Period
to 25 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire 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 25 February 2018 with a comparison to the same period in the previous 2 years.

Scala
South East > Oxfordshire
6 months to
25 Feb 2018
Same period 2017 Same period 2016
Rank 148 125 146
Rank change year-on-year -23 +21 +2
Permanent jobs citing Scala 28 35 44
As % of all permanent IT jobs advertised in Oxfordshire 0.91% 1.30% 1.28%
As % of the Programming Languages category 1.29% 2.23% 2.08%
Number of salaries quoted 26 34 32
Oxfordshire median annual salary £45,000 £55,000 £57,500
Median salary % change year-on-year -18.18% -4.35% +27.78%
10th Percentile £38,125 £39,000 £42,875
90th Percentile £52,500 £67,500 £62,000
South East median annual salary £60,000 £55,000 £50,000
% change year-on-year +9.09% +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 Oxfordshire with a requirement for coding skills.

All Programming Languages
Oxfordshire
Permanent vacancies with a requirement for coding skills 2,175 1,566 2,111
As % of all permanent IT jobs advertised in Oxfordshire 70.37% 58.39% 61.31%
Number of salaries quoted 1,853 1,363 1,765
Oxfordshire median annual salary £46,500 £45,000 £45,000
Median salary % change year-on-year +3.33% - +12.50%
10th Percentile £30,000 £29,550 £28,750
90th Percentile £72,000 £65,750 £65,000
South East median annual salary £45,000 £45,000 £44,000
% change year-on-year - +2.27% +6.02%

Scala
Job Vacancy Trend in Oxfordshire

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

Job vacancy trend for Scala in Oxfordshire

Scala
Salary Trend in Oxfordshire

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

Salary trend for Scala in Oxfordshire

Scala
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Scala in Oxfordshire over the 6 months to 25 February 2018.

Salary histogram for Scala in Oxfordshire

Scala
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Oxfordshire region over the 6 months to 25 February 2018. 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
Oxford -15 24 £45,000 -18.18% 8
Thame - 1 £45,000 -
Abingdon - 1 £35,000 - 1
Scala
South East

For the 6 months to 25 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 Oxfordshire region with a requirement for Scala.

1 27 (96.43%) Java
2 22 (78.57%) .NET
3 14 (50.00%) C#
4 13 (46.43%) JavaScript
5 12 (42.86%) Software Engineering
6 9 (32.14%) Agile Software Development
6 9 (32.14%) Open Source
7 8 (28.57%) XML
8 6 (21.43%) Python
8 6 (21.43%) GitHub
8 6 (21.43%) Bitbucket
9 5 (17.86%) Machine Learning
9 5 (17.86%) Blog
10 4 (14.29%) C++
10 4 (14.29%) Natural Language Processing
10 4 (14.29%) Hadoop
10 4 (14.29%) Git (software)
10 4 (14.29%) Big Data
10 4 (14.29%) Analytics
10 4 (14.29%) Data Science
11 3 (10.71%) Greenfield Project
11 3 (10.71%) Skype
11 3 (10.71%) Continuous Integration
11 3 (10.71%) Amazon AWS
11 3 (10.71%) Linux
11 3 (10.71%) Mathematics
11 3 (10.71%) TDD
12 2 (7.14%) Scrum
12 2 (7.14%) Apache
12 2 (7.14%) Web Services

Scala
Co-occurring IT Skills in Oxfordshire 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 (7.14%) Apache
1 2 (7.14%) Apache Spark
2 1 (3.57%) Apache Solr
2 1 (3.57%) Elasticsearch
2 1 (3.57%) GeoServer
2 1 (3.57%) Jetty
2 1 (3.57%) Mule
2 1 (3.57%) nginx
2 1 (3.57%) Tomcat
Applications
1 1 (3.57%) GNU Octave
1 1 (3.57%) Mathematica
Cloud Services
1 6 (21.43%) GitHub
2 3 (10.71%) Amazon AWS
3 1 (3.57%) Amazon EMR
3 1 (3.57%) Azure Data Factory
3 1 (3.57%) Microsoft Azure
Communications & Networking
1 3 (10.71%) Skype
Database & Business Intelligence
1 4 (14.29%) Big Data
1 4 (14.29%) Hadoop
2 1 (3.57%) Apache Accumulo
2 1 (3.57%) Apache Cassandra
2 1 (3.57%) Data Mining
2 1 (3.57%) HBase
2 1 (3.57%) HDInsight
2 1 (3.57%) MongoDB
2 1 (3.57%) MySQL
2 1 (3.57%) NoSQL
2 1 (3.57%) PostgreSQL
2 1 (3.57%) RDBMS
2 1 (3.57%) Redis
2 1 (3.57%) Relational Database
2 1 (3.57%) SQL Server
2 1 (3.57%) Text Mining
Development Applications
1 6 (21.43%) Bitbucket
2 4 (14.29%) Git (software)
3 2 (7.14%) Subversion
4 1 (3.57%) Atlassian Bamboo
4 1 (3.57%) Gradle
4 1 (3.57%) Jenkins
4 1 (3.57%) JIRA
4 1 (3.57%) JMeter
4 1 (3.57%) JUnit
4 1 (3.57%) Selenium
General
1 1 (3.57%) Banking
1 1 (3.57%) Publishing
Job Titles
1 14 (50.00%) Developer
2 12 (42.86%) Software Developer
3 10 (35.71%) Software Engineer
4 6 (21.43%) .NET Developer
5 5 (17.86%) .NET Software Developer
6 4 (14.29%) Scala Developer
7 2 (7.14%) C# .NET Developer
7 2 (7.14%) C# Developer
7 2 (7.14%) C# Software Developer
7 2 (7.14%) Data Scientist
7 2 (7.14%) HTML Developer
7 2 (7.14%) Java Developer
7 2 (7.14%) Machine Learning Scientist
7 2 (7.14%) SQL Developer
7 2 (7.14%) XML Developer
8 1 (3.57%) .NET Programmer
8 1 (3.57%) Java Programmer
8 1 (3.57%) Technical Development Manager
8 1 (3.57%) Technical Leader
8 1 (3.57%) Technical Manager
Libraries, Frameworks & Software Standards
1 22 (78.57%) .NET
2 8 (28.57%) XML
3 4 (14.29%) Natural Language Processing
4 2 (7.14%) HTML
4 2 (7.14%) Web Services
5 1 (3.57%) AngularJS
5 1 (3.57%) ASP.NET
5 1 (3.57%) Elastic Stack
5 1 (3.57%) GeoTools
5 1 (3.57%) Hibernate
5 1 (3.57%) J2EE
5 1 (3.57%) JTS
5 1 (3.57%) Kafka
5 1 (3.57%) Lucene
5 1 (3.57%) Node.js
5 1 (3.57%) RESTful
5 1 (3.57%) Spring
5 1 (3.57%) Spring Boot
5 1 (3.57%) Spring MVC
Miscellaneous
1 5 (17.86%) Blog
2 3 (10.71%) Greenfield Project
3 2 (7.14%) Algorithms
4 1 (3.57%) Computer Science
4 1 (3.57%) Fintech
4 1 (3.57%) Linked Data
Operating Systems
1 3 (10.71%) Linux
Processes & Methodologies
1 12 (42.86%) Software Engineering
2 9 (32.14%) Agile Software Development
2 9 (32.14%) Open Source
3 5 (17.86%) Machine Learning
4 4 (14.29%) Analytics
4 4 (14.29%) Data Science
5 3 (10.71%) Continuous Integration
5 3 (10.71%) Mathematics
5 3 (10.71%) TDD
6 2 (7.14%) BDD
6 2 (7.14%) Data Analysis
6 2 (7.14%) Data Analytics
6 2 (7.14%) Deep Learning
6 2 (7.14%) DevOps
6 2 (7.14%) Scrum
6 2 (7.14%) Statistics
6 2 (7.14%) Unit Testing
6 2 (7.14%) Visualisation
7 1 (3.57%) Data Visualisation
7 1 (3.57%) High Availability
Programming Languages
1 27 (96.43%) Java
2 14 (50.00%) C#
3 13 (46.43%) JavaScript
4 6 (21.43%) Python
5 4 (14.29%) C++
6 2 (7.14%) MATLAB
6 2 (7.14%) R
6 2 (7.14%) Ruby
6 2 (7.14%) SQL
7 1 (3.57%) Bash Shell
7 1 (3.57%) C
7 1 (3.57%) Clojure
7 1 (3.57%) Go
7 1 (3.57%) Perl
7 1 (3.57%) PHP
Qualifications
1 1 (3.57%) PhD
System Software
1 1 (3.57%) Apache ZooKeeper
Systems Management
1 1 (3.57%) Puppet
Vendors
1 1 (3.57%) Atlassian
1 1 (3.57%) Microsoft
1 1 (3.57%) Oracle