Period
to 24 September 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 24 September 2017 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK
6 months to
24 Sep 2017
Same period 2016 Same period 2015
Rank 1082 1145 1290
Rank change year-on-year +63 +145 +55
Permanent jobs citing Amazon Kinesis 82 90 23
As % of all permanent IT jobs advertised in the UK 0.047% 0.047% 0.010%
As % of the Cloud Services category 0.26% 0.37% 0.12%
Number of salaries quoted 63 81 16
UK median annual salary £70,000 £65,000 £50,000
Median salary % change year-on-year +7.69% +30.00% -13.04%
10th Percentile £50,200 £45,000 £35,000
90th Percentile £97,500 £95,000 £78,750
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 30978 24033 19792
As % of all permanent IT jobs advertised in the UK 17.77% 12.47% 8.98%
Number of salaries quoted 25509 20251 16203
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -
10th Percentile £28,000 £28,000 £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% +6.25%

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 24 September 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 24 September 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 +37 82 £70,000 +7.69% 11
London -4 60 £70,000 +7.69% 5
UK excluding London +78 22 £50,000 -9.09% 6
East of England +22 9 £37,500 -31.82% 1
South West - 8 £50,000 - 2
North of England +6 3 £70,000 +64.71%
North West -7 3 £70,000 -
South East - 2 - - 3

For the 6 months to 24 September 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 68 (82.93%) Amazon AWS
2 49 (59.76%) Apache Spark
3 44 (53.66%) Python
4 41 (50.00%) Amazon Redshift
5 36 (43.90%) Kafka
6 35 (42.68%) Analytics
7 30 (36.59%) Java
8 28 (34.15%) Software Engineering
9 25 (30.49%) SQL
9 25 (30.49%) Hadoop
10 23 (28.05%) Amazon EC2
10 23 (28.05%) Amazon S3
11 22 (26.83%) Big Data
12 21 (25.61%) Machine Learning
13 20 (24.39%) Docker
13 20 (24.39%) Elasticsearch
13 20 (24.39%) Business Intelligence
13 20 (24.39%) AWS Lambda
14 19 (23.17%) Marketing
15 18 (21.95%) JavaScript
15 18 (21.95%) Linux
15 18 (21.95%) Node.js
15 18 (21.95%) Scala
16 17 (20.73%) Jenkins
16 17 (20.73%) Serverless Framework
17 16 (19.51%) DevOps
17 16 (19.51%) MySQL
17 16 (19.51%) Agile Software Development
18 15 (18.29%) PostgreSQL
19 14 (17.07%) Impala

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 49 (59.76%) Apache Spark
2 20 (24.39%) Elasticsearch
3 13 (15.85%) Apache
4 8 (9.76%) Apache Airflow
5 4 (4.88%) Tomcat
6 3 (3.66%) SAS
7 2 (2.44%) Apache Solr
8 1 (1.22%) Apache Pig
8 1 (1.22%) Cloud Foundry
Applications
1 3 (3.66%) SPSS
Cloud Services
1 68 (82.93%) Amazon AWS
2 23 (28.05%) Amazon EC2
2 23 (28.05%) Amazon S3
3 20 (24.39%) AWS Lambda
4 13 (15.85%) Amazon EMR
5 11 (13.41%) AWS CloudFormation
6 8 (9.76%) AWS Elastic Beanstalk
7 7 (8.54%) Amazon SQS
8 6 (7.32%) Amazon ELB
9 5 (6.10%) Amazon CloudWatch
9 5 (6.10%) SaaS
10 4 (4.88%) CloudFront
10 4 (4.88%) Fastly
10 4 (4.88%) Google Cloud Platform
10 4 (4.88%) Slack
11 2 (2.44%) Heroku
11 2 (2.44%) PaaS
11 2 (2.44%) Route 53
11 2 (2.44%) Virtual Private Cloud
12 1 (1.22%) AWS OpsWorks
Communications & Networking
1 2 (2.44%) AMQP
1 2 (2.44%) SAN
1 2 (2.44%) VoIP
2 1 (1.22%) Broadband
2 1 (1.22%) DNS
2 1 (1.22%) Firewall
2 1 (1.22%) FTP
2 1 (1.22%) Internet
2 1 (1.22%) Software-Defined Networking
Database & Business Intelligence
1 41 (50.00%) Amazon Redshift
2 25 (30.49%) Hadoop
3 22 (26.83%) Big Data
4 16 (19.51%) MySQL
5 15 (18.29%) PostgreSQL
6 14 (17.07%) Amazon DynamoDB
6 14 (17.07%) Impala
7 13 (15.85%) Apache Hive
8 12 (14.63%) NoSQL
8 12 (14.63%) SQL Server
9 11 (13.41%) Redis
9 11 (13.41%) Relational Database
10 10 (12.20%) Apache Cassandra
11 8 (9.76%) Data Warehouse
11 8 (9.76%) MariaDB
11 8 (9.76%) MongoDB
11 8 (9.76%) Neo4j
12 7 (8.54%) RDBMS
13 6 (7.32%) OLAP
13 6 (7.32%) Presto
Development Applications
1 17 (20.73%) Jenkins
2 8 (9.76%) Git (software)
3 6 (7.32%) GoCD
4 4 (4.88%) Bitbucket
4 4 (4.88%) CircleCI
4 4 (4.88%) JIRA
4 4 (4.88%) Selenium
4 4 (4.88%) Subversion
4 4 (4.88%) Talend Open Studio
4 4 (4.88%) webpack
5 3 (3.66%) Maven
6 2 (2.44%) Atlassian Bamboo
7 1 (1.22%) Ant
7 1 (1.22%) Cucumber
7 1 (1.22%) Eclipse
7 1 (1.22%) JUnit
General
1 19 (23.17%) Marketing
2 8 (9.76%) Finance
2 8 (9.76%) Telecoms
3 3 (3.66%) Games
4 2 (2.44%) Banking
4 2 (2.44%) Electronics
4 2 (2.44%) Manufacturing
Job Titles
1 20 (24.39%) Software Engineer
2 19 (23.17%) Data Engineer
3 16 (19.51%) AWS Engineer
4 14 (17.07%) Developer
5 12 (14.63%) Python Software Engineer
6 9 (10.98%) JavaScript Engineer
7 8 (9.76%) Analytics Manager
7 8 (9.76%) AWS Software Engineer
7 8 (9.76%) Data Manager
7 8 (9.76%) DevOps Engineer
7 8 (9.76%) Portfolio Manager
8 7 (8.54%) Data Analytics Manager
9 6 (7.32%) AWS DevOps
10 5 (6.10%) AWS Developer
10 5 (6.10%) AWS DevOps Engineer
10 5 (6.10%) Full Stack Developer
10 5 (6.10%) Senior Developer
10 5 (6.10%) Senior Software Engineer
11 4 (4.88%) Cloud Engineer
11 4 (4.88%) Java Engineer
Libraries, Frameworks & Software Standards
1 36 (43.90%) Kafka
2 18 (21.95%) Node.js
3 17 (20.73%) Serverless Framework
4 14 (17.07%) React
5 13 (15.85%) Scrapy
6 12 (14.63%) GraphX
6 12 (14.63%) scikit-learn
6 12 (14.63%) TensorFlow
7 11 (13.41%) AngularJS
8 10 (12.20%) Flask
9 6 (7.32%) Django
9 6 (7.32%) Spring
9 6 (7.32%) Web Services
10 5 (6.10%) CSS
10 5 (6.10%) RabbitMQ
10 5 (6.10%) Sass
11 4 (4.88%) Backbone.js
11 4 (4.88%) HTML
11 4 (4.88%) Twitter Bootstrap
12 3 (3.66%) JSON
Miscellaneous
1 8 (9.76%) Foreign Exchange (FX)
2 7 (8.54%) User Experience
3 6 (7.32%) Linux Command Line
4 4 (4.88%) CMDB
4 4 (4.88%) Fintech
4 4 (4.88%) Greenfield Project
5 3 (3.66%) Algorithms
5 3 (3.66%) Data Centre
5 3 (3.66%) Management Information System
5 3 (3.66%) Mobile App
5 3 (3.66%) Virtual Team
6 2 (2.44%) Analytical Skills
6 2 (2.44%) Cloud Native
6 2 (2.44%) Computer Science
6 2 (2.44%) Digital Currency
6 2 (2.44%) Industrial Internet of Things
6 2 (2.44%) Social Media
7 1 (1.22%) Data Structures
7 1 (1.22%) Hybrid Cloud
7 1 (1.22%) Infotainment
Operating Systems
1 18 (21.95%) Linux
2 2 (2.44%) Android
2 2 (2.44%) Apple iOS
2 2 (2.44%) CentOS
2 2 (2.44%) Data ONTAP
2 2 (2.44%) Unix
2 2 (2.44%) VMS
3 1 (1.22%) Red Hat Enterprise Linux
Processes & Methodologies
1 35 (42.68%) Analytics
2 28 (34.15%) Software Engineering
3 21 (25.61%) Machine Learning
4 20 (24.39%) Business Intelligence
5 16 (19.51%) Agile Software Development
5 16 (19.51%) DevOps
6 13 (15.85%) Microservices
7 12 (14.63%) Data Engineering
8 11 (13.41%) Open Source
8 11 (13.41%) Predictive Analytics
9 10 (12.20%) Data Analysis
10 9 (10.98%) Configuration Management
10 9 (10.98%) Data Cleansing
11 8 (9.76%) Artificial Intelligence
11 8 (9.76%) Continuous Integration
11 8 (9.76%) ETL
11 8 (9.76%) Stakeholder Management
11 8 (9.76%) TDD
11 8 (9.76%) Test Automation
11 8 (9.76%) Yield Management
Programming Languages
1 44 (53.66%) Python
2 30 (36.59%) Java
3 25 (30.49%) SQL
4 18 (21.95%) JavaScript
4 18 (21.95%) Scala
5 11 (13.41%) Ruby
6 8 (9.76%) C++
6 8 (9.76%) Go
7 4 (4.88%) Bash Shell
7 4 (4.88%) C#
7 4 (4.88%) ES6
7 4 (4.88%) R
8 3 (3.66%) C
8 3 (3.66%) Perl
9 2 (2.44%) Apple Swift
9 2 (2.44%) Erlang
9 2 (2.44%) F#
10 1 (1.22%) Clojure
10 1 (1.22%) Rust
10 1 (1.22%) T-SQL
Qualifications
1 6 (7.32%) Degree
2 2 (2.44%) AWS Certification
2 2 (2.44%) Computer Science Degree
2 2 (2.44%) Master's Degree
Quality Assurance & Compliance
1 11 (13.41%) QA
2 8 (9.76%) Data Quality
3 4 (4.88%) GDPR
System Software
1 20 (24.39%) Docker
2 2 (2.44%) Virtual Machines
3 1 (1.22%) HDFS
Systems Management
1 13 (15.85%) Kibana
2 12 (14.63%) Terraform
3 10 (12.20%) Puppet
4 8 (9.76%) Opscode Chef
5 6 (7.32%) Ansible
6 4 (4.88%) Cacti
6 4 (4.88%) Kubernetes
6 4 (4.88%) Munin
6 4 (4.88%) Nagios
6 4 (4.88%) Salt
7 3 (3.66%) Grafana
8 2 (2.44%) Graphite
9 1 (1.22%) Hadoop YARN
9 1 (1.22%) Packer
9 1 (1.22%) rkt
Vendors
1 11 (13.41%) Cloudera
1 11 (13.41%) Tableau
2 8 (9.76%) Microsoft
3 7 (8.54%) Google
3 7 (8.54%) Salesforce.com
4 4 (4.88%) Informatica
4 4 (4.88%) Talend
5 3 (3.66%) Alteryx
5 3 (3.66%) Facebook
5 3 (3.66%) Netezza
5 3 (3.66%) Oracle
5 3 (3.66%) Red Hat
5 3 (3.66%) SAP
5 3 (3.66%) Teradata
5 3 (3.66%) Twitter
6 2 (2.44%) NetApp
6 2 (2.44%) VMware
7 1 (1.22%) Vertica