Period
to 19 December 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 19 December 2018 with a comparison to the same period in the previous 2 years.

Scala
6 months to
19 Dec 2018
Same period 2017 Same period 2016
Rank 134 163 154
Rank change year-on-year +29 -9 +65
Permanent jobs citing Scala 53 54 80
As % of all permanent IT jobs advertised in Leeds 1.46% 1.09% 1.49%
As % of the Programming Languages category 2.76% 2.16% 2.73%
Number of salaries quoted 40 45 54
Leeds median annual salary £50,000 £52,500 £51,250
Median salary % change year-on-year -4.76% +2.44% +4.59%
10th Percentile £28,750 £38,750 £43,750
90th Percentile £58,000 £63,250 £69,750
West Yorkshire median annual salary £50,000 £52,500 £51,250
% change year-on-year -4.76% +2.44% +4.59%

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 1,917 2,497 2,932
As % of all permanent IT jobs advertised in Leeds 52.82% 50.61% 54.53%
Number of salaries quoted 1,614 2,218 2,567
Leeds median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £30,000 £29,000 £27,500
90th Percentile £60,209 £60,000 £57,500
West Yorkshire median annual salary £44,000 £42,500 £40,000
% change year-on-year +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 19 December 2018.

Salary histogram for Scala in Leeds

For the 6 months to 19 December 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 52 (98.11%) Agile Software Development
2 50 (94.34%) Java
3 28 (52.83%) Spring
4 27 (50.94%) MongoDB
4 27 (50.94%) Spring Boot
5 26 (49.06%) Kubernetes
5 26 (49.06%) Docker
5 26 (49.06%) Continuous Integration
5 26 (49.06%) Jenkins
6 25 (47.17%) TDD
7 23 (43.40%) BDD
7 23 (43.40%) Kotlin
8 22 (41.51%) Amazon AWS
9 21 (39.62%) Python
10 19 (35.85%) Software Engineering
10 19 (35.85%) MySQL
10 19 (35.85%) DevOps
11 18 (33.96%) C#
11 18 (33.96%) Apache Cassandra
11 18 (33.96%) Kafka
12 17 (32.08%) NoSQL
12 17 (32.08%) Ruby
13 16 (30.19%) Finance
14 15 (28.30%) Riak
14 15 (28.30%) Microservices
14 15 (28.30%) Java 8
15 14 (26.42%) Opscode Chef
15 14 (26.42%) RabbitMQ
15 14 (26.42%) Scrum
16 13 (24.53%) DSDM

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 6 (11.32%) Apache Spark
2 1 (1.89%) Apache Pig
2 1 (1.89%) Confluence
Cloud Services
1 22 (41.51%) Amazon AWS
2 10 (18.87%) G Suite
2 10 (18.87%) Office 365
3 6 (11.32%) Amazon Kinesis
4 5 (9.43%) Amazon SageMaker
4 5 (9.43%) GitHub
5 1 (1.89%) Amazon EC2
5 1 (1.89%) Amazon EMR
5 1 (1.89%) Amazon S3
5 1 (1.89%) AWS Lambda
5 1 (1.89%) Microsoft Azure
5 1 (1.89%) Serverless
Communications & Networking
1 1 (1.89%) HTTP
Database & Business Intelligence
1 27 (50.94%) MongoDB
2 19 (35.85%) MySQL
3 18 (33.96%) Apache Cassandra
4 17 (32.08%) NoSQL
5 15 (28.30%) Riak
6 6 (11.32%) Amazon RDS
6 6 (11.32%) Amazon Redshift
6 6 (11.32%) Apache Hive
6 6 (11.32%) Big Data
7 5 (9.43%) Amazon Aurora
7 5 (9.43%) Data Lake
7 5 (9.43%) Data Warehouse
7 5 (9.43%) Pentaho
7 5 (9.43%) Snowflake Schema
7 5 (9.43%) Spark SQL
8 4 (7.55%) Hadoop
8 4 (7.55%) Sqoop
9 3 (5.66%) HBase
10 1 (1.89%) Relational Database
Development Applications
1 26 (49.06%) Jenkins
2 11 (20.75%) Appium
2 11 (20.75%) Atlassian Bamboo
2 11 (20.75%) Buildbot
2 11 (20.75%) Cucumber
2 11 (20.75%) Ranorex
2 11 (20.75%) Selenium
2 11 (20.75%) SoapUI
3 10 (18.87%) Gatling
3 10 (18.87%) JMeter
3 10 (18.87%) NeoLoad
3 10 (18.87%) WATIR
3 10 (18.87%) WebLOAD
4 2 (3.77%) Git (software)
5 1 (1.89%) JIRA
5 1 (1.89%) JUnit
5 1 (1.89%) Maven
5 1 (1.89%) Subversion
General
1 16 (30.19%) Finance
2 11 (20.75%) Retail
Job Titles
1 38 (71.70%) Developer
2 20 (37.74%) Java Developer
3 10 (18.87%) Developer in Test
3 10 (18.87%) Lead Developer
3 10 (18.87%) Lead Software Developer
3 10 (18.87%) Software Developer
4 9 (16.98%) Software Engineer
5 8 (15.09%) Java Engineer
5 8 (15.09%) Java Scala Software Engineer
5 8 (15.09%) Java Software Engineer
5 8 (15.09%) Junior
5 8 (15.09%) Junior Developer
5 8 (15.09%) Junior Java Developer
5 8 (15.09%) Scala Software Engineer
6 5 (9.43%) ETL Developer
6 5 (9.43%) Java Scala Developer
6 5 (9.43%) Scala Developer
7 3 (5.66%) Data Engineer
7 3 (5.66%) Python Engineer
7 3 (5.66%) Senior Developer
Libraries, Frameworks & Software Standards
1 28 (52.83%) Spring
2 27 (50.94%) Spring Boot
3 18 (33.96%) Kafka
4 14 (26.42%) RabbitMQ
5 13 (24.53%) AngularJS
5 13 (24.53%) React
6 12 (22.64%) Dropwizard
6 12 (22.64%) Node.js
7 6 (11.32%) Web Services
8 5 (9.43%) CSS
8 5 (9.43%) HTML
8 5 (9.43%) Spark Streaming
9 2 (3.77%) .NET
9 2 (3.77%) REST
10 1 (1.89%) .NET Core
10 1 (1.89%) ASP.NET
10 1 (1.89%) CSS3
10 1 (1.89%) D3.js
10 1 (1.89%) J2EE
10 1 (1.89%) Play Framework
Miscellaneous
1 1 (1.89%) Analytical Skills
1 1 (1.89%) Cloud Native
1 1 (1.89%) Enterprise Cloud
1 1 (1.89%) Greenfield Project
Operating Systems
1 5 (9.43%) Unix
2 2 (3.77%) Linux
Processes & Methodologies
1 52 (98.11%) Agile Software Development
2 26 (49.06%) Continuous Integration
3 25 (47.17%) TDD
4 23 (43.40%) BDD
5 19 (35.85%) DevOps
5 19 (35.85%) Software Engineering
6 15 (28.30%) Microservices
7 14 (26.42%) Scrum
8 13 (24.53%) DSDM
8 13 (24.53%) Mentoring
9 12 (22.64%) Test Automation
10 11 (20.75%) ETL
10 11 (20.75%) Kanban
10 11 (20.75%) Software Testing
11 10 (18.87%) Analytics
11 10 (18.87%) SDET
12 8 (15.09%) Data Integration
12 8 (15.09%) Data Transformation
13 7 (13.21%) Business Intelligence
13 7 (13.21%) Data Modelling
Programming Languages
1 50 (94.34%) Java
2 23 (43.40%) Kotlin
3 21 (39.62%) Python
4 18 (33.96%) C#
5 17 (32.08%) Ruby
6 15 (28.30%) Java 8
7 12 (22.64%) Go
7 12 (22.64%) PHP
8 11 (20.75%) C
8 11 (20.75%) C++
8 11 (20.75%) JavaScript
8 11 (20.75%) SQL
9 5 (9.43%) T-SQL
10 1 (1.89%) R
Qualifications
1 6 (11.32%) AWS Certification
Quality Assurance & Compliance
1 5 (9.43%) Data Quality
2 2 (3.77%) QA
System Software
1 26 (49.06%) Docker
2 4 (7.55%) HDFS
3 3 (5.66%) Apache Flume
Systems Management
1 26 (49.06%) Kubernetes
2 14 (26.42%) Opscode Chef
3 6 (11.32%) Oozie
Vendors
1 11 (20.75%) Google
2 10 (18.87%) Oracle
3 5 (9.43%) Hortonworks
4 3 (5.66%) Cloudera
5 1 (1.89%) Microsoft