Period
to 24 April 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Serverless skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Serverless over the 6 months to 24 April 2018 with a comparison to the same period in the previous 2 years.

Serverless Computing
Scotland > Glasgow
6 months to
24 Apr 2018
Same period 2017 Same period 2016
Rank 143 - -
Rank change year-on-year - - -
Permanent jobs citing Serverless 24 0 0
As % of all permanent IT jobs advertised in Glasgow 0.97% - -
As % of the Cloud Services category 5.41% - -
Number of salaries quoted 7 0 0
Glasgow median annual salary £70,000 - -
Scotland median annual salary £70,000 - -

Serverless 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 Glasgow with a requirement for cloud computing skills.

All Cloud Skills
Glasgow
Permanent vacancies with a requirement for cloud computing skills 444 204 248
As % of all permanent IT jobs advertised in Glasgow 17.87% 10.84% 9.44%
Number of salaries quoted 279 135 150
Glasgow median annual salary £44,000 £42,500 £42,500
Median salary % change year-on-year +3.53% - -5.56%
10th Percentile £29,200 £27,800 £28,700
90th Percentile £65,100 £59,300 £60,000
Scotland median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -5.56%

Serverless
Job Vacancy Trend in Glasgow

Job postings citing Serverless as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Serverless in Glasgow

Serverless
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Serverless in Glasgow.

Salary trend for Serverless in Glasgow

Serverless
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Serverless in Glasgow over the 6 months to 24 April 2018.

Salary histogram for Serverless in Glasgow

For the 6 months to 24 April 2018, IT jobs citing Serverless 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 Glasgow region with a requirement for Serverless.

1 24 (100.00%) Python
1 24 (100.00%) Amazon AWS
1 24 (100.00%) AWS CloudFormation
1 24 (100.00%) AWS Lambda
2 23 (95.83%) scikit-learn
2 23 (95.83%) Pandas
2 23 (95.83%) Amazon Kinesis
2 23 (95.83%) SciPy
2 23 (95.83%) NumPy
2 23 (95.83%) NoSQL
2 23 (95.83%) Machine Learning
2 23 (95.83%) SQL
3 22 (91.67%) Data Analysis
3 22 (91.67%) JavaScript
3 22 (91.67%) Git (software)
4 17 (70.83%) Load Testing
5 16 (66.67%) Software Engineering
6 13 (54.17%) Lisp
6 13 (54.17%) Clojure
7 8 (33.33%) Problem-Solving
7 8 (33.33%) Computer Science
8 7 (29.17%) Algorithms
9 4 (16.67%) Artificial Intelligence
10 3 (12.50%) Use Case
10 3 (12.50%) Data Science
11 2 (8.33%) Anomaly Detection
11 2 (8.33%) C#
11 2 (8.33%) Java
12 1 (4.17%) .NET
12 1 (4.17%) PostgreSQL

Serverless
Co-occurring IT Skills in Glasgow 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 (4.17%) Apache Spark
1 1 (4.17%) Elasticsearch
Cloud Services
1 24 (100.00%) Amazon AWS
1 24 (100.00%) AWS CloudFormation
1 24 (100.00%) AWS Lambda
2 23 (95.83%) Amazon Kinesis
3 1 (4.17%) Amazon EC2
3 1 (4.17%) Amazon EMR
3 1 (4.17%) Amazon S3
3 1 (4.17%) Cloud Computing
Database & Business Intelligence
1 23 (95.83%) NoSQL
2 1 (4.17%) Amazon DynamoDB
2 1 (4.17%) Amazon Redshift
2 1 (4.17%) Hadoop
2 1 (4.17%) OpenTSDB
2 1 (4.17%) Parquet
2 1 (4.17%) PostgreSQL
Development Applications
1 22 (91.67%) Git (software)
Job Titles
1 16 (66.67%) Software Engineer
2 6 (25.00%) Data Engineer
3 4 (16.67%) UI Engineer
4 2 (8.33%) Data Scientist
5 1 (4.17%) Cloud Engineer
5 1 (4.17%) Cloud Software Engineer
5 1 (4.17%) Senior Cloud Engineer
5 1 (4.17%) Senior Software Engineer
5 1 (4.17%) Senior Web Engineer
5 1 (4.17%) Web Engineer
Libraries, Frameworks & Software Standards
1 23 (95.83%) NumPy
1 23 (95.83%) Pandas
1 23 (95.83%) scikit-learn
1 23 (95.83%) SciPy
2 1 (4.17%) .NET
2 1 (4.17%) Apache Flex
2 1 (4.17%) Apache Thrift
2 1 (4.17%) Elastic Stack
2 1 (4.17%) Kafka
2 1 (4.17%) PostGIS
2 1 (4.17%) Protocol Buffers
2 1 (4.17%) Samza
Miscellaneous
1 8 (33.33%) Computer Science
2 7 (29.17%) Algorithms
3 1 (4.17%) Cloud Native
3 1 (4.17%) Data Centre
Processes & Methodologies
1 23 (95.83%) Machine Learning
2 22 (91.67%) Data Analysis
3 17 (70.83%) Load Testing
4 16 (66.67%) Software Engineering
5 8 (33.33%) Problem-Solving
6 4 (16.67%) Artificial Intelligence
7 3 (12.50%) Data Science
7 3 (12.50%) Use Case
8 2 (8.33%) Anomaly Detection
9 1 (4.17%) Agile Software Development
9 1 (4.17%) Analytics
9 1 (4.17%) Continuous Deployment
9 1 (4.17%) Data Analytics
9 1 (4.17%) Decision-Making
9 1 (4.17%) Low Latency
9 1 (4.17%) Open Source
Programming Languages
1 24 (100.00%) Python
2 23 (95.83%) SQL
3 22 (91.67%) JavaScript
4 13 (54.17%) Clojure
4 13 (54.17%) Lisp
5 2 (8.33%) C#
5 2 (8.33%) Java
6 1 (4.17%) Ruby
System Software
1 1 (4.17%) HDFS
Systems Management
1 1 (4.17%) Ansible
1 1 (4.17%) Kibana
1 1 (4.17%) logstash
1 1 (4.17%) Mesos