Period
to 19 June 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 19 June 2018 with a comparison to the same period in the previous 2 years.

Scala
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 132 184 203
Rank change year-on-year +52 +19 +57
Permanent jobs citing Scala 83 44 59
As % of all permanent IT jobs advertised in Leeds 1.76% 0.87% 0.95%
As % of the Programming Languages category 3.15% 1.57% 1.82%
Number of salaries quoted 61 36 41
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 £38,682 £42,500
90th Percentile £67,000 £70,000 £80,000
West Yorkshire median annual salary £50,000 £52,500 £60,000
% change year-on-year -4.76% -12.50% +22.45%

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 2,632 2,811 3,250
As % of all permanent IT jobs advertised in Leeds 55.69% 55.62% 52.41%
Number of salaries quoted 2,306 2,469 2,702
Leeds median annual salary £45,000 £43,500 £40,000
Median salary % change year-on-year +3.45% +8.75% -
10th Percentile £29,875 £27,500 £27,050
90th Percentile £62,500 £61,250 £58,750
West Yorkshire median annual salary £44,500 £42,500 £40,000
% change year-on-year +4.71% +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 19 June 2018.

Salary histogram for Scala in Leeds

For the 6 months to 19 June 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 81 (97.59%) Agile Software Development
2 75 (90.36%) Java
3 48 (57.83%) TDD
4 44 (53.01%) MySQL
5 38 (45.78%) Spring
5 38 (45.78%) Spring Boot
6 36 (43.37%) MongoDB
7 34 (40.96%) PHP
8 32 (38.55%) BDD
9 31 (37.35%) Docker
10 29 (34.94%) Kubernetes
10 29 (34.94%) C#
10 29 (34.94%) Python
11 28 (33.73%) Oracle
11 28 (33.73%) Go
12 26 (31.33%) React
12 26 (31.33%) Retail
12 26 (31.33%) Finance
13 25 (30.12%) JavaScript
14 24 (28.92%) Continuous Integration
14 24 (28.92%) DevOps
14 24 (28.92%) AngularJS
15 23 (27.71%) Jenkins
16 21 (25.30%) Amazon AWS
16 21 (25.30%) Node.js
17 20 (24.10%) Apache Cassandra
17 20 (24.10%) Software Engineering
18 19 (22.89%) CSS
18 19 (22.89%) HTML
18 19 (22.89%) Dropwizard

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 2 (2.41%) Apache Spark
1 2 (2.41%) BizTalk Server
1 2 (2.41%) Tomcat
Cloud Services
1 21 (25.30%) Amazon AWS
2 6 (7.23%) Microsoft Azure
3 3 (3.61%) G Suite
3 3 (3.61%) Office 365
3 3 (3.61%) Slack
4 2 (2.41%) Google Cloud Platform
4 2 (2.41%) Loggly
4 2 (2.41%) Sumo Logic
5 1 (1.20%) GitHub
Database & Business Intelligence
1 44 (53.01%) MySQL
2 36 (43.37%) MongoDB
3 20 (24.10%) Apache Cassandra
4 15 (18.07%) Riak
5 10 (12.05%) Hadoop
5 10 (12.05%) NoSQL
6 8 (9.64%) Apache Hive
6 8 (9.64%) HBase
7 6 (7.23%) Big Data
7 6 (7.23%) Data Lake
7 6 (7.23%) Data Warehouse
7 6 (7.23%) Impala
7 6 (7.23%) MOLAP
7 6 (7.23%) OLAP
7 6 (7.23%) ROLAP
7 6 (7.23%) Sqoop
8 2 (2.41%) Pentaho
8 2 (2.41%) Redis
8 2 (2.41%) Relational Database
Development Applications
1 23 (27.71%) Jenkins
2 13 (15.66%) Atlassian Bamboo
2 13 (15.66%) Buildbot
2 13 (15.66%) Cucumber
2 13 (15.66%) Ranorex
2 13 (15.66%) Selenium
3 9 (10.84%) Appium
3 9 (10.84%) Gatling
3 9 (10.84%) JMeter
3 9 (10.84%) NeoLoad
3 9 (10.84%) SoapUI
3 9 (10.84%) WATIR
3 9 (10.84%) WebLOAD
4 7 (8.43%) Maven
5 6 (7.23%) Git (software)
6 2 (2.41%) CA Release Automation
7 1 (1.20%) Mercurial
General
1 26 (31.33%) Finance
1 26 (31.33%) Retail
2 10 (12.05%) Legal
3 5 (6.02%) Multimedia
4 2 (2.41%) Marketing
Job Titles
1 64 (77.11%) Developer
2 42 (50.60%) Java Developer
3 14 (16.87%) .NET Developer
4 13 (15.66%) Developer in Test
4 13 (15.66%) Senior .NET Developer
4 13 (15.66%) Senior Developer
5 12 (14.46%) Consultant
5 12 (14.46%) Mid-Level .NET Developer
6 10 (12.05%) Agile Developer
6 10 (12.05%) Agile Java Developer
6 10 (12.05%) Java Consultant
6 10 (12.05%) Java Developer in Test
6 10 (12.05%) Java Scala Developer
6 10 (12.05%) Lead Developer
6 10 (12.05%) SC Cleared Java Developer
6 10 (12.05%) Scala Developer
6 10 (12.05%) Test Automation Consultant
6 10 (12.05%) Test Automation Developer
6 10 (12.05%) Test Consultant
7 8 (9.64%) Architect
Libraries, Frameworks & Software Standards
1 38 (45.78%) Spring
1 38 (45.78%) Spring Boot
2 26 (31.33%) React
3 24 (28.92%) AngularJS
4 21 (25.30%) Node.js
5 19 (22.89%) CSS
5 19 (22.89%) Dropwizard
5 19 (22.89%) HTML
6 16 (19.28%) .NET
6 16 (19.28%) Kafka
7 13 (15.66%) ASP.NET
7 13 (15.66%) ASP.NET MVC
8 12 (14.46%) RabbitMQ
9 8 (9.64%) JSON
9 8 (9.64%) REST
9 8 (9.64%) SOAP
9 8 (9.64%) XML
10 6 (7.23%) XSD
11 5 (6.02%) jQuery
12 4 (4.82%) Web Services
Miscellaneous
1 6 (7.23%) Replication
1 6 (7.23%) Taxonomies
2 4 (4.82%) Greenfield Project
Processes & Methodologies
1 81 (97.59%) Agile Software Development
2 48 (57.83%) TDD
3 32 (38.55%) BDD
4 24 (28.92%) Continuous Integration
4 24 (28.92%) DevOps
5 20 (24.10%) Software Engineering
6 18 (21.69%) Microservices
7 15 (18.07%) MVC
8 14 (16.87%) DSDM
8 14 (16.87%) Kanban
8 14 (16.87%) OOP
8 14 (16.87%) Scrum
9 13 (15.66%) Software Testing
9 13 (15.66%) Test Automation
10 11 (13.25%) Mentoring
10 11 (13.25%) SDLC
11 10 (12.05%) ETL
12 8 (9.64%) MapReduce
12 8 (9.64%) Open Source
13 6 (7.23%) Data Analytics
Programming Languages
1 75 (90.36%) Java
2 34 (40.96%) PHP
3 29 (34.94%) C#
3 29 (34.94%) Python
4 28 (33.73%) Go
5 25 (30.12%) JavaScript
6 18 (21.69%) Java 8
7 15 (18.07%) C++
7 15 (18.07%) Kotlin
7 15 (18.07%) Ruby
8 13 (15.66%) C
9 6 (7.23%) R
10 2 (2.41%) Bash Shell
10 2 (2.41%) PL/SQL
10 2 (2.41%) SQL
10 2 (2.41%) T-SQL
11 1 (1.20%) Clojure
11 1 (1.20%) Groovy
Qualifications
1 10 (12.05%) SC Cleared
1 10 (12.05%) Security Cleared
2 5 (6.02%) AWS Certification
Quality Assurance & Compliance
1 15 (18.07%) QA
System Software
1 31 (37.35%) Docker
2 6 (7.23%) Apache Flume
2 6 (7.23%) HDFS
3 1 (1.20%) Virtual Machines
Systems Management
1 29 (34.94%) Kubernetes
2 12 (14.46%) Opscode Chef
3 6 (7.23%) Oozie
4 2 (2.41%) Cobbler
4 2 (2.41%) Nagios
4 2 (2.41%) Prometheus
4 2 (2.41%) Puppet
4 2 (2.41%) Rancher
4 2 (2.41%) Terraform
4 2 (2.41%) Tivoli
4 2 (2.41%) ZABBIX
Vendors
1 28 (33.73%) Oracle
2 10 (12.05%) Microsoft
3 5 (6.02%) Google
4 2 (2.41%) Informatica
4 2 (2.41%) New Relic
4 2 (2.41%) Rackspace
4 2 (2.41%) Splunk
4 2 (2.41%) Talend