Period
to 15 August 2018

The following table provides summary statistics for permanent job vacancies advertised in the South West 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 15 August 2018 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
England > South West
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 303 323 -
Rank change year-on-year +20 - -
Permanent jobs citing Amazon Kinesis 42 4 0
As % of all permanent IT jobs advertised in the South West 0.40% 0.039% -
As % of the Cloud Services category 2.04% 0.23% -
Number of salaries quoted 36 1 0
South West median annual salary £60,000 £55,000 -
Median salary % change year-on-year +9.09% - -
England median annual salary £70,000 £70,000 £65,000
% change year-on-year - +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 the South West with a requirement for cloud computing skills.

All Cloud Skills
South West
Permanent vacancies with a requirement for cloud computing skills 2,061 1,716 1,138
As % of all permanent IT jobs advertised in the South West 19.75% 16.54% 10.41%
Number of salaries quoted 1,764 1,424 968
South West median annual salary £45,000 £44,500 £40,000
Median salary % change year-on-year +1.12% +11.25% -5.88%
10th Percentile £26,750 £25,750 £23,000
90th Percentile £70,000 £70,000 £67,500
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.26%

Amazon Kinesis
Job Vacancy Trend in the South West

Job postings citing Amazon Kinesis as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for Amazon Kinesis in the South West

Amazon Kinesis
Salary Trend in the South West

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

Salary trend for Amazon Kinesis in the South West

Amazon Kinesis
Salary Histogram in the South West

The salary distribution of IT jobs citing Amazon Kinesis in the South West over the 6 months to 15 August 2018.

Salary histogram for Amazon Kinesis in the South West

Amazon Kinesis
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Kinesis within the South West region over the 6 months to 15 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
Bristol +54 34 £57,500 +4.55% 1
Somerset - 4 £82,500 -
Avon - 2 £50,000 -
Gloucestershire +12 1 £60,000 -
Amazon Kinesis
England

For the 6 months to 15 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 across the South West region with a requirement for Amazon Kinesis.

1 42 (100.00%) Amazon AWS
2 41 (97.62%) Amazon Redshift
3 40 (95.24%) Agile Software Development
4 33 (78.57%) Big Data
5 31 (73.81%) Python
6 30 (71.43%) Java
7 29 (69.05%) C#
7 29 (69.05%) SQL
8 26 (61.90%) Scrum
8 26 (61.90%) Docker
8 26 (61.90%) DevOps
9 24 (57.14%) NoSQL
10 23 (54.76%) Software Engineering
11 22 (52.38%) Microsoft Azure
12 21 (50.00%) Hadoop
12 21 (50.00%) Amazon EC2
12 21 (50.00%) Amazon S3
12 21 (50.00%) Apache Spark
13 17 (40.48%) Amazon DynamoDB
13 17 (40.48%) Scala
13 17 (40.48%) ETL
14 15 (35.71%) .NET
14 15 (35.71%) PostgreSQL
14 15 (35.71%) Kafka
14 15 (35.71%) Pandas
15 14 (33.33%) REST
16 13 (30.95%) TeamCity
16 13 (30.95%) Continuous Integration
16 13 (30.95%) Octopus Deploy
16 13 (30.95%) Amazon EMR

Amazon Kinesis
Co-occurring IT Skills in the South West 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 21 (50.00%) Apache Spark
2 12 (28.57%) Apache Pig
2 12 (28.57%) Elasticsearch
Applications
1 1 (2.38%) Microsoft Office
Cloud Services
1 42 (100.00%) Amazon AWS
2 22 (52.38%) Microsoft Azure
3 21 (50.00%) Amazon EC2
3 21 (50.00%) Amazon S3
4 13 (30.95%) Amazon EMR
5 12 (28.57%) GitHub
6 9 (21.43%) Cloud Computing
6 9 (21.43%) Google Cloud Platform
7 7 (16.67%) AWS Lambda
7 7 (16.67%) Serverless
8 1 (2.38%) Office 365
Communications & Networking
1 9 (21.43%) SMS
2 5 (11.90%) MQTT
3 2 (4.76%) Internet
4 1 (2.38%) Network Security
Database & Business Intelligence
1 41 (97.62%) Amazon Redshift
2 33 (78.57%) Big Data
3 24 (57.14%) NoSQL
4 21 (50.00%) Hadoop
5 17 (40.48%) Amazon DynamoDB
6 15 (35.71%) PostgreSQL
7 12 (28.57%) Amazon Athena
7 12 (28.57%) Apache Hive
7 12 (28.57%) BigQuery
7 12 (28.57%) Impala
7 12 (28.57%) Power BI
7 12 (28.57%) Presto
7 12 (28.57%) Spotfire
8 11 (26.19%) Redis
9 10 (23.81%) MongoDB
9 10 (23.81%) Neo4j
9 10 (23.81%) RDBMS
9 10 (23.81%) Relational Database
10 8 (19.05%) Apache Cassandra
11 5 (11.90%) SQL Server
Development Applications
1 13 (30.95%) Octopus Deploy
1 13 (30.95%) TeamCity
2 12 (28.57%) JIRA
3 4 (9.52%) Git (software)
General
1 5 (11.90%) Finance
2 4 (9.52%) Electronics
3 2 (4.76%) Manufacturing
4 1 (2.38%) Legal
4 1 (2.38%) Retail
Job Titles
1 23 (54.76%) AWS Engineer
2 17 (40.48%) Data Engineer
3 12 (28.57%) Hadoop Engineer
3 12 (28.57%) Senior Data Engineer
3 12 (28.57%) Senior Hadoop Engineer
4 7 (16.67%) .NET Software Engineer
4 7 (16.67%) C# Software Engineer
4 7 (16.67%) Software Engineer
5 6 (14.29%) AWS Software Engineer
6 4 (9.52%) Senior .NET Software Engineer
6 4 (9.52%) Senior C# Software Engineer
6 4 (9.52%) Senior Software Engineer
7 3 (7.14%) .NET Team Leader
7 3 (7.14%) Development Manager
7 3 (7.14%) Software Development Manager
7 3 (7.14%) Software Engineering Team Leader
7 3 (7.14%) Software Manager
7 3 (7.14%) Software Team Leader
7 3 (7.14%) Team Leader
7 3 (7.14%) UI Engineer
Libraries, Frameworks & Software Standards
1 15 (35.71%) .NET
1 15 (35.71%) Kafka
1 15 (35.71%) Pandas
2 14 (33.33%) REST
3 12 (28.57%) MLlib
4 11 (26.19%) .NET Core
5 10 (23.81%) Akka.NET
5 10 (23.81%) ASP.NET Web API
6 5 (11.90%) .NET Framework
6 5 (11.90%) Velocity
7 3 (7.14%) NumPy
7 3 (7.14%) Redux
7 3 (7.14%) SciPy
7 3 (7.14%) TensorFlow
8 2 (4.76%) Keras
8 2 (4.76%) Theano
9 1 (2.38%) ASP.NET
9 1 (2.38%) gRPC
9 1 (2.38%) JSON
9 1 (2.38%) RESTful
Miscellaneous
1 12 (28.57%) Clustering
2 5 (11.90%) Algorithms
3 4 (9.52%) User Experience
4 2 (4.76%) Internet of Things
5 1 (2.38%) Fintech
5 1 (2.38%) SCADA
5 1 (2.38%) Self-Motivation
Operating Systems
1 4 (9.52%) Windows
1 4 (9.52%) Windows Server
2 1 (2.38%) Linux
2 1 (2.38%) Unix
Processes & Methodologies
1 40 (95.24%) Agile Software Development
2 26 (61.90%) DevOps
2 26 (61.90%) Scrum
3 23 (54.76%) Software Engineering
4 17 (40.48%) ETL
5 13 (30.95%) Continuous Integration
6 12 (28.57%) Analytics
6 12 (28.57%) Artificial Intelligence
6 12 (28.57%) Business Intelligence
6 12 (28.57%) Coaching
6 12 (28.57%) Data Analytics
6 12 (28.57%) Data Visualisation
6 12 (28.57%) Deployment Automation
6 12 (28.57%) MapReduce
6 12 (28.57%) Open Source
6 12 (28.57%) Visualisation
7 10 (23.81%) Data Engineering
7 10 (23.81%) Data Science
7 10 (23.81%) Use Case
8 9 (21.43%) Kanban
Programming Languages
1 31 (73.81%) Python
2 30 (71.43%) Java
3 29 (69.05%) C#
3 29 (69.05%) SQL
4 17 (40.48%) Scala
5 6 (14.29%) JavaScript
6 3 (7.14%) C++
Qualifications
1 1 (2.38%) MCSA
1 1 (2.38%) MCSE
1 1 (2.38%) Microsoft Certification
1 1 (2.38%) Security Cleared
System Software
1 26 (61.90%) Docker
Systems Management
1 13 (30.95%) Opscode Chef
Vendors
1 12 (28.57%) Atlassian
1 12 (28.57%) Tableau
2 9 (21.43%) Google
3 1 (2.38%) Microsoft