Period
to 17 January 2018

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 17 January 2018 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK > England
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 981 1077 1199
Rank change year-on-year +96 +122 +56
Permanent jobs citing Amazon Kinesis 164 77 50
As % of all permanent IT jobs advertised in England 0.10% 0.046% 0.026%
As % of the Cloud Services category 0.51% 0.34% 0.26%
Number of salaries quoted 136 72 43
England median annual salary £70,000 £65,000 £54,000
Median salary % change year-on-year +7.69% +20.37% -10.00%
10th Percentile £46,250 £52,500 £42,000
90th Percentile £97,500 £93,750 £92,500
UK median annual salary £70,000 £65,000 £52,000
% change year-on-year +7.69% +25.00% +9.47%

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 32,166 22,730 19,307
As % of all permanent IT jobs advertised in England 19.83% 13.54% 9.99%
Number of salaries quoted 26,934 19,161 16,409
England median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% +5.26%
10th Percentile £28,000 £28,500 £27,500
90th Percentile £82,500 £80,000 £78,750
UK median annual salary £52,500 £50,500 £50,000
% change year-on-year +3.96% +1.00% +5.26%

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 17 January 2018.

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 17 January 2018. 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 +43 93 £75,000 +15.38% 27
South West - 49 £50,000 - 3
North of England +19 11 £45,000 - 1
North West +7 11 £45,000 - 1
East of England +24 6 £72,500 +31.82% 2
South East +19 5 - - 1
Amazon Kinesis
UK

For the 6 months to 17 January 2018, IT jobs citing Amazon Kinesis also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Amazon Kinesis.

1 149 (90.85%) Amazon AWS
2 93 (56.71%) Python
2 93 (56.71%) Amazon Redshift
3 92 (56.10%) Apache Spark
4 88 (53.66%) Java
5 72 (43.90%) Agile Software Development
6 69 (42.07%) Docker
7 66 (40.24%) AWS Lambda
8 64 (39.02%) DevOps
9 63 (38.41%) Scala
9 63 (38.41%) Big Data
10 62 (37.80%) Serverless
11 60 (36.59%) Analytics
12 59 (35.98%) SQL
13 56 (34.15%) Software Engineering
14 54 (32.93%) Kafka
14 54 (32.93%) Amazon S3
15 52 (31.71%) ETL
15 52 (31.71%) Amazon EMR
16 46 (28.05%) Hadoop
16 46 (28.05%) NoSQL
17 45 (27.44%) Open Source
18 44 (26.83%) Amazon EC2
19 41 (25.00%) Amazon DynamoDB
20 40 (24.39%) Elasticsearch
21 38 (23.17%) BigQuery
22 37 (22.56%) C#
23 36 (21.95%) MongoDB
23 36 (21.95%) Amazon Athena
24 35 (21.34%) Machine Learning

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 92 (56.10%) Apache Spark
2 40 (24.39%) Elasticsearch
3 13 (7.93%) SAS
4 11 (6.71%) Apache Pig
5 8 (4.88%) Apache Solr
5 8 (4.88%) nginx
6 7 (4.27%) Jetty
7 6 (3.66%) Apache
8 5 (3.05%) Apache Airflow
9 1 (0.61%) Cloud Foundry
9 1 (0.61%) JBoss
9 1 (0.61%) Luigi
9 1 (0.61%) Tomcat
9 1 (0.61%) WebLogic
Applications
1 13 (7.93%) SPSS
2 1 (0.61%) HipChat
Cloud Services
1 149 (90.85%) Amazon AWS
2 66 (40.24%) AWS Lambda
3 62 (37.80%) Serverless
4 54 (32.93%) Amazon S3
5 52 (31.71%) Amazon EMR
6 44 (26.83%) Amazon EC2
7 31 (18.90%) GitHub
8 30 (18.29%) Amazon SQS
9 26 (15.85%) Microsoft Azure
10 24 (14.63%) AWS CloudFormation
11 20 (12.20%) Route 53
12 19 (11.59%) Amazon CloudWatch
12 19 (11.59%) Virtual Private Cloud
13 17 (10.37%) SaaS
14 16 (9.76%) AWS CloudTrail
15 13 (7.93%) Google Cloud Platform
16 9 (5.49%) Amazon ElastiCache
17 7 (4.27%) CloudFront
17 7 (4.27%) Slack
18 6 (3.66%) AWS Elastic Beanstalk
Communications & Networking
1 9 (5.49%) VPN
2 6 (3.66%) SAN
3 3 (1.83%) VoIP
4 2 (1.22%) AMQP
4 2 (1.22%) Internet
4 2 (1.22%) SMS
5 1 (0.61%) DNS
5 1 (0.61%) Firewall
5 1 (0.61%) HTTP
5 1 (0.61%) MQTT
5 1 (0.61%) Software-Defined Networking
5 1 (0.61%) SSL
5 1 (0.61%) TCP/IP
Database & Business Intelligence
1 93 (56.71%) Amazon Redshift
2 63 (38.41%) Big Data
3 46 (28.05%) Hadoop
3 46 (28.05%) NoSQL
4 41 (25.00%) Amazon DynamoDB
5 38 (23.17%) BigQuery
6 36 (21.95%) Amazon Athena
6 36 (21.95%) MongoDB
7 27 (16.46%) Apache Cassandra
8 24 (14.63%) Spotfire
9 23 (14.02%) Data Warehouse
9 23 (14.02%) PostgreSQL
10 20 (12.20%) Apache Hive
11 19 (11.59%) Impala
12 18 (10.98%) HBase
13 16 (9.76%) Neo4j
14 15 (9.15%) Amazon RDS
15 14 (8.54%) Data Lake
15 14 (8.54%) MySQL
16 13 (7.93%) SQL Server
Development Applications
1 23 (14.02%) Jenkins
2 15 (9.15%) JIRA
3 12 (7.32%) GoCD
4 11 (6.71%) Git (software)
5 7 (4.27%) Gradle
5 7 (4.27%) Travis CI
6 5 (3.05%) webpack
7 4 (2.44%) Atlassian Bamboo
7 4 (2.44%) Selenium
8 3 (1.83%) JUnit
9 2 (1.22%) Ant
9 2 (1.22%) CircleCI
9 2 (1.22%) Cucumber
9 2 (1.22%) Eclipse
9 2 (1.22%) Grunt
9 2 (1.22%) Maven
9 2 (1.22%) Vagrant
10 1 (0.61%) Gatling
10 1 (0.61%) Karma Test Runner
10 1 (0.61%) Sublime Text
General
1 19 (11.59%) Electronics
2 15 (9.15%) Finance
3 8 (4.88%) Marketing
3 8 (4.88%) Telecoms
4 4 (2.44%) Advertising
4 4 (2.44%) Manufacturing
5 3 (1.83%) Banking
6 1 (0.61%) Games
6 1 (0.61%) Pharmaceutical
Job Titles
1 50 (30.49%) AWS Engineer
2 46 (28.05%) Data Engineer
3 28 (17.07%) DevOps Engineer
4 24 (14.63%) Software Engineer
5 17 (10.37%) AWS DevOps
5 17 (10.37%) Cloud Engineer
5 17 (10.37%) Developer
6 16 (9.76%) AWS DevOps Engineer
6 16 (9.76%) Senior Data Engineer
7 13 (7.93%) Java Engineer
8 12 (7.32%) AWS Software Engineer
8 12 (7.32%) Cloud Software Engineer
8 12 (7.32%) Hadoop Engineer
9 11 (6.71%) Java Software Engineer
10 10 (6.10%) Big Data Engineer
10 10 (6.10%) Python Software Engineer
10 10 (6.10%) Senior Developer
11 9 (5.49%) Senior Hadoop Engineer
11 9 (5.49%) Technical Leader
12 8 (4.88%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 54 (32.93%) Kafka
2 28 (17.07%) Node.js
3 25 (15.24%) React
4 24 (14.63%) HTML
5 23 (14.02%) HTML5
6 21 (12.80%) MLlib
6 21 (12.80%) Pandas
7 20 (12.20%) Web Services
8 18 (10.98%) CSS
9 16 (9.76%) RabbitMQ
10 15 (9.15%) AngularJS
11 14 (8.54%) RESTful
12 13 (7.93%) D3.js
13 12 (7.32%) Spring
14 9 (5.49%) .NET
14 9 (5.49%) Django
15 7 (4.27%) Akka
16 6 (3.66%) Flask
16 6 (3.66%) Sass
16 6 (3.66%) Velocity
Miscellaneous
1 31 (18.90%) User Experience
2 21 (12.80%) Clustering
3 15 (9.15%) Algorithms
4 13 (7.93%) Internet of Things
5 8 (4.88%) Cloud Native
5 8 (4.88%) Social Media
6 7 (4.27%) Data Centre
6 7 (4.27%) Fintech
7 6 (3.66%) Computer Science
7 6 (3.66%) Digital TV
7 6 (3.66%) Virtual Team
8 5 (3.05%) BBC
8 5 (3.05%) Management Information System
8 5 (3.05%) STB
9 4 (2.44%) Mobile App
9 4 (2.44%) Tandem
10 3 (1.83%) Linux Command Line
10 3 (1.83%) Public Cloud
11 2 (1.22%) Industrial Internet of Things
12 1 (0.61%) Infotainment
Operating Systems
1 31 (18.90%) Linux
2 15 (9.15%) Unix
3 10 (6.10%) CentOS
4 6 (3.66%) Data ONTAP
5 5 (3.05%) Ubuntu
6 1 (0.61%) Android
6 1 (0.61%) Apple iOS
6 1 (0.61%) Red Hat Enterprise Linux
6 1 (0.61%) Windows
6 1 (0.61%) Windows Server
Processes & Methodologies
1 72 (43.90%) Agile Software Development
2 64 (39.02%) DevOps
3 60 (36.59%) Analytics
4 56 (34.15%) Software Engineering
5 52 (31.71%) ETL
6 45 (27.44%) Open Source
7 35 (21.34%) Machine Learning
8 34 (20.73%) Microservices
9 33 (20.12%) Data Engineering
9 33 (20.12%) Scrum
10 30 (18.29%) Continuous Delivery
11 29 (17.68%) Coaching
11 29 (17.68%) MapReduce
12 27 (16.46%) Visualisation
13 26 (15.85%) Data Visualisation
14 24 (14.63%) Data Analytics
14 24 (14.63%) TDD
15 19 (11.59%) BDD
16 17 (10.37%) Business Intelligence
16 17 (10.37%) Data Analysis
Programming Languages
1 93 (56.71%) Python
2 88 (53.66%) Java
3 63 (38.41%) Scala
4 59 (35.98%) SQL
5 37 (22.56%) C#
6 30 (18.29%) JavaScript
7 20 (12.20%) R
8 18 (10.98%) Go
9 16 (9.76%) C++
10 12 (7.32%) Ruby
11 10 (6.10%) Bash Shell
12 7 (4.27%) Clojure
13 5 (3.05%) F#
13 5 (3.05%) Perl
14 4 (2.44%) ES6
15 3 (1.83%) PHP
16 2 (1.22%) T-SQL
17 1 (0.61%) C
17 1 (0.61%) Groovy
17 1 (0.61%) PowerShell
Qualifications
1 15 (9.15%) AWS Certification
2 7 (4.27%) Degree
3 4 (2.44%) PhD
4 1 (0.61%) Computer Science Degree
Quality Assurance & Compliance
1 13 (7.93%) Data Quality
2 10 (6.10%) QA
3 1 (0.61%) GDPR
System Software
1 69 (42.07%) Docker
2 9 (5.49%) HDFS
3 6 (3.66%) Virtual Machines
4 4 (2.44%) Apache Flume
5 1 (0.61%) Apache ZooKeeper
5 1 (0.61%) LXC
Systems Management
1 34 (20.73%) Terraform
2 19 (11.59%) Ansible
3 15 (9.15%) Kubernetes
3 15 (9.15%) Puppet
4 10 (6.10%) Opscode Chef
5 5 (3.05%) Mesos
6 4 (2.44%) Hadoop YARN
6 4 (2.44%) Oozie
7 3 (1.83%) Grafana
7 3 (1.83%) Packer
8 2 (1.22%) linkerd
9 1 (0.61%) Consul
9 1 (0.61%) Docker Swarm
9 1 (0.61%) Graphite
9 1 (0.61%) Kibana
9 1 (0.61%) logstash
9 1 (0.61%) Prometheus
9 1 (0.61%) rkt
Vendors
1 24 (14.63%) Tableau
2 17 (10.37%) Cloudera
3 15 (9.15%) Atlassian
4 14 (8.54%) Google
5 13 (7.93%) Alteryx
5 13 (7.93%) Informatica
5 13 (7.93%) Netezza
5 13 (7.93%) Oracle
5 13 (7.93%) Talend
5 13 (7.93%) Teradata
6 11 (6.71%) Red Hat
7 7 (4.27%) SAP
8 6 (3.66%) Databricks
8 6 (3.66%) NetApp
8 6 (3.66%) VMware
9 5 (3.05%) Arqiva
9 5 (3.05%) BT
9 5 (3.05%) Microsoft
10 4 (2.44%) Hortonworks
10 4 (2.44%) MapR