Period
to 22 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Bristol 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 22 September 2018 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
South West > Bristol
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 177 194 -
Rank change year-on-year +17 - -
Permanent jobs citing Amazon Kinesis 23 7 0
As % of all permanent IT jobs advertised in Bristol 0.62% 0.18% -
As % of the Cloud Services category 3.29% 1.17% -
Number of salaries quoted 16 5 0
Bristol median annual salary £58,750 £50,000 -
Median salary % change year-on-year +17.50% - -
South West median annual salary £60,000 £50,000 -
% change year-on-year +20.00% - -

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 Bristol with a requirement for cloud computing skills.

All Cloud Skills
Bristol
Permanent vacancies with a requirement for cloud computing skills 699 600 336
As % of all permanent IT jobs advertised in Bristol 18.80% 15.76% 10.11%
Number of salaries quoted 566 498 288
Bristol median annual salary £47,500 £47,500 £50,500
Median salary % change year-on-year - -5.94% -8.18%
10th Percentile £27,500 £30,250 £27,850
90th Percentile £72,500 £70,250 £82,500
South West median annual salary £45,000 £45,000 £40,000
% change year-on-year - +12.50% -5.88%

Amazon Kinesis
Job Vacancy Trend in Bristol

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

Job vacancy trend for Amazon Kinesis in Bristol

Amazon Kinesis
Salary Trend in Bristol

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

Salary trend for Amazon Kinesis in Bristol

Amazon Kinesis
Salary Histogram in Bristol

The salary distribution of IT jobs citing Amazon Kinesis in Bristol over the 6 months to 22 September 2018.

Salary histogram for Amazon Kinesis in Bristol

For the 6 months to 22 September 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 Bristol region with a requirement for Amazon Kinesis.

1 23 (100.00%) Agile Software Development
1 23 (100.00%) Amazon AWS
1 23 (100.00%) Amazon Redshift
2 21 (91.30%) Big Data
3 19 (82.61%) Python
4 18 (78.26%) Scrum
5 17 (73.91%) C#
5 17 (73.91%) Java
6 16 (69.57%) NoSQL
7 14 (60.87%) Docker
7 14 (60.87%) DevOps
7 14 (60.87%) SQL
8 13 (56.52%) Hadoop
8 13 (56.52%) Microsoft Azure
9 12 (52.17%) Amazon EC2
9 12 (52.17%) Amazon S3
9 12 (52.17%) Software Engineering
10 11 (47.83%) ETL
10 11 (47.83%) Apache Spark
11 10 (43.48%) Pandas
11 10 (43.48%) Amazon DynamoDB
11 10 (43.48%) PostgreSQL
11 10 (43.48%) Kafka
12 9 (39.13%) MongoDB
12 9 (39.13%) Neo4j
12 9 (39.13%) Use Case
12 9 (39.13%) RDBMS
12 9 (39.13%) Relational Database
12 9 (39.13%) Data Engineering
12 9 (39.13%) Data Science

Amazon Kinesis
Co-occurring IT Skills in Bristol 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 11 (47.83%) Apache Spark
2 7 (30.43%) Apache Pig
2 7 (30.43%) Elasticsearch
Cloud Services
1 23 (100.00%) Amazon AWS
2 13 (56.52%) Microsoft Azure
3 12 (52.17%) Amazon EC2
3 12 (52.17%) Amazon S3
4 7 (30.43%) Amazon EMR
4 7 (30.43%) GitHub
5 6 (26.09%) Cloud Computing
5 6 (26.09%) Google Cloud Platform
6 5 (21.74%) AWS Lambda
6 5 (21.74%) Serverless
Communications & Networking
1 6 (26.09%) SMS
2 4 (17.39%) MQTT
3 2 (8.70%) Internet
Database & Business Intelligence
1 23 (100.00%) Amazon Redshift
2 21 (91.30%) Big Data
3 16 (69.57%) NoSQL
4 13 (56.52%) Hadoop
5 10 (43.48%) Amazon DynamoDB
5 10 (43.48%) PostgreSQL
6 9 (39.13%) MongoDB
6 9 (39.13%) Neo4j
6 9 (39.13%) RDBMS
6 9 (39.13%) Relational Database
7 8 (34.78%) Apache Cassandra
8 7 (30.43%) Amazon Athena
8 7 (30.43%) Apache Hive
8 7 (30.43%) BigQuery
8 7 (30.43%) Impala
8 7 (30.43%) Power BI
8 7 (30.43%) Presto
8 7 (30.43%) Spotfire
9 6 (26.09%) Redis
10 1 (4.35%) SQL Server
Development Applications
1 7 (30.43%) JIRA
1 7 (30.43%) Octopus Deploy
1 7 (30.43%) TeamCity
General
1 2 (8.70%) Manufacturing
2 1 (4.35%) Finance
Job Titles
1 15 (65.22%) AWS Engineer
2 11 (47.83%) Data Engineer
3 7 (30.43%) Hadoop Engineer
3 7 (30.43%) Senior Data Engineer
3 7 (30.43%) Senior Hadoop Engineer
4 4 (17.39%) .NET Software Engineer
4 4 (17.39%) AWS Software Engineer
4 4 (17.39%) C# Software Engineer
4 4 (17.39%) Software Engineer
5 3 (13.04%) Development Manager
5 3 (13.04%) Software Development Manager
5 3 (13.04%) Software Manager
6 2 (8.70%) .NET Team Leader
6 2 (8.70%) Senior .NET Software Engineer
6 2 (8.70%) Senior C# Software Engineer
6 2 (8.70%) Senior Software Engineer
6 2 (8.70%) Software Engineering Team Leader
6 2 (8.70%) Software Team Leader
6 2 (8.70%) Team Leader
7 1 (4.35%) Data Science Manager
Libraries, Frameworks & Software Standards
1 10 (43.48%) Kafka
1 10 (43.48%) Pandas
2 7 (30.43%) .NET
2 7 (30.43%) MLlib
2 7 (30.43%) REST
3 6 (26.09%) .NET Core
3 6 (26.09%) Akka.NET
3 6 (26.09%) ASP.NET Web API
4 3 (13.04%) NumPy
4 3 (13.04%) SciPy
4 3 (13.04%) TensorFlow
5 2 (8.70%) Keras
5 2 (8.70%) Theano
6 1 (4.35%) .NET Framework
6 1 (4.35%) Redux
6 1 (4.35%) Velocity
Miscellaneous
1 7 (30.43%) Clustering
2 4 (17.39%) Algorithms
3 2 (8.70%) Internet of Things
4 1 (4.35%) SCADA
Operating Systems
1 1 (4.35%) Windows
1 1 (4.35%) Windows Server
Processes & Methodologies
1 23 (100.00%) Agile Software Development
2 18 (78.26%) Scrum
3 14 (60.87%) DevOps
4 12 (52.17%) Software Engineering
5 11 (47.83%) ETL
6 9 (39.13%) Data Engineering
6 9 (39.13%) Data Science
6 9 (39.13%) Use Case
7 8 (34.78%) Machine Learning
8 7 (30.43%) Analytics
8 7 (30.43%) Artificial Intelligence
8 7 (30.43%) Business Intelligence
8 7 (30.43%) Coaching
8 7 (30.43%) Continuous Integration
8 7 (30.43%) Data Analytics
8 7 (30.43%) Data Visualisation
8 7 (30.43%) Deployment Automation
8 7 (30.43%) MapReduce
8 7 (30.43%) Open Source
8 7 (30.43%) Visualisation
Programming Languages
1 19 (82.61%) Python
2 17 (73.91%) C#
2 17 (73.91%) Java
3 14 (60.87%) SQL
4 7 (30.43%) Scala
5 4 (17.39%) JavaScript
6 3 (13.04%) C++
System Software
1 14 (60.87%) Docker
Systems Management
1 7 (30.43%) Opscode Chef
Vendors
1 7 (30.43%) Atlassian
1 7 (30.43%) Tableau
2 6 (26.09%) Google