Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 17 November 2017 with a comparison to the same period in the previous 2 years.

Scala
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 170 153 218
Rank change year-on-year -17 +65 +56
Permanent jobs citing Scala 50 88 54
As % of all permanent IT jobs advertised in Leeds 1.01% 1.62% 0.77%
As % of the Programming Languages category 1.99% 3.00% 1.43%
Number of salaries quoted 43 58 45
Leeds median annual salary £52,500 £52,500 £49,000
Median salary % change year-on-year - +7.14% +15.29%
10th Percentile £38,750 £43,750 £42,500
90th Percentile £63,250 £75,000 £65,000
West Yorkshire median annual salary £52,500 £52,500 £49,000
% change year-on-year - +7.14% +15.29%

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 Leeds with a requirement for coding skills.

All Programming Languages
Leeds
Permanent vacancies with a requirement for coding skills 2518 2934 3771
As % of all permanent IT jobs advertised in Leeds 51.01% 53.96% 54.12%
Number of salaries quoted 2211 2576 3061
Leeds median annual salary £45,000 £40,000 £42,500
Median salary % change year-on-year +12.50% -5.88% +6.25%
10th Percentile £27,750 £27,500 £27,500
90th Percentile £60,000 £57,500 £60,000
West Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

Scala
Job Vacancy Trend in Leeds

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

Job vacancy trend for Scala in Leeds

Scala
Salary Trend in Leeds

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

Salary trend for Scala in Leeds

Scala
Salary Histogram in Leeds

The salary distribution of IT jobs citing Scala in Leeds over the 6 months to 17 November 2017.

Salary histogram for Scala in Leeds

For the 6 months to 17 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 Leeds region with a requirement for Scala.

1 49 (98.00%) Java
2 45 (90.00%) Agile Software Development
3 27 (54.00%) PHP
4 26 (52.00%) DevOps
5 24 (48.00%) Go
6 23 (46.00%) Jenkins
7 20 (40.00%) Oracle
7 20 (40.00%) Spring
8 19 (38.00%) Python
9 18 (36.00%) Apache Cassandra
10 17 (34.00%) Kafka
10 17 (34.00%) Maven
11 16 (32.00%) Software Engineering
11 16 (32.00%) C#
11 16 (32.00%) C++
11 16 (32.00%) Ruby
11 16 (32.00%) Google
11 16 (32.00%) Git (software)
12 15 (30.00%) TDD
13 14 (28.00%) JavaScript
13 14 (28.00%) Test Automation
13 14 (28.00%) AngularJS
13 14 (28.00%) Docker
13 14 (28.00%) Relational Database
14 13 (26.00%) React
14 13 (26.00%) BDD
15 12 (24.00%) Node.js
15 12 (24.00%) HTML
15 12 (24.00%) CSS
15 12 (24.00%) Spring Boot

Scala
Co-occurring IT Skills in Leeds 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 (18.00%) Apache Spark
2 2 (4.00%) Tomcat
Cloud Services
1 8 (16.00%) Amazon AWS
1 8 (16.00%) G Suite
1 8 (16.00%) Google Cloud Platform
1 8 (16.00%) IaaS
1 8 (16.00%) Loggly
1 8 (16.00%) Office 365
1 8 (16.00%) Sumo Logic
2 6 (12.00%) Slack
3 1 (2.00%) GitHub
Communications & Networking
1 2 (4.00%) HTTP
Database & Business Intelligence
1 18 (36.00%) Apache Cassandra
2 14 (28.00%) Relational Database
3 11 (22.00%) Hadoop
4 8 (16.00%) Riak
5 7 (14.00%) Big Data
5 7 (14.00%) MongoDB
6 6 (12.00%) MySQL
7 2 (4.00%) DB2
7 2 (4.00%) NoSQL
7 2 (4.00%) Redis
8 1 (2.00%) Apache Hive
8 1 (2.00%) HBase
8 1 (2.00%) Impala
8 1 (2.00%) Sqoop
Development Applications
1 23 (46.00%) Jenkins
2 17 (34.00%) Maven
3 16 (32.00%) Git (software)
4 11 (22.00%) Cucumber
4 11 (22.00%) Selenium
5 8 (16.00%) Appium
5 8 (16.00%) Atlassian Bamboo
5 8 (16.00%) Buildbot
5 8 (16.00%) Grunt
5 8 (16.00%) Ranorex
5 8 (16.00%) SoapUI
5 8 (16.00%) Vagrant
6 6 (12.00%) Ant
6 6 (12.00%) Gradle
7 3 (6.00%) WATIR
8 2 (4.00%) JUnit
8 2 (4.00%) Mockito
8 2 (4.00%) TestNG
9 1 (2.00%) LoadRunner
9 1 (2.00%) Visual Studio
General
1 8 (16.00%) Finance
2 6 (12.00%) Retail
3 4 (8.00%) Multimedia
4 2 (4.00%) Games
4 2 (4.00%) Marketing
Job Titles
1 21 (42.00%) Developer
2 14 (28.00%) Java Developer
3 8 (16.00%) Full Stack Developer
4 6 (12.00%) Automation Tester
4 6 (12.00%) Engineering Manager
4 6 (12.00%) Tester
5 5 (10.00%) DevOps Developer
6 4 (8.00%) Architect
6 4 (8.00%) Consultant
6 4 (8.00%) Software Engineering Manager
6 4 (8.00%) Software Manager
7 3 (6.00%) Analyst
7 3 (6.00%) Automation Test Analyst
7 3 (6.00%) Data Engineer
7 3 (6.00%) Solutions Architect
7 3 (6.00%) Test Analyst
8 2 (4.00%) Java Scala Developer
8 2 (4.00%) Performance Consultant
8 2 (4.00%) Scala Developer
8 2 (4.00%) Senior Performance Consultant
Libraries, Frameworks & Software Standards
1 20 (40.00%) Spring
2 17 (34.00%) Kafka
3 14 (28.00%) AngularJS
4 13 (26.00%) React
5 12 (24.00%) CSS
5 12 (24.00%) HTML
5 12 (24.00%) Node.js
5 12 (24.00%) Spring Boot
6 10 (20.00%) Web Services
7 8 (16.00%) Apache Camel
7 8 (16.00%) CSS3
7 8 (16.00%) Elastic Stack
7 8 (16.00%) HTML5
7 8 (16.00%) jQuery
7 8 (16.00%) RabbitMQ
8 6 (12.00%) Dropwizard
8 6 (12.00%) JRuby
8 6 (12.00%) REST
9 4 (8.00%) Akka
10 3 (6.00%) XML
Miscellaneous
1 6 (12.00%) Greenfield Project
2 2 (4.00%) User Experience
Operating Systems
1 2 (4.00%) Linux
Processes & Methodologies
1 45 (90.00%) Agile Software Development
2 26 (52.00%) DevOps
3 16 (32.00%) Software Engineering
4 15 (30.00%) TDD
5 14 (28.00%) Test Automation
6 13 (26.00%) BDD
7 12 (24.00%) SDLC
8 11 (22.00%) Continuous Integration
9 10 (20.00%) Kanban
9 10 (20.00%) Scrum
10 8 (16.00%) Coaching
10 8 (16.00%) Configuration Management
10 8 (16.00%) DSDM
10 8 (16.00%) Mentoring
10 8 (16.00%) Microservices
10 8 (16.00%) Performance Testing
11 7 (14.00%) Open Source
11 7 (14.00%) SDET
12 6 (12.00%) Continuous Delivery
12 6 (12.00%) Software Testing
Programming Languages
1 49 (98.00%) Java
2 27 (54.00%) PHP
3 24 (48.00%) Go
4 19 (38.00%) Python
5 16 (32.00%) C#
5 16 (32.00%) C++
5 16 (32.00%) Ruby
6 14 (28.00%) JavaScript
7 8 (16.00%) Bash Shell
7 8 (16.00%) C
8 7 (14.00%) SQL
9 2 (4.00%) Clojure
9 2 (4.00%) R
10 1 (2.00%) Shell Script
Qualifications
1 1 (2.00%) SC Cleared
1 1 (2.00%) Security Cleared
System Software
1 14 (28.00%) Docker
2 1 (2.00%) Apache Flume
Systems Management
1 10 (20.00%) Opscode Chef
2 9 (18.00%) Ansible
3 8 (16.00%) Nagios
3 8 (16.00%) Prometheus
3 8 (16.00%) Puppet
3 8 (16.00%) Salt
3 8 (16.00%) ZABBIX
4 4 (8.00%) Kubernetes
5 2 (4.00%) Grafana
Vendors
1 20 (40.00%) Oracle
2 16 (32.00%) Google
3 10 (20.00%) Splunk
4 8 (16.00%) New Relic
4 8 (16.00%) Rackspace
4 8 (16.00%) SaltStack
5 2 (4.00%) IBM
6 1 (2.00%) Informatica
6 1 (2.00%) Talend