The following table provides summary statistics for permanent job vacancies advertised in West Yorkshire with a requirement for Scala skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Scala over the 3 months to 25 April 2017 with a comparison to the same period in the previous 2 years.

Scala
Yorkshire / West Yorkshire
3 months to
25 Apr 2017
Same period 2016 Same period 2015
Rank 163 166 220
Rank change year-on-year +3 +54  
Permanent jobs citing Scala 25 37 1
As % of all permanent IT jobs advertised in West Yorkshire 0.70% 0.86% 0.020%
As % of the Programming Languages category 1.29% 1.71% 0.043%
Number of salaries quoted 18 27 1
Median salary £48,750 £57,500 £30,000
Median salary % change year-on-year -15.21% +91.66%  
UK excluding London median salary £55,000 £55,000 £52,500
% change year-on-year - +4.76%  

Scala is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in West Yorkshire with a requirement for programming language skills.

Programming Language Skills
West Yorkshire
Permanent job vacancies with a requirement for programming language skills 1936 2164 2343
As % of all permanent IT job vacancies advertised in West Yorkshire 54.44% 50.41% 47.23%
Number of salaries quoted 1721 1825 1982
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% -  
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £57,500 £50,000 £55,000
UK excluding London median salary £42,000 £41,000 £40,000
% change year-on-year +2.43% +2.50%  

Scala
Job Vacancy Trend in West Yorkshire

The job posting trend of jobs advertised in West Yorkshire citing Scala as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

Job vacancy trend for Scala in West Yorkshire

Scala
Salary Trend in West Yorkshire

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

Salary trend for Scala in West Yorkshire

Scala
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Scala in West Yorkshire over the 3 months to 25 April 2017.

Salary histogram for Scala in West Yorkshire

Scala
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the West Yorkshire region over the 3 months to 25 April 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds +10 25 £48,750 -17.02% 1
Scala
Yorkshire

For the 6 months to 25 April 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 West Yorkshire region with a requirement for Scala.

1 31 (70.45%) Java
2 29 (65.91%) Agile Software Development
3 23 (52.27%) Spring
4 19 (43.18%) Hibernate
5 18 (40.91%) Git (software)
6 17 (38.64%) TDD
6 17 (38.64%) Scrum
7 15 (34.09%) Maven
7 15 (34.09%) Cucumber
8 14 (31.82%) JavaScript
8 14 (31.82%) C#
9 13 (29.55%) SQL
9 13 (29.55%) Ruby
9 13 (29.55%) AngularJS
10 12 (27.27%) DevOps
10 12 (27.27%) Mentoring
10 12 (27.27%) QA
10 12 (27.27%) Python
11 11 (25.00%) Visual Studio
11 11 (25.00%) Stakeholder Management
11 11 (25.00%) Pair Programming
11 11 (25.00%) RESTful
11 11 (25.00%) Jenkins
12 10 (22.73%) React
12 10 (22.73%) Gatling
12 10 (22.73%) BDD
12 10 (22.73%) JIRA
12 10 (22.73%) JMeter
12 10 (22.73%) LoadRunner
12 10 (22.73%) PHP

Scala
Co-occurring IT Skills in West Yorkshire 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 9 (20.45%) Tomcat
2 2 (4.55%) Elasticsearch
3 1 (2.27%) Apache Solr
3 1 (2.27%) Apache Spark
Applications
1 1 (2.27%) Microsoft Office
Cloud Services
1 4 (9.09%) G Suite
1 4 (9.09%) Office 365
1 4 (9.09%) Slack
2 2 (4.55%) Amazon AWS
2 2 (4.55%) GitHub
2 2 (4.55%) Google Cloud Platform
2 2 (4.55%) IaaS
2 2 (4.55%) Loggly
2 2 (4.55%) Sumo Logic
Database & Business Intelligence
1 6 (13.64%) NoSQL
2 3 (6.82%) Apache Cassandra
2 3 (6.82%) Big Data
2 3 (6.82%) Relational Database
2 3 (6.82%) SQL Server
3 2 (4.55%) Riak
4 1 (2.27%) MongoDB
4 1 (2.27%) PostgreSQL
Development Applications
1 18 (40.91%) Git (software)
2 15 (34.09%) Cucumber
2 15 (34.09%) Maven
3 11 (25.00%) Jenkins
3 11 (25.00%) Visual Studio
4 10 (22.73%) Gatling
4 10 (22.73%) JIRA
4 10 (22.73%) JMeter
4 10 (22.73%) LoadRunner
5 7 (15.91%) Selenium
6 5 (11.36%) Vagrant
7 4 (9.09%) Appium
7 4 (9.09%) Atlassian Bamboo
7 4 (9.09%) Buildbot
7 4 (9.09%) Ranorex
7 4 (9.09%) SoapUI
8 3 (6.82%) Grunt
9 2 (4.55%) WebDriver
10 1 (2.27%) Mockito
10 1 (2.27%) RSpec
General
1 4 (9.09%) Finance
1 4 (9.09%) Retail
Job Titles
1 13 (29.55%) Developer
2 11 (25.00%) Test Engineer
3 10 (22.73%) Java Developer
3 10 (22.73%) Performance Engineer
3 10 (22.73%) Performance Test Engineer
4 9 (20.45%) Technical Leader
5 6 (13.64%) Development Manager
5 6 (13.64%) Java Development Manager
6 4 (9.09%) Consultant
7 3 (6.82%) Agile Development Manager
7 3 (6.82%) Agile Project Manager
7 3 (6.82%) Development Project Manager
7 3 (6.82%) Digital Development Manager
7 3 (6.82%) Digital Project Manager
7 3 (6.82%) Mobile Project Manager
7 3 (6.82%) Project Manager
7 3 (6.82%) Senior Developer
7 3 (6.82%) Senior Java Developer
7 3 (6.82%) Technical Consultant
7 3 (6.82%) Test Consultant
Libraries, Frameworks & Software Standards
1 23 (52.27%) Spring
2 19 (43.18%) Hibernate
3 13 (29.55%) AngularJS
4 11 (25.00%) RESTful
5 10 (22.73%) React
6 9 (20.45%) Ember.js
6 9 (20.45%) J2EE
7 6 (13.64%) Node.js
8 5 (11.36%) CSS
8 5 (11.36%) HTML
9 4 (9.09%) .NET
9 4 (9.09%) RabbitMQ
9 4 (9.09%) Web Services
10 3 (6.82%) Apache Camel
10 3 (6.82%) ASP.NET
10 3 (6.82%) XML
11 2 (4.55%) Elastic Stack
11 2 (4.55%) Kafka
11 2 (4.55%) REST
11 2 (4.55%) Spring Boot
Miscellaneous
1 5 (11.36%) Greenfield Project
2 2 (4.55%) NHS
3 1 (2.27%) Mobile App
3 1 (2.27%) User Experience
Operating Systems
1 1 (2.27%) Linux
1 1 (2.27%) Unix
Processes & Methodologies
1 29 (65.91%) Agile Software Development
2 17 (38.64%) Scrum
2 17 (38.64%) TDD
3 12 (27.27%) DevOps
3 12 (27.27%) Mentoring
4 11 (25.00%) Pair Programming
4 11 (25.00%) Stakeholder Management
5 10 (22.73%) BDD
6 8 (18.18%) Continuous Integration
6 8 (18.18%) Extreme Programming
7 6 (13.64%) OO
7 6 (13.64%) Software Testing
7 6 (13.64%) Unit Testing
8 5 (11.36%) Kanban
8 5 (11.36%) Software Engineering
9 4 (9.09%) DSDM
9 4 (9.09%) Performance Testing
10 3 (6.82%) Configuration Management
10 3 (6.82%) Continuous Delivery
10 3 (6.82%) Microservices
Programming Languages
1 31 (70.45%) Java
2 14 (31.82%) C#
2 14 (31.82%) JavaScript
3 13 (29.55%) Ruby
3 13 (29.55%) SQL
4 12 (27.27%) Python
5 10 (22.73%) PHP
6 7 (15.91%) C++
7 5 (11.36%) Go
8 4 (9.09%) C
9 3 (6.82%) F#
9 3 (6.82%) Groovy
10 2 (4.55%) Bash Shell
10 2 (4.55%) Clojure
10 2 (4.55%) T-SQL
Qualifications
1 1 (2.27%) Degree
1 1 (2.27%) ISTQB
Quality Assurance & Compliance
1 12 (27.27%) QA
2 1 (2.27%) SDET
System Software
1 2 (4.55%) Docker
Systems Management
1 5 (11.36%) Puppet
2 2 (4.55%) Ansible
2 2 (4.55%) Nagios
2 2 (4.55%) Opscode Chef
2 2 (4.55%) Prometheus
2 2 (4.55%) Salt
2 2 (4.55%) ZABBIX
Vendors
1 6 (13.64%) Google
2 3 (6.82%) Oracle
3 2 (4.55%) New Relic
3 2 (4.55%) Rackspace
3 2 (4.55%) SaltStack
3 2 (4.55%) Splunk
4 1 (2.27%) Microsoft