Period
to 22 October 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 22 October 2019 with a comparison to the same period in the previous 2 years.

Scala
Yorkshire > West Yorkshire
6 months to
22 Oct 2019
Same period 2018 Same period 2017
Rank 151 172 208
Rank change year-on-year +21 +36 -10
Permanent jobs citing Scala 55 56 49
As % of all permanent IT jobs advertised in West Yorkshire 1.32% 1.02% 0.75%
As % of the Programming Languages category 2.58% 1.95% 1.48%
Number of salaries quoted 43 40 41
West Yorkshire median annual salary £60,000 £50,000 £52,500
Median salary % change year-on-year +20.00% -4.76% -
10th Percentile £40,250 £34,375 £38,750
90th Percentile £90,000 £58,000 £63,250
Yorkshire median annual salary £60,000 £50,000 £55,000
% change year-on-year +20.00% -9.09% +4.76%

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 2,135 2,874 3,316
As % of all permanent IT jobs advertised in West Yorkshire 51.06% 52.55% 50.75%
Number of salaries quoted 1,859 2,416 2,883
West Yorkshire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £28,750 £29,450 £27,500
90th Percentile £64,750 £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 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 22 October 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 22 October 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 +14 48 £60,000 +20.00% 8
Bradford - 4 £58,750 - 2
Scala
Yorkshire

For the 6 months to 22 October 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 51 (92.73%) Python
2 38 (69.09%) Java
3 32 (58.18%) Agile Software Development
4 28 (50.91%) SQL
5 26 (47.27%) Apache Spark
6 24 (43.64%) Mentoring
7 23 (41.82%) C#
7 23 (41.82%) Hadoop
8 22 (40.00%) Big Data
9 21 (38.18%) Analytics
10 19 (34.55%) Data Engineering
11 18 (32.73%) AWS
11 18 (32.73%) Software Engineering
11 18 (32.73%) C
12 17 (30.91%) PHP
12 17 (30.91%) Ruby
12 17 (30.91%) Apache Hive
13 16 (29.09%) BDD
13 16 (29.09%) Git (software)
13 16 (29.09%) Test Automation
13 16 (29.09%) Finance
13 16 (29.09%) Jenkins
13 16 (29.09%) HDFS
14 15 (27.27%) Kafka
14 15 (27.27%) TDD
14 15 (27.27%) ETL
14 15 (27.27%) Google
14 15 (27.27%) NoSQL
15 14 (25.45%) Cucumber
15 14 (25.45%) Software Testing

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 26 (47.27%) Apache Spark
2 5 (9.09%) Apache
3 3 (5.45%) Elasticsearch
3 3 (5.45%) nginx
4 1 (1.82%) Confluence
4 1 (1.82%) WebLogic Portal
Cloud Services
1 18 (32.73%) AWS
2 11 (20.00%) G Suite
2 11 (20.00%) Office 365
3 10 (18.18%) Azure
4 7 (12.73%) GitHub
5 5 (9.09%) Amazon EMR
6 4 (7.27%) GCP
7 3 (5.45%) Amazon S3
7 3 (5.45%) AWS CloudFormation
7 3 (5.45%) Google Sheets
8 2 (3.64%) Azure Data Factory
8 2 (3.64%) Slack
9 1 (1.82%) Amazon EC2
9 1 (1.82%) Amazon Kinesis
9 1 (1.82%) Amazon SageMaker
Database & Business Intelligence
1 23 (41.82%) Hadoop
2 22 (40.00%) Big Data
3 17 (30.91%) Apache Hive
4 15 (27.27%) NoSQL
5 9 (16.36%) Apache Cassandra
5 9 (16.36%) HBase
5 9 (16.36%) Sqoop
6 8 (14.55%) Impala
6 8 (14.55%) MongoDB
7 3 (5.45%) BigQuery
7 3 (5.45%) Data Lake
7 3 (5.45%) PowerCenter
8 2 (3.64%) Geospatial Data
8 2 (3.64%) HDInsight
9 1 (1.82%) Amazon Athena
9 1 (1.82%) Amazon Aurora
9 1 (1.82%) Amazon RDS
9 1 (1.82%) Parquet
9 1 (1.82%) Pentaho
9 1 (1.82%) SQL Server Integration Services
Development Applications
1 16 (29.09%) Git (software)
1 16 (29.09%) Jenkins
2 14 (25.45%) Appium
2 14 (25.45%) Cucumber
2 14 (25.45%) Selenium
3 11 (20.00%) Atlassian Bamboo
3 11 (20.00%) Buildbot
3 11 (20.00%) Gatling
3 11 (20.00%) JMeter
3 11 (20.00%) NeoLoad
3 11 (20.00%) Ranorex
3 11 (20.00%) SoapUI
3 11 (20.00%) WATIR
3 11 (20.00%) WebLOAD
4 6 (10.91%) GitLab
5 4 (7.27%) WebDriver
6 3 (5.45%) Mercurial
6 3 (5.45%) Subversion
7 1 (1.82%) JIRA
7 1 (1.82%) Maven
General
1 16 (29.09%) Finance
2 10 (18.18%) Retail
3 3 (5.45%) Games
3 3 (5.45%) Manufacturing
4 2 (3.64%) Advertising
Job Titles
1 19 (34.55%) Data Engineer
2 16 (29.09%) Big Data Engineer
3 15 (27.27%) Developer
4 11 (20.00%) Software Developer
5 10 (18.18%) Developer in Test
6 7 (12.73%) Senior Data Engineer
7 6 (10.91%) Analyst
7 6 (10.91%) Architect
7 6 (10.91%) Lead Developer
7 6 (10.91%) Lead Software Developer
7 6 (10.91%) Software Engineer
8 5 (9.09%) Principal Engineer
9 4 (7.27%) C# Developer
9 4 (7.27%) Cloud Architect
9 4 (7.27%) Java Developer
9 4 (7.27%) Java Developer in Test
9 4 (7.27%) Java Scala Developer
9 4 (7.27%) Lead Cloud Architect
9 4 (7.27%) Python Developer
9 4 (7.27%) Scala Developer
Libraries, Frameworks & Software Standards
1 15 (27.27%) Kafka
2 11 (20.00%) .NET
3 4 (7.27%) AngularJS
3 4 (7.27%) ASP.NET
4 3 (5.45%) Backbone.js
4 3 (5.45%) CSS
4 3 (5.45%) CSS3
4 3 (5.45%) Ember.js
4 3 (5.45%) HTML
4 3 (5.45%) HTML5
4 3 (5.45%) KnockoutJS
4 3 (5.45%) Node.js
4 3 (5.45%) React
4 3 (5.45%) Redux
4 3 (5.45%) REST
4 3 (5.45%) Vue.js
4 3 (5.45%) Web Services
5 2 (3.64%) Sass
5 2 (3.64%) Spring Boot
6 1 (1.82%) .NET Core
Miscellaneous
1 6 (10.91%) Algorithms
1 6 (10.91%) Analytical Skills
2 3 (5.45%) Data Structures
2 3 (5.45%) Derivative
2 3 (5.45%) Mainframe
2 3 (5.45%) Management Information System
3 2 (3.64%) Public Cloud
4 1 (1.82%) Blog
4 1 (1.82%) Greenfield Project
4 1 (1.82%) PMI
Operating Systems
1 6 (10.91%) Unix
2 1 (1.82%) Linux
Processes & Methodologies
1 32 (58.18%) Agile Software Development
2 24 (43.64%) Mentoring
3 21 (38.18%) Analytics
4 19 (34.55%) Data Engineering
5 18 (32.73%) Software Engineering
6 16 (29.09%) BDD
6 16 (29.09%) Test Automation
7 15 (27.27%) ETL
7 15 (27.27%) TDD
8 14 (25.45%) Software Testing
9 13 (23.64%) DevOps
10 12 (21.82%) Data Science
10 12 (21.82%) Visualisation
11 11 (20.00%) Coaching
11 11 (20.00%) Continuous Integration
11 11 (20.00%) DSDM
11 11 (20.00%) Kanban
11 11 (20.00%) Machine Learning
11 11 (20.00%) Scrum
12 10 (18.18%) SDET
Programming Languages
1 51 (92.73%) Python
2 38 (69.09%) Java
3 28 (50.91%) SQL
4 23 (41.82%) C#
5 18 (32.73%) C
6 17 (30.91%) PHP
6 17 (30.91%) Ruby
7 11 (20.00%) C++
7 11 (20.00%) JavaScript
8 6 (10.91%) R
9 5 (9.09%) Kotlin
10 4 (7.27%) Groovy
11 3 (5.45%) MATLAB
11 3 (5.45%) PL/SQL
12 2 (3.64%) Java 8
13 1 (1.82%) Go
13 1 (1.82%) T-SQL
Qualifications
1 1 (1.82%) AWS Certification
1 1 (1.82%) Degree
1 1 (1.82%) PMI Certification
1 1 (1.82%) Security Cleared
Quality Assurance & Compliance
1 3 (5.45%) Actionable Recommendations
2 2 (3.64%) QA
3 1 (1.82%) Data Quality
System Software
1 16 (29.09%) HDFS
2 7 (12.73%) Docker
3 6 (10.91%) Apache Flume
Systems Management
1 6 (10.91%) Oozie
2 5 (9.09%) Kubernetes
3 3 (5.45%) Terraform
Vendors
1 15 (27.27%) Google
2 9 (16.36%) Cloudera
2 9 (16.36%) Oracle
3 4 (7.27%) Tableau
4 3 (5.45%) Informatica
5 1 (1.82%) BEA
5 1 (1.82%) Dataiku