Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Manchester 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 November 2017 with a comparison to the same period in the previous 2 years.

Scala
North West > Manchester
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 213 210 238
Rank change year-on-year -3 +28 +21
Permanent jobs citing Scala 91 79 36
As % of all permanent IT jobs advertised in Manchester 1.14% 1.05% 0.48%
As % of the Programming Languages category 1.97% 1.82% 0.98%
Number of salaries quoted 72 72 34
Manchester median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +53.85%
10th Percentile £26,375 £37,625 £37,900
90th Percentile £73,750 £75,900 £79,625
North West median annual salary £56,000 £52,500 £50,000
% change year-on-year +6.67% +5.00% +53.85%

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 Manchester with a requirement for coding skills.

All Programming Languages
Manchester
Permanent vacancies with a requirement for coding skills 4615 4339 3691
As % of all permanent IT jobs advertised in Manchester 58.06% 57.85% 49.70%
Number of salaries quoted 3930 3837 3232
Manchester median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% +6.67%
10th Percentile £27,500 £27,000 £26,000
90th Percentile £61,750 £61,250 £55,250
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

Scala
Job Vacancy Trend in Manchester

Job postings citing Scala as a percentage of all IT jobs advertised in Manchester.

Job vacancy trend for Scala in Manchester

Scala
Salary Trend in Manchester

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Scala in Manchester.

Salary trend for Scala in Manchester

Scala
Salary Histogram in Manchester

The salary distribution of IT jobs citing Scala in Manchester over the 6 months to 23 November 2017.

Salary histogram for Scala in Manchester

For the 6 months to 23 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 Manchester region with a requirement for Scala.

1 80 (87.91%) Java
2 63 (69.23%) Agile Software Development
3 53 (58.24%) Python
4 42 (46.15%) SQL
4 42 (46.15%) TDD
5 40 (43.96%) JavaScript
6 39 (42.86%) Web Services
7 38 (41.76%) Software Engineering
8 33 (36.26%) Big Data
9 32 (35.16%) Spring
10 31 (34.07%) Scrum
11 30 (32.97%) Ruby
11 30 (32.97%) Apache
11 30 (32.97%) NoSQL
11 30 (32.97%) Analytics
12 29 (31.87%) MongoDB
13 28 (30.77%) HTML
14 25 (27.47%) MySQL
14 25 (27.47%) Amazon AWS
14 25 (27.47%) Continuous Integration
15 24 (26.37%) Open Source
15 24 (26.37%) C#
16 23 (25.27%) CSS
16 23 (25.27%) Haskell
16 23 (25.27%) REST
16 23 (25.27%) Apache Spark
17 21 (23.08%) Play Framework
17 21 (23.08%) Hadoop
18 20 (21.98%) Clojure
19 19 (20.88%) Relational Database

Scala
Co-occurring IT Skills in Manchester 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 30 (32.97%) Apache
2 23 (25.27%) Apache Spark
3 6 (6.59%) Apache Solr
3 6 (6.59%) JBoss
3 6 (6.59%) Tomcat
4 3 (3.30%) Confluence
4 3 (3.30%) OpenStack
5 2 (2.20%) Elasticsearch
5 2 (2.20%) IIS
5 2 (2.20%) SAS
5 2 (2.20%) WebSphere
6 1 (1.10%) Jupyter
Cloud Services
1 25 (27.47%) Amazon AWS
2 15 (16.48%) Amazon EMR
3 4 (4.40%) Google Cloud Platform
3 4 (4.40%) Microsoft Azure
4 3 (3.30%) GitHub
4 3 (3.30%) SaaS
5 1 (1.10%) Amazon S3
5 1 (1.10%) Loggly
5 1 (1.10%) Sumo Logic
Communications & Networking
1 18 (19.78%) HTTP
2 2 (2.20%) AMQP
Database & Business Intelligence
1 33 (36.26%) Big Data
2 30 (32.97%) NoSQL
3 29 (31.87%) MongoDB
4 25 (27.47%) MySQL
5 21 (23.08%) Hadoop
6 19 (20.88%) Relational Database
7 18 (19.78%) SQL Server
8 15 (16.48%) Amazon Redshift
9 12 (13.19%) CouchDB
10 9 (9.89%) Riak
11 8 (8.79%) Apache Cassandra
12 6 (6.59%) Neo4j
13 5 (5.49%) Redis
14 4 (4.40%) PostgreSQL
15 3 (3.30%) Apache Accumulo
16 2 (2.20%) Couchbase
16 2 (2.20%) Data Mining
16 2 (2.20%) DB2
17 1 (1.10%) Apache Hive
17 1 (1.10%) Text Mining
Development Applications
1 18 (19.78%) Git (software)
2 7 (7.69%) Jenkins
3 6 (6.59%) Vagrant
4 5 (5.49%) JUnit
5 4 (4.40%) Cucumber
5 4 (4.40%) Maven
5 4 (4.40%) Selenium
6 3 (3.30%) Bitbucket
6 3 (3.30%) Eclipse
6 3 (3.30%) Gradle
6 3 (3.30%) JIRA
6 3 (3.30%) Mockito
6 3 (3.30%) Sonatype Nexus
7 2 (2.20%) FitNesse
7 2 (2.20%) MSI
7 2 (2.20%) NuGet
7 2 (2.20%) SpecFlow
7 2 (2.20%) Team Foundation Server
7 2 (2.20%) WiX
7 2 (2.20%) Xcode
General
1 17 (18.68%) Finance
2 8 (8.79%) Legal
3 6 (6.59%) Banking
4 4 (4.40%) Games
5 3 (3.30%) Automotive
5 3 (3.30%) Investment Banking
6 2 (2.20%) Retail
7 1 (1.10%) Back Office
7 1 (1.10%) Marketing
Job Titles
1 48 (52.75%) Developer
2 33 (36.26%) Java Developer
3 25 (27.47%) Software Engineer
4 16 (17.58%) Software Developer
5 15 (16.48%) C# Developer
6 14 (15.38%) Junior
6 14 (15.38%) Senior Developer
7 13 (14.29%) Scala Developer
8 12 (13.19%) Junior Developer
9 11 (12.09%) Apache Spark Developer
9 11 (12.09%) C# Software Developer
9 11 (12.09%) Java Scala Developer
9 11 (12.09%) Junior C# Developer
9 11 (12.09%) Junior Java Developer
10 9 (9.89%) Senior Java Developer
10 9 (9.89%) Senior Software Engineer
11 7 (7.69%) Java Software Developer
11 7 (7.69%) Java Software Engineer
11 7 (7.69%) Junior Java Software Developer
11 7 (7.69%) Junior Software Developer
Libraries, Frameworks & Software Standards
1 39 (42.86%) Web Services
2 32 (35.16%) Spring
3 28 (30.77%) HTML
4 23 (25.27%) CSS
4 23 (25.27%) REST
5 21 (23.08%) Play Framework
6 19 (20.88%) .NET
7 17 (18.68%) AngularJS
8 15 (16.48%) Akka
8 15 (16.48%) SOAP
9 14 (15.38%) Apache Wicket
10 11 (12.09%) HTML5
11 10 (10.99%) RabbitMQ
12 9 (9.89%) Hibernate
12 9 (9.89%) RESTful
13 8 (8.79%) J2EE
14 7 (7.69%) Node.js
14 7 (7.69%) Spring MVC
15 6 (6.59%) jQuery
15 6 (6.59%) Kafka
Miscellaneous
1 17 (18.68%) Greenfield Project
2 16 (17.58%) Data Structures
3 9 (9.89%) User Experience
4 6 (6.59%) Mobile App
4 6 (6.59%) Online Banking
4 6 (6.59%) Wiki
5 5 (5.49%) iPad
6 3 (3.30%) Analytical Skills
6 3 (3.30%) Mobile Banking
7 2 (2.20%) Algorithms
7 2 (2.20%) Grid Computing
7 2 (2.20%) Social Media
8 1 (1.10%) Blog
8 1 (1.10%) Computer Science
8 1 (1.10%) Linux Command Line
8 1 (1.10%) Public Cloud
Operating Systems
1 13 (14.29%) Linux
2 6 (6.59%) Android
2 6 (6.59%) Apple iOS
3 3 (3.30%) Windows
4 1 (1.10%) Unix
Processes & Methodologies
1 63 (69.23%) Agile Software Development
2 42 (46.15%) TDD
3 38 (41.76%) Software Engineering
4 31 (34.07%) Scrum
5 30 (32.97%) Analytics
6 25 (27.47%) Continuous Integration
7 24 (26.37%) Open Source
8 19 (20.88%) Microservices
9 18 (19.78%) BDD
9 18 (19.78%) OO
10 17 (18.68%) Test Automation
11 16 (17.58%) MapReduce
12 15 (16.48%) Data Acquisition
13 14 (15.38%) Kanban
13 14 (15.38%) Mentoring
14 13 (14.29%) Pair Programming
15 11 (12.09%) Business Intelligence
15 11 (12.09%) DevOps
15 11 (12.09%) Functional Programming
16 10 (10.99%) MVC
Programming Languages
1 80 (87.91%) Java
2 53 (58.24%) Python
3 42 (46.15%) SQL
4 40 (43.96%) JavaScript
5 30 (32.97%) Ruby
6 24 (26.37%) C#
7 23 (25.27%) Haskell
8 20 (21.98%) Clojure
9 18 (19.78%) Groovy
10 12 (13.19%) Go
11 8 (8.79%) F#
12 6 (6.59%) Apple Swift
12 6 (6.59%) C
12 6 (6.59%) Objective-C
13 5 (5.49%) Bash Shell
13 5 (5.49%) C++
13 5 (5.49%) Erlang
14 4 (4.40%) Kotlin
14 4 (4.40%) PHP
14 4 (4.40%) R
Qualifications
1 8 (8.79%) Degree
2 3 (3.30%) Security Cleared
3 1 (1.10%) Master's Degree
3 1 (1.10%) Numerate Degree
3 1 (1.10%) PhD
Quality Assurance & Compliance
1 3 (3.30%) GCP
2 2 (2.20%) QA
3 1 (1.10%) Actionable Recommendations
System Software
1 7 (7.69%) Docker
2 1 (1.10%) HDFS
Systems Management
1 6 (6.59%) Opscode Chef
1 6 (6.59%) Puppet
2 4 (4.40%) Ansible
3 2 (2.20%) Cobbler
4 1 (1.10%) Ambari
4 1 (1.10%) Mesos
4 1 (1.10%) Nagios
4 1 (1.10%) Prometheus
4 1 (1.10%) Salt
4 1 (1.10%) ZABBIX
Vendors
1 18 (19.78%) Oracle
2 4 (4.40%) IBM
3 3 (3.30%) Xamarin
4 2 (2.20%) Google
4 2 (2.20%) TIBCO
5 1 (1.10%) New Relic
5 1 (1.10%) SaltStack
5 1 (1.10%) Splunk
5 1 (1.10%) Tableau