Period
to 23 September 2018

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for Amazon S3 skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon S3 over the 6 months to 23 September 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Amazon Simple Storage Service (S3)
Scotland > Edinburgh
6 months to
23 Sep 2018
Same period 2017 Same period 2016
Rank 128 129 -
Rank change year-on-year +1 - -
Contract jobs citing Amazon S3 9 2 0
As % of all contract IT jobs advertised in Edinburgh 0.31% 0.075% -
As % of the Cloud Services category 2.09% 0.66% -
Number of daily rates quoted 6 1 0
Edinburgh median daily rate £538 £500 -
Median daily rate % change year-on-year +7.50% - -
Scotland median daily rate £513 £425 -
% change year-on-year +20.59% - -
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate - - -

Amazon S3 is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Edinburgh with a requirement for cloud computing skills.

All Cloud Skills
Edinburgh
Contract vacancies with a requirement for cloud computing skills 431 304 104
As % of all contract IT jobs advertised in Edinburgh 14.78% 11.40% 4.32%
Number of daily rates quoted 233 182 65
Edinburgh median daily rate £425 £425 £388
Median daily rate % change year-on-year - +9.68% -0.64%
10th Percentile £313 £268 £189
90th Percentile £623 £620 £508
Scotland median daily rate £413 £400 £350
% change year-on-year +3.13% +14.29% -0.71%
Number of hourly rates quoted 2 2 0
Edinburgh median hourly rate £61.00 £26.25 -
Median hourly rate % change year-on-year +132.38% - -
Scotland median hourly rate £17.00 £17.75 £36.00
% change year-on-year -4.23% -50.69% +157.14%

Amazon S3
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Amazon S3 in Edinburgh

Amazon S3
Contractor Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Amazon S3 in Edinburgh.

Contractor daily rate trend for Amazon S3 in Edinburgh

Amazon S3
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing Amazon S3 in Edinburgh over the 6 months to 23 September 2018.

Contractor daily rate histogram for Amazon S3 in Edinburgh

For the 6 months to 23 September 2018, IT contractor 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 contract job ads across the Edinburgh region with a requirement for Amazon S3.

1 9 (100.00%) Amazon AWS
2 8 (88.89%) Amazon EC2
3 6 (66.67%) Cloud Computing
4 5 (55.56%) SQL
4 5 (55.56%) Python
5 4 (44.44%) Finance
5 4 (44.44%) Agile Software Development
5 4 (44.44%) Google Cloud Platform
6 3 (33.33%) Random Forest
6 3 (33.33%) Chatbot
6 3 (33.33%) Reinforcement Learning
6 3 (33.33%) Experimental Design
6 3 (33.33%) Data Science
6 3 (33.33%) Naive Bayes
6 3 (33.33%) Support Vector Machines
6 3 (33.33%) Banking
6 3 (33.33%) Data Management
6 3 (33.33%) Artificial Intelligence
6 3 (33.33%) JIRA
6 3 (33.33%) Load Balancing
6 3 (33.33%) VMware
6 3 (33.33%) VMware Infrastructure
6 3 (33.33%) RDBMS
6 3 (33.33%) Git (software)
6 3 (33.33%) R
6 3 (33.33%) Natural Language Processing
6 3 (33.33%) Machine Learning
6 3 (33.33%) Amazon ELB
6 3 (33.33%) Deep Learning
6 3 (33.33%) Relational Database

Amazon S3
Co-occurring IT Skills in Edinburgh 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 1 (11.11%) Apache
1 1 (11.11%) JBoss
1 1 (11.11%) WebLogic
1 1 (11.11%) WebSphere
Applications
1 3 (33.33%) Chatbot
Cloud Services
1 9 (100.00%) Amazon AWS
2 8 (88.89%) Amazon EC2
3 6 (66.67%) Cloud Computing
4 4 (44.44%) Google Cloud Platform
5 3 (33.33%) Amazon ELB
5 3 (33.33%) Amazon EMR
6 2 (22.22%) Amazon ElastiCache
6 2 (22.22%) AWS CloudFormation
6 2 (22.22%) Microsoft Azure
6 2 (22.22%) Route 53
7 1 (11.11%) Amazon CloudWatch
7 1 (11.11%) Amazon Glacier
7 1 (11.11%) Virtual Private Cloud
Communications & Networking
1 2 (22.22%) DNS
Database & Business Intelligence
1 3 (33.33%) RDBMS
1 3 (33.33%) Relational Database
2 2 (22.22%) Amazon DynamoDB
2 2 (22.22%) Amazon RDS
2 2 (22.22%) Big Data
2 2 (22.22%) NoSQL
Development Applications
1 3 (33.33%) Git (software)
1 3 (33.33%) JIRA
General
1 4 (44.44%) Finance
2 3 (33.33%) Banking
3 2 (22.22%) Marketing
Job Titles
1 3 (33.33%) Architect
1 3 (33.33%) Data Scientist
2 2 (22.22%) Cloud Architect
2 2 (22.22%) DevOps Engineer
2 2 (22.22%) Senior Data Scientist
2 2 (22.22%) Technical Architect
3 1 (11.11%) AWS Architect
3 1 (11.11%) Cloud Engineer
3 1 (11.11%) DBA
3 1 (11.11%) Platform Engineer
3 1 (11.11%) SQL DBA
Libraries, Frameworks & Software Standards
1 3 (33.33%) Natural Language Processing
2 1 (11.11%) Web Services
Miscellaneous
1 3 (33.33%) Algorithms
1 3 (33.33%) Analytical Skills
2 2 (22.22%) Computer Science
2 2 (22.22%) Hybrid Cloud
3 1 (11.11%) Data Centre
3 1 (11.11%) EMC VNX
3 1 (11.11%) VxBlock/Vblock
Operating Systems
1 1 (11.11%) Linux
1 1 (11.11%) Red Hat Enterprise Linux
Processes & Methodologies
1 4 (44.44%) Agile Software Development
2 3 (33.33%) Artificial Intelligence
2 3 (33.33%) Bayesian Methods
2 3 (33.33%) Data Management
2 3 (33.33%) Data Science
2 3 (33.33%) Deep Learning
2 3 (33.33%) DevOps
2 3 (33.33%) Experimental Design
2 3 (33.33%) Load Balancing
2 3 (33.33%) Machine Learning
2 3 (33.33%) Naive Bayes
2 3 (33.33%) Random Forest
2 3 (33.33%) Reinforcement Learning
2 3 (33.33%) Support Vector Machines
3 2 (22.22%) Economics
3 2 (22.22%) High Availability
3 2 (22.22%) Microservices
3 2 (22.22%) Prototyping
3 2 (22.22%) Statistics
3 2 (22.22%) Strategic Thinking
Programming Languages
1 5 (55.56%) Python
1 5 (55.56%) SQL
2 3 (33.33%) R
3 2 (22.22%) Bash Shell
3 2 (22.22%) PowerShell
4 1 (11.11%) Java
Qualifications
1 2 (22.22%) AWS Certification
2 1 (11.11%) VCAP
2 1 (11.11%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 2 (22.22%) QA
System Software
1 3 (33.33%) VMware Infrastructure
2 2 (22.22%) Docker
3 1 (11.11%) EMC RecoverPoint
3 1 (11.11%) VMware NSX
Systems Management
1 2 (22.22%) Kubernetes
1 2 (22.22%) Opscode Chef
1 2 (22.22%) Puppet
2 1 (11.11%) vRealize
Vendors
1 3 (33.33%) VMware
2 2 (22.22%) Google
2 2 (22.22%) Microsoft
3 1 (11.11%) EMC
3 1 (11.11%) F5
3 1 (11.11%) NetApp
3 1 (11.11%) Red Hat