Period
to

The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 23 May 2022 with a comparison to the same period in the previous 2 years.

Scala
Central London > City of London
6 months to
23 May 2022
Same period 2021 Same period 2020
Rank 150 130 98
Rank change year-on-year -20 -32 +23
Permanent jobs citing Scala 136 103 201
As % of all permanent jobs advertised in the City of London 1.86% 2.06% 2.86%
As % of the Programming Languages category 3.55% 3.29% 5.09%
Number of salaries quoted 123 101 181
10th Percentile £52,500 - £48,750
25th Percentile £75,000 £57,500 £60,000
Median annual salary (50th Percentile) £100,000 £70,000 £75,000
Median % change year-on-year +42.86% -6.67% -
75th Percentile £118,750 £85,000 £91,250
90th Percentile £145,000 £100,000 £100,000
Central London median annual salary £100,000 £70,000 £75,000
% change year-on-year +42.86% -6.67% -

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 the City of London with a requirement for coding skills.

All Programming Languages
City of London
Permanent vacancies with a requirement for coding skills 3,834 3,134 3,948
As % of all permanent IT jobs advertised in the City of London 52.42% 62.72% 56.20%
Number of salaries quoted 3,321 2,885 3,529
10th Percentile £47,500 £45,000 £43,400
25th Percentile £57,500 £56,250 £52,500
Median annual salary (50th Percentile) £75,000 £75,000 £70,000
Median % change year-on-year - +7.14% +3.70%
75th Percentile £95,000 £90,000 £86,250
90th Percentile £110,000 £108,750 £106,250
Central London median annual salary £75,000 £72,500 £70,000
% change year-on-year +3.45% +3.57% +7.69%

Scala
Job Vacancy Trend in the City of London

Job postings citing Scala as a proportion of all IT jobs advertised in the City of London.

Job vacancy trend for Scala in the City of London

Scala
Salary Trend in the City of London

3-month moving average salary quoted in jobs citing Scala in the City of London.

Salary trend for Scala in the City of London

Scala
Salary Histogram in the City of London

Salary distribution for jobs citing Scala in the City of London over the 6 months to 23 May 2022.

Salary histogram for Scala in the City of London

Scala
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the City of London region over the 6 months to 23 May 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
London Bridge - 1 £100,000 -
Scala
Central London

For the 6 months to 23 May 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 City of London region with a requirement for Scala.

1 107 (78.68%) Python
2 106 (77.94%) Java
3 60 (44.12%) AWS
4 47 (34.56%) GCP
5 46 (33.82%) Kubernetes
6 45 (33.09%) C#
7 41 (30.15%) SQL
8 39 (28.68%) DevOps
9 36 (26.47%) Microservices
9 36 (26.47%) Docker
9 36 (26.47%) Kotlin
10 34 (25.00%) Linux
10 34 (25.00%) Apache Spark
10 34 (25.00%) Kafka
11 33 (24.26%) Agile
12 30 (22.06%) Banking
12 30 (22.06%) Software Engineering
12 30 (22.06%) Data Science
13 29 (21.32%) Analytics
14 28 (20.59%) JavaScript
15 27 (19.85%) C++
15 27 (19.85%) Azure
15 27 (19.85%) Mentoring
16 26 (19.12%) Go
17 24 (17.65%) React
18 23 (16.91%) NoSQL
18 23 (16.91%) Spring
18 23 (16.91%) Snowflake
19 21 (15.44%) CI/CD
19 21 (15.44%) Greenfield Project

Scala
Co-occurring IT Skills in the City of London 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 34 (25.00%) Apache Spark
2 10 (7.35%) Apache
3 5 (3.68%) Elasticsearch
4 2 (1.47%) SharePoint
5 1 (0.74%) Confluence
5 1 (0.74%) SAS
Business Applications
1 1 (0.74%) Distributed Ledger
Cloud Services
1 60 (44.12%) AWS
2 47 (34.56%) GCP
3 27 (19.85%) Azure
4 23 (16.91%) Snowflake
5 12 (8.82%) Matillion
6 11 (8.09%) SaaS
7 10 (7.35%) Power Platform
8 9 (6.62%) Azure Synapse Analytics
8 9 (6.62%) PaaS
8 9 (6.62%) Serverless
9 8 (5.88%) Azure Cosmos DB
10 6 (4.41%) Azure Storage
11 5 (3.68%) AWS CloudFormation
12 4 (2.94%) AWS Lambda
13 3 (2.21%) Amazon EC2
13 3 (2.21%) Amazon EKS
13 3 (2.21%) Amazon S3
13 3 (2.21%) Azure Data Factory
13 3 (2.21%) Azure Service Bus
13 3 (2.21%) Virtual Private Cloud
Database & Business Intelligence
1 23 (16.91%) NoSQL
2 16 (11.76%) Big Data
3 13 (9.56%) Data Lake
3 13 (9.56%) Data Warehouse
3 13 (9.56%) Hadoop
4 10 (7.35%) Power BI
5 8 (5.88%) Tableau
6 6 (4.41%) Delta Lake
6 6 (4.41%) OLAP
6 6 (4.41%) OLTP
6 6 (4.41%) Relational Database
6 6 (4.41%) SQL Server Integration Services
7 5 (3.68%) Flink
7 5 (3.68%) MongoDB
8 4 (2.94%) Amazon Redshift
8 4 (2.94%) Apache Hive
8 4 (2.94%) PostgreSQL
9 3 (2.21%) Amazon RDS
9 3 (2.21%) Apache Cassandra
9 3 (2.21%) Spark SQL
Development Applications
1 8 (5.88%) Jenkins
2 5 (3.68%) Git (software)
3 4 (2.94%) JIRA
4 3 (2.21%) GitLab
5 2 (1.47%) Atlassian Bamboo
6 1 (0.74%) Bitbucket
6 1 (0.74%) fastlane
6 1 (0.74%) Gradle
6 1 (0.74%) Spinnaker
General
1 30 (22.06%) Banking
2 20 (14.71%) Social Skills
3 17 (12.50%) Finance
4 16 (11.76%) Front Office
5 14 (10.29%) Inclusion and Diversity
6 9 (6.62%) Retail
7 8 (5.88%) Analytical Skills
8 6 (4.41%) Tech for Good
9 2 (1.47%) Advertising
9 2 (1.47%) Games
9 2 (1.47%) Marketing
9 2 (1.47%) Pharmaceutical
10 1 (0.74%) Investment Banking
10 1 (0.74%) Law
Job Titles
1 37 (27.21%) Data Engineer
2 35 (25.74%) Developer
3 25 (18.38%) Scala Engineer
4 20 (14.71%) Java Engineer
5 17 (12.50%) Java Developer
6 15 (11.03%) Java Pricing Developer
6 15 (11.03%) Pricing Developer
7 11 (8.09%) Technical Leader
8 9 (6.62%) Software Engineer
9 8 (5.88%) Software Developer
10 7 (5.15%) DevOps Engineer
10 7 (5.15%) Salesforce Developer
11 6 (4.41%) AWS Engineer
12 5 (3.68%) Cloud Engineer
12 5 (3.68%) Principal Engineer
12 5 (3.68%) Python Engineer
12 5 (3.68%) Scala Developer
13 4 (2.94%) Data Scientist
13 4 (2.94%) Engineering Manager
13 4 (2.94%) Software Manager
Libraries, Frameworks & Software Standards
1 34 (25.00%) Kafka
2 24 (17.65%) React
3 23 (16.91%) Spring
4 20 (14.71%) .NET
5 19 (13.97%) Spring Boot
6 16 (11.76%) Node.js
7 12 (8.82%) AngularJS
8 4 (2.94%) Apache Flex
8 4 (2.94%) CSS
8 4 (2.94%) HTML
8 4 (2.94%) PySpark
9 3 (2.21%) Django
10 2 (1.47%) Akka
10 2 (1.47%) Dask
10 2 (1.47%) Keras
10 2 (1.47%) NumPy
10 2 (1.47%) Pandas
10 2 (1.47%) scikit-learn
10 2 (1.47%) Spark Streaming
10 2 (1.47%) Spring Cloud
Miscellaneous
1 21 (15.44%) Greenfield Project
2 17 (12.50%) Derivative
3 15 (11.03%) Fixed Income
4 11 (8.09%) Cloud Native
5 5 (3.68%) Blockchain
6 4 (2.94%) Algorithms
6 4 (2.94%) Data Structures
7 3 (2.21%) Cyber Defence
7 3 (2.21%) Cyberattack
8 2 (1.47%) Equities
8 2 (1.47%) Grid Computing
8 2 (1.47%) Housing Association
8 2 (1.47%) IoT
8 2 (1.47%) Mobile App
8 2 (1.47%) Social Media
8 2 (1.47%) Sports Betting
8 2 (1.47%) User Experience
9 1 (0.74%) Media Streaming
9 1 (0.74%) Online Games
Operating Systems
1 34 (25.00%) Linux
2 19 (13.97%) Unix
3 3 (2.21%) VMS
4 2 (1.47%) Android
4 2 (1.47%) Apple iOS
4 2 (1.47%) Windows
5 1 (0.74%) Mac OS
Processes & Methodologies
1 39 (28.68%) DevOps
2 36 (26.47%) Microservices
3 33 (24.26%) Agile
4 30 (22.06%) Data Science
4 30 (22.06%) Software Engineering
5 29 (21.32%) Analytics
6 27 (19.85%) Mentoring
7 21 (15.44%) CI/CD
7 21 (15.44%) Coaching
7 21 (15.44%) ETL
8 18 (13.24%) Digital Banking
9 17 (12.50%) Multithreading
10 15 (11.03%) Concurrent Programming
10 15 (11.03%) Data Engineering
10 15 (11.03%) Data Modelling
10 15 (11.03%) Data Pipeline
10 15 (11.03%) Low Latency
10 15 (11.03%) Machine Learning
11 13 (9.56%) DevSecOps
12 12 (8.82%) OO
Programming Languages
1 107 (78.68%) Python
2 106 (77.94%) Java
3 45 (33.09%) C#
4 41 (30.15%) SQL
5 36 (26.47%) Kotlin
6 28 (20.59%) JavaScript
7 27 (19.85%) C++
8 26 (19.12%) Go
9 16 (11.76%) Ruby
10 12 (8.82%) C
10 12 (8.82%) Rust
11 11 (8.09%) PHP
11 11 (8.09%) R
12 9 (6.62%) MATLAB
12 9 (6.62%) T-SQL
13 8 (5.88%) Apple Swift
13 8 (5.88%) Objective-C
13 8 (5.88%) Pascal
13 8 (5.88%) Perl
13 8 (5.88%) VB.NET
Qualifications
1 18 (13.24%) Degree
2 12 (8.82%) Master's Degree
3 5 (3.68%) Computer Science Degree
4 3 (2.21%) PhD
4 3 (2.21%) Security Cleared
Quality Assurance & Compliance
1 2 (1.47%) Data Quality
2 1 (0.74%) Accessibility
System Software
1 36 (26.47%) Docker
Systems Management
1 46 (33.82%) Kubernetes
2 14 (10.29%) Terraform
3 5 (3.68%) Ansible
4 2 (1.47%) Puppet
5 1 (0.74%) Opscode Chef
Vendors
1 8 (5.88%) Microsoft
1 8 (5.88%) Salesforce.com
2 7 (5.15%) Informatica
3 6 (4.41%) Talend
4 3 (2.21%) Databricks
4 3 (2.21%) Google
5 2 (1.47%) Atlassian
5 2 (1.47%) Carbon Black
5 2 (1.47%) Cloudera
5 2 (1.47%) Hortonworks
5 2 (1.47%) McAfee
5 2 (1.47%) VMware
6 1 (0.74%) Alteryx
6 1 (0.74%) IBM
6 1 (0.74%) Oracle