Period
to 20 April 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 20 April 2018 with a comparison to the same period in the previous 2 years.

Scala
England > East of England
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 215 306 293
Rank change year-on-year +91 -13 +58
Permanent jobs citing Scala 162 63 97
As % of all permanent IT jobs advertised in the East of England 1.25% 0.51% 0.67%
As % of the Programming Languages category 2.18% 0.92% 1.35%
Number of salaries quoted 109 59 72
East of England median annual salary £57,500 £60,000 £60,000
Median salary % change year-on-year -4.17% - +14.29%
10th Percentile £38,500 £47,500 £35,000
90th Percentile £72,500 £82,500 £67,500
England median annual salary £70,000 £65,000 £60,000
% change year-on-year +7.69% +8.33% -

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 7,419 6,878 7,163
As % of all permanent IT jobs advertised in the East of England 57.47% 55.49% 49.30%
Number of salaries quoted 5,965 5,778 6,093
East of England median annual salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88% -
10th Percentile £29,750 £27,500 £26,250
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 20 April 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 20 April 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 +25 79 £60,000 +9.09% 4
Cambridgeshire +5 77 £46,250 -15.91% 6
Norfolk +18 4 £38,750 -29.55% 1
Suffolk +2 2 £68,750 +25.00%
Scala
England

For the 6 months to 20 April 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.

1 159 (98.15%) Java
2 120 (74.07%) Agile Software Development
3 81 (50.00%) Python
4 80 (49.38%) Amazon AWS
5 75 (46.30%) Akka
6 69 (42.59%) Apache Cassandra
6 69 (42.59%) NoSQL
7 65 (40.12%) AngularJS
8 61 (37.65%) Docker
9 55 (33.95%) TDD
10 54 (33.33%) JavaScript
11 53 (32.72%) E-Commerce
12 52 (32.10%) Continuous Delivery
13 51 (31.48%) DevOps
13 51 (31.48%) Web Services
13 51 (31.48%) Spring
14 49 (30.25%) Machine Learning
15 44 (27.16%) Jenkins
16 43 (26.54%) Software Engineering
16 43 (26.54%) Ruby
17 41 (25.31%) Continuous Integration
18 40 (24.69%) GitHub
18 40 (24.69%) OpenShift
18 40 (24.69%) Private Cloud
18 40 (24.69%) WorldPay
18 40 (24.69%) Sonatype Nexus
19 38 (23.46%) SQL
20 37 (22.84%) Artificial Intelligence
21 36 (22.22%) Fintech
22 35 (21.60%) Maven

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 16 (9.88%) Apache Spark
2 5 (3.09%) OpenStack
2 5 (3.09%) SAS
3 2 (1.23%) Apache
3 2 (1.23%) Apache Pig
3 2 (1.23%) Apache Solr
3 2 (1.23%) Confluence
Business Applications
1 26 (16.05%) Payment Gateway
Cloud Services
1 80 (49.38%) Amazon AWS
2 40 (24.69%) GitHub
2 40 (24.69%) OpenShift
3 18 (11.11%) Amazon CloudWatch
4 17 (10.49%) Google Cloud Platform
5 12 (7.41%) Microsoft Azure
6 1 (0.62%) Amazon EMR
6 1 (0.62%) Amazon Kinesis
Communications & Networking
1 2 (1.23%) Internet
1 2 (1.23%) SMS
Database & Business Intelligence
1 69 (42.59%) Apache Cassandra
1 69 (42.59%) NoSQL
2 17 (10.49%) Big Data
3 15 (9.26%) MongoDB
4 11 (6.79%) Hadoop
5 9 (5.56%) Relational Database
6 8 (4.94%) PostgreSQL
7 6 (3.70%) Data Warehouse
7 6 (3.70%) Power BI
8 5 (3.09%) HBase
9 4 (2.47%) BigQuery
9 4 (2.47%) GIS
9 4 (2.47%) QlikView
9 4 (2.47%) SAS EBI
9 4 (2.47%) Sqoop
10 3 (1.85%) Apache Hive
11 2 (1.23%) Amazon DynamoDB
11 2 (1.23%) MariaDB
11 2 (1.23%) Neo4j
11 2 (1.23%) Oracle Database
Development Applications
1 44 (27.16%) Jenkins
2 40 (24.69%) Sonatype Nexus
3 35 (21.60%) Maven
4 25 (15.43%) Git (software)
5 22 (13.58%) Cucumber
6 13 (8.02%) Gradle
7 6 (3.70%) webpack
8 5 (3.09%) Vagrant
9 4 (2.47%) Atlassian Bamboo
9 4 (2.47%) GitLab
9 4 (2.47%) Xcode
10 3 (1.85%) Mercurial
11 2 (1.23%) JIRA
General
1 31 (19.14%) Finance
2 29 (17.90%) Games
3 9 (5.56%) Retail
4 6 (3.70%) Manufacturing
5 4 (2.47%) Automotive
6 1 (0.62%) Marketing
Job Titles
1 86 (53.09%) Developer
2 75 (46.30%) Java Developer
3 35 (21.60%) Scala Developer
4 34 (20.99%) Java Scala Developer
5 30 (18.52%) Senior Developer
6 27 (16.67%) Senior Java Developer
7 24 (14.81%) Java Engineer
8 22 (13.58%) Programmer
9 21 (12.96%) Java Programmer
10 19 (11.73%) Senior Scala Developer
10 19 (11.73%) Software Engineer
11 18 (11.11%) Cloud Engineer
11 18 (11.11%) Senior Java Scala Developer
12 17 (10.49%) Team Leader
13 16 (9.88%) CloudOps Engineer
13 16 (9.88%) Software Developer
14 14 (8.64%) Development Team Leader
14 14 (8.64%) Java Software Engineer
15 13 (8.02%) Developer/Software Engineer
16 12 (7.41%) JavaScript Engineer
Libraries, Frameworks & Software Standards
1 75 (46.30%) Akka
2 65 (40.12%) AngularJS
3 51 (31.48%) Spring
3 51 (31.48%) Web Services
4 29 (17.90%) RESTful
5 26 (16.05%) .NET
6 22 (13.58%) .NET Framework
7 20 (12.35%) Node.js
8 18 (11.11%) LAMP
9 11 (6.79%) J2EE
9 11 (6.79%) REST
10 9 (5.56%) TensorFlow
11 8 (4.94%) Angular 2
11 8 (4.94%) Play Framework
12 4 (2.47%) CSS
12 4 (2.47%) Hibernate
12 4 (2.47%) HTML
12 4 (2.47%) iOS SDK
12 4 (2.47%) Kafka
12 4 (2.47%) OpenCV
Miscellaneous
1 40 (24.69%) Private Cloud
2 36 (22.22%) Fintech
3 27 (16.67%) Computer Science
4 22 (13.58%) Distributed Denial-of-Service
4 22 (13.58%) Online Games
5 19 (11.73%) Greenfield Project
6 18 (11.11%) Public Cloud
7 14 (8.64%) Robotics
8 12 (7.41%) Analytical Skills
9 10 (6.17%) Algorithms
10 8 (4.94%) 3D Graphics
11 5 (3.09%) Mobile App
12 2 (1.23%) DataPower
12 2 (1.23%) Internet of Things
13 1 (0.62%) User Experience
Operating Systems
1 27 (16.67%) Apple iOS
2 26 (16.05%) Android
3 17 (10.49%) Linux
4 12 (7.41%) CoreOS
5 2 (1.23%) Windows
5 2 (1.23%) Windows 8
Processes & Methodologies
1 120 (74.07%) Agile Software Development
2 55 (33.95%) TDD
3 53 (32.72%) E-Commerce
4 52 (32.10%) Continuous Delivery
5 51 (31.48%) DevOps
6 49 (30.25%) Machine Learning
7 43 (26.54%) Software Engineering
8 41 (25.31%) Continuous Integration
9 37 (22.84%) Artificial Intelligence
10 35 (21.60%) Microservices
11 26 (16.05%) Multithreading
12 23 (14.20%) Wireframes
13 22 (13.58%) Cryptography
13 22 (13.58%) DDoS Mitigation
13 22 (13.58%) ERD
13 22 (13.58%) Integration Testing
13 22 (13.58%) Low Latency
13 22 (13.58%) Software Architecture
14 19 (11.73%) Problem-Solving
14 19 (11.73%) SDLC
Programming Languages
1 159 (98.15%) Java
2 81 (50.00%) Python
3 54 (33.33%) JavaScript
4 43 (26.54%) Ruby
5 38 (23.46%) SQL
6 29 (17.90%) PHP
7 26 (16.05%) C++
8 19 (11.73%) C#
9 18 (11.11%) Haskell
9 18 (11.11%) Java 8
10 10 (6.17%) C
10 10 (6.17%) Go
11 7 (4.32%) Kotlin
12 6 (3.70%) Groovy
12 6 (3.70%) Objective-C
12 6 (3.70%) R
13 3 (1.85%) Clojure
13 3 (1.85%) F#
14 2 (1.23%) Bash Shell
14 2 (1.23%) Java 9
Qualifications
1 19 (11.73%) Degree
2 8 (4.94%) PhD
3 3 (1.85%) Computer Science Degree
4 2 (1.23%) Numerate Degree
Quality Assurance & Compliance
1 22 (13.58%) PCI DSS
2 3 (1.85%) QA
3 2 (1.23%) GCP
System Software
1 61 (37.65%) Docker
2 1 (0.62%) Apache Flume
Systems Management
1 18 (11.11%) Ansible
1 18 (11.11%) Nagios
1 18 (11.11%) Puppet
2 8 (4.94%) Kubernetes
3 1 (0.62%) Terraform
Vendors
1 40 (24.69%) WorldPay
2 22 (13.58%) Oracle
3 18 (11.11%) AppDynamics
3 18 (11.11%) Qualys
3 18 (11.11%) Splunk
4 16 (9.88%) Google
5 6 (3.70%) Tableau
6 2 (1.23%) Apple
7 1 (0.62%) Cloudera
7 1 (0.62%) Hortonworks
7 1 (0.62%) MapR