

For the 6 months to 18 August 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 across the England region with a requirement for Amazon Kinesis.

1 226 (97.00%) Amazon AWS
2 151 (64.81%) Python
3 124 (53.22%) Agile Software Development
4 121 (51.93%) Amazon DynamoDB
5 120 (51.50%) DevOps
5 120 (51.50%) Serverless
6 114 (48.93%) AWS Lambda
7 91 (39.06%) Amazon S3
8 85 (36.48%) Apache Spark
9 83 (35.62%) Node.js
9 83 (35.62%) Web Services
10 80 (34.33%) JavaScript
10 80 (34.33%) Amazon Athena
11 76 (32.62%) Scala
12 74 (31.76%) Amazon CloudWatch
13 72 (30.90%) Big Data
14 71 (30.47%) HTML
15 70 (30.04%) CSS
16 64 (27.47%) Java
16 64 (27.47%) Kafka
16 64 (27.47%) Splunk
17 63 (27.04%) Elasticsearch
18 62 (26.61%) Hadoop
19 61 (26.18%) Amazon Redshift
19 61 (26.18%) Data Science
20 52 (22.32%) Apache Cassandra
21 50 (21.46%) MongoDB
22 49 (21.03%) PaaS
22 49 (21.03%) Microsoft Azure
23 48 (20.60%) Continuous Integration

Amazon Kinesis
Co-occurring IT Skills in England 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 85 (36.48%) Apache Spark
2 63 (27.04%) Elasticsearch
3 29 (12.45%) Apache
4 28 (12.02%) Apache Pig
5 13 (5.58%) Apache Solr
6 6 (2.58%) Apache Airflow
7 4 (1.72%) Cloud Foundry
7 4 (1.72%) Confluence
7 4 (1.72%) Jupyter
7 4 (1.72%) Luigi
8 1 (0.43%) nginx
Business Applications
1 1 (0.43%) Magento
1 1 (0.43%) SAP MDG
Cloud Services
1 226 (97.00%) Amazon AWS
2 120 (51.50%) Serverless
3 114 (48.93%) AWS Lambda
4 91 (39.06%) Amazon S3
5 74 (31.76%) Amazon CloudWatch
6 49 (21.03%) Microsoft Azure
6 49 (21.03%) PaaS
7 48 (20.60%) Amazon ECS
8 44 (18.88%) Amazon EMR
9 38 (16.31%) Google Cloud Platform
10 29 (12.45%) AWS CloudFormation
11 23 (9.87%) Amazon SQS
12 21 (9.01%) Amazon EC2
13 18 (7.73%) Cloud Computing
14 15 (6.44%) Amazon EKS
15 10 (4.29%) GitHub
16 8 (3.43%) CloudFront
17 6 (2.58%) IaaS
17 6 (2.58%) Route 53
17 6 (2.58%) SaaS
Communications & Networking
1 16 (6.87%) HTTP
2 6 (2.58%) TCP/IP
3 5 (2.15%) Internet
4 3 (1.29%) Network Security
5 1 (0.43%) MQTT
5 1 (0.43%) SSL
Database & Business Intelligence
1 121 (51.93%) Amazon DynamoDB
2 80 (34.33%) Amazon Athena
3 72 (30.90%) Big Data
4 62 (26.61%) Hadoop
5 61 (26.18%) Amazon Redshift
6 52 (22.32%) Apache Cassandra
7 50 (21.46%) MongoDB
8 45 (19.31%) NoSQL
9 38 (16.31%) HBase
10 37 (15.88%) Apache Hive
11 21 (9.01%) Impala
11 21 (9.01%) SQL Server
12 16 (6.87%) Flink
13 15 (6.44%) BigQuery
14 13 (5.58%) Data Warehouse
15 12 (5.15%) Data Lake
15 12 (5.15%) Redis
16 11 (4.72%) Sqoop
17 10 (4.29%) Amazon RDS
17 10 (4.29%) Relational Database
Development Applications
1 39 (16.74%) Git (software)
2 35 (15.02%) Jenkins
3 19 (8.15%) JIRA
4 12 (5.15%) Selenium
5 8 (3.43%) Appium
5 8 (3.43%) Bitbucket
6 6 (2.58%) Vagrant
7 5 (2.15%) CircleCI
8 4 (1.72%) Ant
8 4 (1.72%) GitLab
8 4 (1.72%) Maven
9 3 (1.29%) ReSharper
9 3 (1.29%) TeamCity
10 2 (0.86%) git-flow
10 2 (0.86%) Octopus Deploy
11 1 (0.43%) JIRA Agile
11 1 (0.43%) Travis CI
11 1 (0.43%) webpack
General
1 14 (6.01%) Finance
1 14 (6.01%) Retail
2 13 (5.58%) Law
3 7 (3.00%) Public Sector
4 2 (0.86%) Marketing
4 2 (0.86%) Publishing
5 1 (0.43%) Banking
5 1 (0.43%) Games
5 1 (0.43%) German Language
Job Titles
1 69 (29.61%) Developer
2 52 (22.32%) Data Engineer
3 34 (14.59%) Cloud Developer
3 34 (14.59%) Consultant
4 27 (11.59%) AWS Engineer
4 27 (11.59%) Senior Data Engineer
5 20 (8.58%) Architect
6 18 (7.73%) DevOps Engineer
7 17 (7.30%) Senior Developer
7 17 (7.30%) Software Engineer
8 14 (6.01%) Scala Developer
8 14 (6.01%) Senior Scala Developer
9 13 (5.58%) Big Data Engineer
10 10 (4.29%) Data Architect
11 9 (3.86%) Cloud Consultant
12 8 (3.43%) AWS Architect
12 8 (3.43%) Cloud Architect
12 8 (3.43%) Senior Software Engineer
13 7 (3.00%) Cloud Engineer
13 7 (3.00%) Lead Software Engineer
Libraries, Frameworks & Software Standards
1 83 (35.62%) Node.js
1 83 (35.62%) Web Services
2 71 (30.47%) HTML
3 70 (30.04%) CSS
4 64 (27.47%) Kafka
5 47 (20.17%) Elastic Stack
6 22 (9.44%) REST
7 20 (8.58%) JSON
8 19 (8.15%) Akka
9 18 (7.73%) RESTful
10 16 (6.87%) Scalaz
11 14 (6.01%) Lambda Expressions
12 10 (4.29%) .NET
12 10 (4.29%) Apache NiFi
13 9 (3.86%) AngularJS
13 9 (3.86%) RabbitMQ
14 8 (3.43%) HTML5
15 7 (3.00%) React
16 6 (2.58%) ASP.NET
16 6 (2.58%) Sass
Miscellaneous
1 19 (8.15%) Cloud Native
2 13 (5.58%) Public Cloud
3 11 (4.72%) Algorithms
4 7 (3.00%) User Experience
5 5 (2.15%) Analytical Skills
5 5 (2.15%) Internet of Things
6 4 (1.72%) Foreign Exchange (FX)
7 3 (1.29%) Greenfield Project
8 2 (0.86%) Blog
8 2 (0.86%) Data Centre
8 2 (0.86%) Data Structures
8 2 (0.86%) Linked Data
8 2 (0.86%) Linux Command Line
8 2 (0.86%) Renewable Energy
9 1 (0.43%) Data Protection Act
9 1 (0.43%) Mobile App
9 1 (0.43%) MPEG
9 1 (0.43%) Replication
9 1 (0.43%) Social Media
9 1 (0.43%) Video\Live Streaming
Operating Systems
1 38 (16.31%) Linux
2 5 (2.15%) Unix
3 3 (1.29%) Android
3 3 (1.29%) Apple iOS
3 3 (1.29%) Windows
4 2 (0.86%) Mac OS
4 2 (0.86%) Mac OS X
4 2 (0.86%) Windows Server
5 1 (0.43%) CentOS
5 1 (0.43%) Red Hat Enterprise Linux
Processes & Methodologies
1 124 (53.22%) Agile Software Development
2 120 (51.50%) DevOps
3 61 (26.18%) Data Science
4 48 (20.60%) Continuous Integration
5 43 (18.45%) Analytics
6 40 (17.17%) Machine Learning
7 39 (16.74%) Continuous Delivery
8 38 (16.31%) Data Engineering
8 38 (16.31%) Microservices
8 38 (16.31%) Scrum
9 35 (15.02%) Test Automation
10 31 (13.30%) Software Engineering
10 31 (13.30%) TDD
11 29 (12.45%) SDLC
12 26 (11.16%) Computer Science
12 26 (11.16%) Continuous Improvement
12 26 (11.16%) Mentoring
12 26 (11.16%) Thought Leadership
13 24 (10.30%) MapReduce
14 21 (9.01%) Open Source
Programming Languages
1 151 (64.81%) Python
2 80 (34.33%) JavaScript
3 76 (32.62%) Scala
4 64 (27.47%) Java
5 48 (20.60%) SQL
6 12 (5.15%) Clojure
7 10 (4.29%) Bash Shell
8 8 (3.43%) Go
8 8 (3.43%) R
9 7 (3.00%) C#
10 4 (1.72%) ES6
10 4 (1.72%) PL/SQL
11 3 (1.29%) F#
11 3 (1.29%) Java 8
11 3 (1.29%) PHP
11 3 (1.29%) PowerShell
11 3 (1.29%) Ruby
12 1 (0.43%) Apple Swift
12 1 (0.43%) Kotlin
12 1 (0.43%) Perl
Qualifications
1 12 (5.15%) Degree
2 8 (3.43%) Computer Science Degree
3 3 (1.29%) Security Cleared
4 1 (0.43%) AWS Certification
4 1 (0.43%) SC Cleared
Quality Assurance & Compliance
1 13 (5.58%) QA
2 2 (0.86%) NCSC
System Software
1 42 (18.03%) Docker
2 12 (5.15%) Apache Flume
3 11 (4.72%) HDFS
4 10 (4.29%) Apache ZooKeeper
5 1 (0.43%) Active Directory
5 1 (0.43%) OpenSSH
Systems Management
1 39 (16.74%) Kibana
1 39 (16.74%) logstash
2 38 (16.31%) Kubernetes
3 27 (11.59%) Ansible
4 24 (10.30%) Terraform
5 21 (9.01%) Oozie
6 20 (8.58%) Hadoop YARN
7 18 (7.73%) Opscode Chef
8 15 (6.44%) Puppet
9 11 (4.72%) Packer
10 6 (2.58%) Salt
11 5 (2.15%) Prometheus
12 4 (1.72%) Mesos
13 3 (1.29%) Istio
13 3 (1.29%) linkerd
14 2 (0.86%) Grafana
14 2 (0.86%) Rancher
15 1 (0.43%) Consul
15 1 (0.43%) Graphite
15 1 (0.43%) StatsD
Vendors
1 64 (27.47%) Splunk
2 20 (8.58%) Cloudera
3 16 (6.87%) Databricks
4 15 (6.44%) Oracle
5 12 (5.15%) Dynatrace
6 10 (4.29%) Hortonworks
6 10 (4.29%) MapR
7 9 (3.86%) Google
8 5 (2.15%) Informatica
8 5 (2.15%) New Relic
9 4 (1.72%) AppDynamics
9 4 (1.72%) Salesforce.com
9 4 (1.72%) Tableau
9 4 (1.72%) Teradata
10 2 (0.86%) Cognizant
11 1 (0.43%) IBM
11 1 (0.43%) Microsoft
11 1 (0.43%) Netezza
11 1 (0.43%) SAP
11 1 (0.43%) Vertica