Period
to 14 December 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 14 December 2019 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK
6 months to
14 Dec 2019
Same period 2018 Same period 2017
Rank 790 958 1067
Rank change year-on-year +168 +109 +81
Permanent jobs citing Amazon Kinesis 258 197 147
As % of all permanent IT jobs advertised in the UK 0.20% 0.12% 0.082%
As % of the Cloud Services category 0.59% 0.48% 0.41%
Number of salaries quoted 205 142 119
UK median annual salary £80,000 £80,000 £67,500
Median salary % change year-on-year - +18.52% +3.85%
10th Percentile £52,500 £47,875 £46,250
90th Percentile £95,000 £95,000 £97,500
UK excluding London median annual salary £60,000 £77,500 £50,000
% change year-on-year -22.58% +55.00% -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 43,549 40,899 36,132
As % of all permanent IT jobs advertised in the UK 33.01% 25.68% 20.11%
Number of salaries quoted 35,490 32,721 29,797
UK median annual salary £55,000 £55,000 £51,000
Median salary % change year-on-year - +7.84% +2.00%
10th Percentile £30,000 £30,000 £27,500
90th Percentile £90,000 £85,000 £80,000
UK excluding London median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

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 14 December 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 14 December 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 +140 241 £80,000 - 53
London +141 199 £80,000 - 42
UK excluding London +71 56 £60,000 -22.58% 15
North of England +54 23 £55,000 +10.00% 3
North West +43 16 £58,750 +23.68% 1
Scotland +44 11 £65,000 - 1
South East +14 11 £62,500 -26.47% 5
Yorkshire +34 7 £55,000 +10.00% 2
East of England +60 4 £77,500 +10.71% 2
Wales - 3 £55,000 - 1
South West +7 2 £56,250 -31.82%
West Midlands +4 2 £60,000 -29.41% 1
Midlands +2 2 £60,000 -29.41% 1

For the 6 months to 14 December 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.

1 257 (99.61%) AWS
2 138 (53.49%) Python
2 138 (53.49%) Amazon DynamoDB
3 134 (51.94%) Serverless
4 133 (51.55%) Amazon S3
5 128 (49.61%) AWS Lambda
6 98 (37.98%) Agile Software Development
7 94 (36.43%) Amazon Athena
8 90 (34.88%) Docker
9 83 (32.17%) Kubernetes
10 79 (30.62%) DevOps
11 74 (28.68%) Big Data
11 74 (28.68%) Node.js
12 70 (27.13%) Apache Spark
13 68 (26.36%) Amazon Redshift
13 68 (26.36%) Amazon CloudWatch
14 64 (24.81%) Data Science
14 64 (24.81%) JavaScript
15 63 (24.42%) Scala
16 62 (24.03%) Web Services
17 60 (23.26%) Data Engineering
18 59 (22.87%) Kafka
19 58 (22.48%) Java
20 57 (22.09%) Machine Learning
21 56 (21.71%) Linux
22 54 (20.93%) Amazon ECS
23 53 (20.54%) HTML
23 53 (20.54%) Azure
24 51 (19.77%) Amazon SQS
24 51 (19.77%) CSS

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 (27.13%) Apache Spark
2 47 (18.22%) Elasticsearch
3 25 (9.69%) Apache
4 9 (3.49%) nginx
5 8 (3.10%) Confluence
6 4 (1.55%) Cloud Foundry
6 4 (1.55%) Jupyter
7 3 (1.16%) Apache Airflow
8 2 (0.78%) JBoss
8 2 (0.78%) OpenStack
8 2 (0.78%) Oracle SOA Suite
Cloud Services
1 257 (99.61%) AWS
2 134 (51.94%) Serverless
3 133 (51.55%) Amazon S3
4 128 (49.61%) AWS Lambda
5 68 (26.36%) Amazon CloudWatch
6 54 (20.93%) Amazon ECS
7 53 (20.54%) Azure
8 51 (19.77%) Amazon SQS
9 44 (17.05%) GCP
10 39 (15.12%) Amazon EMR
11 38 (14.73%) AWS CloudFormation
12 37 (14.34%) Amazon EC2
12 37 (14.34%) PaaS
13 19 (7.36%) SaaS
14 18 (6.98%) Azure Data Factory
15 15 (5.81%) GitHub
16 14 (5.43%) CloudFront
17 13 (5.04%) Amazon EKS
18 8 (3.10%) AWS Elastic Beanstalk
19 6 (2.33%) Cloud Computing
Communications & Networking
1 26 (10.08%) HTTP
2 7 (2.71%) SSL
3 5 (1.94%) Network Security
4 4 (1.55%) TCP/IP
5 2 (0.78%) DNS
6 1 (0.39%) Internet
6 1 (0.39%) MQTT
Database & Business Intelligence
1 138 (53.49%) Amazon DynamoDB
2 94 (36.43%) Amazon Athena
3 74 (28.68%) Big Data
4 68 (26.36%) Amazon Redshift
5 48 (18.60%) Apache Cassandra
5 48 (18.60%) Hadoop
6 41 (15.89%) MongoDB
7 40 (15.50%) NoSQL
8 35 (13.57%) Apache Hive
9 32 (12.40%) Data Lake
10 30 (11.63%) PostgreSQL
11 25 (9.69%) MySQL
11 25 (9.69%) Relational Database
12 21 (8.14%) HBase
12 21 (8.14%) Redis
13 20 (7.75%) Impala
13 20 (7.75%) RDBMS
14 18 (6.98%) Amazon RDS
14 18 (6.98%) HDInsight
15 16 (6.20%) Data Warehouse
Development Applications
1 46 (17.83%) Git (software)
2 28 (10.85%) Jenkins
3 25 (9.69%) JIRA
4 13 (5.04%) Maven
4 13 (5.04%) Selenium
5 12 (4.65%) Gradle
6 10 (3.88%) JUnit
7 9 (3.49%) CircleCI
8 8 (3.10%) Appium
8 8 (3.10%) Artifactory
8 8 (3.10%) Atlassian Bamboo
8 8 (3.10%) Gatling
8 8 (3.10%) REST Assured
9 7 (2.71%) Bitbucket
10 5 (1.94%) Ant
11 4 (1.55%) ERwin
11 4 (1.55%) Vagrant
12 3 (1.16%) GitLab
12 3 (1.16%) JMeter
12 3 (1.16%) Travis CI
General
1 39 (15.12%) Finance
2 11 (4.26%) Law
3 7 (2.71%) Retail
4 5 (1.94%) Public Sector
5 4 (1.55%) Publishing
6 3 (1.16%) Back Office
6 3 (1.16%) Marketing
7 2 (0.78%) Telecoms
8 1 (0.39%) Banking
8 1 (0.39%) Front Office
8 1 (0.39%) Games
Job Titles
1 69 (26.74%) Developer
2 55 (21.32%) Data Engineer
3 40 (15.50%) Architect
4 34 (13.18%) Data Architect
5 27 (10.47%) Consultant
6 20 (7.75%) DevOps Engineer
6 20 (7.75%) Senior Data Engineer
7 19 (7.36%) Cloud Architect
8 17 (6.59%) AWS Engineer
8 17 (6.59%) Cloud Developer
9 15 (5.81%) AWS Architect
10 14 (5.43%) Senior Developer
10 14 (5.43%) Software Engineer
11 13 (5.04%) Python Engineer
11 13 (5.04%) Scala Developer
12 12 (4.65%) Senior DevOps
12 12 (4.65%) Senior DevOps Engineer
13 11 (4.26%) Senior Consultant
14 10 (3.88%) Lead Developer
14 10 (3.88%) Team Leader
Libraries, Frameworks & Software Standards
1 74 (28.68%) Node.js
2 62 (24.03%) Web Services
3 59 (22.87%) Kafka
4 53 (20.54%) HTML
5 51 (19.77%) CSS
6 33 (12.79%) Elastic Stack
7 29 (11.24%) Akka
7 29 (11.24%) REST
8 27 (10.47%) Lambda Expressions
9 24 (9.30%) JSON
9 24 (9.30%) RESTful
10 22 (8.53%) Scalaz
11 18 (6.98%) RabbitMQ
11 18 (6.98%) Spring
12 12 (4.65%) Pandas
13 11 (4.26%) NumPy
14 8 (3.10%) Dropwizard
14 8 (3.10%) Hibernate
14 8 (3.10%) iOS SDK
14 8 (3.10%) PySpark
Miscellaneous
1 24 (9.30%) Algorithms
2 19 (7.36%) Analytical Skills
3 15 (5.81%) Greenfield Project
4 14 (5.43%) Cloud Native
5 13 (5.04%) User Experience
6 11 (4.26%) Public Cloud
7 6 (2.33%) Data Structures
8 5 (1.94%) Mobile App
8 5 (1.94%) Social Media
9 3 (1.16%) Foreign Exchange (FX)
10 2 (0.78%) Blog
10 2 (0.78%) Renewable Energy
10 2 (0.78%) Tandem
11 1 (0.39%) Enterprise Software
11 1 (0.39%) Hybrid Cloud
11 1 (0.39%) Marketing Technology
11 1 (0.39%) Private Cloud
11 1 (0.39%) Raspberry Pi
11 1 (0.39%) Self-Motivation
11 1 (0.39%) Video\Live Streaming
Operating Systems
1 56 (21.71%) Linux
2 15 (5.81%) Unix
3 11 (4.26%) Windows
4 10 (3.88%) Android
4 10 (3.88%) Apple iOS
5 8 (3.10%) Embedded Linux
6 7 (2.71%) CentOS
6 7 (2.71%) Red Hat Enterprise Linux
7 2 (0.78%) Mac OS
7 2 (0.78%) Windows Server
Processes & Methodologies
1 98 (37.98%) Agile Software Development
2 79 (30.62%) DevOps
3 64 (24.81%) Data Science
4 60 (23.26%) Data Engineering
5 57 (22.09%) Machine Learning
6 46 (17.83%) Microservices
7 41 (15.89%) Continuous Integration
7 41 (15.89%) Test Automation
8 36 (13.95%) Analytics
9 31 (12.02%) Software Engineering
10 29 (11.24%) Mentoring
11 27 (10.47%) Computer Science
11 27 (10.47%) Data Modelling
12 26 (10.08%) TDD
13 25 (9.69%) Continuous Delivery
14 23 (8.91%) ETL
14 23 (8.91%) Functional Programming
15 21 (8.14%) Artificial Intelligence
15 21 (8.14%) Migration
15 21 (8.14%) Scrum
Programming Languages
1 138 (53.49%) Python
2 64 (24.81%) JavaScript
3 63 (24.42%) Scala
4 58 (22.48%) Java
5 34 (13.18%) SQL
6 20 (7.75%) Bash Shell
7 19 (7.36%) Go
8 16 (6.20%) Java 8
9 9 (3.49%) Kotlin
9 9 (3.49%) TypeScript
10 8 (3.10%) Objective-C
11 7 (2.71%) C#
11 7 (2.71%) ES6
12 6 (2.33%) Shell Script
13 4 (1.55%) R
14 3 (1.16%) Clojure
15 2 (0.78%) F#
15 2 (0.78%) Perl
15 2 (0.78%) Ruby
15 2 (0.78%) T-SQL
Qualifications
1 8 (3.10%) AWS Certification
2 4 (1.55%) Computer Science Degree
2 4 (1.55%) Degree
3 2 (0.78%) PMI Certification
3 2 (0.78%) PMP
3 2 (0.78%) PRINCE2 Certification
3 2 (0.78%) Security Cleared
Quality Assurance & Compliance
1 13 (5.04%) QA
2 8 (3.10%) PCI DSS
3 6 (2.33%) Data Quality
4 5 (1.94%) GDPR
5 2 (0.78%) NCSC
System Software
1 90 (34.88%) Docker
2 21 (8.14%) HDFS
3 7 (2.71%) OpenSSH
4 2 (0.78%) Active Directory
4 2 (0.78%) LXC
Systems Management
1 83 (32.17%) Kubernetes
2 37 (14.34%) Terraform
3 31 (12.02%) Kibana
3 31 (12.02%) logstash
4 24 (9.30%) Puppet
5 21 (8.14%) Hadoop YARN
6 17 (6.59%) Ansible
6 17 (6.59%) Opscode Chef
6 17 (6.59%) Packer
7 11 (4.26%) Rancher
7 11 (4.26%) StatsD
8 9 (3.49%) Prometheus
9 7 (2.71%) Istio
9 7 (2.71%) linkerd
10 4 (1.55%) Salt
11 2 (0.78%) Mesos
12 1 (0.39%) Grafana
Vendors
1 44 (17.05%) Splunk
2 32 (12.40%) Google
3 18 (6.98%) Databricks
4 8 (3.10%) Dynatrace
4 8 (3.10%) Tableau
5 7 (2.71%) Informatica
6 6 (2.33%) Talend
7 4 (1.55%) AppDynamics
7 4 (1.55%) New Relic
8 2 (0.78%) Ab Initio
8 2 (0.78%) Conga
8 2 (0.78%) DocuSign
8 2 (0.78%) Facebook
8 2 (0.78%) IBM
8 2 (0.78%) Marketo
8 2 (0.78%) MuleSoft
8 2 (0.78%) Oracle
8 2 (0.78%) Salesforce.com
8 2 (0.78%) Workday
9 1 (0.39%) SAP