Period
to 14 August 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 14 August 2018 with a comparison to the same period in the previous 2 years.

Scala
Cambridgeshire > Cambridge
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 129 132 138
Rank change year-on-year +3 +6 -9
Permanent jobs citing Scala 32 41 14
As % of all permanent IT jobs advertised in Cambridge 1.22% 1.52% 0.56%
As % of the Programming Languages category 1.77% 1.99% 0.82%
Number of salaries quoted 4 21 9
Cambridge median annual salary £44,400 £53,000 £65,000
Median salary % change year-on-year -16.23% -18.46% +30.00%
10th Percentile £41,100 £37,500 £61,000
90th Percentile £54,560 £82,500 £67,750
Cambridgeshire median annual salary £45,000 £53,000 £65,000
% change year-on-year -15.09% -18.46% +30.00%

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 1,811 2,061 1,698
As % of all permanent IT jobs advertised in Cambridge 69.28% 76.25% 68.52%
Number of salaries quoted 1,309 1,641 1,484
Cambridge median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +1.12%
10th Percentile £30,000 £29,000 £27,500
90th Percentile £70,250 £68,750 £62,500
Cambridgeshire median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +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 14 August 2018.

Salary histogram for Scala in Cambridge

For the 6 months to 14 August 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 32 (100.00%) Agile Software Development
1 32 (100.00%) Amazon AWS
2 31 (96.88%) Java
3 28 (87.50%) E-Commerce
3 28 (87.50%) Web Services
3 28 (87.50%) Spring
3 28 (87.50%) Apache Cassandra
3 28 (87.50%) Akka
3 28 (87.50%) OpenShift
3 28 (87.50%) DevOps
3 28 (87.50%) Continuous Delivery
3 28 (87.50%) WorldPay
3 28 (87.50%) Payment Gateway
4 25 (78.13%) Software Architecture
4 25 (78.13%) RESTful
4 25 (78.13%) Integration Testing
4 25 (78.13%) TDD
4 25 (78.13%) SQL
4 25 (78.13%) JavaScript
4 25 (78.13%) Microservices
4 25 (78.13%) Docker
5 22 (68.75%) Python
6 19 (59.38%) Ruby
6 19 (59.38%) Continuous Integration
6 19 (59.38%) Jenkins
6 19 (59.38%) GitHub
6 19 (59.38%) AngularJS
6 19 (59.38%) Private Cloud
6 19 (59.38%) Sonatype Nexus
7 16 (50.00%) Wireframes

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 3 (9.38%) Apache Spark
Business Applications
1 28 (87.50%) Payment Gateway
Cloud Services
1 32 (100.00%) Amazon AWS
2 28 (87.50%) OpenShift
3 19 (59.38%) GitHub
4 4 (12.50%) Microsoft Azure
5 3 (9.38%) Amazon CloudWatch
Database & Business Intelligence
1 28 (87.50%) Apache Cassandra
2 16 (50.00%) NoSQL
3 9 (28.13%) Amazon RDS
4 3 (9.38%) Apache Hive
4 3 (9.38%) Hadoop
4 3 (9.38%) Relational Database
4 3 (9.38%) Sqoop
Development Applications
1 19 (59.38%) Jenkins
1 19 (59.38%) Sonatype Nexus
2 16 (50.00%) Cucumber
3 3 (9.38%) Maven
General
1 16 (50.00%) Finance
1 16 (50.00%) Games
2 4 (12.50%) Retail
Job Titles
1 29 (90.63%) Developer
2 26 (81.25%) Scala Developer
3 25 (78.13%) Java Developer
3 25 (78.13%) Java Scala Developer
4 18 (56.25%) Senior Developer
4 18 (56.25%) Senior Scala Developer
5 17 (53.13%) Senior Java Developer
5 17 (53.13%) Senior Java Scala Developer
6 11 (34.38%) Principal Developer
7 10 (31.25%) Software Developer
8 9 (28.13%) AWS Developer
8 9 (28.13%) Java Software Developer
9 8 (25.00%) Principal Java Developer
9 8 (25.00%) Principal Software Developer
10 3 (9.38%) Cloud Engineer
10 3 (9.38%) Hadoop Developer
11 2 (6.25%) Senior Software Developer
12 1 (3.13%) Clojure Developer
12 1 (3.13%) Senior Java Software Developer
Libraries, Frameworks & Software Standards
1 28 (87.50%) Akka
1 28 (87.50%) Spring
1 28 (87.50%) Web Services
2 25 (78.13%) RESTful
3 19 (59.38%) AngularJS
4 16 (50.00%) .NET
4 16 (50.00%) .NET Framework
5 9 (28.13%) Play Framework
5 9 (28.13%) Spring Boot
6 3 (9.38%) Kafka
6 3 (9.38%) LAMP
6 3 (9.38%) Node.js
Miscellaneous
1 19 (59.38%) Private Cloud
2 16 (50.00%) Distributed Denial-of-Service
2 16 (50.00%) Online Games
3 14 (43.75%) Fintech
4 12 (37.50%) Public Cloud
5 9 (28.13%) Hybrid Cloud
Operating Systems
1 16 (50.00%) Android
1 16 (50.00%) Apple iOS
Processes & Methodologies
1 32 (100.00%) Agile Software Development
2 28 (87.50%) Continuous Delivery
2 28 (87.50%) DevOps
2 28 (87.50%) E-Commerce
3 25 (78.13%) Integration Testing
3 25 (78.13%) Microservices
3 25 (78.13%) Software Architecture
3 25 (78.13%) TDD
4 19 (59.38%) Continuous Integration
5 16 (50.00%) Cryptography
5 16 (50.00%) DDoS Mitigation
5 16 (50.00%) ERD
5 16 (50.00%) Software Engineering
5 16 (50.00%) Wireframes
6 9 (28.13%) API Design
7 3 (9.38%) Auto-Scaling
7 3 (9.38%) Cloud Operations
7 3 (9.38%) Data Science
7 3 (9.38%) Deployment Automation
7 3 (9.38%) Low Latency
Programming Languages
1 31 (96.88%) Java
2 25 (78.13%) JavaScript
2 25 (78.13%) SQL
3 22 (68.75%) Python
4 19 (59.38%) Ruby
5 3 (9.38%) Bash Shell
5 3 (9.38%) PHP
5 3 (9.38%) R
6 1 (3.13%) C#
6 1 (3.13%) C++
6 1 (3.13%) Clojure
6 1 (3.13%) F#
Quality Assurance & Compliance
1 16 (50.00%) PCI DSS
2 12 (37.50%) QA
System Software
1 25 (78.13%) Docker
2 3 (9.38%) HDFS
Systems Management
1 12 (37.50%) Ansible
2 9 (28.13%) Kubernetes
2 9 (28.13%) Terraform
3 3 (9.38%) Nagios
3 3 (9.38%) Oozie
3 3 (9.38%) Puppet
Vendors
1 28 (87.50%) WorldPay
2 3 (9.38%) AppDynamics
2 3 (9.38%) CA
2 3 (9.38%) Hortonworks
2 3 (9.38%) Oracle
2 3 (9.38%) Qualys
2 3 (9.38%) Splunk