Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Oxford 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Scala
Oxfordshire > Oxford
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 86 100 94
Rank change year-on-year +14 -6 +12
Permanent jobs citing Scala 38 21 32
As % of all permanent IT jobs advertised in Oxford 2.38% 1.43% 1.94%
As % of the Programming Languages category 3.47% 2.03% 3.21%
Number of salaries quoted 38 16 22
Oxford median annual salary £67,500 £57,500 £50,500
Median salary % change year-on-year +17.39% +13.86% +74.14%
10th Percentile £42,500 £54,000 £36,750
90th Percentile £87,500 £80,625 £62,000
Oxfordshire median annual salary £67,500 £58,750 £52,500
% change year-on-year +14.89% +11.90% +75.00%

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 Oxford with a requirement for coding skills.

All Programming Languages
Oxford
Permanent vacancies with a requirement for coding skills 1095 1032 997
As % of all permanent IT jobs advertised in Oxford 68.65% 70.11% 60.31%
Number of salaries quoted 966 922 826
Oxford median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £31,250 £28,750 £27,500
90th Percentile £72,500 £63,750 £65,000
Oxfordshire median annual salary £47,500 £45,500 £42,500
% change year-on-year +4.40% +7.06% +6.25%

Scala
Job Vacancy Trend in Oxford

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

Job vacancy trend for Scala in Oxford

Scala
Salary Trend in Oxford

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

Salary trend for Scala in Oxford

Scala
Salary Histogram in Oxford

The salary distribution of IT jobs citing Scala in Oxford over the 6 months to 23 November 2017.

Salary histogram for Scala in Oxford

For the 6 months to 23 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 Oxford region with a requirement for Scala.

1 36 (94.74%) Java
2 23 (60.53%) Agile Software Development
2 23 (60.53%) Big Data
3 19 (50.00%) .NET
3 19 (50.00%) Apache Spark
4 18 (47.37%) TDD
5 15 (39.47%) Python
6 13 (34.21%) C++
6 13 (34.21%) SQL
6 13 (34.21%) Machine Learning
6 13 (34.21%) Continuous Integration
7 12 (31.58%) Amazon AWS
7 12 (31.58%) Apache
7 12 (31.58%) Subversion
8 11 (28.95%) Text Mining
8 11 (28.95%) Lucene
8 11 (28.95%) Data Mining
8 11 (28.95%) Apache Solr
8 11 (28.95%) Kafka
8 11 (28.95%) Natural Language Processing
8 11 (28.95%) Information Retrieval
8 11 (28.95%) Elasticsearch
8 11 (28.95%) Continuous Deployment
9 10 (26.32%) Unit Testing
9 10 (26.32%) Spring
10 9 (23.68%) Hibernate
10 9 (23.68%) Git (software)
10 9 (23.68%) Open Source
11 8 (21.05%) Software Engineering
12 7 (18.42%) Kanban

Scala
Co-occurring IT Skills in Oxford 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 19 (50.00%) Apache Spark
2 12 (31.58%) Apache
3 11 (28.95%) Apache Solr
3 11 (28.95%) Elasticsearch
4 5 (13.16%) Jetty
4 5 (13.16%) nginx
4 5 (13.16%) Tomcat
5 1 (2.63%) GeoServer
5 1 (2.63%) Mule
Applications
1 1 (2.63%) GNU Octave
1 1 (2.63%) Mathematica
Cloud Services
1 12 (31.58%) Amazon AWS
2 5 (13.16%) Amazon EC2
2 5 (13.16%) Amazon EMR
2 5 (13.16%) Amazon S3
3 2 (5.26%) GitHub
4 1 (2.63%) Azure Data Factory
4 1 (2.63%) Microsoft Azure
Communications & Networking
1 3 (7.89%) Skype
Database & Business Intelligence
1 23 (60.53%) Big Data
2 11 (28.95%) Data Mining
2 11 (28.95%) Text Mining
3 7 (18.42%) Hadoop
4 5 (13.16%) Data Lake
5 2 (5.26%) MongoDB
5 2 (5.26%) PostgreSQL
6 1 (2.63%) Apache Accumulo
6 1 (2.63%) Apache Cassandra
6 1 (2.63%) HBase
6 1 (2.63%) HDInsight
6 1 (2.63%) MarkLogic
6 1 (2.63%) NoSQL
6 1 (2.63%) Relational Database
6 1 (2.63%) SQL Server
Development Applications
1 12 (31.58%) Subversion
2 9 (23.68%) Git (software)
3 6 (15.79%) Gradle
4 5 (13.16%) Selenium
5 2 (5.26%) JUnit
5 2 (5.26%) Maven
6 1 (2.63%) Bitbucket
6 1 (2.63%) Eclipse
6 1 (2.63%) Jenkins
6 1 (2.63%) NUnit
General
1 5 (13.16%) Publishing
2 1 (2.63%) Banking
Job Titles
1 18 (47.37%) Developer
1 18 (47.37%) Java Developer
2 11 (28.95%) Development Manager
3 10 (26.32%) Java Scala Developer
3 10 (26.32%) Scala Developer
4 7 (18.42%) .NET Developer
4 7 (18.42%) .NET Software Developer
4 7 (18.42%) Big Data Engineer
4 7 (18.42%) Java Software Developer
4 7 (18.42%) Software Developer
5 6 (15.79%) C# .NET Developer
5 6 (15.79%) C# Developer
5 6 (15.79%) C# Software Developer
5 6 (15.79%) Data Engineer
5 6 (15.79%) Software Development Manager
5 6 (15.79%) Software Manager
6 4 (10.53%) Big Data Manager
7 3 (7.89%) C# ASP.NET Developer
7 3 (7.89%) Java Development Manager
7 3 (7.89%) XML Developer
Libraries, Frameworks & Software Standards
1 19 (50.00%) .NET
2 11 (28.95%) Kafka
2 11 (28.95%) Lucene
2 11 (28.95%) Natural Language Processing
3 10 (26.32%) Spring
4 9 (23.68%) Hibernate
5 6 (15.79%) AngularJS
5 6 (15.79%) RESTful
5 6 (15.79%) Web Services
6 5 (13.16%) Elastic Stack
7 4 (10.53%) ASP.NET
7 4 (10.53%) HTML
7 4 (10.53%) XML
8 3 (7.89%) Spring Boot
9 1 (2.63%) Akka
9 1 (2.63%) CSS
9 1 (2.63%) GeoTools
9 1 (2.63%) Play Framework
9 1 (2.63%) SOAP
9 1 (2.63%) Thymeleaf
Miscellaneous
1 7 (18.42%) Greenfield Project
2 5 (13.16%) Linked Data
3 2 (5.26%) Fintech
4 1 (2.63%) Algorithms
4 1 (2.63%) Blog
4 1 (2.63%) Computer Science
Operating Systems
1 7 (18.42%) Linux
Processes & Methodologies
1 23 (60.53%) Agile Software Development
2 18 (47.37%) TDD
3 13 (34.21%) Continuous Integration
3 13 (34.21%) Machine Learning
4 11 (28.95%) Continuous Deployment
4 11 (28.95%) Information Retrieval
5 10 (26.32%) Unit Testing
6 9 (23.68%) Open Source
7 8 (21.05%) Software Engineering
8 7 (18.42%) Kanban
8 7 (18.42%) Scrum
9 6 (15.79%) Artificial Intelligence
9 6 (15.79%) Multithreading
9 6 (15.79%) Test Automation
9 6 (15.79%) Visualisation
10 5 (13.16%) Build Automation
10 5 (13.16%) Code Coverage
10 5 (13.16%) Continuous Delivery
10 5 (13.16%) Data Visualisation
10 5 (13.16%) Pair Programming
Programming Languages
1 36 (94.74%) Java
2 15 (39.47%) Python
3 13 (34.21%) C++
3 13 (34.21%) SQL
4 7 (18.42%) C#
4 7 (18.42%) JavaScript
5 6 (15.79%) C
6 5 (13.16%) Bash Shell
6 5 (13.16%) Ruby
7 1 (2.63%) MATLAB
7 1 (2.63%) Perl
7 1 (2.63%) R
Qualifications
1 6 (15.79%) PhD
Quality Assurance & Compliance
1 1 (2.63%) QA
System Software
1 6 (15.79%) Docker
2 5 (13.16%) Apache ZooKeeper
Systems Management
1 6 (15.79%) Mesos
2 1 (2.63%) Terraform
Vendors
1 1 (2.63%) Microsoft