Period
to 19 February 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 19 February 2018 with a comparison to the same period in the previous 2 years.

Scala
Cambridgeshire > Cambridge
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 125 124 129
Rank change year-on-year -1 +5 +22
Permanent jobs citing Scala 57 21 33
As % of all permanent IT jobs advertised in Cambridge 1.74% 0.94% 1.11%
As % of the Programming Languages category 2.37% 1.33% 1.75%
Number of salaries quoted 14 21 32
Cambridge median annual salary £55,000 £60,000 £50,000
Median salary % change year-on-year -8.33% +20.00% -
10th Percentile £43,250 £47,500 £41,250
90th Percentile £80,500 £82,500 £67,500
Cambridgeshire median annual salary £50,000 £60,000 £50,000
% change year-on-year -16.67% +20.00% +17.65%

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 2,409 1,580 1,890
As % of all permanent IT jobs advertised in Cambridge 73.60% 70.95% 63.66%
Number of salaries quoted 1,847 1,347 1,621
Cambridge median annual salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88% +2.41%
10th Percentile £30,000 £26,900 £29,750
90th Percentile £72,500 £62,500 £60,750
Cambridgeshire median annual salary £50,000 £45,000 £42,500
% change year-on-year +11.11% +5.88% +1.19%

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 19 February 2018.

Salary histogram for Scala in Cambridge

For the 6 months to 19 February 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 57 (100.00%) Java
2 50 (87.72%) Python
3 36 (63.16%) Agile Software Development
4 34 (59.65%) Spring
4 34 (59.65%) AngularJS
5 31 (54.39%) Amazon AWS
6 29 (50.88%) Ruby
7 28 (49.12%) Web Services
7 28 (49.12%) Akka
8 27 (47.37%) GitHub
8 27 (47.37%) Apache Cassandra
8 27 (47.37%) Continuous Integration
8 27 (47.37%) E-Commerce
9 26 (45.61%) Jenkins
9 26 (45.61%) OpenShift
9 26 (45.61%) DevOps
9 26 (45.61%) Continuous Delivery
9 26 (45.61%) Private Cloud
9 26 (45.61%) WorldPay
9 26 (45.61%) Sonatype Nexus
10 24 (42.11%) Fintech
11 23 (40.35%) PHP
12 21 (36.84%) JavaScript
12 21 (36.84%) Machine Learning
13 20 (35.09%) Node.js
14 19 (33.33%) Software Engineering
15 18 (31.58%) NoSQL
16 16 (28.07%) Puppet
16 16 (28.07%) Splunk
16 16 (28.07%) Low Latency

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 10 (17.54%) Apache Spark
2 1 (1.75%) Apache
2 1 (1.75%) Apache Solr
2 1 (1.75%) OpenStack
2 1 (1.75%) SAS
Business Applications
1 12 (21.05%) Payment Gateway
Cloud Services
1 31 (54.39%) Amazon AWS
2 27 (47.37%) GitHub
3 26 (45.61%) OpenShift
4 16 (28.07%) Amazon CloudWatch
5 1 (1.75%) Microsoft Azure
Communications & Networking
1 1 (1.75%) SMS
Database & Business Intelligence
1 27 (47.37%) Apache Cassandra
2 18 (31.58%) NoSQL
3 11 (19.30%) Hadoop
4 7 (12.28%) MongoDB
5 4 (7.02%) GIS
6 3 (5.26%) Big Data
6 3 (5.26%) Data Mining
7 2 (3.51%) Data Warehouse
8 1 (1.75%) Apache Hive
8 1 (1.75%) DB2
8 1 (1.75%) HBase
8 1 (1.75%) Impala
8 1 (1.75%) MySQL
8 1 (1.75%) Redis
8 1 (1.75%) Relational Database
Development Applications
1 26 (45.61%) Jenkins
1 26 (45.61%) Sonatype Nexus
2 16 (28.07%) Maven
3 11 (19.30%) Cucumber
4 9 (15.79%) Git (software)
5 1 (1.75%) JUnit
5 1 (1.75%) Mockito
5 1 (1.75%) Selenium
5 1 (1.75%) TestNG
5 1 (1.75%) Vagrant
General
1 12 (21.05%) Games
2 11 (19.30%) Finance
3 4 (7.02%) Automotive
4 2 (3.51%) Manufacturing
5 1 (1.75%) Marketing
Job Titles
1 16 (28.07%) Cloud Engineer
1 16 (28.07%) CloudOps Engineer
2 12 (21.05%) Developer
2 12 (21.05%) Java Developer
3 11 (19.30%) Senior Developer
3 11 (19.30%) Senior Java Developer
4 10 (17.54%) Data Scientist
5 6 (10.53%) Java Scala Developer
5 6 (10.53%) Scala Developer
5 6 (10.53%) Senior Java Scala Developer
5 6 (10.53%) Senior Scala Developer
6 4 (7.02%) Architect
6 4 (7.02%) IoT Architect
6 4 (7.02%) Machine Learning Specialist
6 4 (7.02%) Senior Architect
7 3 (5.26%) JavaScript Engineer
7 3 (5.26%) Software Engineer
8 2 (3.51%) Data Engineer
8 2 (3.51%) Programmer
8 2 (3.51%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 34 (59.65%) AngularJS
1 34 (59.65%) Spring
2 28 (49.12%) Akka
2 28 (49.12%) Web Services
3 20 (35.09%) Node.js
4 16 (28.07%) LAMP
5 11 (19.30%) .NET
5 11 (19.30%) RESTful
6 10 (17.54%) .NET Framework
7 6 (10.53%) React
8 5 (8.77%) TensorFlow
9 4 (7.02%) Ember.js
9 4 (7.02%) OpenCV
9 4 (7.02%) Theano
9 4 (7.02%) Torch
10 2 (3.51%) Ext JS
10 2 (3.51%) REST
10 2 (3.51%) Symfony
11 1 (1.75%) JPA
11 1 (1.75%) Kafka
Miscellaneous
1 26 (45.61%) Private Cloud
2 24 (42.11%) Fintech
3 16 (28.07%) Public Cloud
4 10 (17.54%) Computer Science
4 10 (17.54%) Distributed Denial-of-Service
4 10 (17.54%) Online Games
5 8 (14.04%) 3D Graphics
6 5 (8.77%) Algorithms
7 1 (1.75%) Greenfield Project
7 1 (1.75%) Mobile App
Operating Systems
1 11 (19.30%) Android
1 11 (19.30%) Apple iOS
1 11 (19.30%) Linux
Processes & Methodologies
1 36 (63.16%) Agile Software Development
2 27 (47.37%) Continuous Integration
2 27 (47.37%) E-Commerce
3 26 (45.61%) Continuous Delivery
3 26 (45.61%) DevOps
4 21 (36.84%) Machine Learning
5 19 (33.33%) Software Engineering
6 16 (28.07%) Auto-Scaling
6 16 (28.07%) Cloud Operations
6 16 (28.07%) Low Latency
7 13 (22.81%) TDD
8 12 (21.05%) Data Science
9 11 (19.30%) Wireframes
10 10 (17.54%) Cryptography
10 10 (17.54%) DDoS Mitigation
10 10 (17.54%) ERD
10 10 (17.54%) Integration Testing
10 10 (17.54%) Mathematics
10 10 (17.54%) Software Architecture
11 9 (15.79%) Computer Vision
Programming Languages
1 57 (100.00%) Java
2 50 (87.72%) Python
3 29 (50.88%) Ruby
4 23 (40.35%) PHP
5 21 (36.84%) JavaScript
6 16 (28.07%) SQL
7 10 (17.54%) R
8 9 (15.79%) C
8 9 (15.79%) C++
9 6 (10.53%) Go
9 6 (10.53%) Haskell
10 4 (7.02%) TypeScript
11 2 (3.51%) Bash Shell
12 1 (1.75%) C#
12 1 (1.75%) Objective-C
12 1 (1.75%) Perl
Qualifications
1 8 (14.04%) Degree
1 8 (14.04%) Security Cleared
2 2 (3.51%) PhD
Quality Assurance & Compliance
1 10 (17.54%) PCI DSS
System Software
1 11 (19.30%) Docker
2 1 (1.75%) Apache Flume
Systems Management
1 16 (28.07%) Ansible
1 16 (28.07%) Nagios
1 16 (28.07%) Puppet
2 1 (1.75%) Terraform
Vendors
1 26 (45.61%) WorldPay
2 16 (28.07%) AppDynamics
2 16 (28.07%) Oracle
2 16 (28.07%) Qualys
2 16 (28.07%) Splunk
3 2 (3.51%) Google
4 1 (1.75%) Cloudera
4 1 (1.75%) Hortonworks
4 1 (1.75%) IBM
4 1 (1.75%) MapR