Period
to 22 April 2019

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Amazon S3 skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon S3 over the 6 months to 22 April 2019 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK > Scotland
6 months to
22 Apr 2019
Same period 2018 Same period 2017
Rank 218 228 203
Rank change year-on-year +10 -25 +34
Permanent jobs citing Amazon S3 13 16 8
As % of all permanent IT jobs advertised in Scotland 0.24% 0.28% 0.17%
As % of the Cloud Services category 1.13% 1.48% 1.54%
Number of salaries quoted 8 12 2
Scotland median annual salary £62,500 £52,250 £50,000
Median salary % change year-on-year +19.62% +4.50% -
10th Percentile £51,250 £22,750 £45,500
90th Percentile £68,750 £78,750 £54,500
UK median annual salary £65,000 £65,000 £55,000
% change year-on-year - +18.18% +4.76%

Amazon S3 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 Scotland with a requirement for cloud computing skills.

All Cloud Skills
Scotland
Permanent vacancies with a requirement for cloud computing skills 1,148 1,079 520
As % of all permanent IT jobs advertised in Scotland 21.35% 18.71% 11.19%
Number of salaries quoted 702 669 355
Scotland median annual salary £46,500 £45,000 £45,000
Median salary % change year-on-year +3.33% - +5.88%
10th Percentile £29,000 £28,750 £27,500
90th Percentile £67,500 £67,500 £70,000
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Amazon S3
Job Vacancy Trend in Scotland

Job postings citing Amazon S3 as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Amazon S3 in Scotland

Amazon S3
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon S3 in Scotland.

Salary trend for Amazon S3 in Scotland

Amazon S3
Salary Histogram in Scotland

The salary distribution of IT jobs citing Amazon S3 in Scotland over the 6 months to 22 April 2019.

Salary histogram for Amazon S3 in Scotland

Amazon S3
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon S3 within the Scotland region over the 6 months to 22 April 2019. 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
Edinburgh -16 7 £60,000 -12.73%
Glasgow +34 6 £67,500 +4.25% 1
Amazon S3
UK

For the 6 months to 22 April 2019, IT jobs citing Amazon S3 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 Scotland region with a requirement for Amazon S3.

1 11 (84.62%) Amazon AWS
2 9 (69.23%) Python
2 9 (69.23%) AWS Lambda
2 9 (69.23%) Serverless
3 8 (61.54%) Amazon EC2
3 8 (61.54%) Hadoop
3 8 (61.54%) Apache Spark
4 6 (46.15%) Software Engineering
4 6 (46.15%) SQL
4 6 (46.15%) ETL
5 5 (38.46%) Business Intelligence
5 5 (38.46%) Data Management
5 5 (38.46%) Scala
5 5 (38.46%) NoSQL
5 5 (38.46%) Data Quality
5 5 (38.46%) Kafka
5 5 (38.46%) Amazon RDS
5 5 (38.46%) Metadata Management
5 5 (38.46%) Data Engineering
6 4 (30.77%) Elasticsearch
6 4 (30.77%) Amazon EMR
6 4 (30.77%) Analytics
6 4 (30.77%) Data Centre
6 4 (30.77%) Analytical Skills
6 4 (30.77%) Amazon Redshift
6 4 (30.77%) HDFS
6 4 (30.77%) Mentoring
6 4 (30.77%) Visualisation
6 4 (30.77%) Ruby
6 4 (30.77%) Agile Software Development

Amazon S3
Co-occurring IT Skills in Scotland 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 8 (61.54%) Apache Spark
2 4 (30.77%) Elasticsearch
3 3 (23.08%) Apache
4 1 (7.69%) nginx
Cloud Services
1 11 (84.62%) Amazon AWS
2 9 (69.23%) AWS Lambda
2 9 (69.23%) Serverless
3 8 (61.54%) Amazon EC2
4 4 (30.77%) Amazon EMR
5 3 (23.08%) Amazon Kinesis
6 2 (15.38%) AWS CloudFormation
6 2 (15.38%) Cloud Computing
6 2 (15.38%) Microsoft Azure
6 2 (15.38%) SaaS
7 1 (7.69%) Akamai
7 1 (7.69%) Virtual Private Cloud
Communications & Networking
1 1 (7.69%) HTTP
1 1 (7.69%) Kerberos
1 1 (7.69%) Remote Desktop
1 1 (7.69%) TCP/IP
1 1 (7.69%) Wireshark
Database & Business Intelligence
1 8 (61.54%) Hadoop
2 5 (38.46%) Amazon RDS
2 5 (38.46%) NoSQL
3 4 (30.77%) Amazon Redshift
3 4 (30.77%) PostgreSQL
4 3 (23.08%) MySQL
5 2 (15.38%) Amazon DynamoDB
5 2 (15.38%) Apache Hive
5 2 (15.38%) Big Data
5 2 (15.38%) Neo4j
5 2 (15.38%) OpenTSDB
5 2 (15.38%) Parquet
5 2 (15.38%) SQL Server
5 2 (15.38%) Sqoop
Development Applications
1 2 (15.38%) Git (software)
1 2 (15.38%) JIRA
2 1 (7.69%) Fiddler
2 1 (7.69%) Mercurial
General
1 3 (23.08%) Marketing
2 2 (15.38%) Finance
2 2 (15.38%) Legal
3 1 (7.69%) Banking
Job Titles
1 7 (53.85%) Data Engineer
2 2 (15.38%) Cloud Engineer
2 2 (15.38%) Operations Team Leader
2 2 (15.38%) Senior Cloud Engineer
2 2 (15.38%) Senior Data Engineer
2 2 (15.38%) Senior Software Engineer
2 2 (15.38%) Senior Web Engineer
2 2 (15.38%) Software Engineer
2 2 (15.38%) Team Leader
2 2 (15.38%) Web Engineer
3 1 (7.69%) Angular Developer
3 1 (7.69%) AWS Engineer
3 1 (7.69%) Cloud Software Engineer
3 1 (7.69%) Developer
3 1 (7.69%) Node.js Developer
3 1 (7.69%) Operations Engineer
3 1 (7.69%) Python Engineer
3 1 (7.69%) Senior Operations Engineer
Libraries, Frameworks & Software Standards
1 5 (38.46%) Kafka
2 3 (23.08%) PySpark
3 2 (15.38%) Apache Flex
3 2 (15.38%) Apache Thrift
3 2 (15.38%) Elastic Stack
3 2 (15.38%) LAPP Stack
3 2 (15.38%) PostGIS
3 2 (15.38%) Protocol Buffers
3 2 (15.38%) RabbitMQ
3 2 (15.38%) Ruby on Rails
3 2 (15.38%) Samza
4 1 (7.69%) AngularJS
4 1 (7.69%) Express
4 1 (7.69%) Node.js
4 1 (7.69%) NumPy
4 1 (7.69%) OAuth
4 1 (7.69%) OAuth2
4 1 (7.69%) OpenID
4 1 (7.69%) Pandas
4 1 (7.69%) SAML
Miscellaneous
1 4 (30.77%) Analytical Skills
1 4 (30.77%) Data Centre
2 3 (23.08%) Digital Media
2 3 (23.08%) User Experience
3 2 (15.38%) Cloud Native
3 2 (15.38%) Private Cloud
4 1 (7.69%) Algorithms
Operating Systems
1 3 (23.08%) Android
1 3 (23.08%) Apple iOS
1 3 (23.08%) Linux
2 2 (15.38%) SmartOS
Processes & Methodologies
1 6 (46.15%) ETL
1 6 (46.15%) Software Engineering
2 5 (38.46%) Business Intelligence
2 5 (38.46%) Data Engineering
2 5 (38.46%) Data Management
2 5 (38.46%) Metadata Management
3 4 (30.77%) Agile Software Development
3 4 (30.77%) Analytics
3 4 (30.77%) Mentoring
3 4 (30.77%) Visualisation
4 3 (23.08%) Benchmarking
4 3 (23.08%) Data Analysis
4 3 (23.08%) Data Analytics
4 3 (23.08%) Data Architecture
4 3 (23.08%) Data Munging
4 3 (23.08%) Data Privacy
4 3 (23.08%) Data Security
4 3 (23.08%) Information Security
4 3 (23.08%) Master Data Management
4 3 (23.08%) Open Source
Programming Languages
1 9 (69.23%) Python
2 6 (46.15%) SQL
3 5 (38.46%) Scala
4 4 (30.77%) Java
4 4 (30.77%) Ruby
5 3 (23.08%) Bash Shell
5 3 (23.08%) Shell Script
6 2 (15.38%) C#
7 1 (7.69%) JavaScript
Qualifications
1 2 (15.38%) Computer Science Degree
1 2 (15.38%) Degree
Quality Assurance & Compliance
1 5 (38.46%) Data Quality
2 3 (23.08%) GDPR
3 2 (15.38%) ISO/IEC 27001
3 2 (15.38%) QA
System Software
1 4 (30.77%) HDFS
2 2 (15.38%) Apache Flume
2 2 (15.38%) Docker
3 1 (7.69%) Active Directory
Systems Management
1 3 (23.08%) Kibana
2 2 (15.38%) Ansible
2 2 (15.38%) Hadoop YARN
2 2 (15.38%) logstash
2 2 (15.38%) Mesos
2 2 (15.38%) Puppet
Vendors
1 4 (30.77%) Microsoft
2 3 (23.08%) Roku
2 3 (23.08%) Tableau
2 3 (23.08%) Virgin Media
3 2 (15.38%) Cloudera
3 2 (15.38%) Hortonworks
4 1 (7.69%) Okta
4 1 (7.69%) Splunk