Period
to 22 November 2017

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 November 2017 with a comparison to the same period in the previous 2 years.

Scala
Cambridgeshire > Cambridge
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 130 136 121
Rank change year-on-year +6 -15 +35
Permanent jobs citing Scala 55 12 40
As % of all permanent IT jobs advertised in Cambridge 1.76% 0.52% 1.41%
As % of the Programming Languages category 2.34% 0.76% 2.16%
Number of salaries quoted 23 7 40
Cambridge median annual salary £50,000 £75,000 £50,000
Median salary % change year-on-year -33.33% +50.00% +17.65%
10th Percentile £37,500 £61,500 £41,250
90th Percentile £70,000 £84,500 £55,000
Cambridgeshire median annual salary £50,000 £75,000 £50,000
% change year-on-year -33.33% +50.00% +21.21%

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 2354 1571 1849
As % of all permanent IT jobs advertised in Cambridge 75.18% 68.39% 65.38%
Number of salaries quoted 1870 1350 1642
Cambridge median annual salary £50,000 £45,000 £44,500
Median salary % change year-on-year +11.11% +1.12% +8.54%
10th Percentile £30,000 £26,250 £29,000
90th Percentile £71,250 £63,750 £60,000
Cambridgeshire median annual salary £49,500 £45,000 £43,900
% change year-on-year +10.00% +2.51% +7.07%

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 November 2017.

Salary histogram for Scala in Cambridge

For the 6 months to 22 November 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 55 (100.00%) Java
2 48 (87.27%) Python
3 40 (72.73%) Machine Learning
4 30 (54.55%) Apache Spark
5 24 (43.64%) Software Engineering
6 23 (41.82%) Hadoop
7 21 (38.18%) Security Cleared
7 21 (38.18%) Signal Processing
7 21 (38.18%) R
8 18 (32.73%) Computer Science
9 17 (30.91%) Git (software)
9 17 (30.91%) Mathematics
10 16 (29.09%) NoSQL
11 14 (25.45%) Spring
11 14 (25.45%) Agile Software Development
12 13 (23.64%) Linux
13 12 (21.82%) JavaScript
13 12 (21.82%) PHP
13 12 (21.82%) REST
13 12 (21.82%) Algorithms
14 11 (20.00%) AngularJS
14 11 (20.00%) Big Data
15 10 (18.18%) JUnit
15 10 (18.18%) Degree
16 9 (16.36%) C
16 9 (16.36%) C++
16 9 (16.36%) MongoDB
17 8 (14.55%) Data Extraction
17 8 (14.55%) Relational Database
17 8 (14.55%) Microservices

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 30 (54.55%) Apache Spark
Cloud Services
1 5 (9.09%) Amazon AWS
2 3 (5.45%) GitHub
3 2 (3.64%) Amazon CloudWatch
3 2 (3.64%) OpenShift
Communications & Networking
1 1 (1.82%) SMS
Database & Business Intelligence
1 23 (41.82%) Hadoop
2 16 (29.09%) NoSQL
3 11 (20.00%) Big Data
4 9 (16.36%) MongoDB
5 8 (14.55%) RDBMS
5 8 (14.55%) Relational Database
6 4 (7.27%) GIS
6 4 (7.27%) MySQL
7 2 (3.64%) Apache Cassandra
7 2 (3.64%) Data Mining
7 2 (3.64%) Data Warehouse
7 2 (3.64%) DB2
7 2 (3.64%) Redis
Development Applications
1 17 (30.91%) Git (software)
2 10 (18.18%) JUnit
3 2 (3.64%) Cucumber
3 2 (3.64%) Jenkins
3 2 (3.64%) Maven
3 2 (3.64%) Mockito
3 2 (3.64%) Selenium
3 2 (3.64%) Sonatype Nexus
3 2 (3.64%) TestNG
General
1 4 (7.27%) Automotive
2 2 (3.64%) Games
Job Titles
1 29 (52.73%) Data Scientist
2 4 (7.27%) Architect
2 4 (7.27%) IoT Architect
2 4 (7.27%) Machine Learning Specialist
2 4 (7.27%) Senior Architect
2 4 (7.27%) Software Engineer
3 3 (5.45%) Developer
3 3 (5.45%) Java Engineer
3 3 (5.45%) Java Software Engineer
3 3 (5.45%) JavaScript Engineer
4 2 (3.64%) Cloud Engineer
4 2 (3.64%) Data Engineer
4 2 (3.64%) Java Developer
4 2 (3.64%) Senior Data Engineer
4 2 (3.64%) Senior Java Engineer
4 2 (3.64%) Senior Java Software Engineer
4 2 (3.64%) Senior Software Engineer
5 1 (1.82%) JavaScript Developer
5 1 (1.82%) Junior Programmer
5 1 (1.82%) Software Programmer
Libraries, Frameworks & Software Standards
1 14 (25.45%) Spring
2 12 (21.82%) REST
3 11 (20.00%) AngularJS
4 7 (12.73%) React
5 6 (10.91%) Node.js
5 6 (10.91%) Web Services
6 4 (7.27%) Akka
6 4 (7.27%) Ember.js
6 4 (7.27%) Hibernate
6 4 (7.27%) OpenCV
6 4 (7.27%) TensorFlow
6 4 (7.27%) Theano
6 4 (7.27%) Torch
7 2 (3.64%) Dropwizard
7 2 (3.64%) Ext JS
7 2 (3.64%) JPA
7 2 (3.64%) JSF
7 2 (3.64%) JSON
7 2 (3.64%) Play Framework
7 2 (3.64%) Symfony
Miscellaneous
1 18 (32.73%) Computer Science
2 12 (21.82%) Algorithms
3 8 (14.55%) 3D Graphics
3 8 (14.55%) Renewable Energy
3 8 (14.55%) Smart Energy
4 2 (3.64%) Fintech
4 2 (3.64%) Private Cloud
4 2 (3.64%) Public Cloud
Operating Systems
1 13 (23.64%) Linux
2 1 (1.82%) Android
2 1 (1.82%) Apple iOS
Processes & Methodologies
1 40 (72.73%) Machine Learning
2 24 (43.64%) Software Engineering
3 21 (38.18%) Signal Processing
4 17 (30.91%) Mathematics
5 14 (25.45%) Agile Software Development
6 8 (14.55%) Complexity Analysis
6 8 (14.55%) Computer Vision
6 8 (14.55%) Data Analysis
6 8 (14.55%) Data Extraction
6 8 (14.55%) Mathematical Modelling
6 8 (14.55%) Microservices
6 8 (14.55%) Physics
6 8 (14.55%) Probabilistic Modelling
7 5 (9.09%) SDLC
8 4 (7.27%) 3D Modelling
8 4 (7.27%) Continuous Integration
8 4 (7.27%) Convolutional Neural Network
8 4 (7.27%) Neural Network
9 3 (5.45%) OOP
9 3 (5.45%) TDD
Programming Languages
1 55 (100.00%) Java
2 48 (87.27%) Python
3 21 (38.18%) R
4 12 (21.82%) JavaScript
4 12 (21.82%) PHP
5 9 (16.36%) C
5 9 (16.36%) C++
6 7 (12.73%) Go
6 7 (12.73%) Haskell
7 5 (9.09%) Bash Shell
7 5 (9.09%) Ruby
7 5 (9.09%) SQL
8 4 (7.27%) TypeScript
9 3 (5.45%) Perl
10 1 (1.82%) C#
10 1 (1.82%) Objective-C
Qualifications
1 21 (38.18%) Security Cleared
2 10 (18.18%) Degree
3 8 (14.55%) PhD
4 2 (3.64%) Computer Science Degree
System Software
1 2 (3.64%) Docker
Systems Management
1 4 (7.27%) Ansible
1 4 (7.27%) Puppet
2 2 (3.64%) Nagios
Vendors
1 2 (3.64%) AppDynamics
1 2 (3.64%) Google
1 2 (3.64%) IBM
1 2 (3.64%) Oracle
1 2 (3.64%) Qualys
1 2 (3.64%) Splunk
1 2 (3.64%) WorldPay