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 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Scala
Cambridgeshire / Cambridge
Rank 83 102 97
Rank change year-on-year +19 -5  
Permanent jobs citing Scala 22 10 10
As % of all permanent IT jobs advertised in Cambridge 1.80% 0.68% 0.70%
As % of the Programming Languages category 2.44% 1.09% 1.05%
Number of salaries quoted 15 10 10
Median salary £75,000 £65,000 £50,000
Median salary % change year-on-year +15.38% +30.00%  
90% offered a salary of more than £51,000 £63,500 £49,000
10% offered a salary of more than £80,000 £65,250 £67,500
UK excluding London median salary £52,500 £52,500 £52,500

Scala is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for programming language skills.

Programming Language Skills
Cambridge
Permanent job vacancies with a requirement for programming language skills 900 919 956
As % of all permanent IT job vacancies advertised in Cambridge 73.77% 62.26% 66.53%
Number of salaries quoted 705 764 828
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% -  
90% offered a salary of more than £30,000 £31,500 £28,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £41,500 £40,500 £40,000
% change year-on-year +2.46% +1.25%  

Scala
Job Vacancy Trend in Cambridge

The job posting trend of jobs advertised in Cambridge citing Scala as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

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 3 months to 24 March 2017.

Salary histogram for Scala in Cambridge

Scala
Top 30 Related IT Skills in Cambridge

For the 6 months to 24 March 2017, IT jobs citing Scala also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cambridge region with a requirement for Scala.

1 23 (88.46%) Java
2 16 (61.54%) Python
2 16 (61.54%) Software Engineering
3 14 (53.85%) Machine Learning
4 12 (46.15%) Linux
5 11 (42.31%) Games
6 10 (38.46%) C++
6 10 (38.46%) Deep Learning
6 10 (38.46%) Computer Vision
7 9 (34.62%) Unity (Game Engine)
7 9 (34.62%) PhD
8 8 (30.77%) JSON
8 8 (30.77%) Reinforcement Learning
9 7 (26.92%) Microservices
9 7 (26.92%) Theano
9 7 (26.92%) Algorithms
9 7 (26.92%) Amazon AWS
9 7 (26.92%) Git (software)
10 6 (23.08%) Artificial Intelligence
10 6 (23.08%) Neural Network
10 6 (23.08%) Agile Software Development
10 6 (23.08%) OpenCV
11 5 (19.23%) Akka
11 5 (19.23%) AngularJS
11 5 (19.23%) Apache Cassandra
11 5 (19.23%) NoSQL
11 5 (19.23%) REST
11 5 (19.23%) Big Data
11 5 (19.23%) Public Cloud
11 5 (19.23%) API Design

Scala
Top Related 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 5 (19.23%) DNN
2 4 (15.38%) Apache Spark
3 2 (7.69%) JBoss
3 2 (7.69%) OpenStack
3 2 (7.69%) WildFly
Cloud Services
1 7 (26.92%) Amazon AWS
Communications & Networking
1 3 (11.54%) HTTP
1 3 (11.54%) TCP/IP
Database & Business Intelligence
1 5 (19.23%) Apache Cassandra
1 5 (19.23%) Big Data
1 5 (19.23%) NoSQL
2 4 (15.38%) Hadoop
3 2 (7.69%) Apache Hive
3 2 (7.69%) Data Mining
3 2 (7.69%) MySQL
3 2 (7.69%) PostgreSQL
3 2 (7.69%) SQL Server
Development Applications
1 7 (26.92%) Git (software)
2 2 (7.69%) Artifactory
2 2 (7.69%) Maven
General
1 11 (42.31%) Games
Job Titles
1 10 (38.46%) Developer
2 9 (34.62%) Java Developer
2 9 (34.62%) Software Engineer
3 4 (15.38%) Computer Engineer
3 4 (15.38%) Machine Learning Engineer
4 3 (11.54%) Algorithm Engineer
4 3 (11.54%) Development Manager
4 3 (11.54%) Development Team Leader
4 3 (11.54%) Development Team Manager
4 3 (11.54%) Senior Developer
4 3 (11.54%) Senior Development Manager
4 3 (11.54%) Senior Manager
4 3 (11.54%) Team Leader
5 2 (7.69%) 3D Software Engineer
5 2 (7.69%) Computer Vision Engineer
5 2 (7.69%) Data Engineer
5 2 (7.69%) Data Scientist
5 2 (7.69%) Research Engineer
5 2 (7.69%) Senior Data Engineer
5 2 (7.69%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 9 (34.62%) Unity (Game Engine)
2 8 (30.77%) JSON
3 7 (26.92%) Theano
4 6 (23.08%) OpenCV
5 5 (19.23%) Akka
5 5 (19.23%) AngularJS
5 5 (19.23%) REST
6 3 (11.54%) Unreal Engine
6 3 (11.54%) XML
7 2 (7.69%) CSS
7 2 (7.69%) EJB
7 2 (7.69%) EJB 3.0
7 2 (7.69%) Hibernate
7 2 (7.69%) HTML
7 2 (7.69%) JAX-RS
7 2 (7.69%) JAX-WS
7 2 (7.69%) JPA
7 2 (7.69%) Spring
7 2 (7.69%) Vaadin
7 2 (7.69%) Velocity
Miscellaneous
1 7 (26.92%) Algorithms
2 5 (19.23%) Public Cloud
3 4 (15.38%) 3D Graphics
4 3 (11.54%) Computer Science
4 3 (11.54%) Smart Meter
5 2 (7.69%) Embedded Systems
5 2 (7.69%) Enterprise Software
6 1 (3.85%) Online Games
6 1 (3.85%) Private Cloud
Operating Systems
1 12 (46.15%) Linux
2 2 (7.69%) Debian
2 2 (7.69%) Windows
2 2 (7.69%) Windows Server
Processes & Methodologies
1 16 (61.54%) Software Engineering
2 14 (53.85%) Machine Learning
3 10 (38.46%) Computer Vision
3 10 (38.46%) Deep Learning
4 8 (30.77%) Reinforcement Learning
5 7 (26.92%) Microservices
6 6 (23.08%) Agile Software Development
6 6 (23.08%) Artificial Intelligence
6 6 (23.08%) Neural Network
7 5 (19.23%) API Design
7 5 (19.23%) TDD
8 4 (15.38%) Bayesian Methods
8 4 (15.38%) Game Theory
9 3 (11.54%) 3D Modelling
9 3 (11.54%) Functional Programming
10 2 (7.69%) Analytics
10 2 (7.69%) MapReduce
10 2 (7.69%) Predictive Analytics
10 2 (7.69%) Refactoring
10 2 (7.69%) Signal Processing
Programming Languages
1 23 (88.46%) Java
2 16 (61.54%) Python
3 10 (38.46%) C++
4 4 (15.38%) Fortran
5 3 (11.54%) Bash Shell
5 3 (11.54%) C#
5 3 (11.54%) Erlang
5 3 (11.54%) R
6 2 (7.69%) JavaScript
6 2 (7.69%) SQL
7 1 (3.85%) C
Qualifications
1 9 (34.62%) PhD
2 2 (7.69%) Degree
2 2 (7.69%) Security Cleared
Vendors
1 2 (7.69%) Oracle
2 1 (3.85%) Vertica
Cambridge, Cambridgeshire
ECM Selection
Salary: to £55k dep. on experience
Posted: Yesterday
Cambridge, Cambridgeshire
Empiric.com
Salary: Completely negotiable and excellent with comprehensive benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £highly competitive + benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits + bonus
Posted: 21 days ago