Period
to 18 July 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 18 July 2018 with a comparison to the same period in the previous 2 years.

Scala
Yorkshire > West Yorkshire
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 178 229 220
Rank change year-on-year +51 -9 +70
Permanent jobs citing Scala 78 52 75
As % of all permanent IT jobs advertised in West Yorkshire 1.20% 0.73% 0.91%
As % of the Programming Languages category 2.26% 1.37% 1.80%
Number of salaries quoted 59 42 53
West Yorkshire median annual salary £50,000 £52,500 £60,000
Median salary % change year-on-year -4.76% -12.50% +20.00%
10th Percentile £38,750 £37,586 £42,500
90th Percentile £63,400 £69,875 £96,000
Yorkshire median annual salary £50,000 £60,000 £53,750
% change year-on-year -16.67% +11.63% +1.90%

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 3,454 3,797 4,168
As % of all permanent IT jobs advertised in West Yorkshire 52.97% 53.27% 50.30%
Number of salaries quoted 3,019 3,328 3,549
West Yorkshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £27,950 £27,500 £27,000
90th Percentile £61,250 £60,000 £57,500
Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

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 18 July 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 18 July 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 +47 78 £50,000 -4.76% 12
Scala
Yorkshire

For the 6 months to 18 July 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 77 (98.72%) Agile Software Development
2 70 (89.74%) Java
3 44 (56.41%) MySQL
4 43 (55.13%) TDD
5 39 (50.00%) Spring
5 39 (50.00%) Spring Boot
6 37 (47.44%) MongoDB
7 31 (39.74%) Docker
8 29 (37.18%) Kubernetes
9 28 (35.90%) PHP
10 27 (34.62%) Oracle
10 27 (34.62%) Python
10 27 (34.62%) BDD
11 26 (33.33%) Amazon AWS
11 26 (33.33%) C#
11 26 (33.33%) DevOps
12 24 (30.77%) JavaScript
13 23 (29.49%) Retail
13 23 (29.49%) Finance
13 23 (29.49%) Continuous Integration
13 23 (29.49%) AngularJS
14 22 (28.21%) Jenkins
14 22 (28.21%) Go
15 21 (26.92%) Microservices
15 21 (26.92%) Java 8
16 20 (25.64%) React
16 20 (25.64%) Apache Cassandra
17 19 (24.36%) Node.js
17 19 (24.36%) Kafka
18 18 (23.08%) Riak

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 3 (3.85%) Apache Spark
2 2 (2.56%) BizTalk Server
2 2 (2.56%) Tomcat
3 1 (1.28%) Apache Pig
Cloud Services
1 26 (33.33%) Amazon AWS
2 7 (8.97%) Microsoft Azure
3 6 (7.69%) G Suite
3 6 (7.69%) Office 365
3 6 (7.69%) Slack
4 2 (2.56%) Google Cloud Platform
4 2 (2.56%) Loggly
4 2 (2.56%) Sumo Logic
5 1 (1.28%) Amazon EC2
5 1 (1.28%) Amazon EMR
5 1 (1.28%) Amazon Kinesis
5 1 (1.28%) Amazon S3
5 1 (1.28%) AWS Lambda
5 1 (1.28%) GitHub
5 1 (1.28%) Serverless
Database & Business Intelligence
1 44 (56.41%) MySQL
2 37 (47.44%) MongoDB
3 20 (25.64%) Apache Cassandra
4 18 (23.08%) Riak
5 12 (15.38%) NoSQL
6 11 (14.10%) Hadoop
7 9 (11.54%) Apache Hive
8 8 (10.26%) HBase
9 7 (8.97%) Big Data
9 7 (8.97%) Sqoop
10 6 (7.69%) Data Lake
10 6 (7.69%) Data Warehouse
10 6 (7.69%) Impala
10 6 (7.69%) MOLAP
10 6 (7.69%) OLAP
10 6 (7.69%) ROLAP
11 2 (2.56%) Pentaho
11 2 (2.56%) Redis
11 2 (2.56%) Relational Database
12 1 (1.28%) Amazon Redshift
Development Applications
1 22 (28.21%) Jenkins
2 10 (12.82%) Atlassian Bamboo
2 10 (12.82%) Buildbot
2 10 (12.82%) Cucumber
2 10 (12.82%) Ranorex
2 10 (12.82%) Selenium
3 9 (11.54%) Appium
3 9 (11.54%) Gatling
3 9 (11.54%) JMeter
3 9 (11.54%) NeoLoad
3 9 (11.54%) SoapUI
3 9 (11.54%) WATIR
3 9 (11.54%) WebLOAD
4 8 (10.26%) Maven
5 7 (8.97%) Git (software)
6 2 (2.56%) CA Release Automation
7 1 (1.28%) Mercurial
General
1 23 (29.49%) Finance
1 23 (29.49%) Retail
2 4 (5.13%) Legal
3 3 (3.85%) Multimedia
4 2 (2.56%) Marketing
Job Titles
1 63 (80.77%) Developer
2 36 (46.15%) Java Developer
3 14 (17.95%) .NET Developer
3 14 (17.95%) Senior Developer
4 13 (16.67%) Mid-Level .NET Developer
4 13 (16.67%) Senior .NET Developer
5 12 (15.38%) Java Scala Developer
5 12 (15.38%) Scala Developer
6 10 (12.82%) Developer in Test
6 10 (12.82%) Lead Developer
7 6 (7.69%) Architect
7 6 (7.69%) Consultant
7 6 (7.69%) Data Architect
7 6 (7.69%) Full Stack Developer
7 6 (7.69%) Lead Software Developer
7 6 (7.69%) Software Developer
8 4 (5.13%) Agile Developer
8 4 (5.13%) Java Developer in Test
8 4 (5.13%) SC Cleared Java Developer
8 4 (5.13%) Test Automation Developer
Libraries, Frameworks & Software Standards
1 39 (50.00%) Spring
1 39 (50.00%) Spring Boot
2 23 (29.49%) AngularJS
3 20 (25.64%) React
4 19 (24.36%) Kafka
4 19 (24.36%) Node.js
5 17 (21.79%) CSS
5 17 (21.79%) Dropwizard
5 17 (21.79%) HTML
6 16 (20.51%) .NET
7 14 (17.95%) RabbitMQ
8 13 (16.67%) ASP.NET
8 13 (16.67%) ASP.NET MVC
9 9 (11.54%) REST
10 8 (10.26%) JSON
10 8 (10.26%) SOAP
10 8 (10.26%) XML
11 6 (7.69%) jQuery
11 6 (7.69%) XSD
12 5 (6.41%) Web Services
Miscellaneous
1 6 (7.69%) Replication
1 6 (7.69%) Taxonomies
2 5 (6.41%) Greenfield Project
3 1 (1.28%) Cloud Native
3 1 (1.28%) Enterprise Cloud
Operating Systems
1 1 (1.28%) Linux
Processes & Methodologies
1 77 (98.72%) Agile Software Development
2 43 (55.13%) TDD
3 27 (34.62%) BDD
4 26 (33.33%) DevOps
5 23 (29.49%) Continuous Integration
6 21 (26.92%) Microservices
7 15 (19.23%) MVC
7 15 (19.23%) Software Engineering
8 14 (17.95%) OOP
9 11 (14.10%) DSDM
9 11 (14.10%) ETL
9 11 (14.10%) Kanban
9 11 (14.10%) Mentoring
9 11 (14.10%) Scrum
10 10 (12.82%) Software Testing
10 10 (12.82%) Test Automation
11 9 (11.54%) SDLC
12 8 (10.26%) MapReduce
13 7 (8.97%) Analytics
13 7 (8.97%) Data Science
Programming Languages
1 70 (89.74%) Java
2 28 (35.90%) PHP
3 27 (34.62%) Python
4 26 (33.33%) C#
5 24 (30.77%) JavaScript
6 22 (28.21%) Go
7 21 (26.92%) Java 8
8 18 (23.08%) Kotlin
9 12 (15.38%) C++
9 12 (15.38%) Ruby
10 10 (12.82%) C
11 7 (8.97%) R
12 3 (3.85%) SQL
13 2 (2.56%) Bash Shell
13 2 (2.56%) PL/SQL
13 2 (2.56%) T-SQL
14 1 (1.28%) Clojure
14 1 (1.28%) Groovy
Qualifications
1 6 (7.69%) AWS Certification
2 4 (5.13%) SC Cleared
2 4 (5.13%) Security Cleared
Quality Assurance & Compliance
1 15 (19.23%) QA
System Software
1 31 (39.74%) Docker
2 7 (8.97%) HDFS
3 6 (7.69%) Apache Flume
4 1 (1.28%) Virtual Machines
Systems Management
1 29 (37.18%) Kubernetes
2 14 (17.95%) Opscode Chef
3 7 (8.97%) Oozie
4 2 (2.56%) Cobbler
4 2 (2.56%) Nagios
4 2 (2.56%) Prometheus
4 2 (2.56%) Puppet
4 2 (2.56%) Rancher
4 2 (2.56%) Terraform
4 2 (2.56%) Tivoli
4 2 (2.56%) ZABBIX
Vendors
1 27 (34.62%) Oracle
2 11 (14.10%) Microsoft
3 8 (10.26%) Google
4 2 (2.56%) Informatica
4 2 (2.56%) New Relic
4 2 (2.56%) Rackspace
4 2 (2.56%) Splunk
4 2 (2.56%) Talend