Period
to 21 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for AWS Lambda skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited AWS Lambda over the 6 months to 21 January 2019 with a comparison to the same period in the previous 2 years.

Amazon AWS Lambda
Scotland > Edinburgh
6 months to
21 Jan 2019
Same period 2018 Same period 2017
Rank 137 146 133
Rank change year-on-year +9 -13 -
Permanent jobs citing AWS Lambda 9 1 3
As % of all permanent IT jobs advertised in Edinburgh 0.37% 0.039% 0.14%
As % of the Cloud Services category 2.00% 0.23% 1.42%
Number of salaries quoted 9 1 3
Edinburgh median annual salary £60,000 £70,000 £27,500
Median salary % change year-on-year -14.29% +154.55% -
10th Percentile £41,500 £67,500 £26,250
90th Percentile £67,500 £72,500 £36,750
Scotland median annual salary £60,000 £70,000 £27,500
% change year-on-year -14.29% +154.55% -

AWS Lambda 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 Edinburgh with a requirement for cloud computing skills.

All Cloud Skills
Edinburgh
Permanent vacancies with a requirement for cloud computing skills 450 440 212
As % of all permanent IT jobs advertised in Edinburgh 18.66% 16.96% 9.76%
Number of salaries quoted 260 290 136
Edinburgh median annual salary £47,500 £45,000 £44,750
Median salary % change year-on-year +5.56% +0.56% +9.82%
10th Percentile £30,000 £26,500 £30,750
90th Percentile £73,850 £65,000 £63,750
Scotland median annual salary £47,500 £44,000 £42,500
% change year-on-year +7.95% +3.53% -

AWS Lambda
Job Vacancy Trend in Edinburgh

Job postings citing AWS Lambda as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for AWS Lambda in Edinburgh

AWS Lambda
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing AWS Lambda in Edinburgh.

Salary trend for AWS Lambda in Edinburgh

AWS Lambda
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing AWS Lambda in Edinburgh over the 6 months to 21 January 2019.

Salary histogram for AWS Lambda in Edinburgh

For the 6 months to 21 January 2019, IT jobs citing AWS Lambda 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 Edinburgh region with a requirement for AWS Lambda.

1 9 (100.00%) Amazon AWS
1 9 (100.00%) Serverless
2 8 (88.89%) Amazon S3
3 7 (77.78%) Ruby
4 6 (66.67%) Software Engineering
5 5 (55.56%) Puppet
5 5 (55.56%) Amazon Redshift
5 5 (55.56%) Apache Spark
5 5 (55.56%) Elasticsearch
5 5 (55.56%) Data Centre
6 4 (44.44%) Elastic Stack
6 4 (44.44%) AWS CloudFormation
6 4 (44.44%) Amazon Kinesis
6 4 (44.44%) Ansible
6 4 (44.44%) Amazon EMR
6 4 (44.44%) Amazon EC2
6 4 (44.44%) Java
6 4 (44.44%) Python
7 3 (33.33%) ETL
7 3 (33.33%) JavaScript
7 3 (33.33%) MySQL
7 3 (33.33%) Hadoop
7 3 (33.33%) Ruby on Rails
7 3 (33.33%) Amazon RDS
7 3 (33.33%) Docker
7 3 (33.33%) SaaS
7 3 (33.33%) RabbitMQ
7 3 (33.33%) Splunk
7 3 (33.33%) Kafka
7 3 (33.33%) Analytics

AWS Lambda
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 5 (55.56%) Apache Spark
1 5 (55.56%) Elasticsearch
2 2 (22.22%) Apache Pig
3 1 (11.11%) Apache
Cloud Services
1 9 (100.00%) Amazon AWS
1 9 (100.00%) Serverless
2 8 (88.89%) Amazon S3
3 4 (44.44%) Amazon EC2
3 4 (44.44%) Amazon EMR
3 4 (44.44%) Amazon Kinesis
3 4 (44.44%) AWS CloudFormation
4 3 (33.33%) SaaS
5 2 (22.22%) Amazon CloudWatch
5 2 (22.22%) AWS CodePipeline
5 2 (22.22%) AWS Elastic Beanstalk
5 2 (22.22%) Cloud Computing
5 2 (22.22%) Datadog
5 2 (22.22%) GitHub
5 2 (22.22%) Sumo Logic
Database & Business Intelligence
1 5 (55.56%) Amazon Redshift
2 3 (33.33%) Amazon RDS
2 3 (33.33%) Hadoop
2 3 (33.33%) MySQL
3 2 (22.22%) Amazon DynamoDB
3 2 (22.22%) Apache Hive
3 2 (22.22%) Big Data
3 2 (22.22%) OpenTSDB
3 2 (22.22%) Parquet
3 2 (22.22%) PostgreSQL
Development Applications
1 2 (22.22%) Atlassian Bamboo
1 2 (22.22%) Bitbucket
1 2 (22.22%) Git (software)
1 2 (22.22%) GitLab
1 2 (22.22%) Jenkins
1 2 (22.22%) Travis CI
General
1 1 (11.11%) Finance
Job Titles
1 3 (33.33%) AWS Engineer
1 3 (33.33%) Cloud Engineer
1 3 (33.33%) Operations Team Leader
1 3 (33.33%) Senior Cloud Engineer
1 3 (33.33%) Software Engineer
1 3 (33.33%) Team Leader
2 2 (22.22%) Senior Software Engineer
2 2 (22.22%) Senior Web Engineer
2 2 (22.22%) Web Engineer
3 1 (11.11%) Cloud Software Engineer
3 1 (11.11%) Data Engineer
Libraries, Frameworks & Software Standards
1 4 (44.44%) Elastic Stack
2 3 (33.33%) Kafka
2 3 (33.33%) RabbitMQ
2 3 (33.33%) Ruby on Rails
3 2 (22.22%) Apache Flex
3 2 (22.22%) Apache Thrift
3 2 (22.22%) Node.js
3 2 (22.22%) PostGIS
3 2 (22.22%) Protocol Buffers
3 2 (22.22%) Samza
4 1 (11.11%) CSS
4 1 (11.11%) HTML
Miscellaneous
1 5 (55.56%) Data Centre
2 3 (33.33%) Analytical Skills
2 3 (33.33%) Private Cloud
3 2 (22.22%) Cloud Native
3 2 (22.22%) Linux Command Line
4 1 (11.11%) Fintech
Operating Systems
1 3 (33.33%) SmartOS
2 2 (22.22%) Linux
Processes & Methodologies
1 6 (66.67%) Software Engineering
2 3 (33.33%) Analytics
2 3 (33.33%) Coaching
2 3 (33.33%) ETL
2 3 (33.33%) Line Management
2 3 (33.33%) Mentoring
2 3 (33.33%) Problem-Solving
2 3 (33.33%) Tech Ops
3 2 (22.22%) Agile Software Development
3 2 (22.22%) Configuration Management
3 2 (22.22%) Continuous Delivery
3 2 (22.22%) Continuous Deployment
3 2 (22.22%) Decision-Making
3 2 (22.22%) Deployment Automation
3 2 (22.22%) Low Latency
3 2 (22.22%) OO
3 2 (22.22%) Open Source
3 2 (22.22%) Security Patching
3 2 (22.22%) Systems Analysis
3 2 (22.22%) Task Automation
Programming Languages
1 7 (77.78%) Ruby
2 4 (44.44%) Java
2 4 (44.44%) Python
3 3 (33.33%) JavaScript
4 2 (22.22%) Bash Shell
4 2 (22.22%) C#
4 2 (22.22%) Go
4 2 (22.22%) Scala
4 2 (22.22%) SQL
Quality Assurance & Compliance
1 1 (11.11%) GDPR
System Software
1 3 (33.33%) Docker
2 2 (22.22%) HDFS
Systems Management
1 5 (55.56%) Puppet
2 4 (44.44%) Ansible
3 2 (22.22%) Grafana
3 2 (22.22%) Kibana
3 2 (22.22%) Kubernetes
3 2 (22.22%) logstash
3 2 (22.22%) Mesos
3 2 (22.22%) Oozie
3 2 (22.22%) Opscode Chef
3 2 (22.22%) Prometheus
3 2 (22.22%) Sysdig
3 2 (22.22%) Terraform
Vendors
1 3 (33.33%) Splunk