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 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Scala
England / East of England
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 227 221 261
Rank change year-on-year -6 +40  
Permanent jobs citing Scala 28 34 24
As % of all permanent IT jobs advertised in the East of England 0.46% 0.50% 0.29%
As % of the Programming Languages category 0.79% 0.97% 0.57%
Number of salaries quoted 13 33 24
Median salary £52,500 £60,000 £51,250
Median salary % change year-on-year -12.50% +17.07%  
90% offered a salary of more than £40,000 £34,500 £47,500
10% offered a salary of more than £70,000 £67,000 £65,000
UK excluding London median salary £57,500 £54,000 £52,500
% change year-on-year +6.48% +2.85%  

Scala is in the programming language skills category. The next 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 programming language skills.

Programming Language Skills
East of England
Permanent job vacancies with a requirement for programming language skills 3541 3507 4210
As % of all permanent IT job vacancies advertised in the East of England 58.07% 51.58% 51.19%
Number of salaries quoted 2963 3090 3636
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88%  
90% offered a salary of more than £30,000 £29,000 £27,500
10% offered a salary of more than £62,500 £55,000 £60,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

Scala
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England citing Scala as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

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 3 months to 24 June 2017.

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 3 months to 24 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridgeshire 0 20 £40,000 -33.33% 8
Hertfordshire -13 8 £60,000 +4.34% 2
Scala
England

For the 6 months to 24 June 2017, 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 64 (98.46%) Java
2 41 (63.08%) Machine Learning
3 40 (61.54%) Python
4 32 (49.23%) Software Engineering
5 25 (38.46%) Apache Spark
6 22 (33.85%) Hadoop
7 20 (30.77%) Agile Software Development
8 19 (29.23%) Microservices
9 18 (27.69%) R
10 17 (26.15%) Algorithms
11 16 (24.62%) NoSQL
11 16 (24.62%) Linux
12 15 (23.08%) Signal Processing
12 15 (23.08%) Big Data
12 15 (23.08%) Security Cleared
12 15 (23.08%) Akka
13 13 (20.00%) Apache Cassandra
13 13 (20.00%) PhD
14 12 (18.46%) Web Services
14 12 (18.46%) Git (software)
14 12 (18.46%) Complexity Analysis
15 11 (16.92%) Games
16 10 (15.38%) C++
16 10 (15.38%) REST
16 10 (15.38%) Computer Vision
16 10 (15.38%) Deep Learning
17 9 (13.85%) Unity (Game Engine)
17 9 (13.85%) Data Structures
18 8 (12.31%) AngularJS
18 8 (12.31%) Node.js

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 25 (38.46%) Apache Spark
2 5 (7.69%) DNN
3 4 (6.15%) Apache
4 2 (3.08%) Apache Pig
4 2 (3.08%) OpenStack
5 1 (1.54%) Confluence
5 1 (1.54%) Elasticsearch
5 1 (1.54%) JBoss
5 1 (1.54%) SAS
5 1 (1.54%) Tomcat
5 1 (1.54%) WildFly
Cloud Services
1 8 (12.31%) Amazon AWS
2 1 (1.54%) Amazon S3
Communications & Networking
1 7 (10.77%) DNS
1 7 (10.77%) ICMP
1 7 (10.77%) TCP/IP
2 1 (1.54%) Internet
Database & Business Intelligence
1 22 (33.85%) Hadoop
2 16 (24.62%) NoSQL
3 15 (23.08%) Big Data
4 13 (20.00%) Apache Cassandra
5 4 (6.15%) Apache Hive
5 4 (6.15%) RDBMS
5 4 (6.15%) Relational Database
6 3 (4.62%) Data Mining
6 3 (4.62%) MySQL
7 2 (3.08%) Data Warehouse
7 2 (3.08%) Flink
7 2 (3.08%) HBase
7 2 (3.08%) MongoDB
7 2 (3.08%) PostgreSQL
8 1 (1.54%) Data Lake
8 1 (1.54%) DB2
8 1 (1.54%) Redis
8 1 (1.54%) SQL Server
Development Applications
1 12 (18.46%) Git (software)
2 5 (7.69%) JUnit
3 2 (3.08%) Maven
4 1 (1.54%) Artifactory
4 1 (1.54%) Cucumber
4 1 (1.54%) Gradle
4 1 (1.54%) Jenkins
4 1 (1.54%) Mockito
4 1 (1.54%) Selenium
4 1 (1.54%) Subversion
4 1 (1.54%) TestNG
General
1 11 (16.92%) Games
Job Titles
1 20 (30.77%) Data Scientist
1 20 (30.77%) Developer
2 16 (24.62%) Java Developer
3 9 (13.85%) Software Engineer
4 7 (10.77%) DevOps Engineer
4 7 (10.77%) Site Engineer
5 5 (7.69%) Development Team Leader
5 5 (7.69%) Java Development Team Leader
5 5 (7.69%) Java Team Leader
5 5 (7.69%) Senior Developer
5 5 (7.69%) Team Leader
6 4 (6.15%) Computer Engineer
6 4 (6.15%) Machine Learning Engineer
6 4 (6.15%) Senior Java Developer
7 3 (4.62%) Algorithm Engineer
7 3 (4.62%) Big Data Developer
8 2 (3.08%) 3D Software Engineer
8 2 (3.08%) AWS Developer
8 2 (3.08%) Scala Developer
8 2 (3.08%) Senior Big Data Developer
Libraries, Frameworks & Software Standards
1 15 (23.08%) Akka
2 12 (18.46%) Web Services
3 10 (15.38%) REST
4 9 (13.85%) Unity (Game Engine)
5 8 (12.31%) AngularJS
5 8 (12.31%) Node.js
6 7 (10.77%) RESTful
6 7 (10.77%) Theano
7 6 (9.23%) OpenCV
8 5 (7.69%) JSON
8 5 (7.69%) Kafka
9 4 (6.15%) Spring
10 3 (4.62%) Hibernate
10 3 (4.62%) Unreal Engine
11 2 (3.08%) CSS
11 2 (3.08%) D3.js
11 2 (3.08%) Dropwizard
11 2 (3.08%) HTML
11 2 (3.08%) JPA
12 1 (1.54%) JDBC
Miscellaneous
1 17 (26.15%) Algorithms
2 9 (13.85%) Data Structures
3 8 (12.31%) Computer Science
4 7 (10.77%) Client/Server
5 6 (9.23%) Greenfield Project
6 5 (7.69%) Public Cloud
7 4 (6.15%) 3D Graphics
7 4 (6.15%) Smart Energy
8 2 (3.08%) Embedded Systems
9 1 (1.54%) Analytical Skills
9 1 (1.54%) Enterprise Software
9 1 (1.54%) Internet of Things
9 1 (1.54%) Online Games
9 1 (1.54%) Private Cloud
Operating Systems
1 16 (24.62%) Linux
2 7 (10.77%) Unix
3 1 (1.54%) Debian
3 1 (1.54%) Windows
3 1 (1.54%) Windows Server
Processes & Methodologies
1 41 (63.08%) Machine Learning
2 32 (49.23%) Software Engineering
3 20 (30.77%) Agile Software Development
4 19 (29.23%) Microservices
5 15 (23.08%) Signal Processing
6 12 (18.46%) Complexity Analysis
7 10 (15.38%) Computer Vision
7 10 (15.38%) Deep Learning
8 8 (12.31%) DevOps
8 8 (12.31%) Reinforcement Learning
9 7 (10.77%) Build Automation
9 7 (10.77%) Capacity Planning
9 7 (10.77%) Demand Forecasting
9 7 (10.77%) Load Balancing
9 7 (10.77%) Mathematics
9 7 (10.77%) Performance Analysis
10 6 (9.23%) Artificial Intelligence
10 6 (9.23%) BDD
10 6 (9.23%) Neural Network
10 6 (9.23%) TDD
Programming Languages
1 64 (98.46%) Java
2 40 (61.54%) Python
3 18 (27.69%) R
4 10 (15.38%) C++
5 4 (6.15%) Bash Shell
5 4 (6.15%) Fortran
6 3 (4.62%) C#
6 3 (4.62%) JavaScript
6 3 (4.62%) SQL
7 1 (1.54%) C
7 1 (1.54%) PHP
Qualifications
1 15 (23.08%) Security Cleared
2 13 (20.00%) PhD
3 3 (4.62%) Computer Science Degree
3 3 (4.62%) Degree
System Software
1 2 (3.08%) HDFS
Systems Management
1 2 (3.08%) Oozie
2 1 (1.54%) Kibana
Vendors
1 1 (1.54%) IBM
1 1 (1.54%) Oracle
1 1 (1.54%) Vertica
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