Period
to 19 April 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 19 April 2019 with a comparison to the same period in the previous 2 years.

Scala
North West > Manchester
6 months to
19 Apr 2019
Same period 2018 Same period 2017
Rank 191 188 229
Rank change year-on-year -3 +41 -16
Permanent jobs citing Scala 74 104 71
As % of all permanent IT jobs advertised in Manchester 1.19% 1.40% 0.92%
As % of the Programming Languages category 2.21% 2.27% 1.53%
Number of salaries quoted 70 95 62
Manchester median annual salary £65,000 £55,000 £57,500
Median salary % change year-on-year +18.18% -4.35% -8.00%
10th Percentile £44,525 £31,000 £37,625
90th Percentile £91,250 £80,000 £75,000
North West median annual salary £65,000 £55,000 £57,500
% change year-on-year +18.18% -4.35% -8.00%

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 3,351 4,589 4,646
As % of all permanent IT jobs advertised in Manchester 53.81% 61.74% 60.08%
Number of salaries quoted 2,756 3,946 4,030
Manchester median annual salary £45,000 £45,000 £41,000
Median salary % change year-on-year - +9.76% +1.23%
10th Percentile £30,000 £28,250 £27,000
90th Percentile £70,000 £65,000 £61,250
North West median annual salary £45,000 £42,500 £40,000
% 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 19 April 2019.

Salary histogram for Scala in Manchester

For the 6 months to 19 April 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 60 (81.08%) Python
2 56 (75.68%) Java
3 49 (66.22%) Agile Software Development
4 46 (62.16%) TDD
4 46 (62.16%) NoSQL
5 45 (60.81%) Big Data
6 44 (59.46%) Apache Spark
7 43 (58.11%) DevOps
8 41 (55.41%) Amazon AWS
9 39 (52.70%) MongoDB
10 38 (51.35%) Web Services
11 37 (50.00%) Hadoop
12 36 (48.65%) Data Modelling
13 34 (45.95%) Cloud Computing
13 34 (45.95%) Kafka
14 33 (44.59%) Degree
15 32 (43.24%) JIRA
15 32 (43.24%) Mathematics
15 32 (43.24%) Change Management
15 32 (43.24%) Data Engineering
15 32 (43.24%) CA Agile Central
16 31 (41.89%) Computer Science
17 30 (40.54%) Open Source
17 30 (40.54%) Spark Streaming
18 29 (39.19%) Computer Science Degree
18 29 (39.19%) Apache
19 28 (37.84%) Configuration Management
19 28 (37.84%) Amazon EC2
19 28 (37.84%) Amazon Athena
19 28 (37.84%) Numerate Degree

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 44 (59.46%) Apache Spark
2 29 (39.19%) Apache
3 3 (4.05%) Elasticsearch
4 2 (2.70%) WildFly
5 1 (1.35%) Apache Airflow
5 1 (1.35%) Apache Solr
5 1 (1.35%) JBoss
Cloud Services
1 41 (55.41%) Amazon AWS
2 34 (45.95%) Cloud Computing
3 28 (37.84%) Amazon EC2
3 28 (37.84%) Amazon EMR
4 12 (16.22%) Microsoft Azure
5 7 (9.46%) Google Cloud Platform
6 2 (2.70%) GitHub
7 1 (1.35%) IaaS
7 1 (1.35%) PaaS
7 1 (1.35%) SaaS
Communications & Networking
1 10 (13.51%) Internet
Database & Business Intelligence
1 46 (62.16%) NoSQL
2 45 (60.81%) Big Data
3 39 (52.70%) MongoDB
4 37 (50.00%) Hadoop
5 28 (37.84%) Amazon Athena
5 28 (37.84%) Amazon Redshift
5 28 (37.84%) Flink
6 13 (17.57%) MySQL
7 12 (16.22%) SQL Server
8 10 (13.51%) Neo4j
9 8 (10.81%) CouchDB
10 5 (6.76%) Apache Hive
11 3 (4.05%) Impala
11 3 (4.05%) PostgreSQL
12 2 (2.70%) Data Lake
12 2 (2.70%) HBase
12 2 (2.70%) Relational Database
12 2 (2.70%) Spark SQL
12 2 (2.70%) Sqoop
12 2 (2.70%) Text Mining
Development Applications
1 32 (43.24%) JIRA
2 5 (6.76%) Git (software)
3 2 (2.70%) CircleCI
3 2 (2.70%) Cucumber
3 2 (2.70%) git-flow
3 2 (2.70%) IntelliJ
3 2 (2.70%) Jenkins
3 2 (2.70%) Team Foundation Server
3 2 (2.70%) Travis CI
4 1 (1.35%) Protractor
4 1 (1.35%) Selenium
General
1 9 (12.16%) Retail
2 1 (1.35%) Electronics
2 1 (1.35%) Finance
2 1 (1.35%) Games
2 1 (1.35%) Marketing
Job Titles
1 22 (29.73%) Data Engineer
2 18 (24.32%) Big Data Engineer
2 18 (24.32%) Senior Data Engineer
3 17 (22.97%) Developer
4 13 (17.57%) Architect
5 10 (13.51%) Data Architect
5 10 (13.51%) Senior Architect
5 10 (13.51%) Senior Data Architect
6 9 (12.16%) Java Developer
6 9 (12.16%) Software Engineer
7 5 (6.76%) Cloud Engineer
7 5 (6.76%) Cloud Software Engineer
7 5 (6.76%) Kubernetes Engineer
8 4 (5.41%) C# Developer
9 3 (4.05%) Big Data Developer
9 3 (4.05%) Data Scientist
9 3 (4.05%) Full Stack Developer
10 2 (2.70%) DevOps Engineer
10 2 (2.70%) Hadoop Developer
10 2 (2.70%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 38 (51.35%) Web Services
2 34 (45.95%) Kafka
3 30 (40.54%) Spark Streaming
4 12 (16.22%) Spring
5 11 (14.86%) Ajax
5 11 (14.86%) CSS
5 11 (14.86%) HTML
6 9 (12.16%) DOM
6 9 (12.16%) Play Framework
6 9 (12.16%) REST
6 9 (12.16%) SAX
6 9 (12.16%) SOAP
6 9 (12.16%) XML
6 9 (12.16%) XML Schema
7 8 (10.81%) Apache Wicket
7 8 (10.81%) Spring MVC
8 5 (6.76%) .NET
9 3 (4.05%) AngularJS
9 3 (4.05%) ASP.NET
9 3 (4.05%) Node.js
Miscellaneous
1 10 (13.51%) Greenfield Project
1 10 (13.51%) Internet of Things
2 8 (10.81%) Enterprise Software
3 2 (2.70%) User Experience
Operating Systems
1 11 (14.86%) Linux
2 5 (6.76%) Windows
3 3 (4.05%) Unix
4 2 (2.70%) Ubuntu
Processes & Methodologies
1 49 (66.22%) Agile Software Development
2 46 (62.16%) TDD
3 43 (58.11%) DevOps
4 36 (48.65%) Data Modelling
5 32 (43.24%) Change Management
5 32 (43.24%) Data Engineering
5 32 (43.24%) Mathematics
6 31 (41.89%) Computer Science
7 30 (40.54%) Open Source
8 28 (37.84%) Configuration Management
8 28 (37.84%) Data Ingestion
9 24 (32.43%) Data Analysis
10 17 (22.97%) Software Engineering
11 16 (21.62%) Scrum
12 14 (18.92%) BDD
13 11 (14.86%) Data Architecture
14 10 (13.51%) Kanban
15 8 (10.81%) MVC
15 8 (10.81%) Problem-Solving
15 8 (10.81%) Software Delivery
Programming Languages
1 60 (81.08%) Python
2 56 (75.68%) Java
3 15 (20.27%) Groovy
3 15 (20.27%) JavaScript
3 15 (20.27%) Ruby
4 11 (14.86%) SQL
5 8 (10.81%) Java 8
6 6 (8.11%) C#
7 5 (6.76%) Go
8 3 (4.05%) R
9 2 (2.70%) Bash Shell
9 2 (2.70%) C
9 2 (2.70%) TypeScript
10 1 (1.35%) PHP
Qualifications
1 33 (44.59%) Degree
2 29 (39.19%) Computer Science Degree
3 28 (37.84%) Numerate Degree
4 1 (1.35%) Security Cleared
Quality Assurance & Compliance
1 1 (1.35%) QA
System Software
1 11 (14.86%) Docker
2 3 (4.05%) HDFS
3 1 (1.35%) NFS
Systems Management
1 12 (16.22%) Kubernetes
2 7 (9.46%) Ansible
2 7 (9.46%) Terraform
3 2 (2.70%) Oozie
3 2 (2.70%) Puppet
3 2 (2.70%) Rancher
Vendors
1 32 (43.24%) CA Agile Central
2 13 (17.57%) Oracle
3 3 (4.05%) Informatica
3 3 (4.05%) Talend
4 2 (2.70%) Google
4 2 (2.70%) Hortonworks
4 2 (2.70%) IBM
5 1 (1.35%) Microsoft
5 1 (1.35%) Tableau