Scala Contract Job Trends

Scala
UK

The table below provides summary statistics and contractor rates for jobs requiring Scala skills. It covers contract job vacancies from the 6 months leading up to 2 January 2026, with comparisons to the same periods in the previous two years.

6 months to
2 Jan 2026
Same period 2025 Same period 2024
Rank 384 308 325
Rank change year-on-year -76 +17 -115
Contract jobs citing Scala 194 247 296
As % of all contract jobs in the UK 0.52% 0.75% 0.68%
As % of the Programming Languages category 1.69% 2.31% 2.25%
Number of daily rates quoted 134 139 199
10th Percentile £377 £435 £400
25th Percentile £415 £513 £500
Median daily rate (50th Percentile) £500 £612 £600
Median % change year-on-year -18.30% +2.00% -
75th Percentile £588 £757 £750
90th Percentile £650 £838 £835
UK excluding London median daily rate £430 £500 £513
% change year-on-year -14.00% -2.44% -5.09%
Number of hourly rates quoted 0 1 6
10th Percentile - - £33.80
25th Percentile - - £39.85
Median hourly rate - £80.00 £53.60
Median % change year-on-year - +49.27% +53.13%
75th Percentile - - £74.75
90th Percentile - - £84.00
UK excluding London median hourly rate - - £65.00
% change year-on-year - - -7.14%

All Programming Languages
UK

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

Contract vacancies with a requirement for coding skills 11,473 10,702 13,159
As % of all contract IT jobs advertised in the UK 30.93% 32.58% 30.45%
Number of daily rates quoted 7,610 6,827 9,368
10th Percentile £350 £350 £355
25th Percentile £413 £425 £430
Median daily rate (50th Percentile) £503 £525 £550
Median % change year-on-year -4.29% -4.55% -2.65%
75th Percentile £619 £645 £650
90th Percentile £725 £750 £750
UK excluding London median daily rate £480 £489 £500
% change year-on-year -1.84% -2.20% -2.91%
Number of hourly rates quoted 383 243 420
10th Percentile £33.00 £21.40 £35.45
25th Percentile £51.21 £39.28 £47.50
Median hourly rate £65.00 £62.50 £62.50
Median % change year-on-year +4.00% - -0.13%
75th Percentile £69.72 £68.00 £70.00
90th Percentile £76.25 £85.00 £78.08
UK excluding London median hourly rate £65.00 £63.00 £65.00
% change year-on-year +3.17% -3.08% -

Scala
Job Vacancy Trend

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

Scala job vacancy trend in the UK

Scala
Daily Rate Trend

Contractor daily rate distribution trend for jobs in the UK citing Scala.

Contractor daily rate distribution trend for jobs in the UK citing Scala

Scala
Daily Rate Histogram

Daily rate distribution for jobs citing Scala over the 6 months to 2 January 2026.

Daily rate histogram for Scala in the UK

Scala
Hourly Rate Trend

Contractor hourly rate distribution trend for jobs in the UK citing Scala.

Contractor hourly rate distribution trend for jobs in the UK citing Scala

Scala
Top 14 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Scala within the UK over the 6 months to 2 January 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England -77 170 £511 -17.04% 70
London -73 112 £545 -19.26% 39
Work from Home -33 54 £556 +1.14% 39
UK excluding London -30 53 £430 -14.00% 33
Midlands -15 30 £435 -28.92% 4
West Midlands -20 25 £488 -20.26% 3
North of England -35 21 £425 -22.73% 9
Yorkshire -51 10 £488 -2.50% 5
North West - 7 £380 - 4
North East -9 5 £400 -27.27%
East Midlands - 5 £420 - 1
South East - 3 £604 - 13
South West -9 1 - - 3
East of England -18 1 £400 -20.00% 6

Scala
Co-Occurring Skills & Capabilities 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 65 (33.51%) Apache Spark
2 32 (16.49%) Apache
3 15 (7.73%) Apache Airflow
4 9 (4.64%) JBoss
4 9 (4.64%) WebLogic
5 7 (3.61%) Apache Pig
6 4 (2.06%) IIS
7 2 (1.03%) SAS
8 1 (0.52%) Jupyter
8 1 (0.52%) Luigi
8 1 (0.52%) nginx
Applications
1 1 (0.52%) Microsoft Excel
1 1 (0.52%) MS Visio
Business Applications
1 1 (0.52%) NetSuite
1 1 (0.52%) Salesforce CRM
Cloud Services
1 78 (40.21%) Azure
2 54 (27.84%) AWS
3 38 (19.59%) Azure Data Factory
4 26 (13.40%) GCP
5 25 (12.89%) Power Platform
6 12 (6.19%) Cloud Computing
7 10 (5.15%) Azure DevOps
8 9 (4.64%) Amazon S3
9 7 (3.61%) Azure Synapse Analytics
10 6 (3.09%) Serverless
10 6 (3.09%) Snowflake
11 5 (2.58%) AWS CloudFormation
11 5 (2.58%) AWS Lambda
11 5 (2.58%) GitHub
11 5 (2.58%) Microsoft Purview
12 4 (2.06%) Amazon MSK
12 4 (2.06%) GitHub Actions
13 3 (1.55%) Amazon EMR
13 3 (1.55%) Amazon Kinesis
13 3 (1.55%) AWS Step Functions
Communications & Networking
1 5 (2.58%) HTTP
2 1 (0.52%) Broadband
Database & Business Intelligence
1 40 (20.62%) Data Warehouse
2 34 (17.53%) NoSQL
3 28 (14.43%) Big Data
4 27 (13.92%) Azure SQL Database
5 25 (12.89%) Power BI
6 24 (12.37%) Hadoop
7 17 (8.76%) Apache Hive
7 17 (8.76%) MongoDB
8 15 (7.73%) Tableau
9 14 (7.22%) Data Lake
10 12 (6.19%) Delta Lake
11 11 (5.67%) Data Mining
12 9 (4.64%) HBase
12 9 (4.64%) PostgreSQL
12 9 (4.64%) Relational Database
13 8 (4.12%) Amazon Redshift
14 7 (3.61%) Metadata
15 6 (3.09%) Flink
16 5 (2.58%) BigQuery
16 5 (2.58%) Impala
Development Applications
1 47 (24.23%) Git
2 22 (11.34%) Jenkins
3 14 (7.22%) Selenium
4 10 (5.15%) JUnit
5 9 (4.64%) Cucumber
5 9 (4.64%) Eclipse
5 9 (4.64%) IntelliJ
6 6 (3.09%) Gradle
7 4 (2.06%) GitLab
7 4 (2.06%) TeamCity
8 3 (1.55%) Maven
8 3 (1.55%) MLflow
8 3 (1.55%) Mockito
8 3 (1.55%) ScalaTest
8 3 (1.55%) Xcode
9 2 (1.03%) Gatling
10 1 (0.52%) Postman
10 1 (0.52%) REST Assured
10 1 (0.52%) RSpec
10 1 (0.52%) WebDriver
General
1 50 (25.77%) Social Skills
2 24 (12.37%) Finance
3 20 (10.31%) Banking
4 16 (8.25%) Analytical Skills
5 15 (7.73%) Public Sector
6 12 (6.19%) Investment Banking
7 11 (5.67%) Influencing Skills
8 5 (2.58%) Inclusion and Diversity
9 2 (1.03%) Back Office
9 2 (1.03%) Documentation Skills
9 2 (1.03%) Front Office
10 1 (0.52%) Games
10 1 (0.52%) Health Technology
10 1 (0.52%) Law
10 1 (0.52%) Legal
10 1 (0.52%) Marketing
10 1 (0.52%) Pharmaceutical
10 1 (0.52%) Retail
10 1 (0.52%) Telecoms
Job Titles
1 82 (42.27%) Data Engineer
2 47 (24.23%) Developer
3 31 (15.98%) Scala Developer
4 28 (14.43%) Azure Engineer
5 27 (13.92%) Azure Data Engineer
6 21 (10.82%) Senior
7 18 (9.28%) Scala Engineer
8 13 (6.70%) Senior Data Engineer
9 11 (5.67%) Data Scientist
10 7 (3.61%) Lead
11 6 (3.09%) Java Engineer
12 5 (2.58%) Architect
12 5 (2.58%) Hadoop Developer
12 5 (2.58%) Java Developer
12 5 (2.58%) Tester
13 4 (2.06%) Analyst
13 4 (2.06%) Apache Spark Developer
13 4 (2.06%) Data Analyst
13 4 (2.06%) SQL Developer
14 3 (1.55%) Engineering Manager
Libraries, Frameworks & Software Standards
1 46 (23.71%) PySpark
2 30 (15.46%) Kafka
3 23 (11.86%) Play Framework
4 17 (8.76%) REST
5 15 (7.73%) JSON
6 13 (6.70%) Akka
6 13 (6.70%) Spring
7 12 (6.19%) HTML
8 10 (5.15%) SOAP
9 9 (4.64%) EJB
9 9 (4.64%) Hibernate
9 9 (4.64%) HTML5
9 9 (4.64%) J2EE
9 9 (4.64%) J2SE
9 9 (4.64%) RESTful
9 9 (4.64%) XML
10 5 (2.58%) Spark Streaming
11 4 (2.06%) OpenTelemetry
11 4 (2.06%) React
11 4 (2.06%) YAML
Miscellaneous
1 18 (9.28%) Algorithms
2 8 (4.12%) Cloud Native
3 6 (3.09%) Distributed Computing
4 5 (2.58%) Data Protection Act
4 5 (2.58%) Distributed Systems
5 4 (2.06%) Data Structures
5 4 (2.06%) Product Ownership
6 3 (1.55%) Greenfield Project
6 3 (1.55%) Legacy Systems
6 3 (1.55%) Mobile App
6 3 (1.55%) Mobile Banking
6 3 (1.55%) Team-Oriented Environment
7 2 (1.03%) AI Agents
7 2 (1.03%) Derivative
7 2 (1.03%) Equities
7 2 (1.03%) Foreign Exchange (FX)
7 2 (1.03%) Music Streaming
8 1 (0.52%) Autonomous Agent
8 1 (0.52%) Onboarding
8 1 (0.52%) Virtual Reality
Operating Systems
1 12 (6.19%) Unix
2 8 (4.12%) Linux
3 4 (2.06%) Android
3 4 (2.06%) Apple iOS
4 3 (1.55%) Mac OS
Processes & Methodologies
1 91 (46.91%) Agile
2 74 (38.14%) CI/CD
2 74 (38.14%) Data Pipeline
3 58 (29.90%) Data Engineering
4 47 (24.23%) Data Modelling
5 46 (23.71%) DevOps
6 44 (22.68%) Problem-Solving
7 42 (21.65%) ETL
8 38 (19.59%) Data Governance
9 31 (15.98%) Data Science
9 31 (15.98%) Scrum
10 30 (15.46%) Data Architecture
11 28 (14.43%) Data Integration
12 27 (13.92%) TDD
13 26 (13.40%) Analytics
13 26 (13.40%) Integration Patterns
13 26 (13.40%) Machine Learning
13 26 (13.40%) Visualisation
14 24 (12.37%) Microservices
15 23 (11.86%) Continuous Improvement
Programming Languages
1 102 (52.58%) Python
2 91 (46.91%) SQL
3 68 (35.05%) Java
4 11 (5.67%) Kotlin
5 9 (4.64%) R
5 9 (4.64%) TypeScript
6 8 (4.12%) JavaScript
7 6 (3.09%) C++
8 3 (1.55%) C
8 3 (1.55%) C#
8 3 (1.55%) Go
8 3 (1.55%) Objective-C
8 3 (1.55%) Ruby
8 3 (1.55%) Swift
9 2 (1.03%) Groovy
10 1 (0.52%) ANSI SQL
10 1 (0.52%) Bash
10 1 (0.52%) Clojure
10 1 (0.52%) HiveQL
10 1 (0.52%) Rust
Qualifications
1 42 (21.65%) SC Cleared
1 42 (21.65%) Security Cleared
2 10 (5.15%) Azure Certification
3 8 (4.12%) BPSS Clearance
4 5 (2.58%) AWS Certification
4 5 (2.58%) Degree
5 3 (1.55%) Computer Science Degree
6 2 (1.03%) Master's Degree
7 1 (0.52%) AWS Certified Developer
7 1 (0.52%) MCP
7 1 (0.52%) Tableau Certification
Quality Assurance & Compliance
1 43 (22.16%) Data Quality
2 7 (3.61%) QA
3 4 (2.06%) Accessibility
4 1 (0.52%) GDPR
4 1 (0.52%) ISO 20022
4 1 (0.52%) MiFID
4 1 (0.52%) WCAG
System Software
1 41 (21.13%) Docker
2 7 (3.61%) HDFS
3 4 (2.06%) Virtual Machines
Systems Management
1 32 (16.49%) Kubernetes
2 13 (6.70%) Terraform
3 10 (5.15%) Puppet
4 6 (3.09%) Prometheus
5 5 (2.58%) Ansible
5 5 (2.58%) Grafana
5 5 (2.58%) Kibana
6 3 (1.55%) Hadoop YARN
6 3 (1.55%) Oozie
7 1 (0.52%) Sysdig
Vendors
1 65 (33.51%) Databricks
2 12 (6.19%) Splunk
3 11 (5.67%) Microsoft
4 9 (4.64%) webMethods
5 5 (2.58%) Google
6 4 (2.06%) Cloudera
6 4 (2.06%) Confluent
6 4 (2.06%) Mercator
7 2 (1.03%) IBM
7 2 (1.03%) Oracle
7 2 (1.03%) Salesforce
8 1 (0.52%) Informatica
8 1 (0.52%) PayPal
8 1 (0.52%) SnapLogic
8 1 (0.52%) Typelevel
8 1 (0.52%) Vertica
8 1 (0.52%) Zoomdata