Scala Job Trends in England

Scala
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring Scala skills. It covers permanent job vacancies from the 6 months leading up to 5 September 2026, with comparisons to the same periods in the previous two years.

6 months to
5 Sep 2026
Same period 2025 Same period 2024
Rank 565 499 414
Rank change year-on-year -66 -85 +26
Permanent jobs citing Scala 194 140 386
As % of all permanent jobs in England 0.20% 0.32% 0.56%
As % of the Programming Languages category 1.16% 1.18% 1.85%
Number of salaries quoted 124 72 149
10th Percentile £53,750 £56,250 £50,000
25th Percentile £60,000 £62,500 £63,750
Median annual salary (50th Percentile) £80,750 £90,000 £80,000
Median % change year-on-year -10.28% +12.50% -
75th Percentile £107,500 £100,000 £95,000
90th Percentile £128,125 £114,625 £102,500
UK median annual salary £80,000 £90,000 £80,000
% change year-on-year -11.11% +12.50% -

All Programming Languages
England

Scala falls under the Programming Languages category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring coding skills in England.

Permanent vacancies with a requirement for coding skills 16,727 11,836 20,886
As % of all permanent jobs advertised in England 17.05% 27.42% 30.15%
Number of salaries quoted 12,268 7,818 14,238
10th Percentile £38,750 £33,250 £37,500
25th Percentile £48,750 £46,250 £47,231
Median annual salary (50th Percentile) £65,000 £63,500 £62,500
Median % change year-on-year +2.36% +1.60% -3.85%
75th Percentile £85,000 £85,000 £84,964
90th Percentile £100,000 £112,500 £108,750
UK median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% -7.69%

Scala
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings citing Scala relative to all permanent IT jobs advertised in England.

Scala job vacancy trend in England

Scala
Salary Trend in England

Salary distribution trend for jobs in England citing Scala.

Salary distribution trend for jobs in England citing Scala

Scala
Salary Histogram in England

Salary distribution for jobs citing Scala in England over the 6 months to 5 September 2026.

Salary histogram for Scala in England

Scala
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the England region over the 6 months to 5 September 2026. 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 -55 104 £105,000 +16.67% 200
North of England -43 42 £66,250 +1.92% 17
North West +9 23 £66,250 -17.19% 8
South West - 20 £64,250 - 13
East of England -27 11 £100,000 +53.85% 5
North East -57 11 £57,500 -11.54% 6
Yorkshire -55 8 £90,000 +57.89% 3
Midlands -38 6 £81,500 +25.38% 5
South East -36 5 £55,000 -25.42% 17
East Midlands - 5 - - 1
West Midlands -40 1 £81,500 +25.38% 4
Scala
UK

Scala
Co-Occurring Skills & Capabilities in England by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 51 (26.29%) Apache Spark
2 35 (18.04%) Apache
3 9 (4.64%) Apache Airflow
4 3 (1.55%) Jupyter
4 3 (1.55%) SAS
5 2 (1.03%) Luigi
6 1 (0.52%) GeoServer
Cloud Services
1 81 (41.75%) AWS
2 78 (40.21%) Azure
3 56 (28.87%) GCP
4 40 (20.62%) Azure Data Factory
5 32 (16.49%) Azure Databricks
6 30 (15.46%) Azure Synapse Analytics
7 27 (13.92%) Microsoft Purview
8 23 (11.86%) Power Platform
9 21 (10.82%) GitHub
10 17 (8.76%) Snowflake
11 16 (8.25%) Azure DevOps
11 16 (8.25%) GitHub Actions
12 13 (6.70%) Amazon S3
13 11 (5.67%) Serverless
14 10 (5.15%) AWS Lambda
15 5 (2.58%) GitHub Copilot
16 4 (2.06%) Amazon EC2
16 4 (2.06%) Amazon EKS
16 4 (2.06%) SaaS
17 3 (1.55%) Amazon SQS
Communications & Networking
1 18 (9.28%) Broadband
Database & Business Intelligence
1 33 (17.01%) Big Data
2 29 (14.95%) Delta Lake
3 28 (14.43%) Metadata
4 25 (12.89%) Data Warehouse
5 22 (11.34%) Data Vault
6 21 (10.82%) Power BI
7 20 (10.31%) Hadoop
8 17 (8.76%) NoSQL
8 17 (8.76%) PostgreSQL
9 15 (7.73%) Elasticsearch
9 15 (7.73%) Tableau
10 11 (5.67%) Amazon Redshift
10 11 (5.67%) Azure SQL Database
10 11 (5.67%) Relational Database
11 10 (5.15%) BigQuery
11 10 (5.15%) Data Lake
12 9 (4.64%) MongoDB
12 9 (4.64%) SQL Server
13 6 (3.09%) MySQL
14 4 (2.06%) Apache Cassandra
Development Applications
1 20 (10.31%) Git
2 18 (9.28%) Jenkins
3 8 (4.12%) GitLab
4 5 (2.58%) Maven
5 3 (1.55%) Cucumber
5 3 (1.55%) Gatling
5 3 (1.55%) JUnit
5 3 (1.55%) Postman
5 3 (1.55%) Selenium
6 2 (1.03%) Gradle
6 2 (1.03%) Mockito
7 1 (0.52%) MLflow
General
1 52 (26.80%) Social Skills
2 46 (23.71%) Finance
3 27 (13.92%) Analytical Skills
4 10 (5.15%) Inclusion and Diversity
4 10 (5.15%) Law
5 7 (3.61%) Manufacturing
5 7 (3.61%) Public Sector
6 5 (2.58%) Legal
6 5 (2.58%) Marketing
7 4 (2.06%) Advertising
7 4 (2.06%) Banking
8 3 (1.55%) Digital Healthcare
9 2 (1.03%) Financial Institution
9 2 (1.03%) Games
10 1 (0.52%) Front Office
10 1 (0.52%) Investment Banking
Job Titles
1 59 (30.41%) Data Engineer
2 38 (19.59%) Developer
2 38 (19.59%) Senior
3 34 (17.53%) Architect
4 29 (14.95%) Data Architect
4 29 (14.95%) Lead
5 26 (13.40%) Software Engineer
6 21 (10.82%) Scala Engineer
7 18 (9.28%) Scala Developer
8 14 (7.22%) Senior Data Engineer
9 12 (6.19%) Software Developer
10 11 (5.67%) Consultant
11 10 (5.15%) Lead Software Engineer
11 10 (5.15%) Software Consultant
12 9 (4.64%) Scala Software Engineer
13 8 (4.12%) Databricks Data Engineer
13 8 (4.12%) Databricks Engineer
14 7 (3.61%) Azure Data Engineer
14 7 (3.61%) Azure Engineer
14 7 (3.61%) Principal Engineer
Libraries, Frameworks & Software Standards
1 34 (17.53%) PySpark
2 25 (12.89%) Kafka
2 25 (12.89%) Terraform
3 18 (9.28%) gRPC
4 8 (4.12%) React
5 6 (3.09%) Spring
5 6 (3.09%) Spring Boot
6 5 (2.58%) Hibernate
6 5 (2.58%) JPA
6 5 (2.58%) OpenAPI
6 5 (2.58%) Play Framework
6 5 (2.58%) Spring MVC
6 5 (2.58%) Swagger
7 4 (2.06%) CrewAI
7 4 (2.06%) LangChain
7 4 (2.06%) Node.js
7 4 (2.06%) RESTful
8 3 (1.55%) Playwright
8 3 (1.55%) RabbitMQ
8 3 (1.55%) YAML
Miscellaneous
1 38 (19.59%) Cloud Native
2 26 (13.40%) Distributed Systems
3 18 (9.28%) Over-the-Top Content
3 18 (9.28%) Video\Live Streaming
4 8 (4.12%) Product Ownership
5 7 (3.61%) Analytical Mindset
5 7 (3.61%) Robotics
6 5 (2.58%) Public Cloud
7 4 (2.06%) Data Structures
7 4 (2.06%) Distributed Architecture
7 4 (2.06%) Distributed Computing
7 4 (2.06%) Virtual Team
8 3 (1.55%) Legacy Systems
9 2 (1.03%) AI Agents
9 2 (1.03%) Blog
9 2 (1.03%) Onboarding
10 1 (0.52%) Culture of Ownership
10 1 (0.52%) Hedge funds
10 1 (0.52%) IoT
10 1 (0.52%) Market Risk
Operating Systems
1 1 (0.52%) Linux
1 1 (0.52%) Unix
Processes & Methodologies
1 87 (44.85%) CI/CD
2 75 (38.66%) Analytics
2 75 (38.66%) Data Modelling
3 70 (36.08%) Data Engineering
4 61 (31.44%) AI
5 60 (30.93%) Machine Learning
6 59 (30.41%) Data Science
7 58 (29.90%) Software Engineering
8 57 (29.38%) Agile
9 55 (28.35%) Data Pipeline
10 45 (23.20%) Business Intelligence
11 44 (22.68%) DevOps
12 42 (21.65%) ETL
13 41 (21.13%) Infrastructure as Code
14 39 (20.10%) Problem-Solving
15 35 (18.04%) Data Architecture
16 34 (17.53%) Containerisation
16 34 (17.53%) Lakehouse
17 32 (16.49%) Technical Leadership
18 29 (14.95%) Coaching
Programming Languages
1 120 (61.86%) Python
2 83 (42.78%) SQL
3 74 (38.14%) Java
4 23 (11.86%) Go
5 16 (8.25%) Bicep
6 11 (5.67%) TypeScript
7 9 (4.64%) C++
7 9 (4.64%) Kotlin
7 9 (4.64%) Rust
8 8 (4.12%) JavaScript
9 7 (3.61%) C
9 7 (3.61%) Clojure
9 7 (3.61%) Erlang
10 5 (2.58%) R
11 4 (2.06%) C#
11 4 (2.06%) Ruby
12 3 (1.55%) PL/SQL
13 2 (1.03%) Elixir
13 2 (1.03%) PHP
14 1 (0.52%) Shell Script
Qualifications
1 52 (26.80%) Security Cleared
2 34 (17.53%) SC Cleared
3 25 (12.89%) Azure Certification
4 19 (9.79%) Microsoft Certification
5 16 (8.25%) SnowPro
6 9 (4.64%) Computer Science Degree
6 9 (4.64%) Degree
7 6 (3.09%) DV Cleared
8 3 (1.55%) Master's Degree
9 2 (1.03%) Microsoft Certified Professional
10 1 (0.52%) AWS Certification
Quality Assurance & Compliance
1 55 (28.35%) Data Quality
2 9 (4.64%) Accessibility
3 5 (2.58%) QA
4 2 (1.03%) GDPR
System Software
1 47 (24.23%) Docker
Systems Management
1 31 (15.98%) Kubernetes
2 4 (2.06%) Grafana
3 3 (1.55%) HAProxy
3 3 (1.55%) Kibana
4 2 (1.03%) Ansible
4 2 (1.03%) Prometheus
Vendors
1 52 (26.80%) Databricks
2 33 (17.01%) Microsoft
3 18 (9.28%) Typelevel
4 5 (2.58%) Dynatrace
4 5 (2.58%) Splunk
5 4 (2.06%) Google
6 3 (1.55%) OpenAI
7 2 (1.03%) Atlassian
7 2 (1.03%) Oracle
8 1 (0.52%) Informatica
8 1 (0.52%) Mapbox
8 1 (0.52%) Workday