Period
to 24 November 2017

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

Scala
South East > Oxfordshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 126 139 147
Rank change year-on-year +13 +8 +14
Permanent jobs citing Scala 50 34 42
As % of all permanent IT jobs advertised in Oxfordshire 1.65% 1.16% 1.23%
As % of the Programming Languages category 2.40% 1.78% 2.17%
Number of salaries quoted 49 27 32
Oxfordshire median annual salary £67,500 £60,000 £52,500
Median salary % change year-on-year +12.50% +14.29% +75.00%
10th Percentile £42,250 £49,900 £36,750
90th Percentile £87,500 £83,000 £62,000
South East median annual salary £60,000 £54,000 £50,500
% change year-on-year +11.11% +6.93% +18.82%

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 2082 1911 1935
As % of all permanent IT jobs advertised in Oxfordshire 68.76% 65.04% 56.66%
Number of salaries quoted 1745 1610 1608
Oxfordshire median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £30,000 £28,750 £27,500
90th Percentile £72,500 £65,000 £62,500
South East median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

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 24 November 2017.

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 24 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
Oxford +14 37 £67,500 +17.39% 2
Abingdon - 5 £50,000 -
Kidlington - 1 £84,000 -
Thame - 1 £45,000 -
Scala
South East

For the 6 months to 24 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 Oxfordshire region with a requirement for Scala.

1 43 (86.00%) Java
2 28 (56.00%) Agile Software Development
2 28 (56.00%) Big Data
3 23 (46.00%) Apache Spark
4 22 (44.00%) TDD
5 21 (42.00%) Python
6 19 (38.00%) .NET
7 18 (36.00%) C++
8 17 (34.00%) Amazon AWS
9 16 (32.00%) Continuous Integration
10 15 (30.00%) Subversion
11 14 (28.00%) Hadoop
11 14 (28.00%) Docker
12 13 (26.00%) Machine Learning
12 13 (26.00%) Continuous Deployment
12 13 (26.00%) SQL
12 13 (26.00%) Scrum
12 13 (26.00%) Pair Programming
13 12 (24.00%) C
13 12 (24.00%) Linux
13 12 (24.00%) Data Mining
13 12 (24.00%) Kanban
13 12 (24.00%) Git (software)
14 11 (22.00%) Mesos
14 11 (22.00%) Apache
15 10 (20.00%) Amazon EC2
15 10 (20.00%) Amazon S3
15 10 (20.00%) Apache Solr
15 10 (20.00%) Open Source
15 10 (20.00%) Text Mining

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 23 (46.00%) Apache Spark
2 11 (22.00%) Apache
3 10 (20.00%) Apache Solr
3 10 (20.00%) Elasticsearch
4 4 (8.00%) Confluence
4 4 (8.00%) Jetty
4 4 (8.00%) nginx
4 4 (8.00%) Tomcat
5 1 (2.00%) GeoServer
5 1 (2.00%) Mule
Applications
1 1 (2.00%) GNU Octave
1 1 (2.00%) Mathematica
Cloud Services
1 17 (34.00%) Amazon AWS
2 10 (20.00%) Amazon EC2
2 10 (20.00%) Amazon S3
3 4 (8.00%) Amazon EMR
4 3 (6.00%) OpenShift
5 2 (4.00%) GitHub
6 1 (2.00%) Azure Data Factory
6 1 (2.00%) Microsoft Azure
Communications & Networking
1 5 (10.00%) DHCP
1 5 (10.00%) DNS
1 5 (10.00%) Internet
2 3 (6.00%) IPv4
2 3 (6.00%) IPv6
2 3 (6.00%) Network Security
2 3 (6.00%) Skype
3 1 (2.00%) Broadband
Database & Business Intelligence
1 28 (56.00%) Big Data
2 14 (28.00%) Hadoop
3 12 (24.00%) Data Mining
4 10 (20.00%) Data Lake
4 10 (20.00%) Text Mining
5 7 (14.00%) PostgreSQL
6 5 (10.00%) MySQL
7 3 (6.00%) InfluxDB
8 2 (4.00%) MongoDB
8 2 (4.00%) NoSQL
8 2 (4.00%) Relational Database
9 1 (2.00%) Apache Accumulo
9 1 (2.00%) Apache Cassandra
9 1 (2.00%) HBase
9 1 (2.00%) HDInsight
9 1 (2.00%) MarkLogic
9 1 (2.00%) RDBMS
9 1 (2.00%) Redis
9 1 (2.00%) SQL Server
Development Applications
1 15 (30.00%) Subversion
2 12 (24.00%) Git (software)
3 5 (10.00%) Gradle
3 5 (10.00%) JIRA
4 4 (8.00%) Selenium
5 3 (6.00%) JUnit
6 2 (4.00%) Jenkins
6 2 (4.00%) Maven
7 1 (2.00%) Atlassian Bamboo
7 1 (2.00%) Bitbucket
7 1 (2.00%) Eclipse
7 1 (2.00%) JMeter
7 1 (2.00%) NUnit
General
1 4 (8.00%) Publishing
2 1 (2.00%) Banking
Job Titles
1 19 (38.00%) Developer
1 19 (38.00%) Java Developer
2 12 (24.00%) Big Data Engineer
3 11 (22.00%) Data Engineer
3 11 (22.00%) Java Scala Developer
3 11 (22.00%) Scala Developer
4 10 (20.00%) Development Manager
5 8 (16.00%) .NET Developer
5 8 (16.00%) .NET Software Developer
5 8 (16.00%) Java Software Developer
5 8 (16.00%) Software Developer
6 7 (14.00%) C# .NET Developer
6 7 (14.00%) C# Developer
6 7 (14.00%) C# Software Developer
7 6 (12.00%) Hadoop Engineer
7 6 (12.00%) Software Development Manager
7 6 (12.00%) Software Manager
8 5 (10.00%) Applications Engineer
8 5 (10.00%) Database Engineer
8 5 (10.00%) Systems Engineer
Libraries, Frameworks & Software Standards
1 19 (38.00%) .NET
2 10 (20.00%) Kafka
2 10 (20.00%) Lucene
2 10 (20.00%) Natural Language Processing
2 10 (20.00%) Spring
3 9 (18.00%) Hibernate
4 6 (12.00%) Web Services
5 5 (10.00%) AngularJS
5 5 (10.00%) ASP.NET
5 5 (10.00%) RESTful
6 4 (8.00%) Elastic Stack
6 4 (8.00%) HTML
6 4 (8.00%) XML
7 3 (6.00%) Spring Boot
8 1 (2.00%) Akka
8 1 (2.00%) Entity Framework
8 1 (2.00%) GeoTools
8 1 (2.00%) Node.js
8 1 (2.00%) Play Framework
8 1 (2.00%) Thymeleaf
Miscellaneous
1 7 (14.00%) Greenfield Project
2 4 (8.00%) Linked Data
3 3 (6.00%) Replication
4 2 (4.00%) Algorithms
4 2 (4.00%) Fintech
5 1 (2.00%) Blog
5 1 (2.00%) Computer Science
Operating Systems
1 12 (24.00%) Linux
2 5 (10.00%) CentOS
Processes & Methodologies
1 28 (56.00%) Agile Software Development
2 22 (44.00%) TDD
3 16 (32.00%) Continuous Integration
4 13 (26.00%) Continuous Deployment
4 13 (26.00%) Machine Learning
4 13 (26.00%) Pair Programming
4 13 (26.00%) Scrum
5 12 (24.00%) Kanban
6 10 (20.00%) Continuous Delivery
6 10 (20.00%) Information Retrieval
6 10 (20.00%) Open Source
6 10 (20.00%) Unit Testing
7 9 (18.00%) Software Engineering
8 8 (16.00%) Test Automation
9 6 (12.00%) Artificial Intelligence
9 6 (12.00%) Multithreading
10 5 (10.00%) Visualisation
10 5 (10.00%) Web Application Development
11 4 (8.00%) Analytics
11 4 (8.00%) Build Automation
Programming Languages
1 43 (86.00%) Java
2 21 (42.00%) Python
3 18 (36.00%) C++
4 13 (26.00%) SQL
5 12 (24.00%) C
6 10 (20.00%) Ruby
7 9 (18.00%) C#
8 7 (14.00%) R
9 6 (12.00%) JavaScript
10 5 (10.00%) Go
11 4 (8.00%) Bash Shell
11 4 (8.00%) Rust
12 2 (4.00%) MATLAB
13 1 (2.00%) Clojure
13 1 (2.00%) Perl
13 1 (2.00%) PHP
Qualifications
1 7 (14.00%) PhD
2 1 (2.00%) Degree
Quality Assurance & Compliance
1 1 (2.00%) QA
System Software
1 14 (28.00%) Docker
2 4 (8.00%) Apache ZooKeeper
Systems Management
1 11 (22.00%) Mesos
2 4 (8.00%) Puppet
3 1 (2.00%) Terraform
Vendors
1 1 (2.00%) Atlassian
1 1 (2.00%) Microsoft
1 1 (2.00%) Red Hat