Period
to 18 November 2019

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 18 November 2019 with a comparison to the same period in the previous 2 years.

Scala
North West > Manchester
6 months to
18 Nov 2019
Same period 2018 Same period 2017
Rank 208 181 210
Rank change year-on-year -27 +29 -3
Permanent jobs citing Scala 49 103 89
As % of all permanent IT jobs advertised in Manchester 0.76% 1.43% 1.12%
As % of the Programming Languages category 1.41% 2.50% 1.94%
Number of salaries quoted 44 85 70
Manchester median annual salary £65,000 £65,000 £55,000
Median salary % change year-on-year - +18.18% +4.76%
10th Percentile £46,100 £42,350 £26,250
90th Percentile £73,750 £91,250 £73,750
North West median annual salary £65,000 £65,000 £55,500
% change year-on-year - +17.12% +8.29%

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 3,468 4,112 4,590
As % of all permanent IT jobs advertised in Manchester 53.72% 56.90% 58.00%
Number of salaries quoted 2,772 3,476 3,912
Manchester median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -
10th Percentile £30,000 £28,500 £27,500
90th Percentile £67,500 £68,750 £61,750
North West median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

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 18 November 2019.

Salary histogram for Scala in Manchester

For the 6 months to 18 November 2019, 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 40 (81.63%) Python
2 23 (46.94%) NoSQL
3 22 (44.90%) Apache Spark
3 22 (44.90%) Java
4 20 (40.82%) Agile Software Development
5 19 (38.78%) AWS
6 17 (34.69%) Azure
7 15 (30.61%) SQL
8 14 (28.57%) R
8 14 (28.57%) Big Data
9 12 (24.49%) Data Engineering
9 12 (24.49%) Hadoop
10 11 (22.45%) Data Warehouse
10 11 (22.45%) Business Intelligence
10 11 (22.45%) TDD
10 11 (22.45%) Scrum
10 11 (22.45%) Machine Learning
10 11 (22.45%) DevOps
11 10 (20.41%) Data Science
12 9 (18.37%) Problem-Solving
12 9 (18.37%) Microservices
12 9 (18.37%) Mentoring
12 9 (18.37%) Apache Hive
12 9 (18.37%) Data Management
13 8 (16.33%) Retail
13 8 (16.33%) ETL
13 8 (16.33%) Data Modelling
13 8 (16.33%) Web Services
13 8 (16.33%) JavaScript
13 8 (16.33%) MongoDB

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 22 (44.90%) Apache Spark
2 3 (6.12%) Apache
3 2 (4.08%) Apache Pig
4 1 (2.04%) Apache Solr
4 1 (2.04%) Confluence
4 1 (2.04%) Elasticsearch
4 1 (2.04%) nginx
Business Applications
1 2 (4.08%) Sparx Enterprise Architect
2 1 (2.04%) Magento
Cloud Services
1 19 (38.78%) AWS
2 17 (34.69%) Azure
3 7 (14.29%) GCP
4 6 (12.24%) Serverless
5 5 (10.20%) Power Platform
6 4 (8.16%) Amazon Kinesis
6 4 (8.16%) Cloud Computing
7 2 (4.08%) AWS Lambda
8 1 (2.04%) Amazon S3
8 1 (2.04%) GitHub
8 1 (2.04%) IaaS
8 1 (2.04%) PaaS
8 1 (2.04%) Slack
Database & Business Intelligence
1 23 (46.94%) NoSQL
2 14 (28.57%) Big Data
3 12 (24.49%) Hadoop
4 11 (22.45%) Data Warehouse
5 9 (18.37%) Apache Hive
6 8 (16.33%) MongoDB
7 6 (12.24%) Impala
7 6 (12.24%) SQL Server
8 5 (10.20%) Data Lake
8 5 (10.20%) Power BI
9 4 (8.16%) CouchDB
9 4 (8.16%) MySQL
9 4 (8.16%) Neo4j
9 4 (8.16%) Sqoop
9 4 (8.16%) Star Schema
10 3 (6.12%) Relational Database
11 2 (4.08%) Amazon Redshift
11 2 (4.08%) Data Mining
11 2 (4.08%) Flink
11 2 (4.08%) Oracle OWB
Development Applications
1 5 (10.20%) JIRA
2 3 (6.12%) Git (software)
2 3 (6.12%) Jenkins
3 2 (4.08%) GitLab
3 2 (4.08%) Maven
4 1 (2.04%) Atlassian Bamboo
4 1 (2.04%) Gatling
4 1 (2.04%) HP UFT
4 1 (2.04%) JMeter
4 1 (2.04%) LoadRunner
4 1 (2.04%) Mercurial
4 1 (2.04%) Protractor
4 1 (2.04%) Robot Framework
4 1 (2.04%) Selenium
4 1 (2.04%) Subversion
4 1 (2.04%) Team Foundation Server
4 1 (2.04%) TestComplete
4 1 (2.04%) The Grinder
4 1 (2.04%) WebDriver
4 1 (2.04%) Zephyr
General
1 8 (16.33%) Retail
2 6 (12.24%) Public Sector
3 2 (4.08%) Games
4 1 (2.04%) Banking
4 1 (2.04%) Finance
4 1 (2.04%) Military
Job Titles
1 17 (34.69%) Developer
2 14 (28.57%) Data Engineer
3 9 (18.37%) Python Engineer
4 8 (16.33%) Java Developer
5 6 (12.24%) Team Leader
6 5 (10.20%) Data Scientist
6 5 (10.20%) NoSQL Engineer
6 5 (10.20%) Senior Data Engineer
6 5 (10.20%) Senior Data Scientist
6 5 (10.20%) Senior NoSQL Engineer
7 4 (8.16%) Python Developer
7 4 (8.16%) Technical Leader
7 4 (8.16%) Technical Team Leader
8 3 (6.12%) Lead Developer
9 2 (4.08%) Analyst
9 2 (4.08%) Business Intelligence Analyst
9 2 (4.08%) Data Analyst
9 2 (4.08%) Development Team Leader
9 2 (4.08%) Senior Developer
9 2 (4.08%) Software Development Team Leader
Libraries, Frameworks & Software Standards
1 8 (16.33%) Web Services
2 7 (14.29%) CSS
2 7 (14.29%) HTML
2 7 (14.29%) Kafka
2 7 (14.29%) REST
3 6 (12.24%) Spring
4 4 (8.16%) Ajax
4 4 (8.16%) Apache Wicket
4 4 (8.16%) DOM
4 4 (8.16%) Play Framework
4 4 (8.16%) SAX
4 4 (8.16%) SOAP
4 4 (8.16%) Spring MVC
4 4 (8.16%) XML
4 4 (8.16%) XML Schema
5 3 (6.12%) Natural Language Processing
6 2 (4.08%) AngularJS
6 2 (4.08%) CSS3
6 2 (4.08%) HTML5
6 2 (4.08%) Node.js
Miscellaneous
1 7 (14.29%) Greenfield Project
2 5 (10.20%) Analytical Skills
3 4 (8.16%) Enterprise Software
4 2 (4.08%) Algorithms
5 1 (2.04%) Data Structures
5 1 (2.04%) Mobile App
5 1 (2.04%) Public Cloud
5 1 (2.04%) Self-Motivation
Operating Systems
1 5 (10.20%) Linux
Processes & Methodologies
1 20 (40.82%) Agile Software Development
2 12 (24.49%) Data Engineering
3 11 (22.45%) Business Intelligence
3 11 (22.45%) DevOps
3 11 (22.45%) Machine Learning
3 11 (22.45%) Scrum
3 11 (22.45%) TDD
4 10 (20.41%) Data Science
5 9 (18.37%) Data Management
5 9 (18.37%) Mentoring
5 9 (18.37%) Microservices
5 9 (18.37%) Problem-Solving
6 8 (16.33%) Data Modelling
6 8 (16.33%) ETL
7 7 (14.29%) Analytics
8 6 (12.24%) BDD
9 5 (10.20%) E-Commerce
9 5 (10.20%) MVC
9 5 (10.20%) Open Source
9 5 (10.20%) Software Delivery
Programming Languages
1 40 (81.63%) Python
2 22 (44.90%) Java
3 15 (30.61%) SQL
4 14 (28.57%) R
5 8 (16.33%) JavaScript
6 6 (12.24%) Groovy
7 5 (10.20%) Java 8
7 5 (10.20%) Ruby
8 2 (4.08%) C
8 2 (4.08%) C#
8 2 (4.08%) Erlang
8 2 (4.08%) F#
8 2 (4.08%) Go
8 2 (4.08%) Haskell
8 2 (4.08%) Kotlin
8 2 (4.08%) PL/SQL
9 1 (2.04%) PHP
9 1 (2.04%) T-SQL
9 1 (2.04%) VB.NET
9 1 (2.04%) VBScript
Qualifications
1 4 (8.16%) Degree
2 2 (4.08%) PhD
Quality Assurance & Compliance
1 1 (2.04%) GDPR
System Software
1 5 (10.20%) Docker
2 1 (2.04%) Virtual Machines
Systems Management
1 5 (10.20%) Kubernetes
2 1 (2.04%) Kibana
2 1 (2.04%) Opscode Chef
2 1 (2.04%) Puppet
Vendors
1 7 (14.29%) Oracle
2 5 (10.20%) Talend
3 4 (8.16%) Informatica
4 3 (6.12%) Google
4 3 (6.12%) IBM
4 3 (6.12%) Tableau
5 2 (4.08%) Cloudera
5 2 (4.08%) Sparx
6 1 (2.04%) CA
6 1 (2.04%) CA Agile Central
6 1 (2.04%) Databricks
6 1 (2.04%) Micro Focus
6 1 (2.04%) Microsoft
6 1 (2.04%) Parasoft
6 1 (2.04%) Twitter