Period
to 20 November 2018

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 November 2018 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK > England
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 920 1042 1136
Rank change year-on-year +122 +94 +135
Permanent jobs citing Amazon Kinesis 202 128 75
As % of all permanent IT jobs advertised in England 0.13% 0.076% 0.042%
As % of the Cloud Services category 0.55% 0.40% 0.32%
Number of salaries quoted 152 97 70
England median annual salary £75,000 £70,000 £65,000
Median salary % change year-on-year +7.14% +7.69% +23.81%
10th Percentile £47,500 £46,250 £49,625
90th Percentile £92,500 £100,500 £93,875
UK median annual salary £75,000 £70,000 £65,000
% change year-on-year +7.14% +7.69% +30.00%

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 37,036 31,850 23,350
As % of all permanent IT jobs advertised in England 24.39% 18.89% 13.23%
Number of salaries quoted 29,991 26,472 19,773
England median annual salary £55,000 £52,500 £52,000
Median salary % change year-on-year +4.76% +0.96% +4.00%
10th Percentile £30,000 £27,500 £28,500
90th Percentile £86,250 £81,250 £80,000
UK median annual salary £55,000 £51,500 £50,000
% change year-on-year +6.80% +3.00% -

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 November 2018.

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 November 2018. 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 +94 123 £77,500 +3.33% 30
South East +55 40 £82,500 - 2
Midlands - 28 £85,000 - 3
West Midlands - 27 £85,000 - 1
South West -6 17 £68,750 +37.50% 1
North of England +29 15 £50,000 -28.57% 2
North West +19 10 £50,000 -28.57% 1
East of England +26 6 £70,000 +86.67% 2
Yorkshire - 5 £50,000 - 1
Amazon Kinesis
UK

For the 6 months to 20 November 2018, 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.

1 198 (98.02%) Amazon AWS
2 116 (57.43%) Amazon Redshift
3 100 (49.50%) Big Data
4 99 (49.01%) SQL
5 93 (46.04%) Serverless
6 88 (43.56%) Python
7 85 (42.08%) AWS Lambda
8 84 (41.58%) Java
8 84 (41.58%) Agile Software Development
9 82 (40.59%) Amazon S3
10 81 (40.10%) Scala
11 70 (34.65%) Apache Spark
12 65 (32.18%) Amazon EMR
13 62 (30.69%) Web Services
14 58 (28.71%) Amazon EC2
15 57 (28.22%) Amazon RDS
16 50 (24.75%) NoSQL
17 48 (23.76%) DevOps
18 43 (21.29%) JavaScript
18 43 (21.29%) Microsoft Azure
18 43 (21.29%) Hadoop
19 42 (20.79%) MongoDB
19 42 (20.79%) Relational Database
19 42 (20.79%) Kafka
20 41 (20.30%) Amazon DynamoDB
21 39 (19.31%) ETL
22 38 (18.81%) Analytics
23 37 (18.32%) Data Science
24 35 (17.33%) Amazon SQS
25 34 (16.83%) RDBMS

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 70 (34.65%) Apache Spark
2 21 (10.40%) Apache
3 18 (8.91%) Elasticsearch
4 9 (4.46%) Apache Pig
5 7 (3.47%) SAS
6 5 (2.48%) Tomcat
7 4 (1.98%) Apache Airflow
7 4 (1.98%) CMS
7 4 (1.98%) WildFly
8 3 (1.49%) EPiServer
8 3 (1.49%) Kentico
8 3 (1.49%) Luigi
8 3 (1.49%) Sitecore CMS
8 3 (1.49%) Umbraco
9 2 (0.99%) Facebook Platform
9 2 (0.99%) NServiceBus
10 1 (0.50%) Confluence
10 1 (0.50%) MediaWiki
10 1 (0.50%) WebLogic
10 1 (0.50%) WebSphere
Applications
1 21 (10.40%) Microsoft Office
Cloud Services
1 198 (98.02%) Amazon AWS
2 93 (46.04%) Serverless
3 85 (42.08%) AWS Lambda
4 82 (40.59%) Amazon S3
5 65 (32.18%) Amazon EMR
6 58 (28.71%) Amazon EC2
7 43 (21.29%) Microsoft Azure
8 35 (17.33%) Amazon SQS
9 28 (13.86%) Azure Active Directory
10 27 (13.37%) Amazon CloudWatch
11 21 (10.40%) AWS CloudFormation
12 20 (9.90%) Office 365
13 17 (8.42%) Google Cloud Platform
14 14 (6.93%) Amazon ElastiCache
14 14 (6.93%) Amazon ELB
15 11 (5.45%) AWS Fargate
15 11 (5.45%) Cloudflare
16 9 (4.46%) CloudFront
16 9 (4.46%) GitHub
17 6 (2.97%) Amazon SageMaker
Communications & Networking
1 29 (14.36%) Network Security
2 8 (3.96%) HTTP
3 4 (1.98%) Internet
3 4 (1.98%) Kerberos
4 1 (0.50%) ATM
4 1 (0.50%) VPN
Database & Business Intelligence
1 116 (57.43%) Amazon Redshift
2 100 (49.50%) Big Data
3 57 (28.22%) Amazon RDS
4 50 (24.75%) NoSQL
5 43 (21.29%) Hadoop
6 42 (20.79%) MongoDB
6 42 (20.79%) Relational Database
7 41 (20.30%) Amazon DynamoDB
8 34 (16.83%) RDBMS
9 30 (14.85%) Apache Cassandra
10 29 (14.36%) Apache Hive
10 29 (14.36%) Cosmos DB
11 25 (12.38%) PostgreSQL
12 23 (11.39%) Data Warehouse
13 21 (10.40%) Amazon Athena
14 19 (9.41%) HBase
15 18 (8.91%) Redis
16 16 (7.92%) Data Lake
17 15 (7.43%) MySQL
18 10 (4.95%) SQL Server
Development Applications
1 31 (15.35%) Git (software)
2 17 (8.42%) Jenkins
3 6 (2.97%) TeamCity
4 4 (1.98%) GitLab
5 3 (1.49%) Octopus Deploy
6 2 (0.99%) JIRA
7 1 (0.50%) Atlassian Bamboo
7 1 (0.50%) Cucumber
7 1 (0.50%) Selenium
7 1 (0.50%) SonarQube
General
1 33 (16.34%) Finance
2 13 (6.44%) Advertising
3 11 (5.45%) Retail
4 10 (4.95%) Banking
5 5 (2.48%) Marketing
6 3 (1.49%) Games
7 2 (0.99%) Financial Institution
7 2 (0.99%) Investment Banking
7 2 (0.99%) Manufacturing
Job Titles
1 48 (23.76%) Architect
2 45 (22.28%) Developer
3 41 (20.30%) Solutions Architect
4 40 (19.80%) Cloud Architect
5 36 (17.82%) Data Engineer
6 35 (17.33%) Cloud Solutions Architect
7 31 (15.35%) Big Data Engineer
8 25 (12.38%) Lead Architect
9 24 (11.88%) Lead Solutions Architect
10 11 (5.45%) Cloud Developer
11 10 (4.95%) Java Engineer
12 9 (4.46%) AWS Engineer
13 8 (3.96%) .NET Developer
13 8 (3.96%) DevOps Engineer
13 8 (3.96%) Full Stack Developer
13 8 (3.96%) Linux Engineer
14 7 (3.47%) Senior Developer
15 5 (2.48%) Senior DevOps
15 5 (2.48%) Site Engineer
15 5 (2.48%) Talend Developer
Libraries, Frameworks & Software Standards
1 62 (30.69%) Web Services
2 42 (20.79%) Kafka
3 34 (16.83%) .NET
4 25 (12.38%) Node.js
5 22 (10.89%) ASP.NET Web API
5 22 (10.89%) CSS
6 21 (10.40%) ASP.NET
6 21 (10.40%) HTML
7 19 (9.41%) REST
8 18 (8.91%) PySpark
9 12 (5.94%) JSON
10 11 (5.45%) Memcached
11 9 (4.46%) Redux
12 7 (3.47%) Elastic Stack
12 7 (3.47%) HTML5
12 7 (3.47%) React
13 6 (2.97%) Akka
13 6 (2.97%) RabbitMQ
13 6 (2.97%) Sass
14 5 (2.48%) Flask
Miscellaneous
1 10 (4.95%) Computer Science
2 8 (3.96%) Algorithms
2 8 (3.96%) Fintech
3 7 (3.47%) Clustering
3 7 (3.47%) Greenfield Project
4 6 (2.97%) Enterprise Software
5 5 (2.48%) User Experience
6 4 (1.98%) Analytical Skills
6 4 (1.98%) Cloud Native
7 3 (1.49%) Video\Live Streaming
8 2 (0.99%) Cyberthreat
8 2 (0.99%) Data Centre
8 2 (0.99%) Internet of Things
8 2 (0.99%) Public Cloud
9 1 (0.50%) Data Structures
9 1 (0.50%) Enterprise Cloud
9 1 (0.50%) Management Information System
9 1 (0.50%) Marketing Technology
9 1 (0.50%) Over-the-Top Content
9 1 (0.50%) Self-Motivation
Operating Systems
1 23 (11.39%) Linux
2 8 (3.96%) Unix
3 5 (2.48%) Ubuntu
3 5 (2.48%) Windows
4 4 (1.98%) CentOS
5 3 (1.49%) Windows Server
6 1 (0.50%) Red Hat Enterprise Linux
Processes & Methodologies
1 84 (41.58%) Agile Software Development
2 48 (23.76%) DevOps
3 39 (19.31%) ETL
4 38 (18.81%) Analytics
5 37 (18.32%) Data Science
6 33 (16.34%) BDD
7 32 (15.84%) TDD
8 31 (15.35%) Software Engineering
9 30 (14.85%) Presales
10 29 (14.36%) Decision-Making
10 29 (14.36%) Identity Access Management
10 29 (14.36%) Vendor Relationship Management
11 26 (12.87%) Line Management
11 26 (12.87%) SDLC
12 24 (11.88%) Enterprise Architecture
12 24 (11.88%) Machine Learning
12 24 (11.88%) Project Management
13 23 (11.39%) Continuous Delivery
13 23 (11.39%) Continuous Integration
14 21 (10.40%) Data Analytics
Programming Languages
1 99 (49.01%) SQL
2 88 (43.56%) Python
3 84 (41.58%) Java
4 81 (40.10%) Scala
5 43 (21.29%) JavaScript
6 29 (14.36%) C#
7 20 (9.90%) Shell Script
8 19 (9.41%) PL/SQL
9 14 (6.93%) Go
10 10 (4.95%) Ruby
11 9 (4.46%) R
12 6 (2.97%) Elixir
12 6 (2.97%) Erlang
13 4 (1.98%) T-SQL
14 3 (1.49%) Bash Shell
14 3 (1.49%) C++
15 2 (0.99%) ES6
15 2 (0.99%) PowerShell
16 1 (0.50%) Java 8
16 1 (0.50%) TypeScript
Qualifications
1 29 (14.36%) MCSA
1 29 (14.36%) MCSE
1 29 (14.36%) Microsoft Certification
2 27 (13.37%) AWS Certification
3 21 (10.40%) Security Cleared
4 5 (2.48%) Degree
5 4 (1.98%) Computer Science Degree
6 1 (0.50%) SC Cleared
Quality Assurance & Compliance
1 14 (6.93%) GDPR
2 5 (2.48%) Data Quality
3 4 (1.98%) QA
System Software
1 32 (15.84%) Docker
2 28 (13.86%) Active Directory
3 23 (11.39%) HDFS
4 6 (2.97%) Virtual Machines
5 3 (1.49%) Apache Flume
6 1 (0.50%) Varnish
Systems Management
1 28 (13.86%) Terraform
2 27 (13.37%) Grafana
3 23 (11.39%) Prometheus
4 20 (9.90%) Ansible
5 18 (8.91%) Kibana
5 18 (8.91%) logstash
6 15 (7.43%) Kubernetes
7 14 (6.93%) Puppet
8 9 (4.46%) Oozie
8 9 (4.46%) Opscode Chef
9 7 (3.47%) Packer
9 7 (3.47%) Salt
10 4 (1.98%) Xymon
10 4 (1.98%) ZABBIX
11 3 (1.49%) Consul
11 3 (1.49%) Istio
Vendors
1 30 (14.85%) Microsoft
2 18 (8.91%) Hortonworks
3 12 (5.94%) Splunk
4 10 (4.95%) Tableau
5 8 (3.96%) Oracle
6 7 (3.47%) Google
6 7 (3.47%) Talend
7 5 (2.48%) Adobe
7 5 (2.48%) MicroStrategy
7 5 (2.48%) Red Hat
8 3 (1.49%) Sitecore
9 2 (0.99%) Cognizant
9 2 (0.99%) Facebook
10 1 (0.50%) AppDynamics
10 1 (0.50%) Brightcove
10 1 (0.50%) Cadence
10 1 (0.50%) IBM
10 1 (0.50%) New Relic
10 1 (0.50%) SaltStack