Period
to 22 April 2018

The following table provides summary statistics for permanent job vacancies advertised in West Yorkshire 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 22 April 2018 with a comparison to the same period in the previous 2 years.

Scala
Yorkshire > West Yorkshire
6 months to
22 Apr 2018
Same period 2017 Same period 2016
Rank 185 228 251
Rank change year-on-year +43 +23 +61
Permanent jobs citing Scala 81 45 52
As % of all permanent IT jobs advertised in West Yorkshire 1.13% 0.63% 0.60%
As % of the Programming Languages category 2.21% 1.20% 1.13%
Number of salaries quoted 59 34 38
West Yorkshire median annual salary £50,000 £50,000 £52,500
Median salary % change year-on-year - -4.76% +75.00%
10th Percentile £38,750 £36,884 £40,250
90th Percentile £67,000 £69,625 £80,000
Yorkshire median annual salary £50,000 £60,000 £50,000
% change year-on-year -16.67% +20.00% +35.14%

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 West Yorkshire with a requirement for coding skills.

All Programming Languages
West Yorkshire
Permanent vacancies with a requirement for coding skills 3,662 3,736 4,598
As % of all permanent IT jobs advertised in West Yorkshire 51.27% 52.60% 53.32%
Number of salaries quoted 3,265 3,313 3,870
West Yorkshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £27,500 £27,500 £27,500
90th Percentile £60,000 £60,000 £57,500
Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

Scala
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Scala in West Yorkshire

Scala
Salary Trend in West Yorkshire

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

Salary trend for Scala in West Yorkshire

Scala
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Scala in West Yorkshire over the 6 months to 22 April 2018.

Salary histogram for Scala in West Yorkshire

Scala
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the West Yorkshire region over the 6 months to 22 April 2018. 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
Leeds +42 81 £50,000 - 9
Scala
Yorkshire

For the 6 months to 22 April 2018, 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 West Yorkshire region with a requirement for Scala.

1 75 (92.59%) Java
2 74 (91.36%) Agile Software Development
3 45 (55.56%) TDD
4 43 (53.09%) PHP
5 38 (46.91%) Go
6 37 (45.68%) React
7 36 (44.44%) MySQL
8 35 (43.21%) BDD
9 31 (38.27%) Spring
9 31 (38.27%) Spring Boot
10 30 (37.04%) MongoDB
11 28 (34.57%) Software Engineering
12 27 (33.33%) C#
12 27 (33.33%) Python
12 27 (33.33%) Docker
13 26 (32.10%) DevOps
13 26 (32.10%) Kubernetes
14 25 (30.86%) Retail
14 25 (30.86%) Finance
15 24 (29.63%) Oracle
15 24 (29.63%) Continuous Integration
16 23 (28.40%) JavaScript
16 23 (28.40%) Jenkins
17 22 (27.16%) AngularJS
18 20 (24.69%) Apache Cassandra
18 20 (24.69%) Node.js
19 19 (23.46%) CSS
19 19 (23.46%) HTML
19 19 (23.46%) Dropwizard
20 18 (22.22%) Open Source

Scala
Co-occurring IT Skills in West Yorkshire 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 1 (1.23%) BizTalk Server
1 1 (1.23%) Tomcat
Cloud Services
1 11 (13.58%) Amazon AWS
2 6 (7.41%) G Suite
2 6 (7.41%) Office 365
2 6 (7.41%) Slack
3 1 (1.23%) Google Cloud Platform
3 1 (1.23%) Loggly
3 1 (1.23%) Microsoft Azure
3 1 (1.23%) Sumo Logic
Database & Business Intelligence
1 36 (44.44%) MySQL
2 30 (37.04%) MongoDB
3 20 (24.69%) Apache Cassandra
4 10 (12.35%) Riak
5 7 (8.64%) Hadoop
5 7 (8.64%) NoSQL
6 6 (7.41%) Apache Hive
6 6 (7.41%) Big Data
6 6 (7.41%) Data Lake
6 6 (7.41%) Data Warehouse
6 6 (7.41%) HBase
6 6 (7.41%) Impala
6 6 (7.41%) MOLAP
6 6 (7.41%) OLAP
6 6 (7.41%) ROLAP
6 6 (7.41%) Sqoop
7 1 (1.23%) Redis
7 1 (1.23%) Relational Database
Development Applications
1 23 (28.40%) Jenkins
2 16 (19.75%) Atlassian Bamboo
2 16 (19.75%) Buildbot
2 16 (19.75%) Cucumber
2 16 (19.75%) Ranorex
2 16 (19.75%) Selenium
3 12 (14.81%) Appium
3 12 (14.81%) SoapUI
4 9 (11.11%) Gatling
4 9 (11.11%) JMeter
4 9 (11.11%) NeoLoad
4 9 (11.11%) WATIR
4 9 (11.11%) WebLOAD
5 4 (4.94%) Maven
6 3 (3.70%) Git (software)
7 1 (1.23%) CA Release Automation
General
1 25 (30.86%) Finance
1 25 (30.86%) Retail
2 11 (13.58%) Multimedia
3 10 (12.35%) Legal
Job Titles
1 55 (67.90%) Developer
2 36 (44.44%) Java Developer
3 16 (19.75%) Developer in Test
4 13 (16.05%) Architect
5 12 (14.81%) Senior Developer
6 11 (13.58%) Consultant
6 11 (13.58%) Engineering Manager
6 11 (13.58%) Software Engineering Manager
6 11 (13.58%) Software Manager
7 10 (12.35%) .NET Developer
7 10 (12.35%) Agile Developer
7 10 (12.35%) Agile Java Developer
7 10 (12.35%) Java Consultant
7 10 (12.35%) Java Developer in Test
7 10 (12.35%) SC Cleared Java Developer
7 10 (12.35%) Test Automation Consultant
7 10 (12.35%) Test Automation Developer
7 10 (12.35%) Test Consultant
8 9 (11.11%) Lead Developer
8 9 (11.11%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 37 (45.68%) React
2 31 (38.27%) Spring
2 31 (38.27%) Spring Boot
3 22 (27.16%) AngularJS
4 20 (24.69%) Node.js
5 19 (23.46%) CSS
5 19 (23.46%) Dropwizard
5 19 (23.46%) HTML
6 13 (16.05%) Kafka
7 11 (13.58%) .NET
8 9 (11.11%) ASP.NET
8 9 (11.11%) ASP.NET MVC
9 8 (9.88%) RabbitMQ
10 7 (8.64%) JSON
10 7 (8.64%) REST
10 7 (8.64%) SOAP
10 7 (8.64%) XML
11 6 (7.41%) XSD
12 3 (3.70%) jQuery
13 2 (2.47%) Web Services
Miscellaneous
1 6 (7.41%) Replication
1 6 (7.41%) Taxonomies
Processes & Methodologies
1 74 (91.36%) Agile Software Development
2 45 (55.56%) TDD
3 35 (43.21%) BDD
4 28 (34.57%) Software Engineering
5 26 (32.10%) DevOps
6 24 (29.63%) Continuous Integration
7 18 (22.22%) Open Source
8 17 (20.99%) DSDM
8 17 (20.99%) Kanban
8 17 (20.99%) Scrum
8 17 (20.99%) SDLC
9 16 (19.75%) Software Testing
9 16 (19.75%) Test Automation
10 11 (13.58%) Microservices
11 10 (12.35%) Mentoring
11 10 (12.35%) MVC
12 9 (11.11%) OOP
13 7 (8.64%) ETL
13 7 (8.64%) Stakeholder Management
14 6 (7.41%) UML
Programming Languages
1 75 (92.59%) Java
2 43 (53.09%) PHP
3 38 (46.91%) Go
4 27 (33.33%) C#
4 27 (33.33%) Python
5 23 (28.40%) JavaScript
6 17 (20.99%) C++
6 17 (20.99%) Ruby
7 16 (19.75%) C
8 11 (13.58%) Java 8
9 10 (12.35%) Kotlin
10 6 (7.41%) R
11 1 (1.23%) Bash Shell
11 1 (1.23%) PL/SQL
11 1 (1.23%) SQL
11 1 (1.23%) T-SQL
Qualifications
1 10 (12.35%) SC Cleared
1 10 (12.35%) Security Cleared
2 3 (3.70%) AWS Certification
Quality Assurance & Compliance
1 9 (11.11%) QA
System Software
1 27 (33.33%) Docker
2 6 (7.41%) Apache Flume
2 6 (7.41%) HDFS
Systems Management
1 26 (32.10%) Kubernetes
2 8 (9.88%) Opscode Chef
3 6 (7.41%) Oozie
4 1 (1.23%) Cobbler
4 1 (1.23%) Nagios
4 1 (1.23%) Prometheus
4 1 (1.23%) Puppet
4 1 (1.23%) Rancher
4 1 (1.23%) Terraform
4 1 (1.23%) Tivoli
4 1 (1.23%) ZABBIX
Vendors
1 24 (29.63%) Oracle
2 7 (8.64%) Google
3 6 (7.41%) Microsoft
4 1 (1.23%) New Relic
4 1 (1.23%) Rackspace
4 1 (1.23%) Splunk