Period
to 15 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 15 August 2018 with a comparison to the same period in the previous 2 years.

Scala
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 134 186 178
Rank change year-on-year +52 -8 +66
Permanent jobs citing Scala 73 51 74
As % of all permanent IT jobs advertised in Leeds 1.62% 1.03% 1.27%
As % of the Programming Languages category 2.92% 1.87% 2.46%
Number of salaries quoted 53 42 55
Leeds median annual salary £50,000 £52,500 £60,000
Median salary % change year-on-year -4.76% -12.50% -7.69%
10th Percentile £38,750 £37,750 £43,000
90th Percentile £57,500 £68,750 £92,000
West Yorkshire median annual salary £50,000 £52,500 £60,000
% change year-on-year -4.76% -12.50% +14.83%

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 Leeds with a requirement for coding skills.

All Programming Languages
Leeds
Permanent vacancies with a requirement for coding skills 2,497 2,729 3,009
As % of all permanent IT jobs advertised in Leeds 55.49% 54.98% 51.68%
Number of salaries quoted 2,139 2,383 2,544
Leeds median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -
10th Percentile £28,950 £27,500 £27,000
90th Percentile £63,500 £61,250 £58,750
West Yorkshire median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

Scala
Job Vacancy Trend in Leeds

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

Job vacancy trend for Scala in Leeds

Scala
Salary Trend in Leeds

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

Salary trend for Scala in Leeds

Scala
Salary Histogram in Leeds

The salary distribution of IT jobs citing Scala in Leeds over the 6 months to 15 August 2018.

Salary histogram for Scala in Leeds

For the 6 months to 15 August 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 Leeds region with a requirement for Scala.

1 72 (98.63%) Agile Software Development
2 66 (90.41%) Java
3 43 (58.90%) TDD
4 39 (53.42%) MySQL
5 36 (49.32%) Spring
5 36 (49.32%) Spring Boot
6 34 (46.58%) MongoDB
7 28 (38.36%) BDD
7 28 (38.36%) Docker
8 27 (36.99%) C#
8 27 (36.99%) Python
9 26 (35.62%) PHP
9 26 (35.62%) Oracle
9 26 (35.62%) Kubernetes
10 24 (32.88%) JavaScript
10 24 (32.88%) Amazon AWS
11 23 (31.51%) Continuous Integration
12 22 (30.14%) Retail
12 22 (30.14%) Finance
12 22 (30.14%) DevOps
12 22 (30.14%) AngularJS
12 22 (30.14%) Jenkins
13 19 (26.03%) Go
13 19 (26.03%) Microservices
13 19 (26.03%) Java 8
14 18 (24.66%) React
14 18 (24.66%) Node.js
14 18 (24.66%) Apache Cassandra
15 16 (21.92%) HTML
15 16 (21.92%) CSS

Scala
Co-occurring IT Skills in Leeds 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 (4.11%) Apache Spark
2 2 (2.74%) BizTalk Server
2 2 (2.74%) Tomcat
3 1 (1.37%) Apache Pig
Cloud Services
1 24 (32.88%) Amazon AWS
2 10 (13.70%) G Suite
2 10 (13.70%) Office 365
2 10 (13.70%) Slack
3 7 (9.59%) Microsoft Azure
4 2 (2.74%) Google Cloud Platform
4 2 (2.74%) Loggly
4 2 (2.74%) Sumo Logic
5 1 (1.37%) Amazon EC2
5 1 (1.37%) Amazon EMR
5 1 (1.37%) Amazon Kinesis
5 1 (1.37%) Amazon S3
5 1 (1.37%) AWS Lambda
5 1 (1.37%) GitHub
5 1 (1.37%) Serverless
Database & Business Intelligence
1 39 (53.42%) MySQL
2 34 (46.58%) MongoDB
3 18 (24.66%) Apache Cassandra
4 16 (21.92%) Riak
5 10 (13.70%) NoSQL
6 9 (12.33%) Hadoop
7 7 (9.59%) Apache Hive
8 6 (8.22%) HBase
9 5 (6.85%) Big Data
9 5 (6.85%) Sqoop
10 4 (5.48%) Data Lake
10 4 (5.48%) Data Warehouse
10 4 (5.48%) Impala
10 4 (5.48%) MOLAP
10 4 (5.48%) OLAP
10 4 (5.48%) ROLAP
11 2 (2.74%) Pentaho
11 2 (2.74%) Redis
11 2 (2.74%) Relational Database
12 1 (1.37%) Amazon Redshift
Development Applications
1 22 (30.14%) Jenkins
2 12 (16.44%) Atlassian Bamboo
2 12 (16.44%) Buildbot
2 12 (16.44%) Cucumber
2 12 (16.44%) Ranorex
2 12 (16.44%) Selenium
3 11 (15.07%) Appium
3 11 (15.07%) SoapUI
4 10 (13.70%) Gatling
4 10 (13.70%) JMeter
4 10 (13.70%) NeoLoad
4 10 (13.70%) WATIR
4 10 (13.70%) WebLOAD
5 8 (10.96%) Maven
6 7 (9.59%) Git (software)
7 2 (2.74%) CA Release Automation
8 1 (1.37%) Mercurial
General
1 22 (30.14%) Finance
1 22 (30.14%) Retail
2 2 (2.74%) Marketing
3 1 (1.37%) Legal
3 1 (1.37%) Multimedia
Job Titles
1 60 (82.19%) Developer
2 31 (42.47%) Java Developer
3 13 (17.81%) Senior Developer
4 12 (16.44%) .NET Developer
5 11 (15.07%) Developer in Test
5 11 (15.07%) Lead Developer
5 11 (15.07%) Mid-Level .NET Developer
5 11 (15.07%) Senior .NET Developer
6 10 (13.70%) Java Scala Developer
6 10 (13.70%) Lead Software Developer
6 10 (13.70%) Scala Developer
6 10 (13.70%) Software Developer
7 6 (8.22%) Full Stack Developer
8 4 (5.48%) Architect
8 4 (5.48%) Data Architect
8 4 (5.48%) Lead Architect
8 4 (5.48%) Lead Data Architect
9 3 (4.11%) Consultant
9 3 (4.11%) Software Engineer
10 2 (2.74%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 36 (49.32%) Spring
1 36 (49.32%) Spring Boot
2 22 (30.14%) AngularJS
3 18 (24.66%) Node.js
3 18 (24.66%) React
4 16 (21.92%) CSS
4 16 (21.92%) Dropwizard
4 16 (21.92%) HTML
5 15 (20.55%) .NET
5 15 (20.55%) Kafka
6 12 (16.44%) RabbitMQ
7 11 (15.07%) ASP.NET
7 11 (15.07%) ASP.NET MVC
8 7 (9.59%) REST
9 6 (8.22%) jQuery
9 6 (8.22%) JSON
9 6 (8.22%) SOAP
9 6 (8.22%) XML
10 5 (6.85%) Web Services
11 4 (5.48%) XSD
Miscellaneous
1 5 (6.85%) Greenfield Project
2 4 (5.48%) Replication
2 4 (5.48%) Taxonomies
3 1 (1.37%) Analytical Skills
3 1 (1.37%) Cloud Native
3 1 (1.37%) Enterprise Cloud
Operating Systems
1 1 (1.37%) Linux
Processes & Methodologies
1 72 (98.63%) Agile Software Development
2 43 (58.90%) TDD
3 28 (38.36%) BDD
4 23 (31.51%) Continuous Integration
5 22 (30.14%) DevOps
6 19 (26.03%) Microservices
7 15 (20.55%) Software Engineering
8 13 (17.81%) DSDM
8 13 (17.81%) Kanban
8 13 (17.81%) MVC
8 13 (17.81%) Scrum
9 12 (16.44%) Mentoring
9 12 (16.44%) OOP
9 12 (16.44%) Software Testing
9 12 (16.44%) Test Automation
10 10 (13.70%) SDET
11 9 (12.33%) ETL
12 6 (8.22%) Analytics
12 6 (8.22%) MapReduce
12 6 (8.22%) Software Delivery
Programming Languages
1 66 (90.41%) Java
2 27 (36.99%) C#
2 27 (36.99%) Python
3 26 (35.62%) PHP
4 24 (32.88%) JavaScript
5 19 (26.03%) Go
5 19 (26.03%) Java 8
6 16 (21.92%) Kotlin
7 14 (19.18%) C++
7 14 (19.18%) Ruby
8 12 (16.44%) C
9 5 (6.85%) R
10 3 (4.11%) SQL
11 2 (2.74%) Bash Shell
11 2 (2.74%) PL/SQL
11 2 (2.74%) T-SQL
12 1 (1.37%) Clojure
12 1 (1.37%) Groovy
Qualifications
1 6 (8.22%) AWS Certification
2 1 (1.37%) SC Cleared
2 1 (1.37%) Security Cleared
Quality Assurance & Compliance
1 14 (19.18%) QA
System Software
1 28 (38.36%) Docker
2 5 (6.85%) HDFS
3 4 (5.48%) Apache Flume
4 1 (1.37%) Virtual Machines
Systems Management
1 26 (35.62%) Kubernetes
2 12 (16.44%) Opscode Chef
3 5 (6.85%) Oozie
4 2 (2.74%) Cobbler
4 2 (2.74%) Nagios
4 2 (2.74%) Prometheus
4 2 (2.74%) Puppet
4 2 (2.74%) Rancher
4 2 (2.74%) Terraform
4 2 (2.74%) Tivoli
4 2 (2.74%) ZABBIX
Vendors
1 26 (35.62%) Oracle
2 12 (16.44%) Google
3 9 (12.33%) Microsoft
4 2 (2.74%) Informatica
4 2 (2.74%) New Relic
4 2 (2.74%) Rackspace
4 2 (2.74%) Splunk
4 2 (2.74%) Talend