Period
to 22 May 2018

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

Scala
North West > Manchester
6 months to
22 May 2018
Same period 2017 Same period 2016
Rank 181 230 186
Rank change year-on-year +49 -44 +58
Permanent jobs citing Scala 101 62 71
As % of all permanent IT jobs advertised in Manchester 1.43% 0.80% 1.06%
As % of the Programming Languages category 2.31% 1.32% 2.01%
Number of salaries quoted 91 51 61
Manchester median annual salary £52,500 £59,000 £62,500
Median salary % change year-on-year -11.02% -5.60% +11.11%
10th Percentile £30,500 £37,500 £37,500
90th Percentile £70,000 £77,000 £85,000
North West median annual salary £55,000 £58,250 £62,500
% change year-on-year -5.58% -6.80% +4.17%

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 Manchester with a requirement for coding skills.

All Programming Languages
Manchester
Permanent vacancies with a requirement for coding skills 4,375 4,694 3,528
As % of all permanent IT jobs advertised in Manchester 61.85% 60.75% 52.62%
Number of salaries quoted 3,739 4,067 3,045
Manchester median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - +6.67%
10th Percentile £27,750 £27,000 £26,250
90th Percentile £65,000 £61,250 £60,000
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

Scala
Job Vacancy Trend in Manchester

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

Job vacancy trend for Scala in Manchester

Scala
Salary Trend in Manchester

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

Salary trend for Scala in Manchester

Scala
Salary Histogram in Manchester

The salary distribution of IT jobs citing Scala in Manchester over the 6 months to 22 May 2018.

Salary histogram for Scala in Manchester

For the 6 months to 22 May 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 Manchester region with a requirement for Scala.

1 67 (66.34%) Java
2 57 (56.44%) Python
3 38 (37.62%) Big Data
4 37 (36.63%) Agile Software Development
5 35 (34.65%) Analytics
5 35 (34.65%) Data Science
6 34 (33.66%) TDD
7 33 (32.67%) Apache Spark
8 32 (31.68%) Software Engineering
9 31 (30.69%) SQL
9 31 (30.69%) Hadoop
10 29 (28.71%) Machine Learning
11 27 (26.73%) R
11 27 (26.73%) Amazon AWS
12 26 (25.74%) MongoDB
13 23 (22.77%) Scrum
14 22 (21.78%) Spring
14 22 (21.78%) Microservices
15 21 (20.79%) DevOps
15 21 (20.79%) Problem-Solving
16 20 (19.80%) BDD
16 20 (19.80%) Docker
17 19 (18.81%) Hibernate
18 18 (17.82%) Kanban
19 16 (15.84%) Algorithms
20 15 (14.85%) HDFS
20 15 (14.85%) Mentoring
20 15 (14.85%) Continuous Integration
21 14 (13.86%) Retail
21 14 (13.86%) JavaScript

Scala
Co-occurring IT Skills in Manchester 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 33 (32.67%) Apache Spark
2 9 (8.91%) SAS
3 8 (7.92%) Tomcat
4 7 (6.93%) Apache Solr
4 7 (6.93%) JBoss
5 3 (2.97%) Apache
5 3 (2.97%) Elasticsearch
5 3 (2.97%) Tornado
6 2 (1.98%) Apache Pig
7 1 (0.99%) Apache Airflow
Cloud Services
1 27 (26.73%) Amazon AWS
2 9 (8.91%) Amazon S3
3 7 (6.93%) Google Cloud Platform
4 6 (5.94%) GitHub
4 6 (5.94%) SaaS
5 4 (3.96%) Microsoft Azure
6 1 (0.99%) BlazeMeter
Communications & Networking
1 2 (1.98%) HTTP
Database & Business Intelligence
1 38 (37.62%) Big Data
2 31 (30.69%) Hadoop
3 26 (25.74%) MongoDB
4 9 (8.91%) MySQL
5 5 (4.95%) Datomic
5 5 (4.95%) NoSQL
5 5 (4.95%) Redis
6 3 (2.97%) Apache Hive
6 3 (2.97%) Data Mining
7 2 (1.98%) Apache Cassandra
7 2 (1.98%) HBase
7 2 (1.98%) Relational Database
7 2 (1.98%) SQL Server
8 1 (0.99%) Apache Kudu
8 1 (0.99%) Flink
8 1 (0.99%) Impala
8 1 (0.99%) Sqoop
8 1 (0.99%) Text Mining
Development Applications
1 9 (8.91%) Jenkins
2 8 (7.92%) Git (software)
3 7 (6.93%) Mockito
4 6 (5.94%) JIRA
5 5 (4.95%) Xcode
6 3 (2.97%) Gradle
6 3 (2.97%) SonarQube
6 3 (2.97%) Subversion
7 1 (0.99%) Eclipse
7 1 (0.99%) Maven
7 1 (0.99%) Selenium
7 1 (0.99%) WebDriver
7 1 (0.99%) Zephyr
General
1 14 (13.86%) Retail
2 13 (12.87%) Finance
3 8 (7.92%) Banking
4 3 (2.97%) Investment Banking
4 3 (2.97%) Law
5 2 (1.98%) Games
5 2 (1.98%) Legal
5 2 (1.98%) Marketing
6 1 (0.99%) Automotive
Job Titles
1 42 (41.58%) Developer
2 21 (20.79%) Data Scientist
2 21 (20.79%) Java Developer
3 15 (14.85%) Scala Developer
4 12 (11.88%) Java Scala Developer
5 10 (9.90%) Senior Developer
5 10 (9.90%) Software Engineer
6 7 (6.93%) Big Data Engineer
6 7 (6.93%) Data Engineer
7 6 (5.94%) Big Data Developer
7 6 (5.94%) Junior
8 5 (4.95%) Java Engineer
8 5 (4.95%) Machine Learning Scientist
8 5 (4.95%) Senior Java Developer
9 4 (3.96%) Android Developer
9 4 (3.96%) Java Software Engineer
9 4 (3.96%) Junior Software Engineer
9 4 (3.96%) Senior Software Developer
9 4 (3.96%) Software Development Team Leader
9 4 (3.96%) Software Team Leader
Libraries, Frameworks & Software Standards
1 22 (21.78%) Spring
2 19 (18.81%) Hibernate
3 14 (13.86%) AngularJS
3 14 (13.86%) J2EE
3 14 (13.86%) RabbitMQ
4 11 (10.89%) Web Services
5 9 (8.91%) CSS
6 8 (7.92%) Kafka
7 7 (6.93%) Akka
7 7 (6.93%) React
7 7 (6.93%) Spring Boot
8 5 (4.95%) Android SDK
8 5 (4.95%) HTML
8 5 (4.95%) iOS SDK
8 5 (4.95%) Natural Language Processing
8 5 (4.95%) RESTful
8 5 (4.95%) SOAP
8 5 (4.95%) TensorFlow
9 4 (3.96%) CSS3
9 4 (3.96%) Java EE
Miscellaneous
1 16 (15.84%) Algorithms
2 13 (12.87%) Data Structures
3 12 (11.88%) Analytical Skills
3 12 (11.88%) Greenfield Project
4 7 (6.93%) Computer Science
5 5 (4.95%) Fintech
6 4 (3.96%) User Experience
7 3 (2.97%) Mobile App
7 3 (2.97%) Mobile Banking
7 3 (2.97%) Online Banking
8 2 (1.98%) Social Media
8 2 (1.98%) Virtual Team
9 1 (0.99%) Linux Command Line
9 1 (0.99%) Self-Motivation
Operating Systems
1 14 (13.86%) Linux
2 5 (4.95%) Android
2 5 (4.95%) Apple iOS
3 3 (2.97%) Mac OS
3 3 (2.97%) Windows
4 2 (1.98%) Unix
5 1 (0.99%) Mac OS X
Processes & Methodologies
1 37 (36.63%) Agile Software Development
2 35 (34.65%) Analytics
2 35 (34.65%) Data Science
3 34 (33.66%) TDD
4 32 (31.68%) Software Engineering
5 29 (28.71%) Machine Learning
6 23 (22.77%) Scrum
7 22 (21.78%) Microservices
8 21 (20.79%) DevOps
8 21 (20.79%) Problem-Solving
9 20 (19.80%) BDD
10 18 (17.82%) Kanban
11 15 (14.85%) Continuous Integration
11 15 (14.85%) Mentoring
12 13 (12.87%) Data Analysis
12 13 (12.87%) Predictive Modelling
13 10 (9.90%) Data Analytics
13 10 (9.90%) Mathematics
14 9 (8.91%) Pair Programming
14 9 (8.91%) Predictive Analytics
Programming Languages
1 67 (66.34%) Java
2 57 (56.44%) Python
3 31 (30.69%) SQL
4 27 (26.73%) R
5 14 (13.86%) JavaScript
6 13 (12.87%) HiveQL
7 10 (9.90%) Ruby
8 8 (7.92%) C#
8 8 (7.92%) C++
9 7 (6.93%) Groovy
10 6 (5.94%) Clojure
10 6 (5.94%) Go
10 6 (5.94%) Java 8
11 5 (4.95%) Apple Swift
11 5 (4.95%) C
11 5 (4.95%) Objective-C
12 3 (2.97%) Kotlin
13 1 (0.99%) Elixir
13 1 (0.99%) F#
13 1 (0.99%) Haskell
Qualifications
1 4 (3.96%) Degree
2 1 (0.99%) Computer Science Degree
2 1 (0.99%) ISTQB
2 1 (0.99%) ISTQB Foundation Certification
2 1 (0.99%) PMP
Quality Assurance & Compliance
1 5 (4.95%) GCP
2 1 (0.99%) GDPR
2 1 (0.99%) QA
System Software
1 20 (19.80%) Docker
2 15 (14.85%) HDFS
3 1 (0.99%) Virtual Machines
Systems Management
1 6 (5.94%) Kubernetes
2 3 (2.97%) Ansible
3 2 (1.98%) Opscode Chef
3 2 (1.98%) Puppet
4 1 (0.99%) Kibana
Vendors
1 5 (4.95%) Google
2 3 (2.97%) Cloudera
3 2 (1.98%) Hortonworks
3 2 (1.98%) Oracle
4 1 (0.99%) Apple
4 1 (0.99%) Atlassian
4 1 (0.99%) MapR
4 1 (0.99%) RapidMiner