Period
to 19 July 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 19 July 2018 with a comparison to the same period in the previous 2 years.

Scala
England > East of England
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 224 296 291
Rank change year-on-year +72 -5 +60
Permanent jobs citing Scala 139 71 92
As % of all permanent IT jobs advertised in the East of England 1.15% 0.57% 0.65%
As % of the Programming Languages category 2.06% 1.02% 1.29%
Number of salaries quoted 98 49 67
East of England median annual salary £57,500 £55,000 £60,000
Median salary % change year-on-year +4.55% -8.33% +14.29%
10th Percentile £39,625 £37,500 £33,250
90th Percentile £72,500 £82,500 £67,500
England median annual salary £70,000 £67,500 £64,500
% change year-on-year +3.70% +4.65% +7.50%

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 6,758 6,986 7,118
As % of all permanent IT jobs advertised in the East of England 56.06% 55.97% 50.11%
Number of salaries quoted 5,434 5,805 6,113
East of England median annual salary £47,500 £45,000 £43,000
Median salary % change year-on-year +5.56% +4.65% +1.18%
10th Percentile £28,500 £27,850 £27,000
90th Percentile £70,000 £65,000 £65,000
England median annual salary £50,000 £47,500 £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 19 July 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 19 July 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 +64 85 £62,500 +13.64% 5
Cambridgeshire -6 51 £45,000 -16.67% 1
Norfolk +13 2 £42,500 -22.73% 2
Suffolk -1 1 £70,000 +27.27%
Scala
England

For the 6 months to 19 July 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.

1 132 (94.96%) Java
2 126 (90.65%) Agile Software Development
3 85 (61.15%) Akka
4 71 (51.08%) TDD
5 69 (49.64%) Docker
6 66 (47.48%) Amazon AWS
7 65 (46.76%) NoSQL
8 61 (43.88%) Apache Cassandra
9 60 (43.17%) Spring
10 54 (38.85%) Microservices
11 52 (37.41%) Web Services
12 49 (35.25%) AngularJS
13 45 (32.37%) JavaScript
14 44 (31.65%) Python
15 43 (30.94%) RESTful
16 41 (29.50%) Games
16 41 (29.50%) Continuous Delivery
17 40 (28.78%) DevOps
18 37 (26.62%) E-Commerce
19 36 (25.90%) Machine Learning
20 35 (25.18%) Jenkins
20 35 (25.18%) Finance
21 33 (23.74%) SQL
21 33 (23.74%) Software Engineering
21 33 (23.74%) OpenShift
21 33 (23.74%) WorldPay
22 31 (22.30%) Payment Gateway
22 31 (22.30%) Greenfield Project
23 30 (21.58%) Problem-Solving
23 30 (21.58%) Kubernetes

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 12 (8.63%) Apache Spark
2 7 (5.04%) OpenStack
3 2 (1.44%) Apache Pig
4 1 (0.72%) CMS
4 1 (0.72%) Confluence
Business Applications
1 31 (22.30%) Payment Gateway
Cloud Services
1 66 (47.48%) Amazon AWS
2 33 (23.74%) OpenShift
3 26 (18.71%) GitHub
4 17 (12.23%) Microsoft Azure
5 6 (4.32%) Amazon CloudWatch
6 3 (2.16%) Google Cloud Platform
7 1 (0.72%) Amazon SQS
7 1 (0.72%) AWS Lambda
7 1 (0.72%) Serverless
Database & Business Intelligence
1 65 (46.76%) NoSQL
2 61 (43.88%) Apache Cassandra
3 11 (7.91%) Relational Database
4 8 (5.76%) Big Data
5 7 (5.04%) Amazon RDS
6 6 (4.32%) Amazon Redshift
6 6 (4.32%) Data Warehouse
6 6 (4.32%) Power BI
6 6 (4.32%) SQL Server
7 5 (3.60%) Apache Hive
7 5 (3.60%) Hadoop
8 3 (2.16%) Sqoop
9 2 (1.44%) Amazon DynamoDB
10 1 (0.72%) MongoDB
10 1 (0.72%) Neo4j
Development Applications
1 35 (25.18%) Jenkins
2 26 (18.71%) Sonatype Nexus
3 20 (14.39%) Cucumber
4 17 (12.23%) Maven
5 11 (7.91%) Git (software)
6 8 (5.76%) Atlassian Bamboo
6 8 (5.76%) GitLab
6 8 (5.76%) Gradle
6 8 (5.76%) Xcode
7 7 (5.04%) Vagrant
8 1 (0.72%) JIRA
8 1 (0.72%) Mercurial
General
1 41 (29.50%) Games
2 35 (25.18%) Finance
3 9 (6.47%) Retail
4 7 (5.04%) Manufacturing
Job Titles
1 94 (67.63%) Developer
2 76 (54.68%) Java Developer
3 39 (28.06%) Scala Developer
4 38 (27.34%) Java Scala Developer
4 38 (27.34%) Senior Developer
5 31 (22.30%) Senior Java Developer
6 25 (17.99%) Team Leader
7 21 (15.11%) Senior Scala Developer
8 20 (14.39%) Development Team Leader
8 20 (14.39%) Senior Java Scala Developer
9 16 (11.51%) Java Development Team Leader
9 16 (11.51%) Java Team Leader
9 16 (11.51%) Software Developer
10 15 (10.79%) Java Engineer
10 15 (10.79%) Java Software Developer
11 14 (10.07%) Java Programmer
11 14 (10.07%) Programmer
12 13 (9.35%) Software Engineer
13 10 (7.19%) AWS Developer
13 10 (7.19%) Principal Developer
Libraries, Frameworks & Software Standards
1 85 (61.15%) Akka
2 60 (43.17%) Spring
3 52 (37.41%) Web Services
4 49 (35.25%) AngularJS
5 43 (30.94%) RESTful
6 21 (15.11%) .NET
7 20 (14.39%) .NET Framework
8 14 (10.07%) REST
9 10 (7.19%) Spring Boot
10 9 (6.47%) Play Framework
11 8 (5.76%) iOS SDK
12 7 (5.04%) Node.js
13 6 (4.32%) LAMP
14 3 (2.16%) Kafka
15 2 (1.44%) MLlib
15 2 (1.44%) Natural Language Processing
16 1 (0.72%) Ajax
16 1 (0.72%) Apache Camel
16 1 (0.72%) OSGi
16 1 (0.72%) RabbitMQ
Miscellaneous
1 31 (22.30%) Greenfield Project
2 27 (19.42%) Private Cloud
3 20 (14.39%) Distributed Denial-of-Service
3 20 (14.39%) Fintech
3 20 (14.39%) Online Games
4 15 (10.79%) Computer Science
5 13 (9.35%) Public Cloud
6 7 (5.04%) Analytical Skills
6 7 (5.04%) Hybrid Cloud
7 6 (4.32%) Algorithms
8 5 (3.60%) Mobile App
9 3 (2.16%) Robotics
10 1 (0.72%) Analytical Mindset
10 1 (0.72%) Cloud Native
10 1 (0.72%) Data Structures
10 1 (0.72%) DataPower
10 1 (0.72%) Renewable Energy
Operating Systems
1 28 (20.14%) Apple iOS
2 22 (15.83%) Android
3 3 (2.16%) Windows
4 2 (1.44%) CoreOS
4 2 (1.44%) Linux
4 2 (1.44%) Windows 8
Processes & Methodologies
1 126 (90.65%) Agile Software Development
2 71 (51.08%) TDD
3 54 (38.85%) Microservices
4 41 (29.50%) Continuous Delivery
5 40 (28.78%) DevOps
6 37 (26.62%) E-Commerce
7 36 (25.90%) Machine Learning
8 33 (23.74%) Software Engineering
9 30 (21.58%) Problem-Solving
10 28 (20.14%) Artificial Intelligence
11 27 (19.42%) Continuous Integration
11 27 (19.42%) Integration Testing
11 27 (19.42%) Software Architecture
12 21 (15.11%) OO
13 20 (14.39%) Cryptography
13 20 (14.39%) DDoS Mitigation
13 20 (14.39%) ERD
13 20 (14.39%) Wireframes
14 19 (13.67%) Mentoring
15 18 (12.95%) Coaching
Programming Languages
1 132 (94.96%) Java
2 45 (32.37%) JavaScript
3 44 (31.65%) Python
4 33 (23.74%) SQL
5 29 (20.86%) Java 8
6 27 (19.42%) Ruby
7 22 (15.83%) Haskell
8 12 (8.63%) C#
8 12 (8.63%) C++
9 8 (5.76%) Objective-C
10 6 (4.32%) Apple Swift
10 6 (4.32%) PHP
11 4 (2.88%) Bash Shell
11 4 (2.88%) Kotlin
11 4 (2.88%) R
12 3 (2.16%) Java 9
13 2 (1.44%) Groovy
14 1 (0.72%) Clojure
14 1 (0.72%) F#
Qualifications
1 17 (12.23%) Degree
2 4 (2.88%) Computer Science Degree
3 2 (1.44%) Numerate Degree
3 2 (1.44%) PhD
4 1 (0.72%) Master's Degree
Quality Assurance & Compliance
1 20 (14.39%) PCI DSS
2 13 (9.35%) QA
3 3 (2.16%) GCP
System Software
1 69 (49.64%) Docker
2 3 (2.16%) HDFS
Systems Management
1 30 (21.58%) Kubernetes
2 15 (10.79%) Ansible
3 8 (5.76%) Puppet
4 7 (5.04%) Terraform
5 6 (4.32%) Nagios
6 3 (2.16%) Oozie
7 1 (0.72%) Opscode Chef
7 1 (0.72%) Salt
Vendors
1 33 (23.74%) WorldPay
2 6 (4.32%) AppDynamics
2 6 (4.32%) Apple
2 6 (4.32%) Oracle
2 6 (4.32%) Qualys
2 6 (4.32%) Splunk
2 6 (4.32%) Tableau
3 3 (2.16%) CA
3 3 (2.16%) Hortonworks
4 2 (1.44%) Google