Period
to 16 August 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 16 August 2018 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 938 1127 1172
Rank change year-on-year +189 +45 +134
Permanent jobs citing Amazon Kinesis 231 70 98
As % of all permanent IT jobs advertised in the UK 0.14% 0.040% 0.049%
As % of the Cloud Services category 0.59% 0.23% 0.41%
Number of salaries quoted 164 51 81
UK median annual salary £70,000 £70,000 £65,000
Median salary % change year-on-year - +7.69% +30.00%
10th Percentile £46,975 £51,000 £45,000
90th Percentile £86,250 £80,000 £97,500
UK excluding London median annual salary £62,500 £37,500 £42,500
% change year-on-year +66.67% -11.76% -5.56%

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 39,053 30,737 24,121
As % of all permanent IT jobs advertised in the UK 23.08% 17.37% 12.18%
Number of salaries quoted 31,609 25,246 20,321
UK median annual salary £54,825 £50,000 £50,000
Median salary % change year-on-year +9.65% - +5.26%
10th Percentile £30,000 £28,500 £28,250
90th Percentile £85,000 £80,000 £78,750
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 16 August 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 16 August 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 +185 213 £70,000 - 44
UK excluding London +125 117 £62,500 +66.67% 9
London +98 114 £70,000 - 35
South West +46 41 £60,000 +9.09% 2
South East - 30 £52,500 - 5
East of England +41 18 £72,500 +93.33%
Scotland - 18 £70,000 -
Midlands - 11 £82,500 -
West Midlands - 10 £82,500 -
North of England +31 9 £43,750 +25.00% 2
North West +15 8 £40,000 +14.29% 2
Yorkshire - 1 £80,000 -

For the 6 months to 16 August 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.

1 230 (99.57%) Amazon AWS
2 140 (60.61%) Big Data
3 128 (55.41%) SQL
3 128 (55.41%) Amazon Redshift
4 105 (45.45%) Agile Software Development
5 103 (44.59%) Apache Spark
6 99 (42.86%) Python
7 90 (38.96%) Serverless
8 88 (38.10%) AWS Lambda
9 85 (36.80%) Java
10 83 (35.93%) Amazon EMR
11 80 (34.63%) NoSQL
12 75 (32.47%) Amazon S3
13 72 (31.17%) Scala
13 72 (31.17%) Kafka
14 71 (30.74%) Hadoop
15 67 (29.00%) Software Engineering
16 64 (27.71%) Analytics
17 61 (26.41%) DevOps
17 61 (26.41%) Amazon EC2
18 58 (25.11%) ETL
19 55 (23.81%) Microsoft Azure
20 51 (22.08%) Machine Learning
21 50 (21.65%) Git (software)
22 47 (20.35%) C#
23 46 (19.91%) Docker
24 45 (19.48%) JavaScript
24 45 (19.48%) .NET
25 40 (17.32%) Data Science
26 38 (16.45%) Apache Hive

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
1 103 (44.59%) Apache Spark
2 23 (9.96%) Elasticsearch
3 20 (8.66%) Apache Pig
4 16 (6.93%) SAS
5 10 (4.33%) Apache
6 7 (3.03%) NServiceBus
7 5 (2.16%) Tomcat
8 4 (1.73%) WildFly
9 2 (0.87%) CMS
9 2 (0.87%) Facebook Platform
9 2 (0.87%) Luigi
9 2 (0.87%) WebSphere
10 1 (0.43%) EPiServer
10 1 (0.43%) IIS
10 1 (0.43%) JBoss
10 1 (0.43%) Kentico
10 1 (0.43%) nginx
10 1 (0.43%) Sitecore CMS
10 1 (0.43%) Umbraco
10 1 (0.43%) WebLogic
Applications
1 9 (3.90%) Microsoft Office
Cloud Services
1 230 (99.57%) Amazon AWS
2 90 (38.96%) Serverless
3 88 (38.10%) AWS Lambda
4 83 (35.93%) Amazon EMR
5 75 (32.47%) Amazon S3
6 61 (26.41%) Amazon EC2
7 55 (23.81%) Microsoft Azure
8 31 (13.42%) AWS CloudFormation
9 28 (12.12%) Amazon SQS
10 23 (9.96%) GitHub
11 19 (8.23%) Google Cloud Platform
12 14 (6.06%) Cloud Computing
13 12 (5.19%) Amazon CloudWatch
14 11 (4.76%) Amazon ELB
14 11 (4.76%) Azure Active Directory
15 10 (4.33%) Amazon ElastiCache
15 10 (4.33%) Route 53
16 9 (3.90%) Virtual Private Cloud
17 7 (3.03%) Adobe Analytics
17 7 (3.03%) Office 365
Communications & Networking
1 12 (5.19%) Network Security
2 9 (3.90%) SMS
3 5 (2.16%) MQTT
3 5 (2.16%) VPN
4 4 (1.73%) Internet
4 4 (1.73%) Kerberos
5 3 (1.30%) VoIP
6 2 (0.87%) ATM
7 1 (0.43%) HTTP
Database & Business Intelligence
1 140 (60.61%) Big Data
2 128 (55.41%) Amazon Redshift
3 80 (34.63%) NoSQL
4 71 (30.74%) Hadoop
5 38 (16.45%) Apache Hive
6 36 (15.58%) Amazon DynamoDB
7 33 (14.29%) Amazon RDS
8 31 (13.42%) Impala
9 30 (12.99%) HBase
10 29 (12.55%) MongoDB
11 27 (11.69%) Relational Database
12 26 (11.26%) Data Warehouse
13 25 (10.82%) Apache Cassandra
14 24 (10.39%) PostgreSQL
14 24 (10.39%) RDBMS
15 21 (9.09%) Amazon Athena
16 18 (7.79%) Amazon QuickSight
16 18 (7.79%) Redis
17 16 (6.93%) Sqoop
18 15 (6.49%) BigQuery
Development Applications
1 50 (21.65%) Git (software)
2 19 (8.23%) Jenkins
3 17 (7.36%) TeamCity
4 13 (5.63%) Octopus Deploy
5 11 (4.76%) JIRA
6 6 (2.60%) CircleCI
7 4 (1.73%) Atlassian Bamboo
7 4 (1.73%) GitLab
7 4 (1.73%) webpack
8 2 (0.87%) Hudson
8 2 (0.87%) Travis CI
9 1 (0.43%) Cucumber
9 1 (0.43%) GoCD
9 1 (0.43%) Oracle APEX
9 1 (0.43%) Selenium
9 1 (0.43%) SonarQube
General
1 33 (14.29%) Finance
2 14 (6.06%) Retail
3 12 (5.19%) Banking
4 7 (3.03%) Financial Institution
4 7 (3.03%) Investment Banking
5 6 (2.60%) Advertising
5 6 (2.60%) Marketing
6 4 (1.73%) Games
7 3 (1.30%) Electronics
8 2 (0.87%) Manufacturing
9 1 (0.43%) Legal
Job Titles
1 57 (24.68%) Data Engineer
2 35 (15.15%) Architect
2 35 (15.15%) Developer
3 30 (12.99%) AWS Engineer
4 28 (12.12%) Cloud Architect
5 26 (11.26%) Big Data Engineer
6 24 (10.39%) Software Engineer
7 18 (7.79%) Solutions Architect
8 16 (6.93%) DevOps Engineer
9 15 (6.49%) Data Architect
10 14 (6.06%) Big Data Architect
10 14 (6.06%) Senior Data Engineer
11 13 (5.63%) Cloud Solutions Architect
11 13 (5.63%) Hadoop Engineer
11 13 (5.63%) Technical Architect
12 12 (5.19%) Data Analytics Architect
12 12 (5.19%) Lead Architect
13 11 (4.76%) Lead Solutions Architect
13 11 (4.76%) Senior Hadoop Engineer
13 11 (4.76%) UI Engineer
Libraries, Frameworks & Software Standards
1 72 (31.17%) Kafka
2 45 (19.48%) .NET
3 35 (15.15%) Pandas
4 32 (13.85%) REST
5 30 (12.99%) Web Services
6 24 (10.39%) NumPy
7 21 (9.09%) scikit-learn
7 21 (9.09%) SciPy
8 19 (8.23%) ASP.NET Web API
9 17 (7.36%) Node.js
10 14 (6.06%) Apache Avro
11 13 (5.63%) JSON
12 12 (5.19%) PySpark
13 11 (4.76%) .NET Core
13 11 (4.76%) MLlib
13 11 (4.76%) RabbitMQ
14 10 (4.33%) Akka.NET
14 10 (4.33%) CSS
15 9 (3.90%) Elastic Stack
16 8 (3.46%) ASP.NET
Miscellaneous
1 22 (9.52%) Fintech
2 21 (9.09%) Computer Science
3 17 (7.36%) User Experience
4 14 (6.06%) Algorithms
5 13 (5.63%) Clustering
6 7 (3.03%) Cyberthreat
7 5 (2.16%) Greenfield Project
7 5 (2.16%) Tandem
8 4 (1.73%) Analytical Skills
9 3 (1.30%) Linux Command Line
9 3 (1.30%) Management Information System
10 2 (0.87%) Enterprise Software
10 2 (0.87%) Internet of Things
10 2 (0.87%) Mobile App
11 1 (0.43%) Cloud Native
11 1 (0.43%) Data Centre
11 1 (0.43%) Enterprise Cloud
11 1 (0.43%) Marketing Technology
11 1 (0.43%) Over-the-Top Content
11 1 (0.43%) Self-Motivation
Operating Systems
1 31 (13.42%) Linux
2 7 (3.03%) Windows
3 6 (2.60%) Unix
4 5 (2.16%) Ubuntu
5 4 (1.73%) Android
5 4 (1.73%) Apple iOS
5 4 (1.73%) CentOS
5 4 (1.73%) Windows Server
Processes & Methodologies
1 105 (45.45%) Agile Software Development
2 67 (29.00%) Software Engineering
3 64 (27.71%) Analytics
4 61 (26.41%) DevOps
5 58 (25.11%) ETL
6 51 (22.08%) Machine Learning
7 40 (17.32%) Data Science
8 37 (16.02%) BDD
9 36 (15.58%) Business Intelligence
10 34 (14.72%) Decision-Making
11 33 (14.29%) Data Engineering
11 33 (14.29%) Scrum
12 32 (13.85%) TDD
13 31 (13.42%) Data Analytics
13 31 (13.42%) Open Source
14 25 (10.82%) Line Management
15 24 (10.39%) Problem-Solving
16 23 (9.96%) DNA
16 23 (9.96%) Use Case
17 20 (8.66%) Continuous Integration
Programming Languages
1 128 (55.41%) SQL
2 99 (42.86%) Python
3 85 (36.80%) Java
4 72 (31.17%) Scala
5 47 (20.35%) C#
6 45 (19.48%) JavaScript
7 14 (6.06%) Clojure
7 14 (6.06%) Lisp
8 12 (5.19%) R
9 11 (4.76%) Shell Script
10 10 (4.33%) Go
11 6 (2.60%) PL/SQL
12 3 (1.30%) AWK
12 3 (1.30%) Bash Shell
12 3 (1.30%) C++
12 3 (1.30%) Ruby
13 2 (0.87%) Elixir
13 2 (0.87%) Erlang
13 2 (0.87%) ES6
14 1 (0.43%) Groovy
Qualifications
1 17 (7.36%) AWS Certification
2 12 (5.19%) Degree
2 12 (5.19%) MCSA
2 12 (5.19%) MCSE
2 12 (5.19%) Microsoft Certification
3 10 (4.33%) Computer Science Degree
4 7 (3.03%) Security Cleared
Quality Assurance & Compliance
1 15 (6.49%) QA
2 6 (2.60%) GCP
3 4 (1.73%) GDPR
4 1 (0.43%) Data Quality
System Software
1 46 (19.91%) Docker
2 34 (14.72%) HDFS
3 15 (6.49%) Apache Flume
4 11 (4.76%) Active Directory
5 2 (0.87%) Virtual Machines
6 1 (0.43%) Varnish
Systems Management
1 23 (9.96%) Ansible
2 21 (9.09%) Oozie
2 21 (9.09%) Terraform
3 17 (7.36%) Grafana
3 17 (7.36%) Opscode Chef
4 12 (5.19%) Kibana
4 12 (5.19%) logstash
4 12 (5.19%) Prometheus
5 9 (3.90%) Puppet
6 8 (3.46%) Consul
7 7 (3.03%) Kubernetes
8 6 (2.60%) Mesos
9 5 (2.16%) Hadoop YARN
10 4 (1.73%) Graphite
10 4 (1.73%) Xymon
10 4 (1.73%) ZABBIX
11 2 (0.87%) Salt
12 1 (0.43%) Marathon
12 1 (0.43%) Packer
Vendors
1 24 (10.39%) Tableau
2 17 (7.36%) Talend
3 15 (6.49%) SAP
4 14 (6.06%) Google
4 14 (6.06%) Microsoft
4 14 (6.06%) Oracle
5 12 (5.19%) Hortonworks
6 11 (4.76%) Atlassian
7 7 (3.03%) Adobe
7 7 (3.03%) MicroStrategy
8 5 (2.16%) Red Hat
9 4 (1.73%) Facebook
10 3 (1.30%) Informatica
11 2 (0.87%) AppDynamics
11 2 (0.87%) IBM
11 2 (0.87%) New Relic
11 2 (0.87%) Palantir
12 1 (0.43%) Cadence
12 1 (0.43%) SaltStack
12 1 (0.43%) Sitecore