Period
to 6 April 2020

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 6 months to 6 April 2020 with a comparison to the same period in the previous 2 years.

Scala
Yorkshire > West Yorkshire
6 months to
6 Apr 2020
Same period 2019 Same period 2018
Rank 113 130 191
Rank change year-on-year +17 +61 +39
Permanent jobs citing Scala 84 91 72
As % of all permanent jobs advertised in West Yorkshire 2.11% 1.93% 1.01%
As % of the Programming Languages category 3.95% 3.81% 1.96%
Number of salaries quoted 64 62 52
Median annual salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76% +10.53%
10th Percentile £42,500 £28,750 £38,750
90th Percentile £70,000 £63,354 £67,000
Yorkshire median annual salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76% -4.55%

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 West Yorkshire with a requirement for coding skills.

All Programming Languages
West Yorkshire
Permanent vacancies with a requirement for coding skills 2,129 2,388 3,678
As % of all permanent IT jobs advertised in West Yorkshire 53.52% 50.71% 51.45%
Number of salaries quoted 1,852 2,069 3,287
Median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - -
10th Percentile £30,000 £30,000 £28,500
90th Percentile £67,500 £60,000 £60,000
Yorkshire median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

Scala
Job Vacancy Trend in West Yorkshire

Job postings citing Scala as a proportion of all IT jobs advertised in West Yorkshire.

Job vacancy trend for Scala in West Yorkshire

Scala
Salary Trend in West Yorkshire

3-month moving average salary quoted in jobs citing Scala in West Yorkshire.

Salary trend for Scala in West Yorkshire

Scala
Salary Histogram in West Yorkshire

Salary distribution for jobs citing Scala in West Yorkshire over the 6 months to 6 April 2020.

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 6 months to 6 April 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds +13 73 £55,000 - 3
Halifax - 8 £75,000 -
Bradford - 3 £67,500 -
Scala
Yorkshire

For the 6 months to 6 April 2020, 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 West Yorkshire region with a requirement for Scala.

1 76 (90.48%) Java
2 74 (88.10%) Python
3 51 (60.71%) Agile Software Development
3 51 (60.71%) DevOps
4 39 (46.43%) Software Engineering
5 32 (38.10%) Node.js
5 32 (38.10%) Microservices
6 30 (35.71%) Open Source
6 30 (35.71%) AWS
6 30 (35.71%) C#
7 29 (34.52%) Go
8 25 (29.76%) SQL
9 23 (27.38%) Test Automation
10 21 (25.00%) Data Engineering
10 21 (25.00%) Kanban
10 21 (25.00%) BDD
10 21 (25.00%) JavaScript
11 20 (23.81%) Docker
11 20 (23.81%) Mentoring
12 19 (22.62%) Kubernetes
12 19 (22.62%) Ruby
13 18 (21.43%) Scrum
13 18 (21.43%) TDD
14 17 (20.24%) C
14 17 (20.24%) Continuous Integration
14 17 (20.24%) Apache Spark
14 17 (20.24%) Data Lake
15 16 (19.05%) Data Science
15 16 (19.05%) Azure
15 16 (19.05%) Finance

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 17 (20.24%) Apache Spark
2 7 (8.33%) Apache
3 5 (5.95%) nginx
4 4 (4.76%) Confluence
5 1 (1.19%) OpenStack
Cloud Services
1 30 (35.71%) AWS
2 16 (19.05%) Azure
3 9 (10.71%) Amazon EMR
4 7 (8.33%) Amazon Kinesis
5 4 (4.76%) Amazon EC2
5 4 (4.76%) Amazon S3
5 4 (4.76%) Amazon SageMaker
6 1 (1.19%) AWS CloudFormation
6 1 (1.19%) BrowserStack
6 1 (1.19%) GCP
6 1 (1.19%) Sauce Labs
Communications & Networking
1 3 (3.57%) Internet
Database & Business Intelligence
1 17 (20.24%) Data Lake
2 15 (17.86%) NoSQL
3 13 (15.48%) Big Data
4 12 (14.29%) Hadoop
5 9 (10.71%) Apache Hive
5 9 (10.71%) Data Warehouse
6 8 (9.52%) Impala
6 8 (9.52%) Relational Database
7 6 (7.14%) Amazon Athena
7 6 (7.14%) Pentaho
8 5 (5.95%) HBase
9 4 (4.76%) Amazon Aurora
9 4 (4.76%) Amazon RDS
9 4 (4.76%) Electronic Patient Records
9 4 (4.76%) Snowflake Schema
10 3 (3.57%) Apache Cassandra
11 2 (2.38%) Amazon Redshift
11 2 (2.38%) SQL Server Integration Services
12 1 (1.19%) Flink
12 1 (1.19%) MongoDB
Development Applications
1 15 (17.86%) Git (software)
1 15 (17.86%) Selenium
2 14 (16.67%) Appium
2 14 (16.67%) Cucumber
2 14 (16.67%) Jenkins
3 10 (11.90%) Gatling
3 10 (11.90%) JMeter
4 9 (10.71%) Atlassian Bamboo
4 9 (10.71%) Buildbot
4 9 (10.71%) NeoLoad
4 9 (10.71%) Ranorex
4 9 (10.71%) SoapUI
4 9 (10.71%) WATIR
4 9 (10.71%) WebLOAD
5 5 (5.95%) Mercurial
5 5 (5.95%) Subversion
6 4 (4.76%) Bitbucket
6 4 (4.76%) JIRA
7 3 (3.57%) EasyMock
7 3 (3.57%) Mockito
General
1 16 (19.05%) Finance
2 5 (5.95%) Games
3 4 (4.76%) Advertising
4 1 (1.19%) Legal
4 1 (1.19%) Public Sector
4 1 (1.19%) Publishing
Job Titles
1 23 (27.38%) Data Engineer
2 20 (23.81%) Developer
3 19 (22.62%) Software Engineer
4 9 (10.71%) Developer in Test
4 9 (10.71%) Senior Data Engineer
4 9 (10.71%) Software Developer
5 8 (9.52%) Principal Engineer
6 7 (8.33%) Big Data Engineer
6 7 (8.33%) Engineering Manager
6 7 (8.33%) Software Engineering Manager
6 7 (8.33%) Software Manager
7 6 (7.14%) AWS Engineer
7 6 (7.14%) Principal Software Engineer
7 6 (7.14%) Senior Software Engineer
8 5 (5.95%) Automation Test Analyst
8 5 (5.95%) AWS DevOps
8 5 (5.95%) DevOps Engineer
8 5 (5.95%) JavaScript Developer
8 5 (5.95%) Lead Software Developer
8 5 (5.95%) UI Developer
Libraries, Frameworks & Software Standards
1 32 (38.10%) Node.js
2 14 (16.67%) Kafka
3 8 (9.52%) Apache Avro
3 8 (9.52%) Web Services
4 5 (5.95%) AngularJS
4 5 (5.95%) Backbone.js
4 5 (5.95%) CSS
4 5 (5.95%) CSS3
4 5 (5.95%) Ember.js
4 5 (5.95%) HTML
4 5 (5.95%) HTML5
4 5 (5.95%) KnockoutJS
4 5 (5.95%) Redux
5 4 (4.76%) .NET
5 4 (4.76%) React
6 3 (3.57%) Hibernate
6 3 (3.57%) JDBC
6 3 (3.57%) REST
6 3 (3.57%) Spring
6 3 (3.57%) Spring Boot
Miscellaneous
1 5 (5.95%) Algorithms
1 5 (5.95%) Analytical Skills
1 5 (5.95%) Data Structures
2 3 (3.57%) RIA
3 2 (2.38%) PMI
3 2 (2.38%) Tandem
4 1 (1.19%) Public Cloud
Processes & Methodologies
1 51 (60.71%) Agile Software Development
1 51 (60.71%) DevOps
2 39 (46.43%) Software Engineering
3 32 (38.10%) Microservices
4 30 (35.71%) Open Source
5 23 (27.38%) Test Automation
6 21 (25.00%) BDD
6 21 (25.00%) Data Engineering
6 21 (25.00%) Kanban
7 20 (23.81%) Mentoring
8 18 (21.43%) Scrum
8 18 (21.43%) TDD
9 17 (20.24%) Continuous Integration
10 16 (19.05%) Data Science
11 15 (17.86%) ETL
12 14 (16.67%) Software Testing
13 10 (11.90%) Project Management
14 9 (10.71%) Business Intelligence
14 9 (10.71%) DSDM
14 9 (10.71%) OO
Programming Languages
1 76 (90.48%) Java
2 74 (88.10%) Python
3 30 (35.71%) C#
4 29 (34.52%) Go
5 25 (29.76%) SQL
6 21 (25.00%) JavaScript
7 19 (22.62%) Ruby
8 17 (20.24%) C
9 14 (16.67%) PHP
10 9 (10.71%) C++
11 7 (8.33%) Kotlin
11 7 (8.33%) T-SQL
12 3 (3.57%) Java 8
13 2 (2.38%) Groovy
14 1 (1.19%) Bash Shell
14 1 (1.19%) Perl
Qualifications
1 2 (2.38%) PMI Certification
Quality Assurance & Compliance
1 4 (4.76%) Data Quality
2 1 (1.19%) QA
System Software
1 20 (23.81%) Docker
2 9 (10.71%) HDFS
Systems Management
1 19 (22.62%) Kubernetes
2 8 (9.52%) Rancher
3 3 (3.57%) Hadoop YARN
4 2 (2.38%) Mesos
4 2 (2.38%) Terraform
5 1 (1.19%) Opscode Chef
5 1 (1.19%) Puppet
Vendors
1 4 (4.76%) Cloudera
2 3 (3.57%) Cognizant
2 3 (3.57%) Oracle
3 2 (2.38%) Talend
4 1 (1.19%) Tableau