Period
to 20 June 2019

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 20 June 2019 with a comparison to the same period in the previous 2 years.

Scala
Yorkshire > West Yorkshire
6 months to
20 Jun 2019
Same period 2018 Same period 2017
Rank 118 176 229
Rank change year-on-year +58 +53 +8
Permanent jobs citing Scala 88 83 44
As % of all permanent IT jobs advertised in West Yorkshire 1.98% 1.26% 0.62%
As % of the Programming Languages category 3.74% 2.39% 1.17%
Number of salaries quoted 57 61 36
West Yorkshire median annual salary £55,000 £50,000 £52,500
Median salary % change year-on-year +10.00% -4.76% -12.50%
10th Percentile £31,750 £38,750 £38,682
90th Percentile £80,000 £67,000 £70,000
Yorkshire median annual salary £55,000 £50,000 £60,000
% change year-on-year +10.00% -16.67% +17.07%

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 2,352 3,475 3,745
As % of all permanent IT jobs advertised in West Yorkshire 52.85% 52.55% 53.05%
Number of salaries quoted 2,053 3,056 3,288
West Yorkshire median annual salary £43,750 £44,000 £42,500
Median salary % change year-on-year -0.57% +3.53% +6.25%
10th Percentile £30,000 £28,125 £27,500
90th Percentile £61,250 £61,250 £60,000
Yorkshire median annual salary £43,000 £42,500 £40,000
% change year-on-year +1.18% +6.25% -

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 20 June 2019.

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 20 June 2019. 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 +38 83 £55,000 +10.00% 5
Scala
Yorkshire

For the 6 months to 20 June 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 West Yorkshire region with a requirement for Scala.

1 80 (90.91%) Java
2 75 (85.23%) Agile Software Development
3 64 (72.73%) Python
4 50 (56.82%) Jenkins
5 49 (55.68%) TDD
6 48 (54.55%) Continuous Integration
7 45 (51.14%) Software Engineering
8 44 (50.00%) Mentoring
9 43 (48.86%) BDD
10 38 (43.18%) PHP
11 37 (42.05%) Test Automation
12 35 (39.77%) C#
12 35 (39.77%) Scrum
12 35 (39.77%) DevOps
13 34 (38.64%) Google
14 33 (37.50%) C
15 32 (36.36%) Ruby
15 32 (36.36%) Cucumber
15 32 (36.36%) NoSQL
16 31 (35.23%) Finance
17 30 (34.09%) Retail
17 30 (34.09%) Software Testing
17 30 (34.09%) JMeter
17 30 (34.09%) DSDM
17 30 (34.09%) C++
17 30 (34.09%) SoapUI
17 30 (34.09%) G Suite
17 30 (34.09%) Office 365
17 30 (34.09%) Kanban
17 30 (34.09%) Atlassian Bamboo

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 19 (21.59%) Apache Spark
2 5 (5.68%) Apache
2 5 (5.68%) nginx
Cloud Services
1 30 (34.09%) G Suite
1 30 (34.09%) Office 365
2 26 (29.55%) Amazon AWS
3 14 (15.91%) GitHub
3 14 (15.91%) Microsoft Azure
4 4 (4.55%) Google Cloud Platform
5 1 (1.14%) Azure Data Factory
5 1 (1.14%) Power Platform
Communications & Networking
1 5 (5.68%) HTTP
Database & Business Intelligence
1 32 (36.36%) NoSQL
2 27 (30.68%) MongoDB
3 26 (29.55%) Apache Cassandra
4 19 (21.59%) Hadoop
5 18 (20.45%) Apache Hive
6 17 (19.32%) Big Data
7 13 (14.77%) HBase
7 13 (14.77%) MySQL
7 13 (14.77%) Riak
7 13 (14.77%) Sqoop
8 11 (12.50%) Spark SQL
9 7 (7.95%) Data Lake
10 2 (2.27%) Impala
11 1 (1.14%) Data Mining
11 1 (1.14%) Geospatial Data
11 1 (1.14%) HDInsight
11 1 (1.14%) Parquet
11 1 (1.14%) Power BI
11 1 (1.14%) Spotfire
11 1 (1.14%) SQL Server Integration Services
Development Applications
1 50 (56.82%) Jenkins
2 32 (36.36%) Cucumber
3 30 (34.09%) Appium
3 30 (34.09%) Atlassian Bamboo
3 30 (34.09%) Buildbot
3 30 (34.09%) Gatling
3 30 (34.09%) JMeter
3 30 (34.09%) NeoLoad
3 30 (34.09%) Ranorex
3 30 (34.09%) Selenium
3 30 (34.09%) SoapUI
3 30 (34.09%) WATIR
3 30 (34.09%) WebLOAD
4 16 (18.18%) WebDriver
5 10 (11.36%) Git (software)
6 5 (5.68%) JUnit
6 5 (5.68%) Mercurial
6 5 (5.68%) Subversion
7 2 (2.27%) CircleCI
7 2 (2.27%) Travis CI
General
1 31 (35.23%) Finance
2 30 (34.09%) Retail
3 1 (1.14%) Marketing
Job Titles
1 50 (56.82%) Developer
2 32 (36.36%) Software Developer
3 31 (35.23%) Java Developer
4 30 (34.09%) Developer in Test
5 21 (23.86%) Java Scala Developer
5 21 (23.86%) Scala Developer
6 18 (20.45%) Java Software Developer
7 17 (19.32%) Data Engineer
8 16 (18.18%) Big Data Engineer
8 16 (18.18%) C# Developer
8 16 (18.18%) C# Software Developer
8 16 (18.18%) Java Developer in Test
8 16 (18.18%) Python Developer
8 16 (18.18%) Ruby Developer
9 14 (15.91%) Lead Developer
9 14 (15.91%) Lead Software Developer
10 13 (14.77%) Software Engineer
11 9 (10.23%) Java Engineer
11 9 (10.23%) Java Software Engineer
11 9 (10.23%) Scala Software Engineer
Libraries, Frameworks & Software Standards
1 23 (26.14%) Kafka
2 21 (23.86%) Spring
3 19 (21.59%) Spring Boot
4 13 (14.77%) Node.js
4 13 (14.77%) RabbitMQ
5 11 (12.50%) AngularJS
5 11 (12.50%) React
5 11 (12.50%) Spark Streaming
6 7 (7.95%) .NET
7 6 (6.82%) Dropwizard
8 5 (5.68%) Backbone.js
8 5 (5.68%) CSS
8 5 (5.68%) CSS3
8 5 (5.68%) Ember.js
8 5 (5.68%) HTML
8 5 (5.68%) HTML5
8 5 (5.68%) KnockoutJS
8 5 (5.68%) Redux
8 5 (5.68%) REST
8 5 (5.68%) Vue.js
Miscellaneous
1 5 (5.68%) Algorithms
1 5 (5.68%) Data Structures
2 2 (2.27%) Greenfield Project
2 2 (2.27%) User Experience
3 1 (1.14%) Public Cloud
Operating Systems
1 13 (14.77%) Unix
2 1 (1.14%) Linux
Processes & Methodologies
1 75 (85.23%) Agile Software Development
2 49 (55.68%) TDD
3 48 (54.55%) Continuous Integration
4 45 (51.14%) Software Engineering
5 44 (50.00%) Mentoring
6 43 (48.86%) BDD
7 37 (42.05%) Test Automation
8 35 (39.77%) DevOps
8 35 (39.77%) Scrum
9 30 (34.09%) DSDM
9 30 (34.09%) Kanban
9 30 (34.09%) SDET
9 30 (34.09%) Software Testing
10 18 (20.45%) Analytics
10 18 (20.45%) Microservices
11 15 (17.05%) Data Engineering
12 14 (15.91%) ETL
12 14 (15.91%) Machine Learning
13 13 (14.77%) Coaching
14 12 (13.64%) Data Reconciliation
Programming Languages
1 80 (90.91%) Java
2 64 (72.73%) Python
3 38 (43.18%) PHP
4 35 (39.77%) C#
5 33 (37.50%) C
6 32 (36.36%) Ruby
7 30 (34.09%) C++
8 27 (30.68%) SQL
9 24 (27.27%) Kotlin
10 13 (14.77%) Java 8
11 11 (12.50%) JavaScript
12 7 (7.95%) Go
13 4 (4.55%) R
14 2 (2.27%) Bash Shell
14 2 (2.27%) Groovy
15 1 (1.14%) VBA
Qualifications
1 2 (2.27%) Security Cleared
2 1 (1.14%) Degree
2 1 (1.14%) PhD
Quality Assurance & Compliance
1 7 (7.95%) QA
System Software
1 26 (29.55%) Docker
2 15 (17.05%) HDFS
3 13 (14.77%) Apache Flume
Systems Management
1 26 (29.55%) Kubernetes
2 13 (14.77%) Oozie
2 13 (14.77%) Opscode Chef
3 2 (2.27%) Ansible
3 2 (2.27%) Puppet
3 2 (2.27%) Rancher
3 2 (2.27%) Terraform
Vendors
1 34 (38.64%) Google
2 13 (14.77%) Cloudera
2 13 (14.77%) Oracle
3 11 (12.50%) Hortonworks
4 3 (3.41%) Tableau
5 2 (2.27%) Dataiku