Period
to 21 January 2018

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

Amazon Kinesis
UK
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 1012 1102 1232
Rank change year-on-year +90 +130 +76
Permanent jobs citing Amazon Kinesis 167 78 52
As % of all permanent IT jobs advertised in the UK 0.097% 0.044% 0.025%
As % of the Cloud Services category 0.49% 0.33% 0.25%
Number of salaries quoted 141 72 44
UK median annual salary £70,000 £65,000 £54,500
Median salary % change year-on-year +7.69% +19.27% +17.84%
10th Percentile £46,250 £52,500 £42,900
90th Percentile £97,500 £94,875 £92,500
UK excluding London median annual salary £50,000 £60,000 -
% change year-on-year -16.67% - -

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 34,271 23,798 20,671
As % of all permanent IT jobs advertised in the UK 19.94% 13.53% 9.92%
Number of salaries quoted 28,385 19,958 17,389
UK median annual salary £52,500 £50,002 £50,000
Median salary % change year-on-year +5.00% +0.00% +5.26%
10th Percentile £27,750 £28,250 £27,500
90th Percentile £82,325 £80,000 £78,750
UK excluding London median annual salary £45,000 £45,000 £43,500
% change year-on-year - +3.45% +2.35%

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 21 January 2018.

Salary histogram for Amazon Kinesis in the UK

Amazon Kinesis
Top 9 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 21 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
England +104 166 £70,000 +7.69% 35
London +28 94 £75,000 +15.38% 26
UK excluding London +74 73 £50,000 -16.67% 9
South West - 49 £50,000 - 2
North of England +18 11 £45,000 - 2
North West +4 11 £45,000 - 2
South East +16 6 £52,500 -19.23% 1
East of England +15 6 £72,500 +31.82% 2
Scotland - 1 £70,000 -

For the 6 months to 21 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 with a requirement for Amazon Kinesis.

1 153 (91.62%) Amazon AWS
2 94 (56.29%) Python
3 93 (55.69%) Amazon Redshift
4 92 (55.09%) Apache Spark
5 89 (53.29%) Java
6 74 (44.31%) Agile Software Development
7 71 (42.51%) Docker
8 67 (40.12%) AWS Lambda
9 66 (39.52%) DevOps
10 65 (38.92%) Scala
11 64 (38.32%) Big Data
12 63 (37.72%) Serverless
13 61 (36.53%) Analytics
13 61 (36.53%) SQL
14 58 (34.73%) Software Engineering
15 54 (32.34%) ETL
15 54 (32.34%) Amazon S3
15 54 (32.34%) Amazon EMR
16 53 (31.74%) Kafka
17 48 (28.74%) NoSQL
17 48 (28.74%) Hadoop
18 46 (27.54%) Open Source
19 45 (26.95%) Amazon EC2
20 41 (24.55%) Amazon DynamoDB
20 41 (24.55%) Elasticsearch
21 39 (23.35%) BigQuery
22 38 (22.75%) C#
23 37 (22.16%) Amazon Athena
24 36 (21.56%) MongoDB
24 36 (21.56%) Machine Learning

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 92 (55.09%) Apache Spark
2 41 (24.55%) Elasticsearch
3 14 (8.38%) SAS
4 12 (7.19%) Apache Pig
5 8 (4.79%) Apache Solr
5 8 (4.79%) nginx
6 7 (4.19%) Apache
6 7 (4.19%) Jetty
7 5 (2.99%) Apache Airflow
8 1 (0.60%) Cloud Foundry
8 1 (0.60%) JBoss
8 1 (0.60%) Luigi
8 1 (0.60%) Tomcat
8 1 (0.60%) WebLogic
Applications
1 13 (7.78%) SPSS
2 1 (0.60%) HipChat
Cloud Services
1 153 (91.62%) Amazon AWS
2 67 (40.12%) AWS Lambda
3 63 (37.72%) Serverless
4 54 (32.34%) Amazon EMR
4 54 (32.34%) Amazon S3
5 45 (26.95%) Amazon EC2
6 32 (19.16%) Amazon SQS
6 32 (19.16%) GitHub
7 27 (16.17%) Microsoft Azure
8 25 (14.97%) AWS CloudFormation
9 21 (12.57%) Route 53
10 20 (11.98%) Amazon CloudWatch
10 20 (11.98%) Virtual Private Cloud
11 17 (10.18%) AWS CloudTrail
12 16 (9.58%) SaaS
13 13 (7.78%) Google Cloud Platform
14 9 (5.39%) Amazon ElastiCache
15 7 (4.19%) CloudFront
15 7 (4.19%) Slack
16 6 (3.59%) Azure Active Directory
Communications & Networking
1 10 (5.99%) VPN
2 6 (3.59%) SAN
3 3 (1.80%) VoIP
4 2 (1.20%) AMQP
4 2 (1.20%) Internet
4 2 (1.20%) SMS
5 1 (0.60%) DNS
5 1 (0.60%) Firewall
5 1 (0.60%) HTTP
5 1 (0.60%) MQTT
5 1 (0.60%) Software-Defined Networking
5 1 (0.60%) SSL
5 1 (0.60%) TCP/IP
Database & Business Intelligence
1 93 (55.69%) Amazon Redshift
2 64 (38.32%) Big Data
3 48 (28.74%) Hadoop
3 48 (28.74%) NoSQL
4 41 (24.55%) Amazon DynamoDB
5 39 (23.35%) BigQuery
6 37 (22.16%) Amazon Athena
7 36 (21.56%) MongoDB
8 27 (16.17%) Apache Cassandra
9 25 (14.97%) Spotfire
10 24 (14.37%) Data Warehouse
11 22 (13.17%) PostgreSQL
12 20 (11.98%) Apache Hive
12 20 (11.98%) Impala
13 19 (11.38%) HBase
14 15 (8.98%) Amazon RDS
14 15 (8.98%) Neo4j
15 14 (8.38%) Data Lake
15 14 (8.38%) Presto
15 14 (8.38%) SAS Visual Analytics
Development Applications
1 23 (13.77%) Jenkins
2 16 (9.58%) JIRA
3 12 (7.19%) Git (software)
3 12 (7.19%) GoCD
4 7 (4.19%) Gradle
4 7 (4.19%) Travis CI
5 5 (2.99%) webpack
6 4 (2.40%) Atlassian Bamboo
6 4 (2.40%) Selenium
7 3 (1.80%) JUnit
8 2 (1.20%) Ant
8 2 (1.20%) CircleCI
8 2 (1.20%) Cucumber
8 2 (1.20%) Eclipse
8 2 (1.20%) Grunt
8 2 (1.20%) Maven
8 2 (1.20%) Vagrant
9 1 (0.60%) Babel
9 1 (0.60%) Gatling
9 1 (0.60%) Karma Test Runner
General
1 20 (11.98%) Electronics
2 16 (9.58%) Finance
3 8 (4.79%) Marketing
3 8 (4.79%) Telecoms
4 4 (2.40%) Advertising
4 4 (2.40%) Manufacturing
5 3 (1.80%) Banking
6 1 (0.60%) Games
6 1 (0.60%) Pharmaceutical
Job Titles
1 52 (31.14%) AWS Engineer
2 46 (27.54%) Data Engineer
3 29 (17.37%) DevOps Engineer
4 24 (14.37%) Software Engineer
5 18 (10.78%) AWS DevOps
5 18 (10.78%) Developer
6 17 (10.18%) AWS DevOps Engineer
6 17 (10.18%) Cloud Engineer
6 17 (10.18%) Senior Data Engineer
7 13 (7.78%) Hadoop Engineer
7 13 (7.78%) Java Engineer
8 12 (7.19%) AWS Software Engineer
8 12 (7.19%) Cloud Software Engineer
9 11 (6.59%) Big Data Engineer
9 11 (6.59%) Java Software Engineer
10 10 (5.99%) Python Software Engineer
10 10 (5.99%) Senior Developer
10 10 (5.99%) Senior Hadoop Engineer
11 9 (5.39%) Technical Leader
12 8 (4.79%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 53 (31.74%) Kafka
2 28 (16.77%) Node.js
3 25 (14.97%) React
4 24 (14.37%) HTML
5 23 (13.77%) HTML5
5 23 (13.77%) Pandas
6 22 (13.17%) MLlib
7 20 (11.98%) Web Services
8 18 (10.78%) CSS
9 16 (9.58%) RabbitMQ
10 15 (8.98%) AngularJS
11 14 (8.38%) RESTful
12 13 (7.78%) D3.js
13 12 (7.19%) Spring
14 9 (5.39%) .NET
14 9 (5.39%) Django
15 7 (4.19%) Akka
16 6 (3.59%) Flask
16 6 (3.59%) Sass
16 6 (3.59%) Velocity
Miscellaneous
1 32 (19.16%) User Experience
2 22 (13.17%) Clustering
3 16 (9.58%) Algorithms
4 13 (7.78%) Internet of Things
5 8 (4.79%) Cloud Native
5 8 (4.79%) Data Centre
5 8 (4.79%) Social Media
6 7 (4.19%) Computer Science
6 7 (4.19%) Fintech
7 6 (3.59%) Digital TV
7 6 (3.59%) Management Information System
8 5 (2.99%) BBC
8 5 (2.99%) STB
8 5 (2.99%) Virtual Team
9 4 (2.40%) Mobile App
9 4 (2.40%) Tandem
10 3 (1.80%) Linux Command Line
10 3 (1.80%) Public Cloud
11 2 (1.20%) Analytical Skills
12 1 (0.60%) Infotainment
Operating Systems
1 32 (19.16%) Linux
2 16 (9.58%) Unix
3 10 (5.99%) CentOS
4 6 (3.59%) Data ONTAP
5 5 (2.99%) Ubuntu
6 1 (0.60%) Android
6 1 (0.60%) Apple iOS
6 1 (0.60%) Red Hat Enterprise Linux
6 1 (0.60%) Windows
6 1 (0.60%) Windows Server
Processes & Methodologies
1 74 (44.31%) Agile Software Development
2 66 (39.52%) DevOps
3 61 (36.53%) Analytics
4 58 (34.73%) Software Engineering
5 54 (32.34%) ETL
6 46 (27.54%) Open Source
7 36 (21.56%) Machine Learning
8 34 (20.36%) Data Engineering
8 34 (20.36%) Microservices
8 34 (20.36%) Scrum
9 31 (18.56%) Continuous Delivery
10 30 (17.96%) Coaching
10 30 (17.96%) MapReduce
11 28 (16.77%) Visualisation
12 27 (16.17%) Data Visualisation
13 25 (14.97%) Data Analytics
14 24 (14.37%) TDD
15 19 (11.38%) BDD
15 19 (11.38%) Business Intelligence
15 19 (11.38%) Data Analysis
Programming Languages
1 94 (56.29%) Python
2 89 (53.29%) Java
3 65 (38.92%) Scala
4 61 (36.53%) SQL
5 38 (22.75%) C#
6 31 (18.56%) JavaScript
7 20 (11.98%) R
8 18 (10.78%) Go
9 17 (10.18%) C++
10 12 (7.19%) Ruby
11 10 (5.99%) Bash Shell
12 7 (4.19%) Clojure
13 5 (2.99%) F#
13 5 (2.99%) Perl
14 4 (2.40%) ES6
15 3 (1.80%) PHP
16 2 (1.20%) T-SQL
17 1 (0.60%) C
17 1 (0.60%) Erlang
17 1 (0.60%) Haskell
Qualifications
1 16 (9.58%) AWS Certification
2 7 (4.19%) Degree
3 5 (2.99%) PhD
4 1 (0.60%) Computer Science Degree
Quality Assurance & Compliance
1 13 (7.78%) Data Quality
2 10 (5.99%) QA
3 1 (0.60%) GDPR
System Software
1 71 (42.51%) Docker
2 9 (5.39%) HDFS
3 6 (3.59%) Virtual Machines
4 4 (2.40%) Apache Flume
5 1 (0.60%) Apache ZooKeeper
5 1 (0.60%) LXC
Systems Management
1 34 (20.36%) Terraform
2 20 (11.98%) Ansible
3 15 (8.98%) Kubernetes
3 15 (8.98%) Puppet
4 10 (5.99%) Opscode Chef
5 5 (2.99%) Mesos
6 4 (2.40%) Hadoop YARN
6 4 (2.40%) Oozie
7 3 (1.80%) Grafana
7 3 (1.80%) Packer
8 2 (1.20%) linkerd
9 1 (0.60%) Consul
9 1 (0.60%) Docker Swarm
9 1 (0.60%) Graphite
9 1 (0.60%) Kibana
9 1 (0.60%) logstash
9 1 (0.60%) Prometheus
9 1 (0.60%) rkt
Vendors
1 26 (15.57%) Tableau
2 18 (10.78%) Cloudera
3 16 (9.58%) Atlassian
4 14 (8.38%) Google
4 14 (8.38%) Oracle
4 14 (8.38%) Talend
5 13 (7.78%) Alteryx
5 13 (7.78%) Informatica
5 13 (7.78%) Netezza
5 13 (7.78%) Teradata
6 11 (6.59%) Red Hat
7 8 (4.79%) SAP
8 6 (3.59%) Databricks
8 6 (3.59%) NetApp
8 6 (3.59%) VMware
9 5 (2.99%) Arqiva
9 5 (2.99%) BT
9 5 (2.99%) Hortonworks
9 5 (2.99%) MapR
9 5 (2.99%) Microsoft