Period
to 22 May 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 22 May 2018 with a comparison to the same period in the previous 2 years.

Scala
Cambridgeshire > Cambridge
6 months to
22 May 2018
Same period 2017 Same period 2016
Rank 128 128 144
Rank change year-on-year 0 +16 0
Permanent jobs citing Scala 46 32 19
As % of all permanent IT jobs advertised in Cambridge 1.49% 1.27% 0.69%
As % of the Programming Languages category 2.11% 1.68% 1.08%
Number of salaries quoted 5 24 18
Cambridge median annual salary £55,000 £55,000 £65,000
Median salary % change year-on-year - -15.38% +30.00%
10th Percentile £41,660 £47,500 £47,500
90th Percentile £61,500 £82,500 £67,500
Cambridgeshire median annual salary £45,000 £55,000 £62,500
% change year-on-year -18.18% -12.00% +25.00%

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 2,179 1,906 1,756
As % of all permanent IT jobs advertised in Cambridge 70.79% 75.54% 64.02%
Number of salaries quoted 1,528 1,548 1,492
Cambridge median annual salary £48,000 £45,000 £42,500
Median salary % change year-on-year +6.67% +5.88% -
10th Percentile £29,711 £27,500 £29,750
90th Percentile £70,000 £62,500 £61,250
Cambridgeshire median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% -

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 22 May 2018.

Salary histogram for Scala in Cambridge

For the 6 months to 22 May 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 45 (97.83%) Java
1 45 (97.83%) Agile Software Development
1 45 (97.83%) Amazon AWS
2 44 (95.65%) Python
3 42 (91.30%) E-Commerce
3 42 (91.30%) Apache Cassandra
3 42 (91.30%) AngularJS
3 42 (91.30%) Akka
4 41 (89.13%) OpenShift
4 41 (89.13%) Jenkins
4 41 (89.13%) GitHub
4 41 (89.13%) DevOps
4 41 (89.13%) WorldPay
4 41 (89.13%) Continuous Delivery
4 41 (89.13%) Private Cloud
4 41 (89.13%) Sonatype Nexus
4 41 (89.13%) Web Services
4 41 (89.13%) Continuous Integration
4 41 (89.13%) Spring
4 41 (89.13%) Ruby
5 36 (78.26%) Fintech
6 29 (63.04%) Payment Gateway
7 26 (56.52%) Finance
7 26 (56.52%) TDD
7 26 (56.52%) SQL
7 26 (56.52%) JavaScript
7 26 (56.52%) Docker
7 26 (56.52%) NoSQL
8 25 (54.35%) Apple iOS
8 25 (54.35%) Distributed Denial-of-Service

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 2 (4.35%) Apache Spark
2 1 (2.17%) Apache
2 1 (2.17%) Apache Solr
2 1 (2.17%) OpenStack
2 1 (2.17%) SAS
Business Applications
1 29 (63.04%) Payment Gateway
Cloud Services
1 45 (97.83%) Amazon AWS
2 41 (89.13%) GitHub
2 41 (89.13%) OpenShift
3 16 (34.78%) Amazon CloudWatch
4 3 (6.52%) Microsoft Azure
Database & Business Intelligence
1 42 (91.30%) Apache Cassandra
2 26 (56.52%) NoSQL
3 2 (4.35%) Apache Hive
3 2 (4.35%) Hadoop
3 2 (4.35%) Relational Database
4 1 (2.17%) Big Data
4 1 (2.17%) Data Mining
4 1 (2.17%) HBase
4 1 (2.17%) Impala
4 1 (2.17%) Sqoop
Development Applications
1 41 (89.13%) Jenkins
1 41 (89.13%) Sonatype Nexus
2 25 (54.35%) Cucumber
3 16 (34.78%) Maven
4 1 (2.17%) Vagrant
General
1 26 (56.52%) Finance
2 25 (54.35%) Games
3 2 (4.35%) Manufacturing
3 2 (4.35%) Retail
4 1 (2.17%) Marketing
Job Titles
1 28 (60.87%) Developer
2 26 (56.52%) Java Developer
2 26 (56.52%) Senior Developer
3 25 (54.35%) Senior Java Developer
4 22 (47.83%) Scala Developer
4 22 (47.83%) Senior Scala Developer
5 21 (45.65%) Java Scala Developer
5 21 (45.65%) Senior Java Scala Developer
6 16 (34.78%) Cloud Engineer
7 14 (30.43%) CloudOps Engineer
8 2 (4.35%) Data Scientist
8 2 (4.35%) Software Developer
9 1 (2.17%) Java Programmer
9 1 (2.17%) Java Software Developer
9 1 (2.17%) Java Software Engineer
9 1 (2.17%) Programmer
9 1 (2.17%) Research Scientist
9 1 (2.17%) Senior Software Developer
9 1 (2.17%) Software Engineer
9 1 (2.17%) Software Programmer
Libraries, Frameworks & Software Standards
1 42 (91.30%) Akka
1 42 (91.30%) AngularJS
2 41 (89.13%) Spring
2 41 (89.13%) Web Services
3 25 (54.35%) .NET
3 25 (54.35%) .NET Framework
3 25 (54.35%) RESTful
4 16 (34.78%) LAMP
4 16 (34.78%) Node.js
5 2 (4.35%) Kafka
6 1 (2.17%) REST
6 1 (2.17%) TensorFlow
Miscellaneous
1 41 (89.13%) Private Cloud
2 36 (78.26%) Fintech
3 25 (54.35%) Distributed Denial-of-Service
3 25 (54.35%) Online Games
4 16 (34.78%) Public Cloud
5 2 (4.35%) Computer Science
6 1 (2.17%) Algorithms
6 1 (2.17%) Greenfield Project
6 1 (2.17%) Mobile App
Operating Systems
1 25 (54.35%) Android
1 25 (54.35%) Apple iOS
Processes & Methodologies
1 45 (97.83%) Agile Software Development
2 42 (91.30%) E-Commerce
3 41 (89.13%) Continuous Delivery
3 41 (89.13%) Continuous Integration
3 41 (89.13%) DevOps
4 26 (56.52%) TDD
5 25 (54.35%) Cryptography
5 25 (54.35%) DDoS Mitigation
5 25 (54.35%) ERD
5 25 (54.35%) Integration Testing
5 25 (54.35%) Software Architecture
5 25 (54.35%) Software Engineering
5 25 (54.35%) Wireframes
6 22 (47.83%) Microservices
7 16 (34.78%) Auto-Scaling
7 16 (34.78%) Cloud Operations
7 16 (34.78%) Deployment Automation
7 16 (34.78%) Low Latency
8 3 (6.52%) Analytics
8 3 (6.52%) Data Science
Programming Languages
1 45 (97.83%) Java
2 44 (95.65%) Python
3 41 (89.13%) Ruby
4 26 (56.52%) JavaScript
4 26 (56.52%) SQL
5 16 (34.78%) PHP
6 3 (6.52%) R
7 1 (2.17%) Bash Shell
7 1 (2.17%) C#
7 1 (2.17%) C++
7 1 (2.17%) Clojure
7 1 (2.17%) F#
Qualifications
1 2 (4.35%) PhD
Quality Assurance & Compliance
1 25 (54.35%) PCI DSS
2 1 (2.17%) QA
System Software
1 26 (56.52%) Docker
2 1 (2.17%) Apache Flume
2 1 (2.17%) HDFS
Systems Management
1 16 (34.78%) Ansible
1 16 (34.78%) Nagios
1 16 (34.78%) Puppet
2 1 (2.17%) Oozie
2 1 (2.17%) Terraform
Vendors
1 41 (89.13%) WorldPay
2 16 (34.78%) AppDynamics
2 16 (34.78%) Oracle
2 16 (34.78%) Qualys
2 16 (34.78%) Splunk
3 2 (4.35%) Hortonworks
4 1 (2.17%) CA
4 1 (2.17%) Cloudera
4 1 (2.17%) MapR