Period
to 12 December 2018

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

Amazon Kinesis
UK
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 941 1053 1165
Rank change year-on-year +112 +112 +91
Permanent jobs citing Amazon Kinesis 198 146 77
As % of all permanent IT jobs advertised in the UK 0.12% 0.081% 0.041%
As % of the Cloud Services category 0.51% 0.42% 0.31%
Number of salaries quoted 145 116 72
UK median annual salary £80,000 £67,500 £65,000
Median salary % change year-on-year +18.52% +3.85% +30.00%
10th Percentile £49,000 £46,250 £50,000
90th Percentile £94,000 £97,500 £93,750
UK excluding London median annual salary £75,000 £50,000 £60,000
% change year-on-year +50.00% -16.67% +71.43%

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 39,143 34,551 24,789
As % of all permanent IT jobs advertised in the UK 24.54% 19.26% 13.31%
Number of salaries quoted 31,302 28,483 20,789
UK median annual salary £55,000 £52,500 £50,500
Median salary % change year-on-year +4.76% +3.96% +1.00%
10th Percentile £30,000 £27,500 £28,500
90th Percentile £86,250 £81,250 £80,000
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

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 12 December 2018.

Salary histogram for Amazon Kinesis in the UK

Amazon Kinesis
Top 12 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 12 December 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
England +131 195 £80,000 +18.52% 37
London +99 123 £80,000 +6.67% 26
UK excluding London +103 75 £75,000 +50.00% 12
South East +53 39 £85,000 - 2
Midlands - 30 £85,000 - 3
West Midlands - 29 £85,000 - 1
North of England +37 18 £50,000 -25.93% 4
North West +31 12 £47,500 -29.63% 3
South West +1 12 £82,500 +65.00% 1
Yorkshire - 6 £50,000 - 1
East of England +32 3 £70,000 +86.67% 1
Scotland - 3 £65,000 - 1

For the 6 months to 12 December 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 with a requirement for Amazon Kinesis.

1 194 (97.98%) Amazon AWS
2 112 (56.57%) Amazon Redshift
3 101 (51.01%) Serverless
4 96 (48.48%) SQL
5 93 (46.97%) AWS Lambda
6 91 (45.96%) Python
7 88 (44.44%) Big Data
8 85 (42.93%) Amazon S3
8 85 (42.93%) Scala
9 84 (42.42%) Java
10 78 (39.39%) Agile Software Development
11 67 (33.84%) Web Services
12 65 (32.83%) Apache Spark
13 61 (30.81%) Amazon EMR
14 59 (29.80%) Amazon RDS
14 59 (29.80%) Amazon EC2
15 48 (24.24%) DevOps
16 45 (22.73%) Microsoft Azure
17 44 (22.22%) Amazon DynamoDB
17 44 (22.22%) NoSQL
18 43 (21.72%) Relational Database
19 41 (20.71%) MongoDB
20 38 (19.19%) ETL
20 38 (19.19%) JavaScript
20 38 (19.19%) Amazon SQS
20 38 (19.19%) Kafka
20 38 (19.19%) Data Science
20 38 (19.19%) Thought Leadership
21 36 (18.18%) Hadoop
22 34 (17.17%) RDBMS

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 65 (32.83%) Apache Spark
2 23 (11.62%) Apache
3 20 (10.10%) Elasticsearch
4 8 (4.04%) Apache Pig
5 5 (2.53%) SAS
5 5 (2.53%) Tomcat
6 4 (2.02%) Apache Airflow
6 4 (2.02%) WildFly
7 3 (1.52%) CMS
7 3 (1.52%) EPiServer
7 3 (1.52%) Kentico
7 3 (1.52%) Luigi
7 3 (1.52%) Sitecore CMS
7 3 (1.52%) Umbraco
8 1 (0.51%) Confluence
8 1 (0.51%) JBoss
8 1 (0.51%) MediaWiki
8 1 (0.51%) NServiceBus
8 1 (0.51%) WebLogic
8 1 (0.51%) WordPress
Applications
1 23 (11.62%) Microsoft Office
Cloud Services
1 194 (97.98%) Amazon AWS
2 101 (51.01%) Serverless
3 93 (46.97%) AWS Lambda
4 85 (42.93%) Amazon S3
5 61 (30.81%) Amazon EMR
6 59 (29.80%) Amazon EC2
7 45 (22.73%) Microsoft Azure
8 38 (19.19%) Amazon SQS
9 32 (16.16%) Amazon CloudWatch
10 31 (15.66%) Azure Active Directory
11 23 (11.62%) AWS CloudFormation
11 23 (11.62%) Office 365
12 18 (9.09%) Amazon ElastiCache
13 16 (8.08%) Google Cloud Platform
14 15 (7.58%) Amazon ELB
15 11 (5.56%) AWS Fargate
15 11 (5.56%) Cloudflare
16 10 (5.05%) CloudFront
17 7 (3.54%) Cloud Computing
17 7 (3.54%) GitHub
Communications & Networking
1 32 (16.16%) Network Security
2 10 (5.05%) HTTP
3 4 (2.02%) Kerberos
4 1 (0.51%) VPN
Database & Business Intelligence
1 112 (56.57%) Amazon Redshift
2 88 (44.44%) Big Data
3 59 (29.80%) Amazon RDS
4 44 (22.22%) Amazon DynamoDB
4 44 (22.22%) NoSQL
5 43 (21.72%) Relational Database
6 41 (20.71%) MongoDB
7 36 (18.18%) Hadoop
8 34 (17.17%) RDBMS
9 32 (16.16%) Cosmos DB
10 30 (15.15%) Apache Cassandra
11 26 (13.13%) Apache Hive
12 23 (11.62%) Amazon Athena
13 20 (10.10%) PostgreSQL
14 19 (9.60%) Data Warehouse
14 19 (9.60%) MySQL
15 18 (9.09%) Redis
16 17 (8.59%) HBase
17 14 (7.07%) Data Lake
18 11 (5.56%) Amazon Aurora
Development Applications
1 30 (15.15%) Git (software)
2 22 (11.11%) Jenkins
3 3 (1.52%) GitLab
4 2 (1.01%) JIRA
4 2 (1.01%) TeamCity
5 1 (0.51%) Atlassian Bamboo
5 1 (0.51%) Cucumber
5 1 (0.51%) Maven
5 1 (0.51%) Octopus Deploy
5 1 (0.51%) Selenium
5 1 (0.51%) SonarQube
General
1 27 (13.64%) Finance
2 12 (6.06%) Advertising
3 8 (4.04%) Retail
4 7 (3.54%) Banking
5 2 (1.01%) Manufacturing
6 1 (0.51%) Financial Institution
6 1 (0.51%) Games
6 1 (0.51%) Investment Banking
6 1 (0.51%) Marketing
Job Titles
1 50 (25.25%) Architect
2 46 (23.23%) Developer
3 43 (21.72%) Cloud Architect
4 41 (20.71%) Solutions Architect
5 38 (19.19%) Cloud Solutions Architect
6 33 (16.67%) Data Engineer
7 29 (14.65%) Big Data Engineer
8 28 (14.14%) Lead Architect
9 27 (13.64%) Lead Solutions Architect
10 14 (7.07%) Cloud Developer
11 10 (5.05%) Java Engineer
12 9 (4.55%) AWS Engineer
12 9 (4.55%) Linux Engineer
12 9 (4.55%) Senior Developer
13 8 (4.04%) DevOps Engineer
14 6 (3.03%) .NET Developer
14 6 (3.03%) Full Stack Developer
14 6 (3.03%) Site Engineer
14 6 (3.03%) Site Reliability Engineer
14 6 (3.03%) Team Leader
Libraries, Frameworks & Software Standards
1 67 (33.84%) Web Services
2 38 (19.19%) Kafka
3 31 (15.66%) .NET
3 31 (15.66%) Node.js
4 25 (12.63%) HTML
5 24 (12.12%) ASP.NET
6 23 (11.62%) ASP.NET Web API
7 21 (10.61%) CSS
8 17 (8.59%) PySpark
9 14 (7.07%) JSON
9 14 (7.07%) REST
10 11 (5.56%) Memcached
10 11 (5.56%) React
10 11 (5.56%) Redux
11 10 (5.05%) HTML5
12 8 (4.04%) Akka
12 8 (4.04%) RabbitMQ
13 7 (3.54%) Elastic Stack
13 7 (3.54%) Scalaz
13 7 (3.54%) Spring
Miscellaneous
1 8 (4.04%) Algorithms
2 7 (3.54%) Clustering
3 6 (3.03%) Data Centre
3 6 (3.03%) Enterprise Software
3 6 (3.03%) Fintech
3 6 (3.03%) Greenfield Project
4 4 (2.02%) Analytical Skills
4 4 (2.02%) Cloud Native
5 3 (1.52%) Private Cloud
5 3 (1.52%) Public Cloud
5 3 (1.52%) User Experience
5 3 (1.52%) Video\Live Streaming
6 1 (0.51%) Cyberthreat
6 1 (0.51%) Data Structures
6 1 (0.51%) Derivative
6 1 (0.51%) Enterprise Cloud
6 1 (0.51%) Equities
6 1 (0.51%) Marketing Technology
6 1 (0.51%) SCADA
6 1 (0.51%) Wiki
Operating Systems
1 30 (15.15%) Linux
2 7 (3.54%) Unix
3 5 (2.53%) Ubuntu
3 5 (2.53%) Windows
4 4 (2.02%) CentOS
5 3 (1.52%) SmartOS
6 1 (0.51%) Red Hat Enterprise Linux
6 1 (0.51%) Windows Server
Processes & Methodologies
1 78 (39.39%) Agile Software Development
2 48 (24.24%) DevOps
3 38 (19.19%) Data Science
3 38 (19.19%) ETL
3 38 (19.19%) Thought Leadership
4 33 (16.67%) Presales
5 32 (16.16%) Analytics
5 32 (16.16%) Identity Access Management
5 32 (16.16%) Vendor Relationship Management
6 30 (15.15%) Continuous Integration
6 30 (15.15%) TDD
7 28 (14.14%) BDD
8 27 (13.64%) Continuous Improvement
8 27 (13.64%) Decision-Making
8 27 (13.64%) Enterprise Architecture
8 27 (13.64%) Line Management
8 27 (13.64%) Project Management
9 26 (13.13%) SDLC
10 24 (12.12%) Continuous Delivery
10 24 (12.12%) Lean Software Development
Programming Languages
1 96 (48.48%) SQL
2 91 (45.96%) Python
3 85 (42.93%) Scala
4 84 (42.42%) Java
5 38 (19.19%) JavaScript
6 22 (11.11%) C#
6 22 (11.11%) PL/SQL
6 22 (11.11%) Shell Script
7 15 (7.58%) Ruby
8 11 (5.56%) Go
9 8 (4.04%) R
10 6 (3.03%) Elixir
10 6 (3.03%) Erlang
11 5 (2.53%) Bash Shell
11 5 (2.53%) T-SQL
12 3 (1.52%) Java 8
12 3 (1.52%) PowerShell
13 1 (0.51%) C++
13 1 (0.51%) TypeScript
Qualifications
1 32 (16.16%) MCSA
1 32 (16.16%) MCSE
1 32 (16.16%) Microsoft Certification
2 27 (13.64%) AWS Certification
3 24 (12.12%) Security Cleared
4 2 (1.01%) Computer Science Degree
4 2 (1.01%) Degree
5 1 (0.51%) SC Cleared
Quality Assurance & Compliance
1 17 (8.59%) GDPR
2 6 (3.03%) QA
3 5 (2.53%) Data Quality
System Software
1 34 (17.17%) Docker
2 31 (15.66%) Active Directory
3 20 (10.10%) HDFS
4 6 (3.03%) Virtual Machines
5 1 (0.51%) Varnish
Systems Management
1 28 (14.14%) Terraform
2 27 (13.64%) Grafana
3 23 (11.62%) Prometheus
4 20 (10.10%) Kubernetes
5 19 (9.60%) Ansible
6 18 (9.09%) Puppet
7 17 (8.59%) Kibana
7 17 (8.59%) logstash
8 7 (3.54%) Opscode Chef
8 7 (3.54%) Packer
8 7 (3.54%) Salt
9 6 (3.03%) Oozie
10 4 (2.02%) Xymon
10 4 (2.02%) ZABBIX
11 3 (1.52%) Istio
12 1 (0.51%) Consul
Vendors
1 32 (16.16%) Microsoft
2 17 (8.59%) Hortonworks
3 15 (7.58%) Splunk
4 9 (4.55%) Tableau
5 6 (3.03%) Google
5 6 (3.03%) Oracle
6 5 (2.53%) Red Hat
6 5 (2.53%) Talend
7 4 (2.02%) Adobe
7 4 (2.02%) MicroStrategy
8 3 (1.52%) Sitecore
9 2 (1.01%) Cognizant
10 1 (0.51%) Cadence
10 1 (0.51%) New Relic
10 1 (0.51%) SaltStack