Period
to 15 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Scala skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Scala over the 6 months to 15 November 2018 with a comparison to the same period in the previous 2 years.

Scala
Cambridgeshire > Cambridge
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 105 130 136
Rank change year-on-year +25 +6 -12
Permanent jobs citing Scala 35 54 12
As % of all permanent IT jobs advertised in Cambridge 1.68% 1.77% 0.52%
As % of the Programming Languages category 2.46% 2.34% 0.77%
Number of salaries quoted 10 23 7
Cambridge median annual salary £65,000 £50,000 £75,000
Median salary % change year-on-year +30.00% -33.33% +50.00%
10th Percentile £41,100 £37,500 £61,500
90th Percentile £107,500 £70,000 £84,500
Cambridgeshire median annual salary £50,000 £50,000 £75,000
% change year-on-year - -33.33% +50.00%

Scala is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for coding skills.

All Programming Languages
Cambridge
Permanent vacancies with a requirement for coding skills 1,424 2,304 1,568
As % of all permanent IT jobs advertised in Cambridge 68.33% 75.64% 67.97%
Number of salaries quoted 1,175 1,833 1,350
Cambridge median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -
10th Percentile £31,250 £30,000 £26,250
90th Percentile £75,000 £71,250 £63,750
Cambridgeshire median annual salary £50,000 £48,000 £45,000
% change year-on-year +4.17% +6.67% +2.51%

Scala
Job Vacancy Trend in Cambridge

Job postings citing Scala as a percentage of all IT jobs advertised in Cambridge.

Job vacancy trend for Scala in Cambridge

Scala
Salary Trend in Cambridge

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

Salary trend for Scala in Cambridge

Scala
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Scala in Cambridge over the 6 months to 15 November 2018.

Salary histogram for Scala in Cambridge

For the 6 months to 15 November 2018, IT jobs citing Scala 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 Cambridge region with a requirement for Scala.

1 34 (97.14%) Java
2 29 (82.86%) Amazon AWS
3 26 (74.29%) Agile Software Development
4 22 (62.86%) QA
5 20 (57.14%) Python
6 18 (51.43%) E-Commerce
6 18 (51.43%) Spring
6 18 (51.43%) Apache Cassandra
6 18 (51.43%) Akka
6 18 (51.43%) OpenShift
6 18 (51.43%) DevOps
6 18 (51.43%) Continuous Delivery
6 18 (51.43%) WorldPay
6 18 (51.43%) Payment Gateway
7 16 (45.71%) Microservices
7 16 (45.71%) Ansible
7 16 (45.71%) TDD
7 16 (45.71%) Integration Testing
7 16 (45.71%) Web Services
8 15 (42.86%) SQL
9 14 (40.00%) JavaScript
9 14 (40.00%) Hadoop
9 14 (40.00%) RESTful
9 14 (40.00%) Docker
9 14 (40.00%) Play Framework
9 14 (40.00%) Kubernetes
9 14 (40.00%) Spring Boot
9 14 (40.00%) Hybrid Cloud
9 14 (40.00%) Software Architecture
9 14 (40.00%) Amazon RDS

Scala
Co-occurring IT Skills in Cambridge 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 9 (25.71%) Apache Spark
Business Applications
1 18 (51.43%) Payment Gateway
Cloud Services
1 29 (82.86%) Amazon AWS
2 18 (51.43%) OpenShift
3 8 (22.86%) Microsoft Azure
4 4 (11.43%) GitHub
5 2 (5.71%) Amazon CloudWatch
Database & Business Intelligence
1 18 (51.43%) Apache Cassandra
2 14 (40.00%) Amazon RDS
2 14 (40.00%) Hadoop
3 9 (25.71%) Apache Hive
4 8 (22.86%) Relational Database
4 8 (22.86%) Sqoop
5 4 (11.43%) Big Data
6 2 (5.71%) NoSQL
7 1 (2.86%) Data Lake
7 1 (2.86%) Data Warehouse
7 1 (2.86%) Power BI
7 1 (2.86%) SQL Server
7 1 (2.86%) SQL Server Analysis Services
7 1 (2.86%) SQL Server Integration Services
7 1 (2.86%) SQL Server Reporting Services
Development Applications
1 4 (11.43%) Jenkins
1 4 (11.43%) Sonatype Nexus
2 2 (5.71%) Cucumber
2 2 (5.71%) Maven
General
1 8 (22.86%) Retail
2 5 (14.29%) Games
3 4 (11.43%) Finance
4 3 (8.57%) Manufacturing
4 3 (8.57%) Pharmaceutical
5 1 (2.86%) Legal
Job Titles
1 22 (62.86%) Developer
2 16 (45.71%) Principal Developer
3 11 (31.43%) Java Developer
3 11 (31.43%) Java Scala Developer
3 11 (31.43%) Scala Developer
4 10 (28.57%) Hadoop Developer
5 9 (25.71%) AWS Developer
5 9 (25.71%) Java Software Developer
5 9 (25.71%) Software Developer
6 8 (22.86%) Principal Java Developer
6 8 (22.86%) Principal Software Developer
7 5 (14.29%) Senior Developer
7 5 (14.29%) Software Engineer
8 3 (8.57%) AWS Engineer
8 3 (8.57%) Head of Development
8 3 (8.57%) Java Engineer
8 3 (8.57%) Java Scala Software Engineer
8 3 (8.57%) Java Software Engineer
8 3 (8.57%) Research Scientist
8 3 (8.57%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 18 (51.43%) Akka
1 18 (51.43%) Spring
2 16 (45.71%) Web Services
3 14 (40.00%) Play Framework
3 14 (40.00%) RESTful
3 14 (40.00%) Spring Boot
4 9 (25.71%) Kafka
5 4 (11.43%) AngularJS
6 3 (8.57%) Natural Language Processing
6 3 (8.57%) TensorFlow
7 2 (5.71%) .NET
7 2 (5.71%) .NET Framework
7 2 (5.71%) LAMP
7 2 (5.71%) Node.js
Miscellaneous
1 14 (40.00%) Hybrid Cloud
2 11 (31.43%) Public Cloud
3 4 (11.43%) Private Cloud
4 3 (8.57%) Algorithms
4 3 (8.57%) NHS
4 3 (8.57%) Smart City
5 2 (5.71%) Computer Science
5 2 (5.71%) Distributed Denial-of-Service
5 2 (5.71%) Online Games
Operating Systems
1 2 (5.71%) Android
1 2 (5.71%) Apple iOS
Processes & Methodologies
1 26 (74.29%) Agile Software Development
2 18 (51.43%) Continuous Delivery
2 18 (51.43%) DevOps
2 18 (51.43%) E-Commerce
3 16 (45.71%) Integration Testing
3 16 (45.71%) Microservices
3 16 (45.71%) TDD
4 14 (40.00%) Software Architecture
5 13 (37.14%) Analytics
6 12 (34.29%) API Design
7 11 (31.43%) Data Science
8 10 (28.57%) ETL
8 10 (28.57%) Software Engineering
9 9 (25.71%) Data Modelling
10 8 (22.86%) Data Governance
10 8 (22.86%) Data Management
10 8 (22.86%) MapReduce
10 8 (22.86%) PRINCE2
10 8 (22.86%) Waterfall
11 6 (17.14%) Machine Learning
Programming Languages
1 34 (97.14%) Java
2 20 (57.14%) Python
3 15 (42.86%) SQL
4 14 (40.00%) JavaScript
5 10 (28.57%) Bash Shell
6 8 (22.86%) R
7 4 (11.43%) Ruby
8 3 (8.57%) C
8 3 (8.57%) C#
8 3 (8.57%) C++
8 3 (8.57%) Rust
9 2 (5.71%) PHP
Qualifications
1 3 (8.57%) PhD
2 2 (5.71%) Computer Science Degree
2 2 (5.71%) Degree
Quality Assurance & Compliance
1 22 (62.86%) QA
2 2 (5.71%) PCI DSS
3 1 (2.86%) Data Quality
System Software
1 14 (40.00%) Docker
2 9 (25.71%) HDFS
Systems Management
1 16 (45.71%) Ansible
2 14 (40.00%) Kubernetes
2 14 (40.00%) Terraform
3 8 (22.86%) Oozie
4 2 (5.71%) Nagios
4 2 (5.71%) Puppet
Vendors
1 18 (51.43%) WorldPay
2 8 (22.86%) CA
2 8 (22.86%) Hortonworks
3 2 (5.71%) AppDynamics
3 2 (5.71%) Oracle
3 2 (5.71%) Qualys
3 2 (5.71%) Splunk