Period
to 24 May 2019

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 24 May 2019 with a comparison to the same period in the previous 2 years.

Scala
6 months to
24 May 2019
Same period 2018 Same period 2017
Rank 93 133 197
Rank change year-on-year +40 +64 +6
Permanent jobs citing Scala 82 83 43
As % of all permanent IT jobs advertised in Leeds 2.62% 1.75% 0.85%
As % of the Programming Languages category 4.93% 3.19% 1.54%
Number of salaries quoted 55 60 35
Leeds median annual salary £55,000 £50,000 £55,000
Median salary % change year-on-year +10.00% -9.09% -8.33%
10th Percentile £28,750 £38,750 £39,400
90th Percentile £74,000 £67,000 £70,000
West Yorkshire median annual salary £55,000 £50,000 £55,000
% change year-on-year +10.00% -9.09% -4.35%

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 1,662 2,598 2,800
As % of all permanent IT jobs advertised in Leeds 53.01% 54.67% 55.36%
Number of salaries quoted 1,474 2,310 2,463
Leeds median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £30,500 £30,000 £28,250
90th Percentile £63,750 £62,500 £61,250
West Yorkshire median annual salary £43,000 £44,000 £42,500
% change year-on-year -2.27% +3.53% +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 24 May 2019.

Salary histogram for Scala in Leeds

For the 6 months to 24 May 2019, 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 75 (91.46%) Java
2 70 (85.37%) Agile Software Development
3 58 (70.73%) Python
4 46 (56.10%) Jenkins
5 44 (53.66%) Continuous Integration
6 43 (52.44%) Software Engineering
7 42 (51.22%) TDD
7 42 (51.22%) DevOps
7 42 (51.22%) Mentoring
8 41 (50.00%) BDD
9 37 (45.12%) NoSQL
10 32 (39.02%) MongoDB
10 32 (39.02%) C#
10 32 (39.02%) PHP
11 31 (37.80%) Google
11 31 (37.80%) Apache Cassandra
11 31 (37.80%) Docker
11 31 (37.80%) Kubernetes
12 30 (36.59%) Amazon AWS
12 30 (36.59%) C
13 29 (35.37%) Ruby
13 29 (35.37%) Cucumber
13 29 (35.37%) Test Automation
13 29 (35.37%) Kotlin
14 28 (34.15%) Kafka
15 27 (32.93%) SoapUI
15 27 (32.93%) G Suite
15 27 (32.93%) Office 365
15 27 (32.93%) Kanban
15 27 (32.93%) Atlassian Bamboo

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 19 (23.17%) Apache Spark
2 5 (6.10%) Apache
2 5 (6.10%) nginx
Cloud Services
1 30 (36.59%) Amazon AWS
2 27 (32.93%) G Suite
2 27 (32.93%) Office 365
3 15 (18.29%) GitHub
4 13 (15.85%) Microsoft Azure
5 4 (4.88%) Google Cloud Platform
6 1 (1.22%) Power Platform
Database & Business Intelligence
1 37 (45.12%) NoSQL
2 32 (39.02%) MongoDB
3 31 (37.80%) Apache Cassandra
4 19 (23.17%) Hadoop
5 18 (21.95%) Apache Hive
6 17 (20.73%) Big Data
6 17 (20.73%) MySQL
6 17 (20.73%) Riak
7 15 (18.29%) HBase
8 14 (17.07%) Spark SQL
8 14 (17.07%) Sqoop
9 6 (7.32%) Data Lake
10 2 (2.44%) Impala
11 1 (1.22%) Data Mining
11 1 (1.22%) Parquet
11 1 (1.22%) Power BI
11 1 (1.22%) QlikView
11 1 (1.22%) Spotfire
11 1 (1.22%) SQL Server Integration Services
Development Applications
1 46 (56.10%) Jenkins
2 29 (35.37%) Cucumber
3 27 (32.93%) Appium
3 27 (32.93%) Atlassian Bamboo
3 27 (32.93%) Buildbot
3 27 (32.93%) Gatling
3 27 (32.93%) JMeter
3 27 (32.93%) NeoLoad
3 27 (32.93%) Ranorex
3 27 (32.93%) Selenium
3 27 (32.93%) SoapUI
3 27 (32.93%) WATIR
3 27 (32.93%) WebLOAD
4 14 (17.07%) WebDriver
5 8 (9.76%) Git (software)
6 5 (6.10%) Mercurial
6 5 (6.10%) Subversion
7 2 (2.44%) CircleCI
7 2 (2.44%) git-flow
7 2 (2.44%) Travis CI
General
1 27 (32.93%) Finance
1 27 (32.93%) Retail
2 1 (1.22%) Marketing
Job Titles
1 43 (52.44%) Developer
2 29 (35.37%) Software Developer
3 27 (32.93%) Developer in Test
4 25 (30.49%) Java Developer
5 18 (21.95%) Data Engineer
5 18 (21.95%) Java Scala Developer
5 18 (21.95%) Scala Developer
6 17 (20.73%) Big Data Engineer
7 16 (19.51%) Java Software Developer
8 14 (17.07%) C# Developer
8 14 (17.07%) C# Software Developer
8 14 (17.07%) Java Developer in Test
8 14 (17.07%) Python Developer
8 14 (17.07%) Ruby Developer
8 14 (17.07%) Software Engineer
9 13 (15.85%) Java Engineer
9 13 (15.85%) Java Scala Software Engineer
9 13 (15.85%) Java Software Engineer
9 13 (15.85%) Lead Software Developer
9 13 (15.85%) Scala Software Engineer
Libraries, Frameworks & Software Standards
1 28 (34.15%) Kafka
2 26 (31.71%) Spring
3 24 (29.27%) Spring Boot
4 17 (20.73%) RabbitMQ
5 14 (17.07%) Node.js
5 14 (17.07%) Spark Streaming
6 12 (14.63%) AngularJS
6 12 (14.63%) React
7 7 (8.54%) Dropwizard
8 5 (6.10%) Backbone.js
8 5 (6.10%) CSS
8 5 (6.10%) CSS3
8 5 (6.10%) Ember.js
8 5 (6.10%) HTML
8 5 (6.10%) HTML5
8 5 (6.10%) KnockoutJS
8 5 (6.10%) Redux
8 5 (6.10%) Vue.js
9 4 (4.88%) .NET
9 4 (4.88%) ASP.NET
Miscellaneous
1 5 (6.10%) Algorithms
1 5 (6.10%) Data Structures
2 2 (2.44%) Greenfield Project
2 2 (2.44%) User Experience
3 1 (1.22%) Public Cloud
Operating Systems
1 14 (17.07%) Unix
2 1 (1.22%) Linux
Processes & Methodologies
1 70 (85.37%) Agile Software Development
2 44 (53.66%) Continuous Integration
3 43 (52.44%) Software Engineering
4 42 (51.22%) DevOps
4 42 (51.22%) Mentoring
4 42 (51.22%) TDD
5 41 (50.00%) BDD
6 29 (35.37%) Test Automation
7 27 (32.93%) DSDM
7 27 (32.93%) Kanban
7 27 (32.93%) Scrum
7 27 (32.93%) SDET
7 27 (32.93%) Software Testing
8 22 (26.83%) Microservices
9 18 (21.95%) Analytics
10 15 (18.29%) Data Analysis
10 15 (18.29%) Data Engineering
10 15 (18.29%) Machine Learning
11 14 (17.07%) Data Integration
11 14 (17.07%) Data Reconciliation
Programming Languages
1 75 (91.46%) Java
2 58 (70.73%) Python
3 32 (39.02%) C#
3 32 (39.02%) PHP
4 30 (36.59%) C
5 29 (35.37%) Kotlin
5 29 (35.37%) Ruby
6 27 (32.93%) C++
6 27 (32.93%) SQL
7 17 (20.73%) Java 8
8 8 (9.76%) Go
9 6 (7.32%) JavaScript
10 4 (4.88%) R
11 2 (2.44%) Bash Shell
11 2 (2.44%) Groovy
12 1 (1.22%) VBA
Qualifications
1 2 (2.44%) Security Cleared
2 1 (1.22%) Degree
2 1 (1.22%) PhD
Quality Assurance & Compliance
1 6 (7.32%) QA
System Software
1 31 (37.80%) Docker
2 15 (18.29%) HDFS
3 14 (17.07%) Apache Flume
Systems Management
1 31 (37.80%) Kubernetes
2 17 (20.73%) Opscode Chef
3 14 (17.07%) Oozie
4 2 (2.44%) Ansible
4 2 (2.44%) Puppet
4 2 (2.44%) Rancher
4 2 (2.44%) Terraform
Vendors
1 31 (37.80%) Google
2 14 (17.07%) Cloudera
2 14 (17.07%) Hortonworks
2 14 (17.07%) Oracle
3 3 (3.66%) Tableau
4 2 (2.44%) Dataiku