Period
to 22 October 2018

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 22 October 2018 with a comparison to the same period in the previous 2 years.

Scala
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 136 172 146
Rank change year-on-year +36 -26 +84
Permanent jobs citing Scala 55 46 89
As % of all permanent IT jobs advertised in Leeds 1.41% 0.97% 1.64%
As % of the Programming Languages category 2.55% 1.84% 3.09%
Number of salaries quoted 39 39 61
Leeds median annual salary £50,000 £52,500 £52,500
Median salary % change year-on-year -4.76% - -12.50%
10th Percentile £33,750 £42,750 £43,750
90th Percentile £57,500 £63,250 £78,750
West Yorkshire median annual salary £50,000 £52,500 £52,500
% change year-on-year -4.76% - +7.14%

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 2,153 2,497 2,883
As % of all permanent IT jobs advertised in Leeds 55.32% 52.58% 53.25%
Number of salaries quoted 1,803 2,187 2,503
Leeds median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -4.76%
10th Percentile £29,550 £27,900 £27,500
90th Percentile £61,250 £60,000 £57,500
West Yorkshire median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

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 22 October 2018.

Salary histogram for Scala in Leeds

For the 6 months to 22 October 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 Leeds region with a requirement for Scala.

1 54 (98.18%) Agile Software Development
2 52 (94.55%) Java
3 33 (60.00%) TDD
4 29 (52.73%) Spring
5 28 (50.91%) Spring Boot
6 25 (45.45%) MySQL
6 25 (45.45%) BDD
6 25 (45.45%) MongoDB
7 24 (43.64%) Docker
8 23 (41.82%) Kubernetes
9 21 (38.18%) Jenkins
9 21 (38.18%) Amazon AWS
9 21 (38.18%) Continuous Integration
10 20 (36.36%) C#
10 20 (36.36%) Python
11 17 (30.91%) PHP
11 17 (30.91%) Finance
11 17 (30.91%) AngularJS
12 16 (29.09%) Kotlin
12 16 (29.09%) JavaScript
13 15 (27.27%) Oracle
13 15 (27.27%) Retail
13 15 (27.27%) Ruby
13 15 (27.27%) React
13 15 (27.27%) DevOps
13 15 (27.27%) Go
13 15 (27.27%) Node.js
14 14 (25.45%) Microservices
14 14 (25.45%) Dropwizard
14 14 (25.45%) Java 8

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 3 (5.45%) Apache Spark
2 1 (1.82%) Apache Pig
2 1 (1.82%) BizTalk Server
2 1 (1.82%) Confluence
2 1 (1.82%) Tomcat
Cloud Services
1 21 (38.18%) Amazon AWS
2 10 (18.18%) G Suite
2 10 (18.18%) Office 365
2 10 (18.18%) Slack
3 6 (10.91%) Microsoft Azure
4 3 (5.45%) Amazon Kinesis
5 2 (3.64%) Amazon SageMaker
6 1 (1.82%) Amazon EC2
6 1 (1.82%) Amazon EMR
6 1 (1.82%) Amazon S3
6 1 (1.82%) AWS Lambda
6 1 (1.82%) GitHub
6 1 (1.82%) Google Cloud Platform
6 1 (1.82%) Loggly
6 1 (1.82%) Serverless
6 1 (1.82%) Sumo Logic
Communications & Networking
1 1 (1.82%) HTTP
Database & Business Intelligence
1 25 (45.45%) MongoDB
1 25 (45.45%) MySQL
2 13 (23.64%) Apache Cassandra
3 12 (21.82%) Riak
4 9 (16.36%) NoSQL
5 4 (7.27%) Hadoop
5 4 (7.27%) Pentaho
6 3 (5.45%) Amazon RDS
6 3 (5.45%) Amazon Redshift
6 3 (5.45%) Apache Hive
7 2 (3.64%) Amazon Aurora
7 2 (3.64%) Data Lake
7 2 (3.64%) Data Warehouse
7 2 (3.64%) HBase
7 2 (3.64%) Relational Database
7 2 (3.64%) Snowflake Schema
8 1 (1.82%) Big Data
8 1 (1.82%) Redis
8 1 (1.82%) Sqoop
Development Applications
1 21 (38.18%) Jenkins
2 11 (20.00%) Appium
2 11 (20.00%) Atlassian Bamboo
2 11 (20.00%) Buildbot
2 11 (20.00%) Cucumber
2 11 (20.00%) Ranorex
2 11 (20.00%) Selenium
2 11 (20.00%) SoapUI
3 10 (18.18%) Gatling
3 10 (18.18%) JMeter
3 10 (18.18%) NeoLoad
3 10 (18.18%) WATIR
3 10 (18.18%) WebLOAD
4 5 (9.09%) Git (software)
5 4 (7.27%) Maven
6 1 (1.82%) CA Release Automation
6 1 (1.82%) JIRA
6 1 (1.82%) JUnit
6 1 (1.82%) Mercurial
6 1 (1.82%) Subversion
General
1 17 (30.91%) Finance
2 15 (27.27%) Retail
3 2 (3.64%) Marketing
Job Titles
1 49 (89.09%) Developer
2 28 (50.91%) Java Developer
3 11 (20.00%) Lead Developer
4 10 (18.18%) Developer in Test
4 10 (18.18%) Lead Software Developer
4 10 (18.18%) Software Developer
5 8 (14.55%) Java Scala Developer
5 8 (14.55%) Scala Developer
6 7 (12.73%) Senior Developer
7 5 (9.09%) .NET Developer
7 5 (9.09%) Mid-Level .NET Developer
7 5 (9.09%) Senior .NET Developer
8 4 (7.27%) Junior
8 4 (7.27%) Junior Developer
8 4 (7.27%) Junior Java Developer
9 3 (5.45%) Full Stack Developer
10 2 (3.64%) Data Engineer
10 2 (3.64%) ETL Developer
10 2 (3.64%) Software Engineer
11 1 (1.82%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 29 (52.73%) Spring
2 28 (50.91%) Spring Boot
3 17 (30.91%) AngularJS
4 15 (27.27%) Node.js
4 15 (27.27%) React
5 14 (25.45%) Dropwizard
6 11 (20.00%) CSS
6 11 (20.00%) HTML
7 10 (18.18%) Kafka
7 10 (18.18%) RabbitMQ
8 7 (12.73%) .NET
9 5 (9.09%) ASP.NET
9 5 (9.09%) ASP.NET MVC
9 5 (9.09%) Web Services
10 3 (5.45%) jQuery
10 3 (5.45%) REST
11 2 (3.64%) CSS3
11 2 (3.64%) HTML5
11 2 (3.64%) JSON
11 2 (3.64%) RESTful
Miscellaneous
1 5 (9.09%) Greenfield Project
2 1 (1.82%) Analytical Skills
2 1 (1.82%) Cloud Native
2 1 (1.82%) Enterprise Cloud
Operating Systems
1 2 (3.64%) Linux
Processes & Methodologies
1 54 (98.18%) Agile Software Development
2 33 (60.00%) TDD
3 25 (45.45%) BDD
4 21 (38.18%) Continuous Integration
5 15 (27.27%) DevOps
6 14 (25.45%) Microservices
7 12 (21.82%) Scrum
7 12 (21.82%) Software Engineering
7 12 (21.82%) Test Automation
8 11 (20.00%) DSDM
8 11 (20.00%) Kanban
8 11 (20.00%) Mentoring
8 11 (20.00%) Software Testing
9 10 (18.18%) SDET
10 7 (12.73%) MVC
11 6 (10.91%) ETL
11 6 (10.91%) OOP
12 4 (7.27%) Analytics
13 3 (5.45%) Functional Programming
13 3 (5.45%) Software Delivery
Programming Languages
1 52 (94.55%) Java
2 20 (36.36%) C#
2 20 (36.36%) Python
3 17 (30.91%) PHP
4 16 (29.09%) JavaScript
4 16 (29.09%) Kotlin
5 15 (27.27%) Go
5 15 (27.27%) Ruby
6 14 (25.45%) Java 8
7 12 (21.82%) C++
8 11 (20.00%) C
9 4 (7.27%) SQL
10 3 (5.45%) T-SQL
11 1 (1.82%) Bash Shell
11 1 (1.82%) Clojure
11 1 (1.82%) Groovy
11 1 (1.82%) PL/SQL
11 1 (1.82%) R
Qualifications
1 5 (9.09%) AWS Certification
Quality Assurance & Compliance
1 8 (14.55%) QA
2 2 (3.64%) Data Quality
System Software
1 24 (43.64%) Docker
2 1 (1.82%) HDFS
2 1 (1.82%) Virtual Machines
Systems Management
1 23 (41.82%) Kubernetes
2 10 (18.18%) Opscode Chef
3 1 (1.82%) Cobbler
3 1 (1.82%) Nagios
3 1 (1.82%) Oozie
3 1 (1.82%) Prometheus
3 1 (1.82%) Puppet
3 1 (1.82%) Rancher
3 1 (1.82%) Terraform
3 1 (1.82%) Tivoli
3 1 (1.82%) ZABBIX
Vendors
1 15 (27.27%) Oracle
2 12 (21.82%) Google
3 5 (9.09%) Microsoft
4 2 (3.64%) Informatica
4 2 (3.64%) Talend
5 1 (1.82%) New Relic
5 1 (1.82%) Rackspace
5 1 (1.82%) Splunk