Period
to 22 January 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 22 January 2018 with a comparison to the same period in the previous 2 years.

Scala
England > East of England
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 216 288 310
Rank change year-on-year +72 +22 +25
Permanent jobs citing Scala 136 70 72
As % of all permanent IT jobs advertised in the East of England 1.14% 0.57% 0.49%
As % of the Programming Languages category 1.95% 1.04% 0.97%
Number of salaries quoted 92 71 66
East of England median annual salary £57,500 £55,000 £50,000
Median salary % change year-on-year +4.55% +10.00% +11.11%
10th Percentile £37,500 £45,000 £35,000
90th Percentile £72,500 £73,750 £67,500
England median annual salary £67,500 £65,000 £60,000
% change year-on-year +3.85% +8.33% +4.35%

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 6,987 6,748 7,408
As % of all permanent IT jobs advertised in the East of England 58.48% 54.80% 50.14%
Number of salaries quoted 5,851 5,732 6,397
East of England median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -
10th Percentile £29,900 £27,500 £26,250
90th Percentile £68,750 £65,000 £63,750
England median annual salary £50,000 £47,500 £45,000
% 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 22 January 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 22 January 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
Cambridgeshire +33 77 £50,000 -9.09% 13
Hertfordshire -1 50 £60,000 +9.09% 4
Norfolk +21 6 £40,000 -11.11%
Essex - 2 - -
Suffolk +12 1 £67,500 -6.90%
Scala
England

For the 6 months to 22 January 2018, IT jobs citing Scala also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the East of England region with a requirement for Scala.

1 135 (99.26%) Java
2 86 (63.24%) Python
3 72 (52.94%) Agile Software Development
4 54 (39.71%) Machine Learning
5 51 (37.50%) Amazon AWS
6 47 (34.56%) NoSQL
7 45 (33.09%) AngularJS
8 42 (30.88%) Apache Cassandra
9 40 (29.41%) JavaScript
10 35 (25.74%) Akka
11 34 (25.00%) Apache Spark
12 33 (24.26%) Docker
12 33 (24.26%) E-Commerce
12 33 (24.26%) Software Engineering
13 31 (22.79%) Spring
13 31 (22.79%) DevOps
14 30 (22.06%) PHP
15 29 (21.32%) Hadoop
16 27 (19.85%) Continuous Delivery
16 27 (19.85%) Web Services
17 25 (18.38%) SQL
17 25 (18.38%) Ruby
17 25 (18.38%) Google
17 25 (18.38%) MongoDB
18 24 (17.65%) Maven
19 23 (16.91%) Google Cloud Platform
20 22 (16.18%) TDD
20 22 (16.18%) Computer Science
20 22 (16.18%) Continuous Integration
20 22 (16.18%) Multithreading

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 34 (25.00%) Apache Spark
2 10 (7.35%) SAS
3 2 (1.47%) Apache
3 2 (1.47%) Apache Solr
3 2 (1.47%) IIS
3 2 (1.47%) OpenStack
4 1 (0.74%) Apache Pig
4 1 (0.74%) Confluence
4 1 (0.74%) Tomcat
Applications
1 2 (1.47%) Microsoft Excel
1 2 (1.47%) MS Visio
Business Applications
1 7 (5.15%) Payment Gateway
Cloud Services
1 51 (37.50%) Amazon AWS
2 23 (16.91%) Google Cloud Platform
3 21 (15.44%) GitHub
4 20 (14.71%) OpenShift
5 13 (9.56%) Amazon CloudWatch
6 6 (4.41%) Microsoft Azure
7 2 (1.47%) Cloud Computing
8 1 (0.74%) Amazon EMR
8 1 (0.74%) Amazon Kinesis
Communications & Networking
1 2 (1.47%) Internet
1 2 (1.47%) SMS
Database & Business Intelligence
1 47 (34.56%) NoSQL
2 42 (30.88%) Apache Cassandra
3 29 (21.32%) Hadoop
4 25 (18.38%) MongoDB
5 21 (15.44%) Big Data
6 10 (7.35%) Data Warehouse
7 9 (6.62%) HBase
8 8 (5.88%) BigQuery
8 8 (5.88%) PostgreSQL
8 8 (5.88%) Power BI
8 8 (5.88%) QlikView
8 8 (5.88%) SAS EBI
8 8 (5.88%) Sqoop
9 6 (4.41%) Relational Database
10 4 (2.94%) Data Mining
10 4 (2.94%) GIS
10 4 (2.94%) MySQL
10 4 (2.94%) Oracle Database
10 4 (2.94%) Oracle Database 11g
11 2 (1.47%) SQL Server
Development Applications
1 24 (17.65%) Maven
2 20 (14.71%) Git (software)
2 20 (14.71%) Jenkins
2 20 (14.71%) Sonatype Nexus
3 8 (5.88%) Cucumber
4 7 (5.15%) Gradle
5 6 (4.41%) webpack
6 2 (1.47%) Mercurial
6 2 (1.47%) Subversion
6 2 (1.47%) Vagrant
7 1 (0.74%) JIRA
7 1 (0.74%) JUnit
7 1 (0.74%) Mockito
7 1 (0.74%) Selenium
7 1 (0.74%) TestNG
General
1 14 (10.29%) Finance
2 9 (6.62%) Games
2 9 (6.62%) Retail
3 4 (2.94%) Automotive
4 3 (2.21%) Manufacturing
5 1 (0.74%) Advertising
5 1 (0.74%) Marketing
Job Titles
1 54 (39.71%) Developer
2 47 (34.56%) Java Developer
3 23 (16.91%) Data Scientist
4 18 (13.24%) Java Engineer
5 14 (10.29%) Cloud Engineer
5 14 (10.29%) Programmer
5 14 (10.29%) Software Engineer
6 13 (9.56%) CloudOps Engineer
6 13 (9.56%) Java Programmer
6 13 (9.56%) Java Software Engineer
7 12 (8.82%) Java Scala Developer
7 12 (8.82%) Scala Developer
8 11 (8.09%) Data Engineer
8 11 (8.09%) E-Commerce Developer
8 11 (8.09%) Java E-Commerce Developer
8 11 (8.09%) Software Developer
9 9 (6.62%) Big Data Engineer
9 9 (6.62%) Developer/Software Engineer
9 9 (6.62%) JavaScript Engineer
9 9 (6.62%) Software Programmer
Libraries, Frameworks & Software Standards
1 45 (33.09%) AngularJS
2 35 (25.74%) Akka
3 31 (22.79%) Spring
4 27 (19.85%) Web Services
5 20 (14.71%) Node.js
6 16 (11.76%) J2EE
7 13 (9.56%) .NET
7 13 (9.56%) LAMP
8 9 (6.62%) .NET Framework
8 9 (6.62%) Hibernate
8 9 (6.62%) Play Framework
8 9 (6.62%) RESTful
8 9 (6.62%) TensorFlow
9 8 (5.88%) Angular 2
9 8 (5.88%) React
10 7 (5.15%) CSS
10 7 (5.15%) HTML
11 5 (3.68%) REST
12 4 (2.94%) Kafka
12 4 (2.94%) Natural Language Processing
Miscellaneous
1 22 (16.18%) Computer Science
2 20 (14.71%) Fintech
2 20 (14.71%) Private Cloud
3 18 (13.24%) Robotics
4 14 (10.29%) Analytical Skills
5 13 (9.56%) Public Cloud
6 12 (8.82%) Algorithms
7 8 (5.88%) 3D Graphics
8 7 (5.15%) Distributed Denial-of-Service
8 7 (5.15%) Online Games
9 6 (4.41%) Greenfield Project
10 2 (1.47%) CMDB
10 2 (1.47%) Internet of Things
10 2 (1.47%) Management Information System
11 1 (0.74%) DataPower
11 1 (0.74%) Mobile App
11 1 (0.74%) User Experience
Operating Systems
1 22 (16.18%) Linux
2 15 (11.03%) CoreOS
3 9 (6.62%) Android
4 8 (5.88%) Apple iOS
5 2 (1.47%) Windows
5 2 (1.47%) Windows Server
Processes & Methodologies
1 72 (52.94%) Agile Software Development
2 54 (39.71%) Machine Learning
3 33 (24.26%) E-Commerce
3 33 (24.26%) Software Engineering
4 31 (22.79%) DevOps
5 27 (19.85%) Continuous Delivery
6 22 (16.18%) Continuous Integration
6 22 (16.18%) Multithreading
6 22 (16.18%) TDD
7 21 (15.44%) Low Latency
8 14 (10.29%) SDLC
9 13 (9.56%) Analytics
9 13 (9.56%) Auto-Scaling
9 13 (9.56%) Cloud Operations
9 13 (9.56%) Computer Vision
10 12 (8.82%) Mathematics
10 12 (8.82%) Signal Processing
11 10 (7.35%) Data Engineering
12 9 (6.62%) Microservices
13 8 (5.88%) Data Integration
Programming Languages
1 135 (99.26%) Java
2 86 (63.24%) Python
3 40 (29.41%) JavaScript
4 30 (22.06%) PHP
5 25 (18.38%) Ruby
5 25 (18.38%) SQL
6 19 (13.97%) C++
6 19 (13.97%) R
7 17 (12.50%) Haskell
8 16 (11.76%) Go
9 14 (10.29%) C#
10 10 (7.35%) C
11 6 (4.41%) Kotlin
12 4 (2.94%) Bash Shell
12 4 (2.94%) Groovy
12 4 (2.94%) TypeScript
13 3 (2.21%) Perl
14 2 (1.47%) Clojure
14 2 (1.47%) F#
14 2 (1.47%) Objective-C
Qualifications
1 12 (8.82%) Degree
1 12 (8.82%) Security Cleared
2 10 (7.35%) PhD
3 3 (2.21%) Computer Science Degree
4 1 (0.74%) Numerate Degree
Quality Assurance & Compliance
1 7 (5.15%) PCI DSS
System Software
1 33 (24.26%) Docker
2 2 (1.47%) Virtual Machines
3 1 (0.74%) Apache Flume
Systems Management
1 14 (10.29%) Ansible
1 14 (10.29%) Puppet
2 13 (9.56%) Nagios
3 1 (0.74%) Kubernetes
3 1 (0.74%) Terraform
Vendors
1 25 (18.38%) Google
2 20 (14.71%) WorldPay
3 19 (13.97%) Oracle
4 15 (11.03%) Splunk
5 13 (9.56%) AppDynamics
5 13 (9.56%) Qualys
6 9 (6.62%) Tableau
7 2 (1.47%) Cloudera
7 2 (1.47%) Hortonworks
7 2 (1.47%) MKS
7 2 (1.47%) ServiceNow
8 1 (0.74%) IBM
8 1 (0.74%) MapR