Period
to 5 August 2020

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 5 August 2020 with a comparison to the same period in the previous 2 years.

Scala
England > East of England
6 months to
5 Aug 2020
Same period 2019 Same period 2018
Rank 138 211 220
Rank change year-on-year +73 +9 +80
Permanent jobs citing Scala 29 61 136
As % of all permanent jobs advertised in the East of England 0.98% 0.84% 1.16%
As % of the Programming Languages category 1.86% 1.66% 2.10%
Number of salaries quoted 28 68 98
Median annual salary £70,000 £67,500 £57,500
Median salary % change year-on-year +3.70% +17.39% +8.49%
10th Percentile £55,125 £41,000 £41,100
90th Percentile £87,375 £78,250 £72,500
England median annual salary £75,000 £72,500 £70,000
% change year-on-year +3.45% +3.57% +3.70%

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 East of England with a requirement for coding skills.

All Programming Languages
East of England
Permanent vacancies with a requirement for coding skills 1,555 3,675 6,479
As % of all permanent IT jobs advertised in the East of England 52.50% 50.46% 55.49%
Number of salaries quoted 1,190 2,819 5,194
Median annual salary £47,500 £50,000 £47,500
Median salary % change year-on-year -5.00% +5.26% +5.56%
10th Percentile £31,250 £31,250 £28,500
90th Percentile £77,500 £70,000 £70,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Scala
Job Vacancy Trend in the East of England

Job postings citing Scala as a proportion of all IT jobs advertised in the East of England.

Job vacancy trend for Scala in the East of England

Scala
Salary Trend in the East of England

3-month moving average salary quoted in jobs citing Scala in the East of England.

Salary trend for Scala in the East of England

Scala
Salary Histogram in the East of England

Salary distribution for jobs citing Scala in the East of England over the 6 months to 5 August 2020.

Salary histogram for Scala in the East of England

Scala
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the East of England region over the 6 months to 5 August 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
Cambridgeshire +73 20 £70,000 +21.74%
Hertfordshire +46 8 £75,000 +11.11% 5
Norfolk - 1 £45,000 -
Scala
England

For the 6 months to 5 August 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 East of England region with a requirement for Scala.

1 24 (82.76%) SQL
1 24 (82.76%) NoSQL
2 22 (75.86%) C++
3 21 (72.41%) Python
4 18 (62.07%) Analytics
4 18 (62.07%) Data Science
5 17 (58.62%) Apache Cassandra
5 17 (58.62%) Apache Spark
5 17 (58.62%) Degree
6 16 (55.17%) Statistics
6 16 (55.17%) Computer Science
6 16 (55.17%) Workflow Management
6 16 (55.17%) SQL Server
6 16 (55.17%) Java
6 16 (55.17%) Workflow
6 16 (55.17%) PostgreSQL
6 16 (55.17%) Data Structures
6 16 (55.17%) Visualisation
6 16 (55.17%) Data Visualisation
7 15 (51.72%) Machine Learning
8 13 (44.83%) MongoDB
9 12 (41.38%) Microservices
10 11 (37.93%) DevOps
10 11 (37.93%) Big Data
10 11 (37.93%) AWS
11 10 (34.48%) Data Integration
11 10 (34.48%) Hadoop
11 10 (34.48%) SQL Server Reporting Services
11 10 (34.48%) SQL Server Integration Services
11 10 (34.48%) Informatics

Scala
Co-occurring IT Skills in the East of England 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 (58.62%) Apache Spark
2 10 (34.48%) Apache Airflow
2 10 (34.48%) Luigi
3 7 (24.14%) Apache
4 6 (20.69%) Elasticsearch
Cloud Services
1 11 (37.93%) AWS
2 10 (34.48%) Amazon EC2
2 10 (34.48%) Amazon EMR
2 10 (34.48%) Azure
2 10 (34.48%) Logic Apps
3 5 (17.24%) Power Platform
4 3 (10.34%) Serverless
5 1 (3.45%) SaaS
Communications & Networking
1 1 (3.45%) Skype
Database & Business Intelligence
1 24 (82.76%) NoSQL
2 17 (58.62%) Apache Cassandra
3 16 (55.17%) PostgreSQL
3 16 (55.17%) SQL Server
4 13 (44.83%) MongoDB
5 11 (37.93%) Big Data
6 10 (34.48%) Amazon RDS
6 10 (34.48%) Amazon Redshift
6 10 (34.48%) Azkaban
6 10 (34.48%) Data Warehouse
6 10 (34.48%) Hadoop
6 10 (34.48%) Relational Database
6 10 (34.48%) SQL Server Integration Services
6 10 (34.48%) SQL Server Reporting Services
7 6 (20.69%) Apache Ignite
7 6 (20.69%) CouchDB
7 6 (20.69%) Flink
7 6 (20.69%) OLAP
7 6 (20.69%) Redis
8 5 (17.24%) Power BI
Development Applications
1 7 (24.14%) Jenkins
2 6 (20.69%) Atlassian Bamboo
2 6 (20.69%) CircleCI
2 6 (20.69%) GitLab
2 6 (20.69%) TeamCity
2 6 (20.69%) Travis CI
General
1 2 (6.90%) Law
2 1 (3.45%) Legal
Job Titles
1 13 (44.83%) Developer
2 12 (41.38%) Data Engineer
3 6 (20.69%) Principal Engineer
3 6 (20.69%) Senior Developer
4 5 (17.24%) Business Developer
4 5 (17.24%) Business Intelligence Developer
4 5 (17.24%) Power BI Developer
4 5 (17.24%) Senior Business Intelligence Developer
4 5 (17.24%) Senior Data Engineer
5 1 (3.45%) Clojure Developer
5 1 (3.45%) Data Scientist
5 1 (3.45%) F# Developer
5 1 (3.45%) Full Stack Developer
5 1 (3.45%) Haskell Developer
5 1 (3.45%) Programmer
5 1 (3.45%) Scala Developer
5 1 (3.45%) Senior Programmer
5 1 (3.45%) Senior Verification Engineer
5 1 (3.45%) Software Engineer
5 1 (3.45%) Verification Engineer
Libraries, Frameworks & Software Standards
1 10 (34.48%) Kafka
1 10 (34.48%) Spark Streaming
2 6 (20.69%) D3.js
3 2 (6.90%) .NET
4 1 (3.45%) AngularJS
4 1 (3.45%) Apache Flex
4 1 (3.45%) ASP.NET
4 1 (3.45%) ASP.NET MVC
4 1 (3.45%) CSS
4 1 (3.45%) Django
4 1 (3.45%) Flask
4 1 (3.45%) HTML
4 1 (3.45%) HTML5
4 1 (3.45%) jQuery
4 1 (3.45%) React
4 1 (3.45%) Spring
4 1 (3.45%) Twitter Bootstrap
Miscellaneous
1 16 (55.17%) Data Structures
2 10 (34.48%) Data Centre
2 10 (34.48%) Management Information System
3 7 (24.14%) Analytical Skills
4 6 (20.69%) Algorithms
4 6 (20.69%) Self-Motivation
5 2 (6.90%) Smartphone
6 1 (3.45%) Greenfield Project
6 1 (3.45%) Mobile App
Operating Systems
1 7 (24.14%) Linux
Processes & Methodologies
1 18 (62.07%) Analytics
1 18 (62.07%) Data Science
2 16 (55.17%) Computer Science
2 16 (55.17%) Data Visualisation
2 16 (55.17%) Statistics
2 16 (55.17%) Visualisation
2 16 (55.17%) Workflow
2 16 (55.17%) Workflow Management
3 15 (51.72%) Machine Learning
4 12 (41.38%) Microservices
5 11 (37.93%) DevOps
6 10 (34.48%) Data Integration
6 10 (34.48%) Data Munging
6 10 (34.48%) Data Transformation
6 10 (34.48%) Informatics
6 10 (34.48%) OO
6 10 (34.48%) Performance Metrics
6 10 (34.48%) Process Improvement
6 10 (34.48%) Root Cause Analysis
6 10 (34.48%) Workload Management
Programming Languages
1 24 (82.76%) SQL
2 22 (75.86%) C++
3 21 (72.41%) Python
4 16 (55.17%) Java
5 10 (34.48%) Go
6 7 (24.14%) Clojure
6 7 (24.14%) F#
6 7 (24.14%) Haskell
6 7 (24.14%) Rust
7 6 (20.69%) C#
8 4 (13.79%) Elixir
9 3 (10.34%) Erlang
9 3 (10.34%) Kotlin
9 3 (10.34%) OCaml
10 2 (6.90%) C
10 2 (6.90%) JavaScript
10 2 (6.90%) R
11 1 (3.45%) PHP
Qualifications
1 17 (58.62%) Degree
2 10 (34.48%) Computer Science Degree
3 1 (3.45%) PhD
System Software
1 7 (24.14%) Docker
Systems Management
1 7 (24.14%) Kubernetes
2 6 (20.69%) Ansible
2 6 (20.69%) Opscode Chef
2 6 (20.69%) Puppet
Vendors
1 10 (34.48%) Microsoft
2 6 (20.69%) Tableau