Period
to 17 November 2017

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 17 November 2017 with a comparison to the same period in the previous 2 years.

Scala
England > East of England
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 254 283 322
Rank change year-on-year +29 +39 +11
Permanent jobs citing Scala 101 79 77
As % of all permanent IT jobs advertised in the East of England 0.84% 0.60% 0.50%
As % of the Programming Languages category 1.44% 1.12% 0.99%
Number of salaries quoted 66 72 75
East of England median annual salary £55,000 £55,000 £50,000
Median salary % change year-on-year - +10.00% +17.65%
10th Percentile £37,500 £42,500 £37,050
90th Percentile £72,500 £72,500 £68,750
England median annual salary £67,500 £65,000 £62,500
% change year-on-year +3.85% +4.00% +8.70%

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 6998 7033 7790
As % of all permanent IT jobs advertised in the East of England 58.23% 53.04% 50.64%
Number of salaries quoted 5872 6011 6779
East of England median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +2.41%
10th Percentile £28,756 £27,000 £25,750
90th Percentile £67,500 £65,000 £62,500
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 17 November 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 6 months to 17 November 2017. 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 +30 68 £50,000 -33.33% 5
Hertfordshire -36 25 £60,000 +9.09% 8
Norfolk +20 6 £40,000 - 1
Essex - 2 - -
Scala
England

For the 6 months to 17 November 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 99 (98.02%) Java
2 73 (72.28%) Python
3 57 (56.44%) Machine Learning
4 47 (46.53%) Apache Spark
5 36 (35.64%) Hadoop
6 34 (33.66%) Agile Software Development
7 33 (32.67%) Software Engineering
7 33 (32.67%) NoSQL
8 25 (24.75%) R
8 25 (24.75%) Computer Science
9 24 (23.76%) Big Data
10 23 (22.77%) AngularJS
10 23 (22.77%) Linux
11 21 (20.79%) Security Cleared
11 21 (20.79%) Signal Processing
12 20 (19.80%) MongoDB
12 20 (19.80%) Algorithms
13 19 (18.81%) Mathematics
14 18 (17.82%) Git (software)
15 17 (16.83%) Google
15 17 (16.83%) JavaScript
16 16 (15.84%) Apache Cassandra
17 15 (14.85%) Google Cloud Platform
17 15 (14.85%) PHP
17 15 (14.85%) Web Services
17 15 (14.85%) PhD
17 15 (14.85%) Spring
18 14 (13.86%) Amazon AWS
19 13 (12.87%) Analytical Skills
19 13 (12.87%) Degree

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 47 (46.53%) Apache Spark
2 8 (7.92%) SAS
3 2 (1.98%) IIS
3 2 (1.98%) Tomcat
4 1 (0.99%) Apache Pig
4 1 (0.99%) Apache Solr
Applications
1 2 (1.98%) Microsoft Excel
1 2 (1.98%) MS Visio
Cloud Services
1 15 (14.85%) Google Cloud Platform
2 14 (13.86%) Amazon AWS
3 3 (2.97%) Cloud Computing
3 3 (2.97%) Microsoft Azure
4 2 (1.98%) Amazon EMR
4 2 (1.98%) Amazon Kinesis
4 2 (1.98%) GitHub
5 1 (0.99%) Amazon CloudWatch
5 1 (0.99%) Amazon S3
5 1 (0.99%) OpenShift
Communications & Networking
1 3 (2.97%) DNS
1 3 (2.97%) ICMP
1 3 (2.97%) TCP/IP
2 2 (1.98%) Internet
3 1 (0.99%) SMS
Database & Business Intelligence
1 36 (35.64%) Hadoop
2 33 (32.67%) NoSQL
3 24 (23.76%) Big Data
4 20 (19.80%) MongoDB
5 16 (15.84%) Apache Cassandra
6 12 (11.88%) Relational Database
7 11 (10.89%) Data Warehouse
8 8 (7.92%) HBase
8 8 (7.92%) RDBMS
9 7 (6.93%) BigQuery
9 7 (6.93%) Power BI
9 7 (6.93%) QlikView
9 7 (6.93%) SAS EBI
9 7 (6.93%) Sqoop
10 6 (5.94%) MySQL
11 4 (3.96%) GIS
11 4 (3.96%) PostgreSQL
12 3 (2.97%) Data Mining
12 3 (2.97%) Oracle Database
12 3 (2.97%) Oracle Database 11g
Development Applications
1 18 (17.82%) Git (software)
2 10 (9.90%) JUnit
3 2 (1.98%) Cucumber
3 2 (1.98%) Maven
3 2 (1.98%) Mockito
3 2 (1.98%) Selenium
3 2 (1.98%) Subversion
3 2 (1.98%) TestNG
3 2 (1.98%) webpack
4 1 (0.99%) Gradle
4 1 (0.99%) Jenkins
4 1 (0.99%) Mercurial
4 1 (0.99%) Sonatype Nexus
General
1 7 (6.93%) Retail
2 5 (4.95%) Finance
3 4 (3.96%) Automotive
4 2 (1.98%) Games
5 1 (0.99%) Advertising
Job Titles
1 37 (36.63%) Data Scientist
2 21 (20.79%) Developer
3 17 (16.83%) Java Developer
4 11 (10.89%) Data Engineer
5 8 (7.92%) Big Data Engineer
5 8 (7.92%) Software Engineer
6 7 (6.93%) Java Engineer
6 7 (6.93%) Java Software Engineer
7 6 (5.94%) E-Commerce Developer
7 6 (5.94%) Java E-Commerce Developer
8 4 (3.96%) Architect
8 4 (3.96%) Development Team Leader
8 4 (3.96%) IoT Architect
8 4 (3.96%) Java Development Team Leader
8 4 (3.96%) Java Team Leader
8 4 (3.96%) JavaScript Engineer
8 4 (3.96%) Machine Learning Scientist
8 4 (3.96%) Machine Learning Specialist
8 4 (3.96%) Senior Architect
8 4 (3.96%) Team Leader
Libraries, Frameworks & Software Standards
1 23 (22.77%) AngularJS
2 15 (14.85%) Spring
2 15 (14.85%) Web Services
3 12 (11.88%) REST
4 11 (10.89%) Akka
4 11 (10.89%) Hibernate
5 10 (9.90%) J2EE
5 10 (9.90%) Node.js
6 7 (6.93%) Play Framework
6 7 (6.93%) React
6 7 (6.93%) TensorFlow
7 6 (5.94%) CSS
7 6 (5.94%) HTML
8 5 (4.95%) RESTful
9 4 (3.96%) JSON
9 4 (3.96%) MLlib
9 4 (3.96%) Natural Language Processing
9 4 (3.96%) SOAP
9 4 (3.96%) Theano
9 4 (3.96%) XML
Miscellaneous
1 25 (24.75%) Computer Science
2 20 (19.80%) Algorithms
3 13 (12.87%) Analytical Skills
4 8 (7.92%) 3D Graphics
4 8 (7.92%) Renewable Energy
4 8 (7.92%) Robotics
4 8 (7.92%) Smart Energy
5 5 (4.95%) Data Structures
6 4 (3.96%) Greenfield Project
7 3 (2.97%) Client/Server
8 2 (1.98%) CMDB
8 2 (1.98%) Internet of Things
8 2 (1.98%) Management Information System
9 1 (0.99%) Fintech
9 1 (0.99%) Private Cloud
9 1 (0.99%) Public Cloud
Operating Systems
1 23 (22.77%) Linux
2 8 (7.92%) CoreOS
3 3 (2.97%) Unix
4 2 (1.98%) Windows
4 2 (1.98%) Windows Server
5 1 (0.99%) Android
5 1 (0.99%) Apple iOS
Processes & Methodologies
1 57 (56.44%) Machine Learning
2 34 (33.66%) Agile Software Development
3 33 (32.67%) Software Engineering
4 21 (20.79%) Signal Processing
5 19 (18.81%) Mathematics
6 12 (11.88%) Microservices
7 11 (10.89%) Complexity Analysis
7 11 (10.89%) Computer Vision
8 10 (9.90%) Analytics
8 10 (9.90%) Data Engineering
8 10 (9.90%) DevOps
8 10 (9.90%) SDLC
9 9 (8.91%) Data Analysis
9 9 (8.91%) Multithreading
10 8 (7.92%) Data Extraction
10 8 (7.92%) Low Latency
10 8 (7.92%) Mathematical Modelling
10 8 (7.92%) Mentoring
10 8 (7.92%) Physics
10 8 (7.92%) Probabilistic Modelling
Programming Languages
1 99 (98.02%) Java
2 73 (72.28%) Python
3 25 (24.75%) R
4 17 (16.83%) JavaScript
5 15 (14.85%) PHP
6 11 (10.89%) Go
6 11 (10.89%) Haskell
6 11 (10.89%) SQL
7 9 (8.91%) C
7 9 (8.91%) C++
8 5 (4.95%) Bash Shell
9 4 (3.96%) Ruby
9 4 (3.96%) TypeScript
10 3 (2.97%) C#
10 3 (2.97%) Perl
11 1 (0.99%) Groovy
11 1 (0.99%) Kotlin
11 1 (0.99%) Objective-C
Qualifications
1 21 (20.79%) Security Cleared
2 15 (14.85%) PhD
3 13 (12.87%) Degree
4 4 (3.96%) Computer Science Degree
5 1 (0.99%) Numerate Degree
System Software
1 11 (10.89%) Docker
2 2 (1.98%) Virtual Machines
3 1 (0.99%) HDFS
Systems Management
1 3 (2.97%) Ansible
1 3 (2.97%) Puppet
2 1 (0.99%) Hadoop YARN
2 1 (0.99%) Nagios
2 1 (0.99%) Oozie
Vendors
1 17 (16.83%) Google
2 8 (7.92%) Tableau
3 6 (5.94%) Oracle
4 3 (2.97%) Splunk
5 2 (1.98%) IBM
5 2 (1.98%) MKS
5 2 (1.98%) ServiceNow
6 1 (0.99%) AppDynamics
6 1 (0.99%) Cloudera
6 1 (0.99%) Hortonworks
6 1 (0.99%) Qualys
6 1 (0.99%) WorldPay