Period
to 23 January 2022

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

Scala
England > East of England
6 months to
23 Jan 2022
Same period 2021 Same period 2020
Rank 219 145 233
Rank change year-on-year -74 +88 -9
Permanent jobs citing Scala 27 13 22
As % of all permanent jobs advertised in the East of England 0.46% 0.54% 0.36%
As % of the Programming Languages category 0.99% 1.01% 0.71%
Number of salaries quoted 4 12 11
10th Percentile £43,625 £51,750 £61,250
25th Percentile £45,313 £57,188 £68,125
Median annual salary (50th Percentile) £50,000 £60,000 £72,500
Median % change year-on-year -16.67% -17.24% +20.83%
75th Percentile £53,750 £67,500 £80,000
90th Percentile - - £81,250
England median annual salary £80,000 £75,000 £72,500
% change year-on-year +6.67% +3.45% +3.57%

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 East of England with a requirement for coding skills.

All Programming Languages
East of England
Permanent vacancies with a requirement for coding skills 2,719 1,288 3,100
As % of all permanent IT jobs advertised in the East of England 46.34% 53.42% 50.55%
Number of salaries quoted 1,179 980 2,298
10th Percentile £32,500 £31,250 £30,000
25th Percentile £40,000 £37,500 £37,500
Median annual salary (50th Percentile) £52,500 £50,000 £50,000
Median % change year-on-year +5.00% - +5.26%
75th Percentile £66,250 £65,000 £62,500
90th Percentile £75,000 £77,500 £72,500
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

Scala
Job Vacancy Trend in the East of England

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

Job vacancy trend for Scala in the East of England

Scala
Salary Trend in the East of England

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

Salary trend for Scala in the East of England

Scala
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the East of England region over the 6 months to 23 January 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
Hertfordshire -66 13 £52,500 -4.55% 5
Essex - 8 - - 1
Cambridgeshire -56 3 £46,250 -26.00% 4
Suffolk - 2 - -
Bedfordshire - 1 £52,500 -
Scala
England

For the 6 months to 23 January 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 East of England region with a requirement for Scala.

1 27 (100.00%) Java
2 26 (96.30%) Python
3 23 (85.19%) Big Data
4 19 (70.37%) ETL
5 17 (62.96%) Agile Software Development
6 16 (59.26%) Analytics
7 14 (51.85%) Data Analytics
7 14 (51.85%) Azure
7 14 (51.85%) AWS
8 13 (48.15%) Databricks
8 13 (48.15%) DevOps
9 12 (44.44%) Bash
9 12 (44.44%) PowerShell
9 12 (44.44%) Continuous Improvement
9 12 (44.44%) Risk Management
9 12 (44.44%) Information Management
9 12 (44.44%) Cisco IPT
9 12 (44.44%) .NET
9 12 (44.44%) Microsoft
9 12 (44.44%) CISSP
9 12 (44.44%) Cisco Certification
9 12 (44.44%) Data Security
9 12 (44.44%) Data Lake
9 12 (44.44%) (ISC)2 CCSP
9 12 (44.44%) Serverless
10 10 (37.04%) Runbook
10 10 (37.04%) Data Science
10 10 (37.04%) GitHub Actions
10 10 (37.04%) Security Operations
10 10 (37.04%) SDLC

Scala
Co-occurring IT Skills in the East of England 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 10 (37.04%) Apache Spark
2 9 (33.33%) Apache
3 5 (18.52%) Elasticsearch
4 4 (14.81%) Apache Airflow
Cloud Services
1 14 (51.85%) AWS
1 14 (51.85%) Azure
2 12 (44.44%) Serverless
3 10 (37.04%) GitHub
3 10 (37.04%) GitHub Actions
4 8 (29.63%) Azure Cosmos DB
4 8 (29.63%) Azure Data Factory
4 8 (29.63%) Azure Event Grid
4 8 (29.63%) Azure Functions
4 8 (29.63%) Azure Monitor
4 8 (29.63%) Azure Service Bus
4 8 (29.63%) Azure Synapse Analytics
5 7 (25.93%) AWS CloudFormation
6 6 (22.22%) Amazon CloudWatch
6 6 (22.22%) Amazon EC2
6 6 (22.22%) Amazon EKS
6 6 (22.22%) Amazon EMR
6 6 (22.22%) AWS CloudTrail
6 6 (22.22%) AWS Lambda
6 6 (22.22%) GCP
Communications & Networking
1 12 (44.44%) Cisco IPT
2 2 (7.41%) Internet
Database & Business Intelligence
1 23 (85.19%) Big Data
2 12 (44.44%) Data Lake
3 8 (29.63%) Amazon Redshift
4 6 (22.22%) Amazon Athena
4 6 (22.22%) Amazon DynamoDB
4 6 (22.22%) Amazon RDS
4 6 (22.22%) Electronic Patient Records
5 5 (18.52%) ClickHouse
5 5 (18.52%) OLAP
6 3 (11.11%) Data Mining
6 3 (11.11%) Power BI
7 2 (7.41%) Apache Hive
7 2 (7.41%) Hadoop
7 2 (7.41%) Redshift Spectrum
8 1 (3.70%) Data Vault
8 1 (3.70%) Data Warehouse
8 1 (3.70%) MongoDB
8 1 (3.70%) NoSQL
8 1 (3.70%) QlikView
8 1 (3.70%) SQL Server Integration Services
Development Applications
1 2 (7.41%) kappa
1 2 (7.41%) Selenium
2 1 (3.70%) CircleCI
2 1 (3.70%) ERwin
2 1 (3.70%) Jenkins
General
1 5 (18.52%) Pharmaceutical
2 2 (7.41%) Advertising
2 2 (7.41%) Analytical Skills
2 2 (7.41%) Finance
2 2 (7.41%) Social Skills
3 1 (3.70%) Digital Economy
3 1 (3.70%) Electronics
3 1 (3.70%) Retail
Job Titles
1 14 (51.85%) Data Engineer
2 12 (44.44%) Cloud Engineer
2 12 (44.44%) Security Engineer
3 10 (37.04%) Senior Cloud Engineer
3 10 (37.04%) Senior Data Engineer
3 10 (37.04%) Senior Security Engineer
4 6 (22.22%) Azure Engineer
5 5 (18.52%) Technical Leader
6 4 (14.81%) AWS Engineer
7 2 (7.41%) DevSecOps Engineer
7 2 (7.41%) QA Tester
7 2 (7.41%) Senior QA Tester
7 2 (7.41%) Senior Tester
7 2 (7.41%) Tester
8 1 (3.70%) Analyst
8 1 (3.70%) Business Intelligence Analyst
8 1 (3.70%) Developer
8 1 (3.70%) Development Analyst
8 1 (3.70%) DevOps Engineer
8 1 (3.70%) Principal Developer
Libraries, Frameworks & Software Standards
1 12 (44.44%) .NET
2 7 (25.93%) Kafka
3 5 (18.52%) GraphQL
3 5 (18.52%) Play Framework
3 5 (18.52%) Web Services
4 4 (14.81%) ActiveMQ
5 2 (7.41%) Gherkin
5 2 (7.41%) Node.js
6 1 (3.70%) Elastic Stack
6 1 (3.70%) gRPC
6 1 (3.70%) RESTful
6 1 (3.70%) Ruby on Rails
Miscellaneous
1 5 (18.52%) Blog
1 5 (18.52%) Life Science
2 1 (3.70%) Algorithms
2 1 (3.70%) Internet of Things
2 1 (3.70%) Management Information System
2 1 (3.70%) Smartphone
2 1 (3.70%) Virtual Team
Operating Systems
1 3 (11.11%) Linux
Processes & Methodologies
1 19 (70.37%) ETL
2 17 (62.96%) Agile Software Development
3 16 (59.26%) Analytics
4 14 (51.85%) Data Analytics
5 13 (48.15%) DevOps
6 12 (44.44%) Continuous Improvement
6 12 (44.44%) Data Security
6 12 (44.44%) Information Management
6 12 (44.44%) Risk Management
7 10 (37.04%) Data Science
7 10 (37.04%) Runbook
7 10 (37.04%) SDLC
7 10 (37.04%) Security Operations
7 10 (37.04%) Threat Modelling
8 8 (29.63%) Log Analytics
9 7 (25.93%) Computer Science
10 6 (22.22%) Full Stack Development
11 5 (18.52%) Clean Code
11 5 (18.52%) Product Strategy
11 5 (18.52%) Strategic Roadmap
Programming Languages
1 27 (100.00%) Java
2 26 (96.30%) Python
3 12 (44.44%) Bash
3 12 (44.44%) PowerShell
4 5 (18.52%) C#
5 3 (11.11%) Go
5 3 (11.11%) SQL
5 3 (11.11%) TypeScript
6 2 (7.41%) JavaScript
6 2 (7.41%) R
7 1 (3.70%) C++
7 1 (3.70%) Ruby
Qualifications
1 12 (44.44%) (ISC)2 CCSP
1 12 (44.44%) Cisco Certification
1 12 (44.44%) CISSP
2 6 (22.22%) AWS Certification
3 5 (18.52%) PhD
4 2 (7.41%) CCSP
4 2 (7.41%) Computer Science Degree
4 2 (7.41%) Degree
5 1 (3.70%) Master's Degree
Quality Assurance & Compliance
1 2 (7.41%) QA
2 1 (3.70%) Data Quality
2 1 (3.70%) GDPR
2 1 (3.70%) PSD2
System Software
1 1 (3.70%) Docker
Systems Management
1 10 (37.04%) Terraform
2 1 (3.70%) Ansible
2 1 (3.70%) Kubernetes
2 1 (3.70%) Opscode Chef
2 1 (3.70%) Prometheus
2 1 (3.70%) Puppet
Vendors
1 13 (48.15%) Databricks
2 12 (44.44%) Microsoft
3 5 (18.52%) Google
4 2 (7.41%) Cloudera
4 2 (7.41%) Hortonworks
4 2 (7.41%) Oracle
4 2 (7.41%) ServiceNow
5 1 (3.70%) IBM
5 1 (3.70%) Splunk
5 1 (3.70%) Talend