Period
to

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 8 August 2022 with a comparison to the same period in the previous 2 years.

Scala
England > South East
6 months to
8 Aug 2022
Same period 2021 Same period 2020
Rank 371 373 252
Rank change year-on-year +2 -121 +71
Permanent jobs citing Scala 131 74 84
As % of all permanent jobs advertised in the South East 0.60% 0.45% 0.75%
As % of the Programming Languages category 1.31% 0.81% 1.34%
Number of salaries quoted 29 62 65
10th Percentile £38,600 £37,500 £37,500
25th Percentile £50,000 £46,250 £50,000
Median annual salary (50th Percentile) £75,000 £60,000 £60,000
Median % change year-on-year +25.00% - +4.35%
75th Percentile £92,500 £73,750 £75,000
90th Percentile - £81,250 £78,750
England median annual salary £80,000 £75,000 £75,000
% change year-on-year +6.67% - +3.45%

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 South East with a requirement for coding skills.

All Programming Languages
South East
Permanent vacancies with a requirement for coding skills 10,017 9,103 6,278
As % of all permanent IT jobs advertised in the South East 45.99% 54.82% 56.40%
Number of salaries quoted 6,119 6,789 5,372
10th Percentile £33,750 £32,500 £31,750
25th Percentile £42,500 £40,500 £38,750
Median annual salary (50th Percentile) £55,000 £50,500 £50,000
Median % change year-on-year +8.91% +1.00% +5.26%
75th Percentile £72,500 £65,000 £63,750
90th Percentile £85,000 £77,500 £75,000
England median annual salary £62,500 £57,500 £55,000
% change year-on-year +8.70% +4.55% +4.76%

Scala
Job Vacancy Trend in the South East

Job postings citing Scala as a proportion of all IT jobs advertised in the South East.

Job vacancy trend for Scala in the South East

Scala
Salary Trend in the South East

3-month moving average salary quoted in jobs citing Scala in the South East.

Salary trend for Scala in the South East

Scala
Salary Histogram in the South East

Salary distribution for jobs citing Scala in the South East over the 6 months to 8 August 2022.

Salary histogram for Scala in the South East

Scala
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the South East region over the 6 months to 8 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
Surrey +12 62 £85,000 +61.90% 1
Thames Valley -24 38 £55,000 +10.00% 8
Berkshire +14 28 £55,000 -18.52% 3
West Sussex -15 15 £90,000 +16.13% 2
Kent - 12 £77,500 -
Oxfordshire -31 8 £50,000 - 2
Hampshire -9 3 £44,500 -31.54% 6
Buckinghamshire -33 3 - - 3
East Sussex -9 2 £53,750 -
Scala
England

For the 6 months to 8 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 South East region with a requirement for Scala.

1 106 (80.92%) Java
2 101 (77.10%) Agile
3 69 (52.67%) CI/CD
4 68 (51.91%) Continuous Integration
5 67 (51.15%) Analytics
6 61 (46.56%) DevOps
7 58 (44.27%) Software Engineering
8 56 (42.75%) Finance
9 55 (41.98%) Python
10 47 (35.88%) Azure
11 46 (35.11%) Continuous Delivery
12 45 (34.35%) Databricks
13 43 (32.82%) Test Automation
14 42 (32.06%) AWS
14 42 (32.06%) Data Lake
15 40 (30.53%) Big Data
15 40 (30.53%) Banking
16 38 (29.01%) Artificial Intelligence
17 37 (28.24%) QA
17 37 (28.24%) User Stories
18 36 (27.48%) Cybersecurity
18 36 (27.48%) Cyberattack
18 36 (27.48%) Cyber Threat Intelligence
18 36 (27.48%) ETL
18 36 (27.48%) Threat Intelligence
18 36 (27.48%) Serverless
18 36 (27.48%) Inclusion and Diversity
19 35 (26.72%) Continuous Improvement
20 34 (25.95%) Cyber Defence
21 33 (25.19%) Deployment Automation

Scala
Co-occurring IT Skills in the South East 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 22 (16.79%) Apache Spark
2 5 (3.82%) Confluence
3 1 (0.76%) Apache
3 1 (0.76%) nginx
Cloud Services
1 47 (35.88%) Azure
2 42 (32.06%) AWS
3 36 (27.48%) Serverless
4 31 (23.66%) Azure Data Factory
5 30 (22.90%) Azure Cosmos DB
6 26 (19.85%) GitHub
7 22 (16.79%) Azure AKS
7 22 (16.79%) Azure DevOps
7 22 (16.79%) Azure Event Grid
7 22 (16.79%) Azure Functions
7 22 (16.79%) Azure Monitor
7 22 (16.79%) Azure Service Bus
7 22 (16.79%) Azure Synapse Analytics
7 22 (16.79%) GitHub Actions
8 14 (10.69%) AWS Lambda
9 13 (9.92%) Amazon Kinesis
10 8 (6.11%) Power Platform
11 5 (3.82%) Cloud Computing
12 2 (1.53%) GCP
13 1 (0.76%) Amazon ELB
Communications & Networking
1 33 (25.19%) SNA
2 5 (3.82%) Cisco IPT
3 4 (3.05%) Internet
Database & Business Intelligence
1 42 (32.06%) Data Lake
2 40 (30.53%) Big Data
3 17 (12.98%) Hadoop
4 13 (9.92%) DynamoDB
5 10 (7.63%) Relational Database
6 9 (6.87%) NoSQL
7 8 (6.11%) Azure SQL Data Warehouse
7 8 (6.11%) Data Warehouse
7 8 (6.11%) Power BI
7 8 (6.11%) SQL Server
7 8 (6.11%) SQL Server Integration Services
8 7 (5.34%) Elasticsearch
8 7 (5.34%) Flink
8 7 (5.34%) Tableau
9 4 (3.05%) HBase
10 2 (1.53%) PostgreSQL
11 1 (0.76%) Apache Hive
11 1 (0.76%) Data Mining
11 1 (0.76%) MongoDB
11 1 (0.76%) MySQL
Development Applications
1 16 (12.21%) Jenkins
2 13 (9.92%) Git (software)
3 6 (4.58%) JIRA
4 1 (0.76%) Cucumber
4 1 (0.76%) GoCD
4 1 (0.76%) JUnit
4 1 (0.76%) Mockito
4 1 (0.76%) Sonatype Nexus
4 1 (0.76%) Subversion
4 1 (0.76%) Travis CI
General
1 56 (42.75%) Finance
2 40 (30.53%) Banking
3 36 (27.48%) Inclusion and Diversity
4 17 (12.98%) Financial Institution
5 16 (12.21%) Marketing
6 15 (11.45%) Social Skills
7 13 (9.92%) Advertising
8 6 (4.58%) Analytical Skills
9 5 (3.82%) Games
10 4 (3.05%) Telecoms
11 3 (2.29%) Public Sector
12 1 (0.76%) Electronics
12 1 (0.76%) Influencing Skills
12 1 (0.76%) Law
12 1 (0.76%) Publishing
Job Titles
1 39 (29.77%) Data Engineer
2 37 (28.24%) Software Engineer
3 30 (22.90%) Azure Engineer
3 30 (22.90%) Developer
4 22 (16.79%) Cloud Engineer
4 22 (16.79%) Security Engineer
4 22 (16.79%) Senior Cloud Engineer
4 22 (16.79%) Senior Data Engineer
4 22 (16.79%) Senior Security Engineer
5 16 (12.21%) Senior Developer
6 15 (11.45%) Automation Engineer
6 15 (11.45%) Java Developer
7 14 (10.69%) Scala Developer
7 14 (10.69%) Software Developer
8 13 (9.92%) Senior Scala Developer
8 13 (9.92%) Senior Software Developer
9 8 (6.11%) Azure Specialist
9 8 (6.11%) Data Warehouse Specialist
10 7 (5.34%) Data Scientist
11 4 (3.05%) Big Data Software Engineer
Libraries, Frameworks & Software Standards
1 30 (22.90%) React
2 29 (22.14%) Kafka
3 22 (16.79%) .NET
3 22 (16.79%) CSS
3 22 (16.79%) CSS3
4 17 (12.98%) Play Framework
5 13 (9.92%) Akka
5 13 (9.92%) Scalaz
5 13 (9.92%) Spring
6 8 (6.11%) RESTful
7 7 (5.34%) scikit-learn
7 7 (5.34%) TensorFlow
8 5 (3.82%) GraphQL
8 5 (3.82%) Spring Boot
8 5 (3.82%) Web Services
9 4 (3.05%) Apache NiFi
9 4 (3.05%) HTML
9 4 (3.05%) HTML5
9 4 (3.05%) Redux
9 4 (3.05%) REST
Miscellaneous
1 36 (27.48%) Cyberattack
2 34 (25.95%) Cyber Defence
3 32 (24.43%) Social Network
4 14 (10.69%) Algorithms
5 13 (9.92%) Blog
5 13 (9.92%) Cloud Native
5 13 (9.92%) Public Cloud
6 8 (6.11%) Data Centre
6 8 (6.11%) Management Information System
6 8 (6.11%) Reinsurance
7 5 (3.82%) IoT
7 5 (3.82%) User Experience
7 5 (3.82%) Virtual Team
8 4 (3.05%) Blockchain
9 2 (1.53%) Self-Motivation
10 1 (0.76%) Cybercrime
10 1 (0.76%) Greenfield Project
10 1 (0.76%) Hackathon
10 1 (0.76%) Industrial Internet of Things
10 1 (0.76%) Marketing Technology
Operating Systems
1 6 (4.58%) Linux
2 1 (0.76%) Red Hat Enterprise Linux
2 1 (0.76%) Ubuntu
Processes & Methodologies
1 101 (77.10%) Agile
2 69 (52.67%) CI/CD
3 68 (51.91%) Continuous Integration
4 67 (51.15%) Analytics
5 61 (46.56%) DevOps
6 58 (44.27%) Software Engineering
7 46 (35.11%) Continuous Delivery
8 43 (32.82%) Test Automation
9 38 (29.01%) Artificial Intelligence
10 37 (28.24%) User Stories
11 36 (27.48%) Cyber Threat Intelligence
11 36 (27.48%) Cybersecurity
11 36 (27.48%) ETL
11 36 (27.48%) Threat Intelligence
12 35 (26.72%) Continuous Improvement
13 33 (25.19%) Deployment Automation
14 32 (24.43%) Fraud Detection
15 28 (21.37%) Scrum
16 24 (18.32%) Data Analytics
17 23 (17.56%) Full Stack Development
Programming Languages
1 106 (80.92%) Java
2 55 (41.98%) Python
3 33 (25.19%) Groovy
4 27 (20.61%) Bash
5 25 (19.08%) Clojure
5 25 (19.08%) SQL
6 22 (16.79%) PowerShell
7 13 (9.92%) C#
7 13 (9.92%) Lisp
8 10 (7.63%) JavaScript
9 8 (6.11%) T-SQL
10 7 (5.34%) R
11 5 (3.82%) Kotlin
11 5 (3.82%) MATLAB
12 3 (2.29%) Go
13 1 (0.76%) Perl
13 1 (0.76%) PHP
13 1 (0.76%) TypeScript
Qualifications
1 5 (3.82%) (ISC)2 CCSP
1 5 (3.82%) Cisco Certification
1 5 (3.82%) CISSP
1 5 (3.82%) PhD
2 3 (2.29%) Degree
3 2 (1.53%) Computer Science Degree
Quality Assurance & Compliance
1 37 (28.24%) QA
System Software
1 33 (25.19%) Docker
2 4 (3.05%) Firmware
Systems Management
1 7 (5.34%) Kubernetes
2 5 (3.82%) Ansible
3 3 (2.29%) Terraform
4 1 (0.76%) Control-M
4 1 (0.76%) Galera Cluster
4 1 (0.76%) Opsgenie
4 1 (0.76%) ZABBIX
Vendors
1 45 (34.35%) Databricks
2 14 (10.69%) Microsoft
3 8 (6.11%) Informatica
4 4 (3.05%) Atlassian
5 2 (1.53%) Oracle
6 1 (0.76%) New Relic
6 1 (0.76%) PayPal
6 1 (0.76%) Percona