Period
to 21 October 2018

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 21 October 2018 with a comparison to the same period in the previous 2 years.

Scala
England > East of England
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 221 282 295
Rank change year-on-year +61 +13 +42
Permanent jobs citing Scala 112 74 75
As % of all permanent IT jobs advertised in the East of England 1.07% 0.64% 0.57%
As % of the Programming Languages category 1.99% 1.10% 1.08%
Number of salaries quoted 83 46 68
East of England median annual salary £52,500 £55,000 £55,000
Median salary % change year-on-year -4.55% - +10.00%
10th Percentile £41,250 £37,500 £40,000
90th Percentile £75,000 £72,500 £72,500
England median annual salary £70,000 £67,500 £65,000
% change year-on-year +3.70% +3.85% +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 East of England with a requirement for coding skills.

All Programming Languages
East of England
Permanent vacancies with a requirement for coding skills 5,637 6,735 6,940
As % of all permanent IT jobs advertised in the East of England 53.63% 58.26% 52.64%
Number of salaries quoted 4,627 5,668 5,955
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £28,750 £29,000 £26,750
90th Percentile £70,000 £67,500 £65,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Scala
Job Vacancy Trend in the East of England

Job postings citing Scala as a percentage 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

This chart provides the 3-month moving average for salaries quoted in permanent IT 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

The salary distribution of IT jobs citing Scala in the East of England over the 6 months to 21 October 2018.

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 21 October 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
Hertfordshire +52 69 £56,250 -10.00% 7
Cambridgeshire +10 39 £45,000 -10.00% 2
Norfolk +14 4 £42,500 -15.00%
Scala
England

For the 6 months to 21 October 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 East of England region with a requirement for Scala.

1 104 (92.86%) Java
2 102 (91.07%) Agile Software Development
3 61 (54.46%) TDD
4 57 (50.89%) Amazon AWS
5 55 (49.11%) Akka
6 46 (41.07%) Docker
7 40 (35.71%) JavaScript
8 39 (34.82%) Spring
9 37 (33.04%) Apache Cassandra
9 37 (33.04%) NoSQL
10 33 (29.46%) Python
11 32 (28.57%) Microservices
12 31 (27.68%) Kubernetes
13 29 (25.89%) Machine Learning
14 27 (24.11%) Java 8
15 26 (23.21%) Problem-Solving
15 26 (23.21%) Web Services
16 24 (21.43%) OO
16 24 (21.43%) Haskell
17 23 (20.54%) RESTful
18 22 (19.64%) Games
18 22 (19.64%) Continuous Delivery
18 22 (19.64%) DevOps
19 21 (18.75%) AngularJS
20 19 (16.96%) E-Commerce
20 19 (16.96%) SQL
20 19 (16.96%) QA
20 19 (16.96%) Artificial Intelligence
20 19 (16.96%) Greenfield Project
21 18 (16.07%) Microsoft Azure

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 15 (13.39%) Apache Spark
2 6 (5.36%) OpenStack
3 1 (0.89%) Apache Pig
3 1 (0.89%) CMS
Business Applications
1 17 (15.18%) Payment Gateway
Cloud Services
1 57 (50.89%) Amazon AWS
2 18 (16.07%) Microsoft Azure
3 17 (15.18%) OpenShift
4 7 (6.25%) AWS Lambda
4 7 (6.25%) Serverless
5 6 (5.36%) Amazon EC2
5 6 (5.36%) GitHub
6 2 (1.79%) Amazon CloudWatch
7 1 (0.89%) Amazon SQS
7 1 (0.89%) Google Cloud Platform
Database & Business Intelligence
1 37 (33.04%) Apache Cassandra
1 37 (33.04%) NoSQL
2 16 (14.29%) Relational Database
3 12 (10.71%) Hadoop
4 11 (9.82%) Amazon RDS
5 10 (8.93%) Apache Hive
6 8 (7.14%) Sqoop
7 7 (6.25%) Amazon DynamoDB
8 6 (5.36%) Big Data
9 5 (4.46%) Data Warehouse
9 5 (4.46%) Power BI
9 5 (4.46%) SQL Server
10 4 (3.57%) Amazon Redshift
11 1 (0.89%) Data Lake
11 1 (0.89%) SQL Server Analysis Services
11 1 (0.89%) SQL Server Integration Services
11 1 (0.89%) SQL Server Reporting Services
Development Applications
1 12 (10.71%) Jenkins
2 9 (8.04%) Maven
3 7 (6.25%) Git (software)
4 6 (5.36%) Sonatype Nexus
4 6 (5.36%) Vagrant
5 5 (4.46%) Atlassian Bamboo
5 5 (4.46%) GitLab
5 5 (4.46%) Xcode
6 4 (3.57%) Cucumber
6 4 (3.57%) Gradle
7 1 (0.89%) Mercurial
General
1 22 (19.64%) Games
2 18 (16.07%) Finance
3 10 (8.93%) Retail
4 6 (5.36%) Manufacturing
5 1 (0.89%) Legal
Job Titles
1 74 (66.07%) Developer
2 54 (48.21%) Java Developer
3 21 (18.75%) Senior Developer
4 19 (16.96%) Software Engineer
5 18 (16.07%) Java Scala Developer
5 18 (16.07%) Scala Developer
6 16 (14.29%) Principal Developer
7 15 (13.39%) Java Software Developer
7 15 (13.39%) Senior Java Developer
7 15 (13.39%) Software Developer
8 14 (12.50%) AWS Developer
9 13 (11.61%) Team Leader
10 12 (10.71%) Development Team Leader
11 11 (9.82%) Java Engineer
12 10 (8.93%) Hadoop Developer
13 9 (8.04%) Java Development Team Leader
13 9 (8.04%) Java Programmer
13 9 (8.04%) Java Team Leader
13 9 (8.04%) Programmer
14 8 (7.14%) Principal Java Developer
Libraries, Frameworks & Software Standards
1 55 (49.11%) Akka
2 39 (34.82%) Spring
3 26 (23.21%) Web Services
4 23 (20.54%) RESTful
5 21 (18.75%) AngularJS
6 12 (10.71%) Spring Boot
7 11 (9.82%) Play Framework
8 9 (8.04%) Kafka
9 8 (7.14%) .NET
9 8 (7.14%) REST
10 7 (6.25%) Node.js
11 5 (4.46%) iOS SDK
12 4 (3.57%) .NET Framework
12 4 (3.57%) React
13 3 (2.68%) Apache Flex
13 3 (2.68%) ASP.NET
13 3 (2.68%) ASP.NET MVC
14 2 (1.79%) LAMP
15 1 (0.89%) JSON
15 1 (0.89%) SOAP
Miscellaneous
1 19 (16.96%) Greenfield Project
2 11 (9.82%) Hybrid Cloud
2 11 (9.82%) Public Cloud
3 10 (8.93%) Computer Science
4 8 (7.14%) Robotics
5 7 (6.25%) Private Cloud
6 5 (4.46%) Algorithms
6 5 (4.46%) Analytical Skills
7 4 (3.57%) Distributed Denial-of-Service
7 4 (3.57%) Online Games
8 2 (1.79%) Fintech
9 1 (0.89%) Analytical Mindset
9 1 (0.89%) Cloud Native
9 1 (0.89%) Data Structures
9 1 (0.89%) Mobile App
9 1 (0.89%) Renewable Energy
Operating Systems
1 9 (8.04%) Apple iOS
2 4 (3.57%) Android
3 2 (1.79%) Linux
4 1 (0.89%) CoreOS
4 1 (0.89%) Windows
Processes & Methodologies
1 102 (91.07%) Agile Software Development
2 61 (54.46%) TDD
3 32 (28.57%) Microservices
4 29 (25.89%) Machine Learning
5 26 (23.21%) Problem-Solving
6 24 (21.43%) OO
7 22 (19.64%) Continuous Delivery
7 22 (19.64%) DevOps
8 19 (16.96%) Artificial Intelligence
8 19 (16.96%) E-Commerce
9 15 (13.39%) Integration Testing
10 14 (12.50%) Analytics
10 14 (12.50%) Data Science
10 14 (12.50%) Software Architecture
10 14 (12.50%) Software Engineering
11 11 (9.82%) Mentoring
12 10 (8.93%) API Design
12 10 (8.93%) Coaching
12 10 (8.93%) ETL
12 10 (8.93%) High Availability
Programming Languages
1 104 (92.86%) Java
2 40 (35.71%) JavaScript
3 33 (29.46%) Python
4 27 (24.11%) Java 8
5 24 (21.43%) Haskell
6 19 (16.96%) SQL
7 16 (14.29%) C++
8 13 (11.61%) C#
9 11 (9.82%) Bash Shell
10 9 (8.04%) R
11 7 (6.25%) Ruby
12 6 (5.36%) C
13 5 (4.46%) Apple Swift
13 5 (4.46%) Objective-C
14 3 (2.68%) Go
14 3 (2.68%) Kotlin
15 2 (1.79%) PHP
16 1 (0.89%) Groovy
16 1 (0.89%) Java 9
Qualifications
1 10 (8.93%) Degree
2 3 (2.68%) Computer Science Degree
3 2 (1.79%) Numerate Degree
4 1 (0.89%) Master's Degree
4 1 (0.89%) PhD
Quality Assurance & Compliance
1 19 (16.96%) QA
2 4 (3.57%) PCI DSS
3 1 (0.89%) Data Quality
System Software
1 46 (41.07%) Docker
2 9 (8.04%) HDFS
Systems Management
1 31 (27.68%) Kubernetes
2 15 (13.39%) Ansible
3 11 (9.82%) Terraform
4 8 (7.14%) Oozie
5 4 (3.57%) Puppet
6 2 (1.79%) Nagios
7 1 (0.89%) Opscode Chef
7 1 (0.89%) Salt
Vendors
1 17 (15.18%) WorldPay
2 8 (7.14%) CA
2 8 (7.14%) Hortonworks
3 5 (4.46%) Apple
4 4 (3.57%) Tableau
5 2 (1.79%) AppDynamics
5 2 (1.79%) Oracle
5 2 (1.79%) Qualys
5 2 (1.79%) Splunk
6 1 (0.89%) Google