Period
to 20 February 2020

The following table provides summary statistics for permanent job vacancies advertised in England 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 20 February 2020 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK > England
6 months to
20 Feb 2020
Same period 2019 Same period 2018
Rank 725 911 986
Rank change year-on-year +186 +75 +104
Permanent jobs citing Amazon Kinesis 249 186 188
As % of all permanent IT jobs advertised in England 0.22% 0.13% 0.11%
As % of the Cloud Services category 0.64% 0.49% 0.53%
Number of salaries quoted 201 125 161
England median annual salary £80,000 £80,000 £70,000
Median salary % change year-on-year - +14.29% +7.69%
10th Percentile £53,750 £43,000 £46,250
90th Percentile £95,000 £98,750 £97,500
UK median annual salary £75,000 £75,000 £70,000
% change year-on-year - +7.14% +7.69%

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 advertised in England with a requirement for cloud computing skills.

All Cloud Skills
England
Permanent vacancies with a requirement for cloud computing skills 39,010 37,768 35,738
As % of all permanent IT jobs advertised in England 34.12% 26.86% 21.60%
Number of salaries quoted 31,943 30,367 29,909
England median annual salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76% +5.00%
10th Percentile £30,000 £30,500 £28,500
90th Percentile £92,500 £87,500 £82,500
UK median annual salary £55,000 £55,000 £52,000
% change year-on-year - +5.77% +4.00%

Amazon Kinesis
Job Vacancy Trend in England

Job postings citing Amazon Kinesis as a percentage of all IT jobs advertised in England.

Job vacancy trend for Amazon Kinesis in England

Amazon Kinesis
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon Kinesis in England.

Salary trend for Amazon Kinesis in England

Amazon Kinesis
Salary Histogram in England

The salary distribution of IT jobs citing Amazon Kinesis in England over the 6 months to 20 February 2020.

Salary histogram for Amazon Kinesis in England

Amazon Kinesis
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Kinesis within the England region over the 6 months to 20 February 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
London +150 202 £80,000 - 30
North of England +64 24 £60,000 +20.00%
North West +56 17 £67,500 +3.85%
South East +43 16 £65,000 -23.53% 5
Yorkshire +44 7 £55,000 +10.00%
Midlands +5 4 £48,750 -42.65% 1
West Midlands -4 4 £48,750 -42.65%
East of England +60 3 £85,000 +6.25%
Amazon Kinesis
UK

For the 6 months to 20 February 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 across the England region with a requirement for Amazon Kinesis.

1 244 (97.99%) AWS
2 151 (60.64%) Python
3 124 (49.80%) Serverless
4 120 (48.19%) Amazon S3
5 119 (47.79%) AWS Lambda
6 110 (44.18%) Amazon DynamoDB
7 97 (38.96%) Docker
8 92 (36.95%) Amazon Athena
9 91 (36.55%) Apache Spark
9 91 (36.55%) Kafka
10 89 (35.74%) Amazon Redshift
11 86 (34.54%) Kubernetes
12 85 (34.14%) Scala
13 82 (32.93%) Big Data
14 80 (32.13%) Agile Software Development
15 78 (31.33%) Data Science
16 69 (27.71%) Data Engineering
17 67 (26.91%) Java
18 65 (26.10%) Analytics
19 58 (23.29%) DevOps
20 57 (22.89%) Amazon SQS
21 56 (22.49%) Node.js
21 56 (22.49%) Linux
21 56 (22.49%) Machine Learning
22 54 (21.69%) Amazon EC2
23 52 (20.88%) Azure
23 52 (20.88%) Apache Cassandra
24 51 (20.48%) SQL
24 51 (20.48%) Finance
25 50 (20.08%) Amazon EMR

Amazon Kinesis
Co-occurring IT Skills in England 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 91 (36.55%) Apache Spark
2 38 (15.26%) Elasticsearch
3 24 (9.64%) Apache
4 17 (6.83%) Confluence
5 5 (2.01%) Apache Airflow
5 5 (2.01%) nginx
6 2 (0.80%) JBoss
6 2 (0.80%) Jupyter
6 2 (0.80%) OpenStack
6 2 (0.80%) Oracle SOA Suite
Cloud Services
1 244 (97.99%) AWS
2 124 (49.80%) Serverless
3 120 (48.19%) Amazon S3
4 119 (47.79%) AWS Lambda
5 57 (22.89%) Amazon SQS
6 54 (21.69%) Amazon EC2
7 52 (20.88%) Azure
8 50 (20.08%) Amazon EMR
9 47 (18.88%) GCP
10 40 (16.06%) Amazon CloudWatch
11 38 (15.26%) Amazon ECS
12 37 (14.86%) AWS CloudFormation
13 20 (8.03%) PaaS
14 18 (7.23%) SaaS
15 15 (6.02%) GitHub
16 14 (5.62%) Amazon Glacier
16 14 (5.62%) Azure Data Factory
17 12 (4.82%) AWS Elastic Beanstalk
18 9 (3.61%) AWS Data Pipeline
18 9 (3.61%) CloudFront
Communications & Networking
1 24 (9.64%) HTTP
2 5 (2.01%) Network Security
2 5 (2.01%) SSL
3 2 (0.80%) DNS
4 1 (0.40%) Internet
Database & Business Intelligence
1 110 (44.18%) Amazon DynamoDB
2 92 (36.95%) Amazon Athena
3 89 (35.74%) Amazon Redshift
4 82 (32.93%) Big Data
5 52 (20.88%) Apache Cassandra
6 47 (18.88%) Hadoop
7 45 (18.07%) NoSQL
8 41 (16.47%) MongoDB
9 33 (13.25%) Apache Hive
9 33 (13.25%) Data Lake
9 33 (13.25%) PostgreSQL
10 31 (12.45%) Amazon RDS
10 31 (12.45%) Relational Database
11 30 (12.05%) Data Warehouse
11 30 (12.05%) MySQL
12 28 (11.24%) RDBMS
13 21 (8.43%) BigQuery
14 19 (7.63%) Redis
15 18 (7.23%) HBase
16 17 (6.83%) Impala
Development Applications
1 42 (16.87%) Git (software)
2 29 (11.65%) JIRA
3 20 (8.03%) Jenkins
4 14 (5.62%) Gradle
5 13 (5.22%) Maven
6 10 (4.02%) JUnit
7 8 (3.21%) Artifactory
7 8 (3.21%) Atlassian Bamboo
7 8 (3.21%) Gatling
7 8 (3.21%) Travis CI
8 6 (2.41%) Bitbucket
8 6 (2.41%) CircleCI
8 6 (2.41%) JMeter
8 6 (2.41%) Newman
8 6 (2.41%) Postman
9 5 (2.01%) Selenium
10 4 (1.61%) ERwin
10 4 (1.61%) Jasmine
11 3 (1.20%) GitLab
12 2 (0.80%) Appium
General
1 51 (20.48%) Finance
2 10 (4.02%) Law
3 5 (2.01%) Marketing
3 5 (2.01%) Retail
3 5 (2.01%) Telecoms
4 4 (1.61%) Automotive
4 4 (1.61%) Banking
5 3 (1.20%) Back Office
6 2 (0.80%) Public Sector
6 2 (0.80%) Publishing
7 1 (0.40%) Front Office
7 1 (0.40%) Games
Job Titles
1 81 (32.53%) Data Engineer
2 51 (20.48%) Developer
3 41 (16.47%) Architect
4 34 (13.65%) Data Architect
5 25 (10.04%) AWS Engineer
6 24 (9.64%) Senior Data Engineer
7 17 (6.83%) Consultant
8 16 (6.43%) Python Engineer
9 15 (6.02%) Cloud Architect
9 15 (6.02%) DevOps Engineer
10 14 (5.62%) Team Leader
11 13 (5.22%) Software Engineer
12 11 (4.42%) AWS Architect
12 11 (4.42%) Senior DevOps
12 11 (4.42%) Senior DevOps Engineer
13 10 (4.02%) Big Data Architect
13 10 (4.02%) Python Developer
14 9 (3.61%) Big Data Engineer
14 9 (3.61%) Java Developer
14 9 (3.61%) Senior Developer
Libraries, Frameworks & Software Standards
1 91 (36.55%) Kafka
2 56 (22.49%) Node.js
3 36 (14.46%) Web Services
4 31 (12.45%) HTML
5 30 (12.05%) Akka
5 30 (12.05%) REST
6 29 (11.65%) CSS
7 26 (10.44%) JSON
8 22 (8.84%) Elastic Stack
8 22 (8.84%) RESTful
8 22 (8.84%) Scalaz
9 20 (8.03%) Spring
10 18 (7.23%) RabbitMQ
11 17 (6.83%) Lambda Expressions
12 11 (4.42%) Celery
12 11 (4.42%) Gearman
13 10 (4.02%) Pandas
14 9 (3.61%) Flask
14 9 (3.61%) Memcached
14 9 (3.61%) NumPy
Miscellaneous
1 27 (10.84%) Analytical Skills
2 19 (7.63%) Algorithms
3 17 (6.83%) Greenfield Project
4 15 (6.02%) Data Structures
5 13 (5.22%) Cloud Native
6 11 (4.42%) User Experience
7 4 (1.61%) Mobile App
7 4 (1.61%) Public Cloud
7 4 (1.61%) Social Media
8 2 (0.80%) Tandem
9 1 (0.40%) Enterprise Software
9 1 (0.40%) Foreign Exchange (FX)
9 1 (0.40%) Hybrid Cloud
9 1 (0.40%) Marketing Technology
9 1 (0.40%) Private Cloud
9 1 (0.40%) Reference Data
9 1 (0.40%) Self-Motivation
9 1 (0.40%) Video\Live Streaming
Operating Systems
1 56 (22.49%) Linux
2 21 (8.43%) Unix
3 9 (3.61%) Android
3 9 (3.61%) Apple iOS
3 9 (3.61%) Windows
4 8 (3.21%) Embedded Linux
5 5 (2.01%) CentOS
5 5 (2.01%) Red Hat Enterprise Linux
Processes & Methodologies
1 80 (32.13%) Agile Software Development
2 78 (31.33%) Data Science
3 69 (27.71%) Data Engineering
4 65 (26.10%) Analytics
5 58 (23.29%) DevOps
6 56 (22.49%) Machine Learning
7 46 (18.47%) Microservices
8 45 (18.07%) ETL
9 44 (17.67%) Test Automation
10 42 (16.87%) Data Modelling
11 34 (13.65%) Continuous Integration
11 34 (13.65%) TDD
12 33 (13.25%) Computer Science
12 33 (13.25%) Mentoring
13 27 (10.84%) Software Engineering
14 26 (10.44%) Artificial Intelligence
14 26 (10.44%) Business Intelligence
15 22 (8.84%) Functional Programming
16 21 (8.43%) Use Case
17 20 (8.03%) OO
Programming Languages
1 151 (60.64%) Python
2 85 (34.14%) Scala
3 67 (26.91%) Java
4 51 (20.48%) SQL
5 47 (18.88%) JavaScript
6 22 (8.84%) Bash Shell
7 18 (7.23%) Go
8 14 (5.62%) Java 8
9 10 (4.02%) Kotlin
10 9 (3.61%) TypeScript
11 8 (3.21%) Objective-C
11 8 (3.21%) Shell Script
12 6 (2.41%) C#
13 3 (1.20%) ES6
13 3 (1.20%) Ruby
13 3 (1.20%) T-SQL
14 2 (0.80%) Perl
14 2 (0.80%) PowerShell
14 2 (0.80%) RPG
15 1 (0.40%) C
Qualifications
1 13 (5.22%) AWS Certification
1 13 (5.22%) Degree
2 11 (4.42%) Computer Science Degree
3 2 (0.80%) PMI Certification
3 2 (0.80%) PMP
3 2 (0.80%) PRINCE2 Certification
Quality Assurance & Compliance
1 9 (3.61%) Data Quality
1 9 (3.61%) QA
2 8 (3.21%) GDPR
2 8 (3.21%) PCI DSS
System Software
1 97 (38.96%) Docker
2 18 (7.23%) HDFS
3 5 (2.01%) Apache Flume
3 5 (2.01%) OpenSSH
4 2 (0.80%) LXC
5 1 (0.40%) Active Directory
Systems Management
1 86 (34.54%) Kubernetes
2 34 (13.65%) Terraform
3 20 (8.03%) Kibana
4 19 (7.63%) Hadoop YARN
4 19 (7.63%) logstash
5 13 (5.22%) Puppet
6 11 (4.42%) StatsD
7 9 (3.61%) Istio
7 9 (3.61%) linkerd
8 7 (2.81%) Packer
9 6 (2.41%) Opscode Chef
9 6 (2.41%) Prometheus
9 6 (2.41%) Rancher
10 5 (2.01%) Ansible
11 3 (1.20%) Mesos
12 1 (0.40%) Grafana
12 1 (0.40%) Graphite
Vendors
1 40 (16.06%) Google
2 23 (9.24%) Splunk
2 23 (9.24%) Tableau
2 23 (9.24%) Talend
3 21 (8.43%) Informatica
4 16 (6.43%) Databricks
5 5 (2.01%) Ab Initio
5 5 (2.01%) Facebook
5 5 (2.01%) SAP
6 4 (1.61%) Oracle
6 4 (1.61%) Solace
6 4 (1.61%) TIBCO
7 2 (0.80%) Cognizant
7 2 (0.80%) Conga
7 2 (0.80%) DocuSign
7 2 (0.80%) IBM
7 2 (0.80%) Marketo
7 2 (0.80%) Salesforce.com
7 2 (0.80%) Vertica
7 2 (0.80%) Workday