The table below looks at the statistics for Scala skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Scala over the 3 months to 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Scala
Rank 174 234 242
Rank change year-on-year
+60 +8
Permanent jobs citing Scala 53 24 17
As % of all permanent IT jobs located in the North West 0.95% 0.37% 0.24%
As % of the Programming Languages category 1.76% 0.71% 0.45%
Number of salaries quoted 45 17 9
Median salary £47,500 £65,000 £72,500
Median salary % change year-on-year
-26.92% -10.34%
90% offered a salary of more than £38,500 £47,500 £65,300
10% offered a salary of more than £69,000 £72,500 £74,500
UK excluding London median salary £54,000 £52,500 £47,250
% change year-on-year
+2.85% +11.11%
Scala
England

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the North West region.

Programming Languages Category
North West
Permanent IT job ads with a match in the
Programming Languages category
3015 3359 3812
As % of all permanent IT jobs located in the North West 53.87% 52.23% 54.68%
Number of salaries quoted 2604 2855 3230
Median salary £40,000 £40,000 £36,000
Median salary % change year-on-year
- +11.10%
90% offered a salary of more than £27,000 £27,000 £25,000
10% offered a salary of more than £55,000 £50,000 £52,500
UK excluding London median salary £41,000 £40,000 £40,000
% change year-on-year
+2.50% -

Scala
Jobs Demand Trend in the North West

The demand trend of job ads across the North West region citing Scala as a proportion of all IT jobs with a match in the Programming Languages category.

Scala Jobs Demand Trend in the North West

Scala
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Scala across the North West region.

Scala Salary Trend in the North West

Scala
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Scala across the North West region over the 3 months to 29 June 2016.

Scala Salary Histogram in the North West

Scala
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the North West region over the 3 months to 29 June 2016. 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
(Click see detailed
statistics and trends)
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
Manchester +23 44 £50,000 -28.57% 3
Lancashire - 8 £45,250 - 2
Scala
England

Scala
Top 30 Related IT Skills in the North West

For the 6 months to 29 June 2016, 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 North West region with a requirement for Scala.

1 80 (88.89%) Java
2 67 (74.44%) Agile Software Development
3 36 (40.00%) C#
4 33 (36.67%) JavaScript
4 33 (36.67%) DevOps
5 31 (34.44%) Spring
6 30 (33.33%) Software Engineering
7 29 (32.22%) .NET
8 28 (31.11%) Scrum
9 26 (28.89%) NoSQL
10 25 (27.78%) MongoDB
10 25 (27.78%) Git (software)
10 25 (27.78%) Open Source
11 24 (26.67%) Python
12 20 (22.22%) Maven
12 20 (22.22%) BDD
13 19 (21.11%) Continuous Integration
14 18 (20.00%) Groovy
14 18 (20.00%) Big Data
14 18 (20.00%) Jenkins
14 18 (20.00%) TDD
15 17 (18.89%) Node.js
16 15 (16.67%) Play Framework
16 15 (16.67%) Microsoft Azure
16 15 (16.67%) Amazon AWS
16 15 (16.67%) Linux
16 15 (16.67%) SQL
17 14 (15.56%) Hadoop
17 14 (15.56%) Selenium
17 14 (15.56%) Puppet

Scala
Top Related IT Skills in the North West 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 7 (7.78%) OpenStack
2 5 (5.56%) Elasticsearch
3 4 (4.44%) Confluence
3 4 (4.44%) JBoss
4 3 (3.33%) Apache
4 3 (3.33%) Apache Spark
4 3 (3.33%) CMS
4 3 (3.33%) Sitecore CMS
4 3 (3.33%) WebLogic
5 1 (1.11%) Oracle BPEL
5 1 (1.11%) Tomcat
Applications
1 1 (1.11%) MS Excel
Cloud Services
1 15 (16.67%) Amazon AWS
1 15 (16.67%) Microsoft Azure
2 8 (8.89%) Cloud Computing
3 7 (7.78%) SaaS
4 1 (1.11%) GitHub
Communications & Networking
1 3 (3.33%) DSL
2 1 (1.11%) HTTP
Database & Business Intelligence
1 26 (28.89%) NoSQL
2 25 (27.78%) MongoDB
3 18 (20.00%) Big Data
4 14 (15.56%) Hadoop
5 8 (8.89%) Apache Cassandra
5 8 (8.89%) Neo4j
6 6 (6.67%) MySQL
7 5 (5.56%) Hazelcast
8 3 (3.33%) Relational Database
9 2 (2.22%) Apache Hive
9 2 (2.22%) Data Mining
9 2 (2.22%) Data Warehouse
9 2 (2.22%) RDBMS
9 2 (2.22%) Text Mining
10 1 (1.11%) HBase
10 1 (1.11%) Oracle Discoverer
10 1 (1.11%) Oracle Reports
10 1 (1.11%) OrientDB
10 1 (1.11%) SQL Server
Development Applications
1 25 (27.78%) Git (software)
2 20 (22.22%) Maven
3 18 (20.00%) Jenkins
4 14 (15.56%) Selenium
5 13 (14.44%) JUnit
6 12 (13.33%) Gradle
6 12 (13.33%) JIRA
7 8 (8.89%) Vagrant
8 7 (7.78%) Ranorex
8 7 (7.78%) SoapUI
9 4 (4.44%) Cucumber
9 4 (4.44%) Gatling
9 4 (4.44%) IntelliJ
9 4 (4.44%) Subversion
10 3 (3.33%) Eclipse
10 3 (3.33%) WebDriver
11 1 (1.11%) Atlassian Bamboo
11 1 (1.11%) NeoLoad
11 1 (1.11%) TeamCity
11 1 (1.11%) WebLOAD
General
1 9 (10.00%) Games
2 2 (2.22%) Finance
2 2 (2.22%) Retail
3 1 (1.11%) Advertising
Job Titles
1 46 (51.11%) Developer
2 27 (30.00%) Java Developer
3 23 (25.56%) Senior Developer
4 13 (14.44%) Agile Project Manager
4 13 (14.44%) Delivery Project Manager
4 13 (14.44%) Project Manager
4 13 (14.44%) Senior Java Developer
5 11 (12.22%) Consultant
6 10 (11.11%) Big Data Manager
6 10 (11.11%) Digital Agile Project Manager
6 10 (11.11%) Digital Delivery Manager
6 10 (11.11%) Digital Project Manager
6 10 (11.11%) Mobile Project Manager
6 10 (11.11%) Software Delivery Project Manager
6 10 (11.11%) Software Project Manager
7 9 (10.00%) Architect
7 9 (10.00%) Scala Developer
8 8 (8.89%) .NET Developer
8 8 (8.89%) C# Developer
8 8 (8.89%) Test Consultant
Libraries, Frameworks & Software Standards
1 31 (34.44%) Spring
2 29 (32.22%) .NET
3 17 (18.89%) Node.js
4 15 (16.67%) Play Framework
5 13 (14.44%) HTML
6 12 (13.33%) AngularJS
7 11 (12.22%) XML
8 10 (11.11%) CSS
8 10 (11.11%) HTML5
8 10 (11.11%) RESTful
9 9 (10.00%) REST
10 8 (8.89%) Akka
10 8 (8.89%) Grails
10 8 (8.89%) RabbitMQ
11 7 (7.78%) ActiveMQ
11 7 (7.78%) Apache Camel
11 7 (7.78%) Hibernate
11 7 (7.78%) J2EE
11 7 (7.78%) JSON
11 7 (7.78%) Spring MVC
Miscellaneous
1 4 (4.44%) Analytical Skills
1 4 (4.44%) Social Media
2 3 (3.33%) Algorithms
2 3 (3.33%) iPad
3 2 (2.22%) Computer Science
3 2 (2.22%) Data Structures
3 2 (2.22%) Hybrid Cloud
3 2 (2.22%) Mathematics
3 2 (2.22%) User Experience
4 1 (1.11%) Enterprise Software
4 1 (1.11%) Fintech
4 1 (1.11%) Physics
4 1 (1.11%) Statistics
4 1 (1.11%) Visualisation
Operating Systems
1 15 (16.67%) Linux
2 5 (5.56%) Android
2 5 (5.56%) Windows
3 4 (4.44%) Unix
4 2 (2.22%) CentOS
4 2 (2.22%) Red Hat Enterprise Linux
Processes & Methodologies
1 67 (74.44%) Agile Software Development
2 33 (36.67%) DevOps
3 30 (33.33%) Software Engineering
4 28 (31.11%) Scrum
5 25 (27.78%) Open Source
6 20 (22.22%) BDD
7 19 (21.11%) Continuous Integration
8 18 (20.00%) TDD
9 13 (14.44%) Software Delivery
10 11 (12.22%) Kanban
11 9 (10.00%) DSDM
11 9 (10.00%) Microservices
11 9 (10.00%) RUP
12 8 (8.89%) Software Testing
12 8 (8.89%) Test Automation
13 7 (7.78%) Coaching
13 7 (7.78%) Identity Access Management
13 7 (7.78%) Machine Learning
13 7 (7.78%) MVC
13 7 (7.78%) Service Management
Programming Languages
1 80 (88.89%) Java
2 36 (40.00%) C#
3 33 (36.67%) JavaScript
4 24 (26.67%) Python
5 18 (20.00%) Groovy
6 15 (16.67%) SQL
7 11 (12.22%) Ruby
8 7 (7.78%) Clojure
9 6 (6.67%) C
10 5 (5.56%) C++
11 3 (3.33%) PHP
12 2 (2.22%) Perl
12 2 (2.22%) PL/SQL
12 2 (2.22%) R
13 1 (1.11%) Bash Shell
13 1 (1.11%) Go
13 1 (1.11%) Shell Script
Qualifications
1 4 (4.44%) Degree
2 1 (1.11%) DV Cleared
2 1 (1.11%) PhD
2 1 (1.11%) SC Cleared
2 1 (1.11%) Security Cleared
Quality Assurance & Compliance
1 1 (1.11%) QA
System Software
1 6 (6.67%) Docker
2 2 (2.22%) HDFS
Systems Management
1 14 (15.56%) Puppet
2 7 (7.78%) Grafana
2 7 (7.78%) Graphite
2 7 (7.78%) Packer
2 7 (7.78%) Terraform
2 7 (7.78%) Uchiwa
3 2 (2.22%) Red Hat Spacewalk
Vendors
1 8 (8.89%) Atlassian
1 8 (8.89%) Google
1 8 (8.89%) Oracle
2 7 (7.78%) MuleSoft
2 7 (7.78%) WSO2
3 3 (3.33%) EPiServer
3 3 (3.33%) Sitecore
3 3 (3.33%) webMethods
4 2 (2.22%) Red Hat
5 1 (1.11%) Cloudera
5 1 (1.11%) Microsoft
5 1 (1.11%) SOASTA, Inc
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