Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Scala
East of England > Cambridgeshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 150 168 150
Rank change year-on-year +18 -18 +27
Permanent jobs citing Scala 69 12 40
As % of all permanent IT jobs advertised in Cambridgeshire 1.64% 0.35% 0.97%
As % of the Programming Languages category 2.36% 0.55% 1.65%
Number of salaries quoted 37 7 40
Cambridgeshire median annual salary £50,000 £75,000 £50,000
Median salary % change year-on-year -33.33% +50.00% +21.21%
10th Percentile £37,500 £61,500 £41,250
90th Percentile £75,000 £84,500 £55,000
East of England median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% +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 Cambridgeshire with a requirement for coding skills.

All Programming Languages
Cambridgeshire
Permanent vacancies with a requirement for coding skills 2923 2195 2429
As % of all permanent IT jobs advertised in Cambridgeshire 69.43% 63.86% 58.77%
Number of salaries quoted 2378 1904 2184
Cambridgeshire median annual salary £50,000 £45,000 £43,900
Median salary % change year-on-year +11.11% +2.51% +7.07%
10th Percentile £30,000 £26,325 £28,250
90th Percentile £71,250 £62,500 £61,250
East of England median annual salary £47,000 £45,000 £42,500
% change year-on-year +4.44% +5.88% +2.41%

Scala
Job Vacancy Trend in Cambridgeshire

Job postings citing Scala as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Scala in Cambridgeshire

Scala
Salary Trend in Cambridgeshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Scala in Cambridgeshire.

Salary trend for Scala in Cambridgeshire

Scala
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Scala in Cambridgeshire over the 6 months to 20 November 2017.

Salary histogram for Scala in Cambridgeshire

Scala
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Cambridgeshire region over the 6 months to 20 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +14 55 £50,000 -33.33% 8
Peterborough - 1 £47,500 - 1
Scala
East of England

For the 6 months to 20 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 Cambridgeshire region with a requirement for Scala.

1 68 (98.55%) Java
2 53 (76.81%) Python
3 45 (65.22%) Machine Learning
4 35 (50.72%) Apache Spark
5 28 (40.58%) Software Engineering
5 28 (40.58%) Hadoop
6 26 (37.68%) R
7 22 (31.88%) Computer Science
8 21 (30.43%) Security Cleared
8 21 (30.43%) Signal Processing
9 20 (28.99%) NoSQL
9 20 (28.99%) Agile Software Development
9 20 (28.99%) AngularJS
10 17 (24.64%) Linux
10 17 (24.64%) Git (software)
10 17 (24.64%) Mathematics
11 16 (23.19%) PHP
12 15 (21.74%) Big Data
13 14 (20.29%) JavaScript
13 14 (20.29%) Spring
14 13 (18.84%) MongoDB
15 12 (17.39%) REST
15 12 (17.39%) PhD
15 12 (17.39%) Algorithms
15 12 (17.39%) Computer Vision
16 11 (15.94%) Go
16 11 (15.94%) Haskell
17 10 (14.49%) Degree
17 10 (14.49%) SQL
17 10 (14.49%) JUnit

Scala
Co-occurring IT Skills in Cambridgeshire 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 35 (50.72%) Apache Spark
2 1 (1.45%) SAS
Cloud Services
1 5 (7.25%) Amazon AWS
2 4 (5.80%) Microsoft Azure
3 3 (4.35%) GitHub
4 2 (2.90%) Amazon CloudWatch
4 2 (2.90%) OpenShift
Communications & Networking
1 2 (2.90%) Internet
2 1 (1.45%) SMS
Database & Business Intelligence
1 28 (40.58%) Hadoop
2 20 (28.99%) NoSQL
3 15 (21.74%) Big Data
4 13 (18.84%) MongoDB
5 10 (14.49%) Relational Database
6 8 (11.59%) RDBMS
7 6 (8.70%) MySQL
8 4 (5.80%) GIS
8 4 (5.80%) PostgreSQL
9 3 (4.35%) Data Mining
9 3 (4.35%) Oracle Database
9 3 (4.35%) Oracle Database 11g
10 2 (2.90%) Apache Cassandra
10 2 (2.90%) CouchDB
10 2 (2.90%) Data Warehouse
10 2 (2.90%) DB2
10 2 (2.90%) MariaDB
10 2 (2.90%) Redis
Development Applications
1 17 (24.64%) Git (software)
2 10 (14.49%) JUnit
3 2 (2.90%) Cucumber
3 2 (2.90%) Jenkins
3 2 (2.90%) Maven
3 2 (2.90%) Mockito
3 2 (2.90%) Selenium
3 2 (2.90%) Sonatype Nexus
3 2 (2.90%) TestNG
3 2 (2.90%) webpack
General
1 4 (5.80%) Automotive
2 3 (4.35%) Finance
3 2 (2.90%) Games
4 1 (1.45%) Advertising
Job Titles
1 34 (49.28%) Data Scientist
2 10 (14.49%) Developer
3 9 (13.04%) Java Developer
4 6 (8.70%) Software Engineer
5 5 (7.25%) Java Engineer
5 5 (7.25%) Java Software Engineer
5 5 (7.25%) Machine Learning Scientist
6 4 (5.80%) Architect
6 4 (5.80%) IoT Architect
6 4 (5.80%) Machine Learning Specialist
6 4 (5.80%) Senior Architect
7 3 (4.35%) Java Scala Developer
7 3 (4.35%) JavaScript Engineer
7 3 (4.35%) Programmer
7 3 (4.35%) Scala Developer
7 3 (4.35%) Software Programmer
8 2 (2.90%) Cloud Engineer
8 2 (2.90%) Data Engineer
8 2 (2.90%) PostgreSQL DBA
8 2 (2.90%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 20 (28.99%) AngularJS
2 14 (20.29%) Spring
3 12 (17.39%) REST
4 9 (13.04%) Hibernate
5 8 (11.59%) TensorFlow
6 7 (10.14%) Play Framework
6 7 (10.14%) React
7 6 (8.70%) Akka
7 6 (8.70%) CSS
7 6 (8.70%) HTML
7 6 (8.70%) Node.js
7 6 (8.70%) Web Services
8 4 (5.80%) Angular 2
8 4 (5.80%) Ember.js
8 4 (5.80%) OpenCV
8 4 (5.80%) Theano
8 4 (5.80%) Torch
9 2 (2.90%) Dropwizard
9 2 (2.90%) JSON
9 2 (2.90%) Kafka
Miscellaneous
1 22 (31.88%) Computer Science
2 12 (17.39%) Algorithms
3 8 (11.59%) 3D Graphics
3 8 (11.59%) Renewable Energy
3 8 (11.59%) Smart Energy
4 6 (8.70%) Analytical Skills
5 2 (2.90%) Fintech
5 2 (2.90%) Internet of Things
5 2 (2.90%) Private Cloud
5 2 (2.90%) Public Cloud
Operating Systems
1 17 (24.64%) Linux
2 1 (1.45%) Android
2 1 (1.45%) Apple iOS
Processes & Methodologies
1 45 (65.22%) Machine Learning
2 28 (40.58%) Software Engineering
3 21 (30.43%) Signal Processing
4 20 (28.99%) Agile Software Development
5 17 (24.64%) Mathematics
6 12 (17.39%) Computer Vision
7 8 (11.59%) Complexity Analysis
7 8 (11.59%) Data Analysis
7 8 (11.59%) Data Extraction
7 8 (11.59%) Mathematical Modelling
7 8 (11.59%) Microservices
7 8 (11.59%) Physics
7 8 (11.59%) Probabilistic Modelling
8 7 (10.14%) SDLC
9 6 (8.70%) DevOps
10 5 (7.25%) Data Visualisation
10 5 (7.25%) Visualisation
11 4 (5.80%) 3D Modelling
11 4 (5.80%) Continuous Integration
11 4 (5.80%) Image Processing
Programming Languages
1 68 (98.55%) Java
2 53 (76.81%) Python
3 26 (37.68%) R
4 16 (23.19%) PHP
5 14 (20.29%) JavaScript
6 11 (15.94%) Go
6 11 (15.94%) Haskell
7 10 (14.49%) SQL
8 9 (13.04%) C
8 9 (13.04%) C++
9 5 (7.25%) Bash Shell
9 5 (7.25%) Ruby
10 4 (5.80%) TypeScript
11 3 (4.35%) Perl
12 1 (1.45%) C#
12 1 (1.45%) Objective-C
Qualifications
1 21 (30.43%) Security Cleared
2 12 (17.39%) PhD
3 10 (14.49%) Degree
4 2 (2.90%) Computer Science Degree
System Software
1 2 (2.90%) Docker
Systems Management
1 4 (5.80%) Ansible
1 4 (5.80%) Puppet
2 2 (2.90%) Nagios
Vendors
1 7 (10.14%) Oracle
2 2 (2.90%) AppDynamics
2 2 (2.90%) Google
2 2 (2.90%) IBM
2 2 (2.90%) Qualys
2 2 (2.90%) Splunk
2 2 (2.90%) WorldPay
3 1 (1.45%) Cloudera
3 1 (1.45%) Hortonworks
3 1 (1.45%) Tableau