Period
to 21 May 2019

The following table provides summary statistics for permanent job vacancies advertised in the North East 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 21 May 2019 with a comparison to the same period in the previous 2 years.

Scala
England > North East
6 months to
21 May 2019
Same period 2018 Same period 2017
Rank 79 107 65
Rank change year-on-year +28 -42 +15
Permanent jobs citing Scala 28 16 45
As % of all permanent IT jobs advertised in the North East 2.17% 0.93% 3.61%
As % of the Programming Languages category 3.92% 1.73% 6.70%
Number of salaries quoted 26 8 43
North East median annual salary £49,337 £50,000 £45,000
Median salary % change year-on-year -1.33% +11.11% -10.00%
10th Percentile £40,000 £33,300 £37,500
90th Percentile £55,228 £71,500 £50,000
England median annual salary £72,500 £70,000 £65,000
% change year-on-year +3.57% +7.69% +4.00%

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 the North East with a requirement for coding skills.

All Programming Languages
North East
Permanent vacancies with a requirement for coding skills 714 924 672
As % of all permanent IT jobs advertised in the North East 55.39% 53.63% 53.85%
Number of salaries quoted 512 776 602
North East median annual salary £42,000 £41,500 £35,000
Median salary % change year-on-year +1.20% +18.57% -4.11%
10th Percentile £27,500 £26,250 £22,500
90th Percentile £60,000 £60,000 £48,675
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

Scala
Job Vacancy Trend in the North East

Job postings citing Scala as a percentage of all IT jobs advertised in the North East.

Job vacancy trend for Scala in the North East

Scala
Salary Trend in the North East

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

Salary trend for Scala in the North East

Scala
Salary Histogram in the North East

The salary distribution of IT jobs citing Scala in the North East over the 6 months to 21 May 2019.

Salary histogram for Scala in the North East

Scala
Job Locations in the North East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the North East region over the 6 months to 21 May 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
Tyne and Wear +32 28 £49,337 -1.33% 1
Scala
England

For the 6 months to 21 May 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 North East region with a requirement for Scala.

1 25 (89.29%) Java
2 20 (71.43%) Python
3 17 (60.71%) DevOps
4 13 (46.43%) Agile Software Development
5 12 (42.86%) Unix
5 12 (42.86%) Coaching
5 12 (42.86%) Big Data
6 11 (39.29%) Hortonworks
6 11 (39.29%) Cloudera
6 11 (39.29%) Apache Spark
6 11 (39.29%) Oozie
6 11 (39.29%) Spark SQL
6 11 (39.29%) Spark Streaming
6 11 (39.29%) Data Engineering
6 11 (39.29%) Mentoring
6 11 (39.29%) SQL
6 11 (39.29%) Oracle
6 11 (39.29%) Apache Hive
7 9 (32.14%) Data Analysis
7 9 (32.14%) ETL
7 9 (32.14%) MongoDB
7 9 (32.14%) Apache Cassandra
7 9 (32.14%) NoSQL
7 9 (32.14%) Hadoop
7 9 (32.14%) HBase
7 9 (32.14%) Machine Learning
7 9 (32.14%) Use Case
7 9 (32.14%) Data Integration
7 9 (32.14%) Data Reconciliation
7 9 (32.14%) HDFS

Scala
Co-occurring IT Skills in the North East 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 11 (39.29%) Apache Spark
Cloud Services
1 9 (32.14%) GitHub
2 3 (10.71%) Amazon AWS
2 3 (10.71%) Microsoft Azure
3 1 (3.57%) Amazon ElastiCache
3 1 (3.57%) Amazon S3
3 1 (3.57%) CloudFront
3 1 (3.57%) NuGet
3 1 (3.57%) Virtual Private Cloud
Communications & Networking
1 1 (3.57%) VPN
Database & Business Intelligence
1 12 (42.86%) Big Data
2 11 (39.29%) Apache Hive
2 11 (39.29%) Spark SQL
3 9 (32.14%) Apache Cassandra
3 9 (32.14%) Hadoop
3 9 (32.14%) HBase
3 9 (32.14%) MongoDB
3 9 (32.14%) NoSQL
3 9 (32.14%) Sqoop
4 1 (3.57%) Amazon RDS
4 1 (3.57%) Amazon Redshift
Development Applications
1 7 (25.00%) TeamCity
2 3 (10.71%) Cucumber
2 3 (10.71%) Jenkins
2 3 (10.71%) Selenium
3 2 (7.14%) Robot Framework
4 1 (3.57%) Git (software)
4 1 (3.57%) Gradle
4 1 (3.57%) Maven
4 1 (3.57%) MSBuild
4 1 (3.57%) Protractor
4 1 (3.57%) SpecFlow
Job Titles
1 11 (39.29%) Big Data Engineer
1 11 (39.29%) Data Engineer
2 10 (35.71%) Developer
3 9 (32.14%) Python Engineer
4 6 (21.43%) DevOps Engineer
5 3 (10.71%) Test Automation Engineer
5 3 (10.71%) Test Engineer
6 2 (7.14%) Big Data Developer
6 2 (7.14%) Software Developer
7 1 (3.57%) .NET Developer
7 1 (3.57%) C# Developer
7 1 (3.57%) DevOps Developer
7 1 (3.57%) Java Developer
7 1 (3.57%) JavaScript Developer
7 1 (3.57%) Lead Developer
7 1 (3.57%) Lead Software Developer
7 1 (3.57%) Scala Developer
7 1 (3.57%) Senior Big Data Developer
7 1 (3.57%) Senior Data Engineer
7 1 (3.57%) Senior Developer
Libraries, Frameworks & Software Standards
1 11 (39.29%) Spark Streaming
2 9 (32.14%) Kafka
3 7 (25.00%) .NET
4 5 (17.86%) Elastic Stack
5 4 (14.29%) ASP.NET
6 3 (10.71%) .NET Core
6 3 (10.71%) ASP.NET Core
7 2 (7.14%) AngularJS
7 2 (7.14%) React
8 1 (3.57%) Akka
8 1 (3.57%) Ember.js
8 1 (3.57%) Gherkin
8 1 (3.57%) HTML
8 1 (3.57%) Play Framework
8 1 (3.57%) Redux
8 1 (3.57%) Ruby on Rails
8 1 (3.57%) Spring Boot
8 1 (3.57%) Spring Cloud
8 1 (3.57%) Twitter Bootstrap
8 1 (3.57%) Vue.js
Operating Systems
1 12 (42.86%) Unix
2 4 (14.29%) Linux
3 2 (7.14%) Android
3 2 (7.14%) Apple iOS
4 1 (3.57%) Windows
Processes & Methodologies
1 17 (60.71%) DevOps
2 13 (46.43%) Agile Software Development
3 12 (42.86%) Coaching
4 11 (39.29%) Data Engineering
4 11 (39.29%) Mentoring
5 9 (32.14%) Analytics
5 9 (32.14%) Data Analysis
5 9 (32.14%) Data Integration
5 9 (32.14%) Data Reconciliation
5 9 (32.14%) Data Transformation
5 9 (32.14%) ETL
5 9 (32.14%) Machine Learning
5 9 (32.14%) Use Case
6 4 (14.29%) Software Engineering
7 3 (10.71%) Test Automation
8 2 (7.14%) Artificial Intelligence
8 2 (7.14%) Data Protection
8 2 (7.14%) Digital Transformation Programme
8 2 (7.14%) Microservices
9 1 (3.57%) Data Development
Programming Languages
1 25 (89.29%) Java
2 20 (71.43%) Python
3 11 (39.29%) SQL
4 5 (17.86%) C#
5 4 (14.29%) Ruby
6 2 (7.14%) JavaScript
7 1 (3.57%) Java 8
7 1 (3.57%) PowerShell
Quality Assurance & Compliance
1 1 (3.57%) GDPR
System Software
1 9 (32.14%) Apache Flume
1 9 (32.14%) HDFS
2 1 (3.57%) Docker
Systems Management
1 11 (39.29%) Oozie
2 5 (17.86%) Ansible
2 5 (17.86%) Terraform
3 1 (3.57%) Kubernetes
Vendors
1 11 (39.29%) Cloudera
1 11 (39.29%) Hortonworks
1 11 (39.29%) Oracle
2 1 (3.57%) Microsoft