Period
to 21 May 2019

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 May 2019 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK
6 months to
21 May 2019
Same period 2018 Same period 2017
Rank 881 979 1092
Rank change year-on-year +98 +113 +103
Permanent jobs citing Amazon Kinesis 217 228 83
As % of all permanent IT jobs advertised in the UK 0.15% 0.13% 0.049%
As % of the Cloud Services category 0.53% 0.57% 0.30%
Number of salaries quoted 154 164 71
UK median annual salary £73,750 £67,500 £70,000
Median salary % change year-on-year +9.26% -3.57% +1.82%
10th Percentile £52,500 £46,400 £53,750
90th Percentile £97,500 £87,500 £72,500
UK excluding London median annual salary £63,750 £55,000 £65,000
% change year-on-year +15.91% -15.38% +52.94%

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 40,870 40,098 27,322
As % of all permanent IT jobs advertised in the UK 28.35% 23.35% 16.18%
Number of salaries quoted 32,882 32,703 22,815
UK median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £30,500 £29,750 £28,250
90th Percentile £87,500 £83,750 £80,000
UK excluding London median annual salary £47,500 £45,000 £44,000
% change year-on-year +5.56% +2.27% -2.22%

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 May 2019.

Salary histogram for Amazon Kinesis in the UK

Amazon Kinesis
Top 13 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 May 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
England +103 210 £75,000 +11.11% 15
London +153 156 £80,000 +8.47% 10
UK excluding London -4 55 £63,750 +15.91% 5
Midlands - 18 £45,000 -
South East +36 17 £72,500 +41.46% 3
North of England +34 17 £65,000 +62.50% 1
North West +38 15 £65,000 +62.50% 1
West Midlands - 13 £41,000 -
East of England +73 7 £78,750 +8.62% 1
East Midlands - 5 £55,000 -
South West -20 2 £50,000 -4.76%
Yorkshire - 2 £57,500 -
Scotland -17 1 £45,000 -35.71%

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

1 210 (96.77%) Amazon AWS
2 166 (76.50%) Python
3 144 (66.36%) AWS Lambda
3 144 (66.36%) Serverless
4 136 (62.67%) Agile Software Development
5 132 (60.83%) DevOps
6 114 (52.53%) Amazon DynamoDB
7 102 (47.00%) Amazon S3
7 102 (47.00%) Node.js
8 89 (41.01%) JavaScript
8 89 (41.01%) Amazon CloudWatch
9 88 (40.55%) HTML
10 86 (39.63%) Web Services
10 86 (39.63%) Amazon Athena
11 85 (39.17%) Java
12 76 (35.02%) CSS
13 70 (32.26%) Big Data
13 70 (32.26%) Apache Spark
14 67 (30.88%) Splunk
14 67 (30.88%) SQL
15 65 (29.95%) Continuous Integration
16 63 (29.03%) Scala
16 63 (29.03%) Elasticsearch
17 62 (28.57%) Amazon Redshift
18 56 (25.81%) Kafka
19 55 (25.35%) Hadoop
20 49 (22.58%) Amazon EMR
21 47 (21.66%) Jenkins
21 47 (21.66%) PaaS
22 46 (21.20%) NoSQL

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 70 (32.26%) Apache Spark
2 63 (29.03%) Elasticsearch
3 32 (14.75%) Apache Pig
4 22 (10.14%) Apache
5 13 (5.99%) Apache Solr
6 10 (4.61%) Confluence
7 6 (2.76%) Apache Airflow
8 4 (1.84%) Luigi
9 1 (0.46%) JBoss
9 1 (0.46%) Jupyter
9 1 (0.46%) Tomcat
9 1 (0.46%) WebLogic
9 1 (0.46%) WordPress
Applications
1 7 (3.23%) Microsoft Office
Business Applications
1 1 (0.46%) Magento
1 1 (0.46%) SAP MDG
Cloud Services
1 210 (96.77%) Amazon AWS
2 144 (66.36%) AWS Lambda
2 144 (66.36%) Serverless
3 102 (47.00%) Amazon S3
4 89 (41.01%) Amazon CloudWatch
5 49 (22.58%) Amazon EMR
6 47 (21.66%) PaaS
7 45 (20.74%) AWS CloudFormation
8 35 (16.13%) Amazon EC2
9 30 (13.82%) Amazon SQS
10 29 (13.36%) Microsoft Azure
11 23 (10.60%) Google Cloud Platform
12 20 (9.22%) Amazon ElastiCache
13 16 (7.37%) Virtual Private Cloud
14 12 (5.53%) Route 53
15 10 (4.61%) Cloud Computing
16 7 (3.23%) Azure Active Directory
16 7 (3.23%) Office 365
17 6 (2.76%) Amazon ELB
17 6 (2.76%) AWS Elastic Beanstalk
Communications & Networking
1 7 (3.23%) HTTP
1 7 (3.23%) Network Security
2 5 (2.30%) Internet
3 1 (0.46%) MQTT
Database & Business Intelligence
1 114 (52.53%) Amazon DynamoDB
2 86 (39.63%) Amazon Athena
3 70 (32.26%) Big Data
4 62 (28.57%) Amazon Redshift
5 55 (25.35%) Hadoop
6 46 (21.20%) NoSQL
7 42 (19.35%) MongoDB
8 37 (17.05%) Apache Hive
9 36 (16.59%) Apache Cassandra
10 34 (15.67%) HBase
11 30 (13.82%) Amazon RDS
12 18 (8.29%) SQL Server
13 15 (6.91%) Flink
13 15 (6.91%) Impala
13 15 (6.91%) Sqoop
14 14 (6.45%) Data Warehouse
15 13 (5.99%) BigQuery
16 11 (5.07%) Relational Database
17 10 (4.61%) Couchbase
17 10 (4.61%) RDBMS
Development Applications
1 47 (21.66%) Jenkins
2 24 (11.06%) Git (software)
3 13 (5.99%) JIRA
4 6 (2.76%) Bitbucket
4 6 (2.76%) TeamCity
5 5 (2.30%) Maven
6 4 (1.84%) GitLab
7 3 (1.38%) Cucumber
7 3 (1.38%) JUnit
7 3 (1.38%) Sonatype Nexus
8 2 (0.92%) Selenium
8 2 (0.92%) Vagrant
8 2 (0.92%) Visual Studio
8 2 (0.92%) webpack
9 1 (0.46%) Atlassian Bamboo
9 1 (0.46%) Gatling
9 1 (0.46%) JIRA Agile
9 1 (0.46%) NUnit
9 1 (0.46%) Octopus Deploy
9 1 (0.46%) Travis CI
General
1 19 (8.76%) Finance
2 12 (5.53%) Law
3 9 (4.15%) Retail
4 2 (0.92%) Banking
4 2 (0.92%) Marketing
5 1 (0.46%) Games
5 1 (0.46%) Retail Banking
Job Titles
1 57 (26.27%) Developer
2 38 (17.51%) Data Engineer
3 37 (17.05%) Cloud Developer
4 31 (14.29%) Consultant
5 29 (13.36%) Architect
5 29 (13.36%) AWS Engineer
6 20 (9.22%) Senior Data Engineer
7 19 (8.76%) DevOps Engineer
8 14 (6.45%) Big Data Engineer
8 14 (6.45%) Software Engineer
9 13 (5.99%) Solutions Architect
9 13 (5.99%) UI Architect
10 12 (5.53%) Cloud Engineer
11 11 (5.07%) Cloud Architect
12 9 (4.15%) Technical Leader
13 8 (3.69%) Cloud Solutions Architect
14 7 (3.23%) AWS Developer
14 7 (3.23%) AWS DevOps
14 7 (3.23%) AWS DevOps Engineer
14 7 (3.23%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 102 (47.00%) Node.js
2 88 (40.55%) HTML
3 86 (39.63%) Web Services
4 76 (35.02%) CSS
5 56 (25.81%) Kafka
6 46 (21.20%) Elastic Stack
7 27 (12.44%) React
8 23 (10.60%) JSON
9 21 (9.68%) HTML5
10 19 (8.76%) Spring
11 18 (8.29%) Redux
12 16 (7.37%) .NET
12 16 (7.37%) REST
13 14 (6.45%) AngularJS
14 12 (5.53%) Apache NiFi
14 12 (5.53%) ASP.NET
15 8 (3.69%) CSS3
16 7 (3.23%) Akka
16 7 (3.23%) ASP.NET Web API
16 7 (3.23%) Scalaz
Miscellaneous
1 19 (8.76%) Cloud Native
2 10 (4.61%) User Experience
3 7 (3.23%) Analytical Skills
4 6 (2.76%) Algorithms
4 6 (2.76%) Fintech
5 5 (2.30%) Internet of Things
6 4 (1.84%) Linked Data
6 4 (1.84%) Linux Command Line
7 3 (1.38%) Data Centre
7 3 (1.38%) Greenfield Project
7 3 (1.38%) Public Cloud
7 3 (1.38%) Virtual Team
8 2 (0.92%) Data Structures
8 2 (0.92%) Derivative
9 1 (0.46%) Blog
9 1 (0.46%) Equities
9 1 (0.46%) Equity Derivative
9 1 (0.46%) Foreign Exchange (FX)
9 1 (0.46%) Mobile App
9 1 (0.46%) Video\Live Streaming
Operating Systems
1 46 (21.20%) Linux
2 13 (5.99%) Windows
3 4 (1.84%) Mac OS X
4 3 (1.38%) Unix
5 2 (0.92%) CentOS
5 2 (0.92%) Debian
Processes & Methodologies
1 136 (62.67%) Agile Software Development
2 132 (60.83%) DevOps
3 65 (29.95%) Continuous Integration
4 42 (19.35%) Machine Learning
5 41 (18.89%) Continuous Improvement
5 41 (18.89%) Data Science
6 40 (18.43%) Analytics
7 37 (17.05%) Thought Leadership
8 35 (16.13%) Scrum
9 33 (15.21%) Continuous Delivery
9 33 (15.21%) TDD
10 30 (13.82%) SDLC
11 28 (12.90%) MapReduce
12 26 (11.98%) Computer Science
13 23 (10.60%) Microservices
14 22 (10.14%) Software Engineering
14 22 (10.14%) Test Automation
15 18 (8.29%) Data Engineering
15 18 (8.29%) Functional Testing
16 17 (7.83%) Mathematics
Programming Languages
1 166 (76.50%) Python
2 89 (41.01%) JavaScript
3 85 (39.17%) Java
4 67 (30.88%) SQL
5 63 (29.03%) Scala
6 12 (5.53%) Bash Shell
6 12 (5.53%) Shell Script
7 11 (5.07%) Clojure
7 11 (5.07%) PL/SQL
8 7 (3.23%) C#
8 7 (3.23%) Ruby
9 6 (2.76%) Go
10 5 (2.30%) ES6
10 5 (2.30%) Java 8
11 4 (1.84%) PowerShell
12 3 (1.38%) PHP
13 1 (0.46%) Perl
13 1 (0.46%) R
13 1 (0.46%) T-SQL
Qualifications
1 11 (5.07%) Degree
2 10 (4.61%) Security Cleared
3 7 (3.23%) MCSA
3 7 (3.23%) MCSE
3 7 (3.23%) Microsoft Certification
4 5 (2.30%) Computer Science Degree
5 3 (1.38%) AWS Certification
5 3 (1.38%) SC Cleared
6 1 (0.46%) Master's Degree
Quality Assurance & Compliance
1 16 (7.37%) QA
2 8 (3.69%) GDPR
3 1 (0.46%) COBIT
3 1 (0.46%) Data Quality
System Software
1 42 (19.35%) Docker
2 14 (6.45%) Apache Flume
3 13 (5.99%) Apache ZooKeeper
4 7 (3.23%) Active Directory
5 5 (2.30%) HDFS
Systems Management
1 42 (19.35%) Kibana
2 40 (18.43%) logstash
3 24 (11.06%) Oozie
4 21 (9.68%) Ansible
5 18 (8.29%) Terraform
6 17 (7.83%) Kubernetes
7 15 (6.91%) Opscode Chef
8 12 (5.53%) Hadoop YARN
8 12 (5.53%) Puppet
9 2 (0.92%) Mesos
9 2 (0.92%) Red Hat Spacewalk
9 2 (0.92%) Salt
10 1 (0.46%) Consul
10 1 (0.46%) Grafana
10 1 (0.46%) Packer
10 1 (0.46%) Prometheus
Vendors
1 67 (30.88%) Splunk
2 21 (9.68%) Cloudera
3 18 (8.29%) Oracle
4 10 (4.61%) Databricks
4 10 (4.61%) Hortonworks
4 10 (4.61%) MapR
5 7 (3.23%) Microsoft
6 5 (2.30%) Informatica
7 4 (1.84%) Cognizant
7 4 (1.84%) New Relic
7 4 (1.84%) Salesforce.com
7 4 (1.84%) Tableau
7 4 (1.84%) Teradata
8 3 (1.38%) Dynatrace
9 2 (0.92%) Atlassian
9 2 (0.92%) Netezza
10 1 (0.46%) Google
10 1 (0.46%) IBM
10 1 (0.46%) Talend
10 1 (0.46%) Vertica