Period
to 17 November 2017

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 17 November 2017 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 1074 1144 1254
Rank change year-on-year +70 +110 +70
Permanent jobs citing Amazon Kinesis 129 80 38
As % of all permanent IT jobs advertised in the UK 0.072% 0.042% 0.017%
As % of the Cloud Services category 0.38% 0.32% 0.19%
Number of salaries quoted 99 74 31
UK median annual salary £67,500 £65,000 £50,000
Median salary % change year-on-year +3.85% +30.00% -13.04%
10th Percentile £46,250 £50,000 £37,750
90th Percentile £99,000 £94,625 £87,500
UK excluding London median annual salary £50,000 £55,000 £35,000
% change year-on-year -9.09% +57.14% -

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 33756 24748 20386
As % of all permanent IT jobs advertised in the UK 18.74% 13.01% 9.30%
Number of salaries quoted 27793 20837 16907
UK median annual salary £51,500 £50,000 £49,000
Median salary % change year-on-year +3.00% +2.04% +3.16%
10th Percentile £27,500 £28,250 £27,500
90th Percentile £80,000 £80,000 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +5.84%

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 17 November 2017.

Salary histogram for Amazon Kinesis in the UK

Amazon Kinesis
Top 8 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 17 November 2017. 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 +110 129 £67,500 +3.85% 13
London +23 85 £75,000 +15.38% 8
UK excluding London +82 44 £50,000 -9.09% 5
South West - 28 £50,000 - 1
East of England +16 9 £37,500 -31.82% 3
South East - 4 - - 1
North West - 3 £70,000 -
North of England - 3 £70,000 -

For the 6 months to 17 November 2017, 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.

1 111 (86.05%) Amazon AWS
2 73 (56.59%) Java
2 73 (56.59%) Amazon Redshift
3 72 (55.81%) Apache Spark
4 70 (54.26%) Python
5 52 (40.31%) Agile Software Development
6 48 (37.21%) Analytics
6 48 (37.21%) Docker
6 48 (37.21%) Serverless
7 47 (36.43%) Big Data
7 47 (36.43%) Software Engineering
8 46 (35.66%) AWS Lambda
9 43 (33.33%) Scala
10 41 (31.78%) Kafka
11 40 (31.01%) DevOps
12 39 (30.23%) Amazon S3
13 38 (29.46%) Hadoop
13 38 (29.46%) SQL
14 36 (27.91%) Amazon DynamoDB
15 33 (25.58%) Amazon EMR
15 33 (25.58%) Machine Learning
15 33 (25.58%) Amazon EC2
16 30 (23.26%) Terraform
16 30 (23.26%) Elasticsearch
16 30 (23.26%) ETL
17 29 (22.48%) Open Source
18 28 (21.71%) MongoDB
18 28 (21.71%) NoSQL
18 28 (21.71%) Node.js
19 27 (20.93%) Microservices

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 72 (55.81%) Apache Spark
2 30 (23.26%) Elasticsearch
3 8 (6.20%) Apache Solr
4 7 (5.43%) SAS
5 6 (4.65%) Apache Pig
5 6 (4.65%) Jetty
5 6 (4.65%) nginx
6 4 (3.10%) Apache Airflow
7 2 (1.55%) Apache
8 1 (0.78%) Cloud Foundry
Applications
1 7 (5.43%) SPSS
2 1 (0.78%) HipChat
Cloud Services
1 111 (86.05%) Amazon AWS
2 48 (37.21%) Serverless
3 46 (35.66%) AWS Lambda
4 39 (30.23%) Amazon S3
5 33 (25.58%) Amazon EC2
5 33 (25.58%) Amazon EMR
6 25 (19.38%) AWS CloudFormation
7 19 (14.73%) GitHub
8 17 (13.18%) Amazon SQS
9 16 (12.40%) Amazon CloudWatch
10 13 (10.08%) Microsoft Azure
11 12 (9.30%) Route 53
11 12 (9.30%) SaaS
11 12 (9.30%) Virtual Private Cloud
12 10 (7.75%) AWS CloudTrail
12 10 (7.75%) CloudFront
12 10 (7.75%) Slack
13 8 (6.20%) Amazon ElastiCache
13 8 (6.20%) Google Cloud Platform
14 6 (4.65%) AWS Elastic Beanstalk
Communications & Networking
1 4 (3.10%) VPN
2 2 (1.55%) AMQP
2 2 (1.55%) SAN
3 1 (0.78%) Broadband
3 1 (0.78%) DNS
3 1 (0.78%) Firewall
3 1 (0.78%) FTP
3 1 (0.78%) Internet
3 1 (0.78%) SMS
3 1 (0.78%) Software-Defined Networking
Database & Business Intelligence
1 73 (56.59%) Amazon Redshift
2 47 (36.43%) Big Data
3 38 (29.46%) Hadoop
4 36 (27.91%) Amazon DynamoDB
5 28 (21.71%) MongoDB
5 28 (21.71%) NoSQL
6 21 (16.28%) BigQuery
7 18 (13.95%) Apache Hive
7 18 (13.95%) PostgreSQL
8 16 (12.40%) Data Warehouse
9 14 (10.85%) Amazon RDS
9 14 (10.85%) Apache Cassandra
9 14 (10.85%) SQL Server
10 13 (10.08%) Data Lake
10 13 (10.08%) Redis
11 12 (9.30%) Impala
11 12 (9.30%) Spotfire
12 11 (8.53%) MySQL
13 10 (7.75%) Neo4j
14 7 (5.43%) HBase
Development Applications
1 20 (15.50%) Jenkins
2 10 (7.75%) Git (software)
2 10 (7.75%) JIRA
3 9 (6.98%) GoCD
4 8 (6.20%) Talend Open Studio
5 6 (4.65%) Gradle
5 6 (4.65%) Travis CI
6 4 (3.10%) Atlassian Bamboo
6 4 (3.10%) Bitbucket
6 4 (3.10%) CircleCI
6 4 (3.10%) webpack
7 3 (2.33%) Selenium
8 2 (1.55%) JUnit
8 2 (1.55%) Maven
9 1 (0.78%) Ant
9 1 (0.78%) Cucumber
9 1 (0.78%) Eclipse
9 1 (0.78%) Grunt
9 1 (0.78%) Mocha
9 1 (0.78%) Visual Studio
General
1 16 (12.40%) Finance
2 11 (8.53%) Marketing
3 10 (7.75%) Electronics
4 7 (5.43%) Retail
4 7 (5.43%) Telecoms
5 4 (3.10%) Advertising
5 4 (3.10%) Manufacturing
6 3 (2.33%) Banking
6 3 (2.33%) Games
Job Titles
1 32 (24.81%) AWS Engineer
1 32 (24.81%) Data Engineer
2 26 (20.16%) Software Engineer
3 20 (15.50%) Developer
4 18 (13.95%) DevOps Engineer
5 15 (11.63%) Cloud Engineer
6 12 (9.30%) AWS Software Engineer
7 11 (8.53%) AWS DevOps
8 10 (7.75%) AWS DevOps Engineer
8 10 (7.75%) Java Engineer
8 10 (7.75%) Senior Developer
9 9 (6.98%) Cloud Software Engineer
9 9 (6.98%) JavaScript Engineer
9 9 (6.98%) Python Software Engineer
10 8 (6.20%) Big Data Engineer
10 8 (6.20%) Data Manager
10 8 (6.20%) Java Software Engineer
10 8 (6.20%) Senior Data Engineer
11 7 (5.43%) Analytics Manager
11 7 (5.43%) Portfolio Manager
Libraries, Frameworks & Software Standards
1 41 (31.78%) Kafka
2 28 (21.71%) Node.js
3 17 (13.18%) React
4 14 (10.85%) Web Services
5 13 (10.08%) HTML
6 12 (9.30%) HTML5
6 12 (9.30%) RESTful
7 11 (8.53%) Spring
8 10 (7.75%) AngularJS
8 10 (7.75%) MLlib
8 10 (7.75%) Pandas
8 10 (7.75%) RabbitMQ
8 10 (7.75%) scikit-learn
8 10 (7.75%) TensorFlow
9 9 (6.98%) CSS
9 9 (6.98%) Django
10 8 (6.20%) Flask
11 7 (5.43%) D3.js
12 6 (4.65%) .NET
12 6 (4.65%) Akka
Miscellaneous
1 15 (11.63%) User Experience
2 10 (7.75%) Clustering
3 7 (5.43%) Algorithms
3 7 (5.43%) Cloud Native
3 7 (5.43%) Foreign Exchange (FX)
3 7 (5.43%) Internet of Things
3 7 (5.43%) Social Media
4 6 (4.65%) Digital TV
4 6 (4.65%) Fintech
4 6 (4.65%) Linux Command Line
4 6 (4.65%) Virtual Team
5 5 (3.88%) BBC
5 5 (3.88%) Management Information System
5 5 (3.88%) STB
6 4 (3.10%) CMDB
6 4 (3.10%) Mobile App
7 3 (2.33%) Computer Science
7 3 (2.33%) Data Centre
8 2 (1.55%) Analytical Skills
8 2 (1.55%) Public Cloud
Operating Systems
1 22 (17.05%) Linux
2 10 (7.75%) Unix
3 6 (4.65%) CentOS
4 4 (3.10%) Ubuntu
5 2 (1.55%) Android
5 2 (1.55%) Apple iOS
5 2 (1.55%) Data ONTAP
6 1 (0.78%) Red Hat Enterprise Linux
6 1 (0.78%) Windows Server
Processes & Methodologies
1 52 (40.31%) Agile Software Development
2 48 (37.21%) Analytics
3 47 (36.43%) Software Engineering
4 40 (31.01%) DevOps
5 33 (25.58%) Machine Learning
6 30 (23.26%) ETL
7 29 (22.48%) Open Source
8 27 (20.93%) Microservices
9 24 (18.60%) TDD
10 21 (16.28%) Business Intelligence
11 20 (15.50%) Scrum
12 18 (13.95%) Data Engineering
13 14 (10.85%) Coaching
13 14 (10.85%) Continuous Delivery
13 14 (10.85%) MapReduce
13 14 (10.85%) Visualisation
14 13 (10.08%) BDD
14 13 (10.08%) Configuration Management
14 13 (10.08%) Data Visualisation
15 12 (9.30%) Data Analytics
Programming Languages
1 73 (56.59%) Java
2 70 (54.26%) Python
3 43 (33.33%) Scala
4 38 (29.46%) SQL
5 24 (18.60%) C#
6 22 (17.05%) JavaScript
7 18 (13.95%) Go
8 13 (10.08%) C++
8 13 (10.08%) R
9 12 (9.30%) Ruby
10 7 (5.43%) Clojure
11 6 (4.65%) Bash Shell
12 5 (3.88%) F#
13 4 (3.10%) ES6
14 3 (2.33%) PHP
15 2 (1.55%) Apple Swift
15 2 (1.55%) T-SQL
16 1 (0.78%) PowerShell
16 1 (0.78%) Rust
Qualifications
1 10 (7.75%) AWS Certification
2 8 (6.20%) Degree
3 2 (1.55%) Computer Science Degree
Quality Assurance & Compliance
1 10 (7.75%) QA
2 7 (5.43%) Data Quality
3 5 (3.88%) GDPR
System Software
1 48 (37.21%) Docker
2 5 (3.88%) Virtual Machines
3 1 (0.78%) HDFS
3 1 (0.78%) LXC
Systems Management
1 30 (23.26%) Terraform
2 12 (9.30%) Ansible
3 8 (6.20%) Kubernetes
3 8 (6.20%) Opscode Chef
4 7 (5.43%) Puppet
5 2 (1.55%) Kibana
5 2 (1.55%) linkerd
5 2 (1.55%) Packer
6 1 (0.78%) Grafana
6 1 (0.78%) Hadoop YARN
6 1 (0.78%) Mesos
6 1 (0.78%) rkt
Vendors
1 19 (14.73%) Tableau
2 15 (11.63%) Cloudera
3 8 (6.20%) Google
3 8 (6.20%) Informatica
3 8 (6.20%) Salesforce.com
3 8 (6.20%) Talend
4 7 (5.43%) Alteryx
4 7 (5.43%) Netezza
4 7 (5.43%) Oracle
4 7 (5.43%) Red Hat
4 7 (5.43%) Teradata
5 6 (4.65%) Atlassian
6 5 (3.88%) Arqiva
6 5 (3.88%) BT
6 5 (3.88%) Databricks
6 5 (3.88%) Microsoft
6 5 (3.88%) SAP
7 2 (1.55%) NetApp
7 2 (1.55%) VMware
8 1 (0.78%) MapR