Period
to 23 September 2019

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 23 September 2019 with a comparison to the same period in the previous 2 years.

Scala
England > East of England
6 months to
23 Sep 2019
Same period 2018 Same period 2017
Rank 231 220 302
Rank change year-on-year -11 +82 -8
Permanent jobs citing Scala 43 126 62
As % of all permanent IT jobs advertised in the East of England 0.61% 1.15% 0.53%
As % of the Programming Languages category 1.23% 2.12% 0.91%
Number of salaries quoted 43 92 33
East of England median annual salary £67,500 £52,500 £53,000
Median salary % change year-on-year +28.57% -0.94% -7.83%
10th Percentile £42,500 £41,115 £37,500
90th Percentile £80,000 £74,000 £72,500
England median annual salary £72,500 £70,000 £67,500
% change year-on-year +3.57% +3.70% +3.85%

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 3,494 5,932 6,782
As % of all permanent IT jobs advertised in the East of England 49.52% 53.96% 58.47%
Number of salaries quoted 2,545 4,795 5,702
East of England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £31,250 £29,000 £28,750
90th Percentile £70,000 £70,000 £66,250
England median annual salary £52,500 £50,000 £49,000
% change year-on-year +5.00% +2.04% +3.16%

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 23 September 2019.

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 23 September 2019. 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 -14 19 £67,500 +17.39% 5
Bedfordshire - 13 £70,000 -
Cambridgeshire +11 7 £67,500 +50.00% 5
Essex - 2 £45,000 -
Suffolk - 2 £45,000 -
Scala
England

For the 6 months to 23 September 2019, 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 40 (93.02%) Python
2 27 (62.79%) Java
3 26 (60.47%) Big Data
4 18 (41.86%) Agile Software Development
5 16 (37.21%) Data Science
6 14 (32.56%) Apache Spark
6 14 (32.56%) Scrum
6 14 (32.56%) SQL Server
6 14 (32.56%) Hadoop
7 13 (30.23%) Clojure
7 13 (30.23%) Apache Hive
7 13 (30.23%) Oozie
7 13 (30.23%) Impala
7 13 (30.23%) Software Engineering
8 12 (27.91%) Unix
8 12 (27.91%) Shell Script
8 12 (27.91%) Analytics
8 12 (27.91%) AWS
9 11 (25.58%) Apache Kudu
9 11 (25.58%) Hadoop YARN
9 11 (25.58%) Kotlin
9 11 (25.58%) MapReduce
9 11 (25.58%) Sqoop
9 11 (25.58%) Data Quality
9 11 (25.58%) HBase
9 11 (25.58%) Apache ZooKeeper
9 11 (25.58%) HDFS
9 11 (25.58%) Performance Tuning
9 11 (25.58%) Data Modelling
9 11 (25.58%) C++

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 14 (32.56%) Apache Spark
2 4 (9.30%) Apache
3 2 (4.65%) Confluence
Cloud Services
1 12 (27.91%) AWS
Communications & Networking
1 6 (13.95%) Internet
2 1 (2.33%) Firewall
Database & Business Intelligence
1 26 (60.47%) Big Data
2 14 (32.56%) Hadoop
2 14 (32.56%) SQL Server
3 13 (30.23%) Apache Hive
3 13 (30.23%) Impala
4 11 (25.58%) Apache Kudu
4 11 (25.58%) HBase
4 11 (25.58%) Sqoop
5 2 (4.65%) Data Mining
6 1 (2.33%) NoSQL
6 1 (2.33%) OLAP
6 1 (2.33%) OLTP
6 1 (2.33%) RDBMS
6 1 (2.33%) Relational Database
Development Applications
1 4 (9.30%) Git (software)
2 3 (6.98%) JIRA
3 2 (4.65%) Clang
3 2 (4.65%) Jenkins
3 2 (4.65%) Maven
4 1 (2.33%) Artifactory
4 1 (2.33%) Bitbucket
4 1 (2.33%) Bitbucket Server
4 1 (2.33%) git-flow
4 1 (2.33%) GitLab
4 1 (2.33%) Gradle
4 1 (2.33%) JMeter
4 1 (2.33%) Sonatype Nexus
4 1 (2.33%) The Grinder
4 1 (2.33%) Vagrant
General
1 4 (9.30%) Finance
1 4 (9.30%) Retail
2 3 (6.98%) Games
2 3 (6.98%) Manufacturing
2 3 (6.98%) Military
2 3 (6.98%) Telecoms
Job Titles
1 14 (32.56%) Developer
2 12 (27.91%) Data Engineer
2 12 (27.91%) Senior Data Engineer
3 10 (23.26%) Big Data Engineer
3 10 (23.26%) Hadoop Engineer
3 10 (23.26%) Senior Hadoop Engineer
4 7 (16.28%) DevOps Engineer
4 7 (16.28%) Site Reliability Engineer
5 6 (13.95%) Software Developer
6 4 (9.30%) Data Scientist
6 4 (9.30%) Senior Developer
6 4 (9.30%) Software Engineer
7 2 (4.65%) Java Developer
7 2 (4.65%) Polyglot Developer
7 2 (4.65%) Senior Data Scientist
8 1 (2.33%) Cloud Developer
8 1 (2.33%) Cloud Engineer
8 1 (2.33%) Development Engineer
8 1 (2.33%) Full Stack Developer
8 1 (2.33%) Java Engineer
Libraries, Frameworks & Software Standards
1 4 (9.30%) Kafka
2 3 (6.98%) Elastic Stack
3 2 (4.65%) LLVM
3 2 (4.65%) Node.js
4 1 (2.33%) ActiveMQ
4 1 (2.33%) AngularJS
4 1 (2.33%) CSS
4 1 (2.33%) EJB
4 1 (2.33%) Hibernate
4 1 (2.33%) HTML
4 1 (2.33%) RabbitMQ
4 1 (2.33%) React
4 1 (2.33%) Spark Streaming
4 1 (2.33%) Spring
Miscellaneous
1 6 (13.95%) Analytical Skills
2 3 (6.98%) Internet of Things
2 3 (6.98%) Self-Motivation
2 3 (6.98%) Semantic Web
3 1 (2.33%) Analytical Mindset
3 1 (2.33%) Public Cloud
3 1 (2.33%) Virtual Team
Operating Systems
1 12 (27.91%) Unix
2 3 (6.98%) Linux
3 1 (2.33%) Red Hat Enterprise Linux
Processes & Methodologies
1 18 (41.86%) Agile Software Development
2 16 (37.21%) Data Science
3 14 (32.56%) Scrum
4 13 (30.23%) Software Engineering
5 12 (27.91%) Analytics
6 11 (25.58%) Data Modelling
6 11 (25.58%) MapReduce
6 11 (25.58%) Performance Tuning
6 11 (25.58%) Quality Management
7 10 (23.26%) E-Commerce
8 8 (18.60%) DevOps
8 8 (18.60%) Machine Learning
9 7 (16.28%) Infrastructure as Code
9 7 (16.28%) Infrastructure Automation
9 7 (16.28%) Site Reliability Engineering
10 4 (9.30%) Artificial Intelligence
10 4 (9.30%) Functional Programming
10 4 (9.30%) Mathematics
10 4 (9.30%) Microservices
10 4 (9.30%) Statistics
Programming Languages
1 40 (93.02%) Python
2 27 (62.79%) Java
3 13 (30.23%) Clojure
4 12 (27.91%) Shell Script
5 11 (25.58%) C++
5 11 (25.58%) Kotlin
6 10 (23.26%) C#
6 10 (23.26%) F#
6 10 (23.26%) Go
6 10 (23.26%) Haskell
6 10 (23.26%) Rust
6 10 (23.26%) VB
7 9 (20.93%) SQL
8 6 (13.95%) Erlang
9 4 (9.30%) JavaScript
9 4 (9.30%) R
10 3 (6.98%) OCaml
10 3 (6.98%) SPARQL
11 2 (4.65%) Bash Shell
11 2 (4.65%) MATLAB
Qualifications
1 3 (6.98%) DV Cleared
1 3 (6.98%) Security Cleared
2 2 (4.65%) PhD
3 1 (2.33%) Degree
Quality Assurance & Compliance
1 11 (25.58%) Data Quality
System Software
1 11 (25.58%) Apache ZooKeeper
1 11 (25.58%) HDFS
2 2 (4.65%) Docker
3 1 (2.33%) Active Directory
3 1 (2.33%) Apache Flume
Systems Management
1 13 (30.23%) Oozie
2 11 (25.58%) Hadoop YARN
3 3 (6.98%) Ansible
4 1 (2.33%) Kubernetes
4 1 (2.33%) Mesos
4 1 (2.33%) Puppet
Vendors
1 1 (2.33%) Atlassian
1 1 (2.33%) Cloudera
1 1 (2.33%) Informatica
1 1 (2.33%) Microsoft
1 1 (2.33%) MicroStrategy
1 1 (2.33%) Oracle
1 1 (2.33%) Tableau