Period
to 8 April 2020

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 8 April 2020 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK
6 months to
8 Apr 2020
Same period 2019 Same period 2018
Rank 758 892 989
Rank change year-on-year +134 +97 +131
Permanent jobs citing Amazon Kinesis 230 218 225
As % of all permanent jobs advertised in the UK 0.20% 0.15% 0.13%
As % of the Cloud Services category 0.57% 0.53% 0.56%
Number of salaries quoted 197 156 177
Median annual salary £75,000 £70,000 £67,500
Median salary % change year-on-year +7.14% +3.70% -
10th Percentile £47,500 £51,813 £46,250
90th Percentile £95,000 £98,750 £87,500
UK excluding London median annual salary £62,500 £65,000 £52,500
% change year-on-year -3.85% +23.81% -19.23%

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 40,173 41,170 40,522
As % of all permanent IT jobs advertised in the UK 34.71% 27.59% 22.72%
Number of salaries quoted 32,653 32,870 33,263
Median annual salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76% +5.00%
10th Percentile £31,250 £30,500 £29,000
90th Percentile £91,250 £87,500 £82,500
UK excluding London median annual salary £47,557 £47,500 £45,000
% change year-on-year +0.12% +5.56% -

Amazon Kinesis
Job Vacancy Trend

Job postings citing Amazon Kinesis as a proportion of all IT jobs advertised.

Job vacancy trend for Amazon Kinesis in the UK

Amazon Kinesis
Salary Trend

3-month moving average salary quoted in jobs citing Amazon Kinesis.

Salary trend for Amazon Kinesis in the UK

Amazon Kinesis
Salary Histogram

Salary distribution for jobs citing Amazon Kinesis over the 6 months to 8 April 2020.

Salary histogram for Amazon Kinesis in the UK

Amazon Kinesis
Top 14 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 8 April 2020. 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 +136 212 £75,000 +3.45% 25
London +98 168 £80,000 - 16
UK excluding London +128 62 £62,500 -3.85% 11
North of England +68 22 £67,500 +3.85% 4
North West +30 15 £67,500 +3.85% 4
South East +70 14 £62,500 -19.35% 2
Scotland +40 13 £65,000 - 2
Yorkshire +55 7 £56,250 +12.50%
Midlands +38 6 £55,000 - 1
West Midlands +33 5 £55,000 +22.22% 1
Work from Home +23 5 £52,500 -8.70% 4
Wales - 5 £50,000 -
East of England +62 2 £90,000 +14.29% 2
East Midlands +24 1 £55,000 -

For the 6 months to 8 April 2020, 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.

1 225 (97.83%) AWS
2 152 (66.09%) Python
3 112 (48.70%) Serverless
4 109 (47.39%) AWS Lambda
5 106 (46.09%) Amazon DynamoDB
6 104 (45.22%) Amazon S3
7 96 (41.74%) Kafka
8 95 (41.30%) Amazon Athena
9 88 (38.26%) Scala
10 82 (35.65%) Agile Software Development
11 80 (34.78%) Apache Spark
12 79 (34.35%) Docker
13 75 (32.61%) Big Data
14 73 (31.74%) Amazon Redshift
15 71 (30.87%) Analytics
16 68 (29.57%) Kubernetes
17 64 (27.83%) Data Science
18 60 (26.09%) SQL
19 58 (25.22%) Java
20 56 (24.35%) DevOps
21 55 (23.91%) Data Engineering
22 54 (23.48%) Node.js
23 52 (22.61%) JavaScript
24 50 (21.74%) Azure
24 50 (21.74%) Elasticsearch
25 48 (20.87%) Amazon SQS
26 47 (20.43%) ETL
26 47 (20.43%) GCP
26 47 (20.43%) Amazon ECS
27 45 (19.57%) Amazon EMR

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 80 (34.78%) Apache Spark
2 50 (21.74%) Elasticsearch
3 23 (10.00%) Apache
4 18 (7.83%) Confluence
5 12 (5.22%) Apache Airflow
6 5 (2.17%) nginx
7 2 (0.87%) JBoss
7 2 (0.87%) OpenStack
8 1 (0.43%) Jupyter
8 1 (0.43%) Oracle SOA Suite
8 1 (0.43%) Tomcat
8 1 (0.43%) WebLogic
Cloud Services
1 225 (97.83%) AWS
2 112 (48.70%) Serverless
3 109 (47.39%) AWS Lambda
4 104 (45.22%) Amazon S3
5 50 (21.74%) Azure
6 48 (20.87%) Amazon SQS
7 47 (20.43%) Amazon ECS
7 47 (20.43%) GCP
8 45 (19.57%) Amazon EMR
9 44 (19.13%) Amazon EC2
10 35 (15.22%) Amazon CloudWatch
11 29 (12.61%) AWS CloudFormation
11 29 (12.61%) PaaS
12 13 (5.65%) Amazon Glacier
13 11 (4.78%) GitHub
13 11 (4.78%) Power Platform
14 10 (4.35%) SaaS
15 9 (3.91%) Azure Data Factory
16 8 (3.48%) AWS Elastic Beanstalk
17 7 (3.04%) AWS Data Pipeline
Communications & Networking
1 16 (6.96%) HTTP
2 5 (2.17%) Network Security
3 1 (0.43%) DNS
3 1 (0.43%) Internet
3 1 (0.43%) MQTT
Database & Business Intelligence
1 106 (46.09%) Amazon DynamoDB
2 95 (41.30%) Amazon Athena
3 75 (32.61%) Big Data
4 73 (31.74%) Amazon Redshift
5 44 (19.13%) Apache Cassandra
6 43 (18.70%) NoSQL
7 40 (17.39%) Hadoop
8 31 (13.48%) Data Warehouse
9 30 (13.04%) MongoDB
10 29 (12.61%) Apache Hive
11 28 (12.17%) Amazon RDS
12 27 (11.74%) Relational Database
13 24 (10.43%) BigQuery
13 24 (10.43%) Data Lake
13 24 (10.43%) RDBMS
14 20 (8.70%) MySQL
15 19 (8.26%) PostgreSQL
16 16 (6.96%) Pentaho
17 15 (6.52%) HBase
17 15 (6.52%) Looker
Development Applications
1 35 (15.22%) Git (software)
2 26 (11.30%) JIRA
3 12 (5.22%) Jenkins
4 9 (3.91%) Gradle
5 8 (3.48%) Maven
5 8 (3.48%) Travis CI
6 7 (3.04%) JUnit
7 6 (2.61%) Cucumber
7 6 (2.61%) JMeter
7 6 (2.61%) Newman
7 6 (2.61%) Postman
7 6 (2.61%) webpack
8 5 (2.17%) Atlassian Bamboo
8 5 (2.17%) Bitbucket
8 5 (2.17%) Selenium
9 4 (1.74%) Artifactory
9 4 (1.74%) ERwin
9 4 (1.74%) Gatling
9 4 (1.74%) Subversion
10 3 (1.30%) CircleCI
General
1 41 (17.83%) Finance
2 10 (4.35%) Law
3 6 (2.61%) Telecoms
4 5 (2.17%) Retail
5 4 (1.74%) Automotive
5 4 (1.74%) Banking
5 4 (1.74%) Marketing
6 3 (1.30%) Games
7 2 (0.87%) Public Sector
8 1 (0.43%) Advertising
8 1 (0.43%) Back Office
8 1 (0.43%) Publishing
Job Titles
1 85 (36.96%) Data Engineer
2 36 (15.65%) Developer
3 35 (15.22%) Architect
4 29 (12.61%) AWS Engineer
4 29 (12.61%) Data Architect
5 22 (9.57%) Consultant
6 21 (9.13%) Senior Data Engineer
7 15 (6.52%) Python Engineer
8 14 (6.09%) Software Engineer
9 12 (5.22%) Big Data Architect
9 12 (5.22%) Team Leader
10 10 (4.35%) Senior Consultant
11 9 (3.91%) AWS Developer
11 9 (3.91%) Big Data Engineer
11 9 (3.91%) Cloud Architect
11 9 (3.91%) Lead Architect
11 9 (3.91%) Lead Data Architect
11 9 (3.91%) Python Developer
11 9 (3.91%) Senior Architect
11 9 (3.91%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 96 (41.74%) Kafka
2 54 (23.48%) Node.js
3 38 (16.52%) Web Services
4 37 (16.09%) Elastic Stack
5 36 (15.65%) HTML
6 33 (14.35%) CSS
7 24 (10.43%) REST
8 21 (9.13%) RESTful
9 18 (7.83%) Akka
9 18 (7.83%) JSON
10 14 (6.09%) Lambda Expressions
10 14 (6.09%) Scalaz
11 11 (4.78%) Spring
12 10 (4.35%) RabbitMQ
13 9 (3.91%) Apache NiFi
14 8 (3.48%) Celery
14 8 (3.48%) Flask
14 8 (3.48%) Gearman
14 8 (3.48%) PyTorch
14 8 (3.48%) TensorFlow
Miscellaneous
1 33 (14.35%) Analytical Skills
2 14 (6.09%) Data Structures
3 12 (5.22%) Cloud Native
3 12 (5.22%) Greenfield Project
4 11 (4.78%) Algorithms
5 6 (2.61%) User Experience
6 4 (1.74%) Public Cloud
7 3 (1.30%) Mobile App
8 2 (0.87%) Analytical Mindset
8 2 (0.87%) Tandem
9 1 (0.43%) Enterprise Software
9 1 (0.43%) Marketing Technology
9 1 (0.43%) Raspberry Pi
9 1 (0.43%) Reference Data
9 1 (0.43%) Self-Motivation
9 1 (0.43%) Social Media
9 1 (0.43%) Video\Live Streaming
Operating Systems
1 37 (16.09%) Linux
2 19 (8.26%) Unix
3 5 (2.17%) Android
3 5 (2.17%) Apple iOS
3 5 (2.17%) Windows
4 4 (1.74%) Embedded Linux
Processes & Methodologies
1 82 (35.65%) Agile Software Development
2 71 (30.87%) Analytics
3 64 (27.83%) Data Science
4 56 (24.35%) DevOps
5 55 (23.91%) Data Engineering
6 47 (20.43%) ETL
7 40 (17.39%) Data Modelling
7 40 (17.39%) Machine Learning
7 40 (17.39%) Microservices
8 39 (16.96%) TDD
9 37 (16.09%) Test Automation
10 31 (13.48%) Business Intelligence
11 25 (10.87%) Computer Science
11 25 (10.87%) Mentoring
12 24 (10.43%) Software Engineering
13 23 (10.00%) Artificial Intelligence
13 23 (10.00%) Continuous Integration
14 20 (8.70%) Use Case
15 17 (7.39%) Data Integration
15 17 (7.39%) OO
Programming Languages
1 152 (66.09%) Python
2 88 (38.26%) Scala
3 60 (26.09%) SQL
4 58 (25.22%) Java
5 52 (22.61%) JavaScript
6 20 (8.70%) Go
7 13 (5.65%) Bash Shell
8 7 (3.04%) C#
8 7 (3.04%) Java 8
8 7 (3.04%) TypeScript
9 6 (2.61%) ES6
9 6 (2.61%) Kotlin
10 5 (2.17%) Shell Script
11 4 (1.74%) Objective-C
11 4 (1.74%) R
11 4 (1.74%) Ruby
11 4 (1.74%) T-SQL
12 2 (0.87%) Perl
12 2 (0.87%) PowerShell
12 2 (0.87%) RPG
Qualifications
1 15 (6.52%) Degree
2 14 (6.09%) AWS Certification
3 11 (4.78%) Computer Science Degree
4 2 (0.87%) PMI Certification
4 2 (0.87%) PMP
4 2 (0.87%) PRINCE2 Certification
Quality Assurance & Compliance
1 11 (4.78%) GDPR
2 10 (4.35%) Data Quality
3 9 (3.91%) QA
4 4 (1.74%) PCI DSS
System Software
1 79 (34.35%) Docker
2 15 (6.52%) HDFS
3 5 (2.17%) Apache Flume
4 2 (0.87%) LXC
5 1 (0.43%) Apache ZooKeeper
Systems Management
1 68 (29.57%) Kubernetes
2 35 (15.22%) Terraform
3 33 (14.35%) Kibana
4 32 (13.91%) logstash
5 16 (6.96%) Hadoop YARN
6 9 (3.91%) Ansible
7 7 (3.04%) Puppet
8 6 (2.61%) Istio
8 6 (2.61%) linkerd
8 6 (2.61%) Mesos
8 6 (2.61%) Rancher
9 5 (2.17%) Opscode Chef
10 3 (1.30%) Prometheus
10 3 (1.30%) StatsD
11 2 (0.87%) Packer
12 1 (0.43%) Consul
12 1 (0.43%) Grafana
12 1 (0.43%) Graphite
12 1 (0.43%) Marathon
Vendors
1 42 (18.26%) Google
2 32 (13.91%) Splunk
3 27 (11.74%) Talend
4 26 (11.30%) Tableau
5 21 (9.13%) Informatica
6 12 (5.22%) Databricks
7 10 (4.35%) Facebook
8 8 (3.48%) Ab Initio
9 7 (3.04%) SAP
10 4 (1.74%) Oracle
10 4 (1.74%) Solace
10 4 (1.74%) TIBCO
11 2 (0.87%) Cognizant
11 2 (0.87%) IBM
11 2 (0.87%) Vertica
12 1 (0.43%) Atlassian
12 1 (0.43%) Conga
12 1 (0.43%) Marketo
12 1 (0.43%) PagerDuty
12 1 (0.43%) Salesforce.com