Period
to

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 15 August 2022 with a comparison to the same period in the previous 2 years.

Scala
North West > Manchester
6 months to
15 Aug 2022
Same period 2021 Same period 2020
Rank 182 125 147
Rank change year-on-year -57 +22 +83
Permanent jobs citing Scala 79 96 29
As % of all permanent jobs advertised in Manchester 1.37% 1.98% 0.94%
As % of the Programming Languages category 2.81% 3.88% 1.54%
Number of salaries quoted 50 66 28
10th Percentile £45,000 - £42,500
25th Percentile £65,000 £51,250 £50,000
Median annual salary (50th Percentile) £80,000 £68,750 £60,000
Median % change year-on-year +16.36% +14.58% -7.69%
75th Percentile £82,500 £72,500 £71,250
90th Percentile £85,000 £78,125 £79,000
North West median annual salary £80,000 £66,500 £60,000
% change year-on-year +20.30% +10.83% -7.69%

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 2,807 2,473 1,881
As % of all permanent IT jobs advertised in Manchester 48.75% 50.93% 61.19%
Number of salaries quoted 2,037 1,990 1,639
10th Percentile £37,500 £33,750 £33,950
25th Percentile £42,500 £41,250 £41,250
Median annual salary (50th Percentile) £55,000 £52,500 £50,000
Median % change year-on-year +4.76% +5.00% +11.11%
75th Percentile £73,750 £66,250 £61,250
90th Percentile £86,250 £80,000 £70,000
North West median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +11.11%

Scala
Job Vacancy Trend in Manchester

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

Job vacancy trend for Scala in Manchester

Scala
Salary Trend in Manchester

3-month moving average salary quoted in jobs citing Scala in Manchester.

Salary trend for Scala in Manchester

Scala
Salary Histogram in Manchester

Salary distribution for jobs citing Scala in Manchester over the 6 months to 15 August 2022.

Salary histogram for Scala in Manchester

Scala
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Manchester region over the 6 months to 15 August 2022. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Salford -19 3 - - 1
Stockport - 1 - -
Scala
North West

For the 6 months to 15 August 2022, 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 55 (69.62%) AWS
2 52 (65.82%) Java
3 51 (64.56%) Python
4 44 (55.70%) Software Engineering
5 42 (53.16%) Agile
5 42 (53.16%) DevOps
6 38 (48.10%) Azure
7 35 (44.30%) C#
8 34 (43.04%) JavaScript
9 32 (40.51%) Kubernetes
9 32 (40.51%) Terraform
10 31 (39.24%) Kotlin
11 26 (32.91%) OO
11 26 (32.91%) React
12 25 (31.65%) Data Science
12 25 (31.65%) Machine Learning
13 23 (29.11%) Analytics
14 22 (27.85%) Jenkins
15 21 (26.58%) Docker
15 21 (26.58%) Data Pipeline
16 20 (25.32%) Go
17 19 (24.05%) CI/CD
18 18 (22.78%) GCP
19 17 (21.52%) Kafka
19 17 (21.52%) ETL
19 17 (21.52%) C++
20 16 (20.25%) AngularJS
20 16 (20.25%) Apache Spark
20 16 (20.25%) Vue.js
20 16 (20.25%) Social Skills

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 16 (20.25%) Apache Spark
2 1 (1.27%) Apache
2 1 (1.27%) Apache Airflow
Cloud Services
1 55 (69.62%) AWS
2 38 (48.10%) Azure
3 18 (22.78%) GCP
4 12 (15.19%) AWS CloudFormation
4 12 (15.19%) Serverless
5 11 (13.92%) Cloud Computing
5 11 (13.92%) SaaS
6 9 (11.39%) Azure DevOps
7 7 (8.86%) GitHub
8 6 (7.59%) AWS Lambda
9 5 (6.33%) Amazon EMR
9 5 (6.33%) Amazon SQS
10 4 (5.06%) Azure Cosmos DB
11 3 (3.80%) Amazon SageMaker
12 2 (2.53%) Amazon Kinesis
13 1 (1.27%) Azure AKS
Communications & Networking
1 1 (1.27%) HTTP
1 1 (1.27%) Internet
Database & Business Intelligence
1 12 (15.19%) Big Data
2 7 (8.86%) DynamoDB
3 6 (7.59%) Elasticsearch
3 6 (7.59%) MongoDB
4 5 (6.33%) MySQL
4 5 (6.33%) Relational Database
4 5 (6.33%) SQL Server
5 4 (5.06%) Apache Cassandra
5 4 (5.06%) Bigtable
5 4 (5.06%) DB2
5 4 (5.06%) NoSQL
5 4 (5.06%) Oracle Database
5 4 (5.06%) PostgreSQL
5 4 (5.06%) Redis
6 2 (2.53%) Amazon Redshift
6 2 (2.53%) Data Warehouse
7 1 (1.27%) Hadoop
Development Applications
1 22 (27.85%) Jenkins
2 13 (16.46%) Git (software)
3 1 (1.27%) Cucumber
3 1 (1.27%) Gatling
3 1 (1.27%) JIRA
3 1 (1.27%) JMeter
3 1 (1.27%) Selenium
3 1 (1.27%) WebDriver
General
1 16 (20.25%) Social Skills
2 12 (15.19%) Finance
3 10 (12.66%) Automotive
4 5 (6.33%) Influencing Skills
5 2 (2.53%) Public Sector
Job Titles
1 28 (35.44%) Software Engineer
2 24 (30.38%) Data Engineer
3 11 (13.92%) Technical Leader
4 10 (12.66%) Senior Data Engineer
5 7 (8.86%) Developer
5 7 (8.86%) Scala Developer
6 6 (7.59%) Software Team Leader
6 6 (7.59%) Team Leader
7 4 (5.06%) Senior Software Engineer
8 3 (3.80%) Junior
8 3 (3.80%) Junior Data Engineer
8 3 (3.80%) Lead Software Engineer
8 3 (3.80%) Machine Learning Engineer
8 3 (3.80%) Software Engineering Team Leader
9 2 (2.53%) AWS Data Engineer
9 2 (2.53%) AWS Engineer
10 1 (1.27%) Java Scala Developer
10 1 (1.27%) JavaScript Engineer
10 1 (1.27%) Site Reliability Engineer
10 1 (1.27%) Tester
Libraries, Frameworks & Software Standards
1 26 (32.91%) React
2 17 (21.52%) Kafka
3 16 (20.25%) AngularJS
3 16 (20.25%) Vue.js
4 15 (18.99%) Node.js
4 15 (18.99%) PySpark
5 14 (17.72%) .NET
6 12 (15.19%) .NET Core
7 6 (7.59%) Akka
8 5 (6.33%) Play Framework
8 5 (6.33%) Spring
9 4 (5.06%) ASP.NET
9 4 (5.06%) ASP.NET MVC
9 4 (5.06%) ASP.NET Web Forms
9 4 (5.06%) Hibernate
9 4 (5.06%) Ionic Framework
9 4 (5.06%) JAX-RS
9 4 (5.06%) jOOQ
9 4 (5.06%) REST
9 4 (5.06%) RESTful
Miscellaneous
1 6 (7.59%) iPhone
1 6 (7.59%) Kindle
2 5 (6.33%) Industry 4.0
3 4 (5.06%) Enterprise Software
3 4 (5.06%) Mobile App
4 3 (3.80%) Algorithms
5 2 (2.53%) Legacy Systems
5 2 (2.53%) User Experience
Operating Systems
1 12 (15.19%) Android
2 6 (7.59%) Apple iOS
3 1 (1.27%) Mac OS X
3 1 (1.27%) Unix
Processes & Methodologies
1 44 (55.70%) Software Engineering
2 42 (53.16%) Agile
2 42 (53.16%) DevOps
3 26 (32.91%) OO
4 25 (31.65%) Data Science
4 25 (31.65%) Machine Learning
5 23 (29.11%) Analytics
6 21 (26.58%) Data Pipeline
7 19 (24.05%) CI/CD
8 17 (21.52%) ETL
9 15 (18.99%) Business Intelligence
9 15 (18.99%) TDD
10 13 (16.46%) Microservices
10 13 (16.46%) Software Architecture
11 11 (13.92%) Don't repeat yourself (DRY)
11 11 (13.92%) Event-Driven
11 11 (13.92%) Event-Driven Programming
11 11 (13.92%) Micro Frontends
11 11 (13.92%) Observability
11 11 (13.92%) SOLID
Programming Languages
1 52 (65.82%) Java
2 51 (64.56%) Python
3 35 (44.30%) C#
4 34 (43.04%) JavaScript
5 31 (39.24%) Kotlin
6 20 (25.32%) Go
7 17 (21.52%) C++
8 7 (8.86%) F#
9 4 (5.06%) Apple Swift
9 4 (5.06%) Objective-C
10 3 (3.80%) Ruby
10 3 (3.80%) SQL
11 2 (2.53%) PHP
11 2 (2.53%) R
11 2 (2.53%) TypeScript
12 1 (1.27%) Bash
12 1 (1.27%) C
12 1 (1.27%) Groovy
12 1 (1.27%) Shell Script
Qualifications
1 11 (13.92%) Degree
1 11 (13.92%) Microsoft Certification
2 6 (7.59%) Computer Science Degree
Quality Assurance & Compliance
1 15 (18.99%) Data Quality
System Software
1 21 (26.58%) Docker
Systems Management
1 32 (40.51%) Kubernetes
1 32 (40.51%) Terraform
Vendors
1 15 (18.99%) Microsoft
2 6 (7.59%) Google
3 5 (6.33%) Oracle
4 4 (5.06%) Dell
4 4 (5.06%) Salesforce.com
4 4 (5.06%) Xamarin
5 1 (1.27%) Databricks
5 1 (1.27%) Facebook