Period
to 17 December 2018

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

Scala
Yorkshire > West Yorkshire
6 months to
17 Dec 2018
Same period 2017 Same period 2016
Rank 170 206 205
Rank change year-on-year +36 -1 +57
Permanent jobs citing Scala 59 56 78
As % of all permanent IT jobs advertised in West Yorkshire 1.15% 0.83% 1.04%
As % of the Programming Languages category 2.25% 1.68% 2.06%
Number of salaries quoted 40 46 52
West Yorkshire 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 £62,500 £65,125 £70,750
Yorkshire median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% -

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 2,623 3,324 3,787
As % of all permanent IT jobs advertised in West Yorkshire 50.99% 49.40% 50.68%
Number of salaries quoted 2,204 2,922 3,339
West Yorkshire median annual salary £44,000 £42,500 £40,000
Median salary % change year-on-year +3.53% +6.25% -
10th Percentile £29,500 £27,500 £27,500
90th Percentile £60,000 £60,000 £57,500
Yorkshire median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% -

Scala
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Scala in West Yorkshire

Scala
Salary Trend in West Yorkshire

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

Salary trend for Scala in West Yorkshire

Scala
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Scala in West Yorkshire over the 6 months to 17 December 2018.

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 17 December 2018. 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 +25 52 £50,000 -4.76% 10
Scala
Yorkshire

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

1 57 (96.61%) Agile Software Development
2 55 (93.22%) Java
3 31 (52.54%) TDD
4 30 (50.85%) Continuous Integration
4 30 (50.85%) Jenkins
5 28 (47.46%) Spring
6 26 (44.07%) MongoDB
6 26 (44.07%) Spring Boot
7 25 (42.37%) Kubernetes
7 25 (42.37%) Docker
8 23 (38.98%) BDD
9 22 (37.29%) Python
9 22 (37.29%) Kotlin
10 21 (35.59%) Amazon AWS
11 20 (33.90%) Scrum
12 18 (30.51%) Software Engineering
12 18 (30.51%) MySQL
12 18 (30.51%) C#
12 18 (30.51%) DevOps
13 17 (28.81%) Ruby
13 17 (28.81%) Test Automation
13 17 (28.81%) Apache Cassandra
13 17 (28.81%) Kafka
14 16 (27.12%) NoSQL
14 16 (27.12%) Finance
14 16 (27.12%) JavaScript
15 14 (23.73%) Riak
15 14 (23.73%) Mentoring
15 14 (23.73%) Microservices
15 14 (23.73%) Java 8

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 6 (10.17%) Apache Spark
2 1 (1.69%) Apache Pig
2 1 (1.69%) Confluence
Cloud Services
1 21 (35.59%) Amazon AWS
2 10 (16.95%) G Suite
2 10 (16.95%) Office 365
3 6 (10.17%) Amazon Kinesis
4 5 (8.47%) Amazon SageMaker
4 5 (8.47%) GitHub
5 1 (1.69%) Amazon EC2
5 1 (1.69%) Amazon EMR
5 1 (1.69%) Amazon S3
5 1 (1.69%) AWS Lambda
5 1 (1.69%) Microsoft Azure
5 1 (1.69%) Serverless
Communications & Networking
1 6 (10.17%) HTTP
Database & Business Intelligence
1 26 (44.07%) MongoDB
2 18 (30.51%) MySQL
3 17 (28.81%) Apache Cassandra
4 16 (27.12%) NoSQL
5 14 (23.73%) Riak
6 6 (10.17%) Amazon RDS
6 6 (10.17%) Amazon Redshift
6 6 (10.17%) Apache Hive
6 6 (10.17%) Big Data
7 5 (8.47%) Amazon Aurora
7 5 (8.47%) Data Lake
7 5 (8.47%) Data Warehouse
7 5 (8.47%) Pentaho
7 5 (8.47%) Snowflake Schema
7 5 (8.47%) Spark SQL
8 4 (6.78%) Hadoop
8 4 (6.78%) Sqoop
9 3 (5.08%) HBase
10 1 (1.69%) Relational Database
Development Applications
1 30 (50.85%) Jenkins
2 11 (18.64%) Appium
2 11 (18.64%) Atlassian Bamboo
2 11 (18.64%) Buildbot
2 11 (18.64%) Cucumber
2 11 (18.64%) Ranorex
2 11 (18.64%) Selenium
2 11 (18.64%) SoapUI
3 10 (16.95%) Gatling
3 10 (16.95%) JMeter
3 10 (16.95%) NeoLoad
3 10 (16.95%) WATIR
3 10 (16.95%) WebLOAD
4 6 (10.17%) JUnit
5 2 (3.39%) Git (software)
5 2 (3.39%) JIRA
5 2 (3.39%) Subversion
6 1 (1.69%) Maven
General
1 16 (27.12%) Finance
2 11 (18.64%) Retail
Job Titles
1 43 (72.88%) Developer
2 24 (40.68%) Java Developer
3 10 (16.95%) Developer in Test
3 10 (16.95%) Lead Developer
3 10 (16.95%) Lead Software Developer
3 10 (16.95%) Software Developer
4 8 (13.56%) Junior
4 8 (13.56%) Junior Developer
4 8 (13.56%) Junior Java Developer
4 8 (13.56%) Scala Developer
4 8 (13.56%) Software Engineer
5 7 (11.86%) Java Engineer
5 7 (11.86%) Java Scala Developer
5 7 (11.86%) Java Scala Software Engineer
5 7 (11.86%) Java Software Engineer
5 7 (11.86%) Scala Software Engineer
6 5 (8.47%) ETL Developer
7 3 (5.08%) Big Data Engineer
7 3 (5.08%) Data Engineer
7 3 (5.08%) Senior Developer
Libraries, Frameworks & Software Standards
1 28 (47.46%) Spring
2 26 (44.07%) Spring Boot
3 17 (28.81%) Kafka
4 13 (22.03%) AngularJS
4 13 (22.03%) RabbitMQ
4 13 (22.03%) React
5 12 (20.34%) Dropwizard
5 12 (20.34%) Node.js
6 7 (11.86%) REST
7 6 (10.17%) Web Services
8 5 (8.47%) CSS
8 5 (8.47%) HTML
8 5 (8.47%) Spark Streaming
9 2 (3.39%) .NET
9 2 (3.39%) Django
9 2 (3.39%) JSON
9 2 (3.39%) Play Framework
9 2 (3.39%) RESTful
10 1 (1.69%) jQuery
10 1 (1.69%) Spring MVC
Miscellaneous
1 2 (3.39%) Greenfield Project
2 1 (1.69%) Analytical Skills
2 1 (1.69%) Cloud Native
2 1 (1.69%) Enterprise Cloud
Operating Systems
1 5 (8.47%) Unix
2 2 (3.39%) Linux
Processes & Methodologies
1 57 (96.61%) Agile Software Development
2 31 (52.54%) TDD
3 30 (50.85%) Continuous Integration
4 23 (38.98%) BDD
5 20 (33.90%) Scrum
6 18 (30.51%) DevOps
6 18 (30.51%) Software Engineering
7 17 (28.81%) Test Automation
8 14 (23.73%) Mentoring
8 14 (23.73%) Microservices
9 13 (22.03%) DSDM
10 11 (18.64%) ETL
10 11 (18.64%) Kanban
10 11 (18.64%) Software Testing
11 10 (16.95%) Analytics
11 10 (16.95%) SDET
12 8 (13.56%) Data Integration
12 8 (13.56%) Data Transformation
13 7 (11.86%) Business Intelligence
13 7 (11.86%) Data Modelling
Programming Languages
1 55 (93.22%) Java
2 22 (37.29%) Kotlin
2 22 (37.29%) Python
3 18 (30.51%) C#
4 17 (28.81%) Ruby
5 16 (27.12%) JavaScript
6 14 (23.73%) Java 8
7 12 (20.34%) Go
7 12 (20.34%) PHP
8 11 (18.64%) C
8 11 (18.64%) C++
8 11 (18.64%) SQL
9 5 (8.47%) T-SQL
10 1 (1.69%) R
Qualifications
1 6 (10.17%) AWS Certification
Quality Assurance & Compliance
1 5 (8.47%) Data Quality
2 2 (3.39%) QA
System Software
1 25 (42.37%) Docker
2 4 (6.78%) HDFS
3 3 (5.08%) Apache Flume
Systems Management
1 25 (42.37%) Kubernetes
2 13 (22.03%) Opscode Chef
3 6 (10.17%) Oozie
Vendors
1 11 (18.64%) Google
2 10 (16.95%) Oracle
3 5 (8.47%) Hortonworks
4 3 (5.08%) Cloudera
5 1 (1.69%) Microsoft