Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 4 July 2022 with a comparison to the same period in the previous 2 years.

Scala
England > East of England
6 months to
4 Jul 2022		 Same period 2021 Same period 2020
Rank 220 202 161
Rank change year-on-year -18 -41 +61
Permanent jobs citing Scala 77 8 27
As % of all permanent jobs advertised in the East of England 1.02% 0.18% 0.74%
As % of the Programming Languages category 2.30% 0.40% 1.46%
Number of salaries quoted 10 6 19
10th Percentile £62,000 £57,375 £56,500
25th Percentile £62,500 £58,750 £57,500
Median annual salary (50th Percentile) £67,500 £70,000 £70,000
Median % change year-on-year -3.57% - +7.69%
75th Percentile £76,250 £78,750 £82,500
90th Percentile £79,625 £82,500 £90,000
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 East of England with a requirement for coding skills.

All Programming Languages
East of England
Permanent vacancies with a requirement for coding skills 3,355 2,024 1,846
As % of all permanent IT jobs advertised in the East of England 44.47% 44.33% 50.91%
Number of salaries quoted 1,311 1,203 1,447
10th Percentile £32,500 £32,500 £31,250
25th Percentile £40,000 £41,250 £37,500
Median annual salary (50th Percentile) £52,500 £52,500 £47,500
Median % change year-on-year - +10.53% -5.00%
75th Percentile £67,500 £63,750 £62,500
90th Percentile £78,750 £80,000 £76,250
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 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
Salary Histogram in the East of England

Salary distribution for jobs citing Scala in the East of England over the 6 months to 4 July 2022.

Salary histogram 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 4 July 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
Essex -14 28 - -
Cambridgeshire -54 17 £65,000 - 6
Bedfordshire +1 14 £75,000 -6.25% 2
Hertfordshire -32 12 - - 4
Suffolk - 6 - -
Scala
England

For the 6 months to 4 July 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 66 (85.71%) Python
2 51 (66.23%) Java
3 46 (59.74%) GCP
4 43 (55.84%) ETL
5 41 (53.25%) Big Data
6 40 (51.95%) Apache Spark
7 35 (45.45%) Apache
8 33 (42.86%) Blog
9 32 (41.56%) Open Source
10 31 (40.26%) Data Science
11 29 (37.66%) Terraform
11 29 (37.66%) Play Framework
11 29 (37.66%) Google
12 28 (36.36%) Analytics
12 28 (36.36%) Elasticsearch
12 28 (36.36%) GraphQL
12 28 (36.36%) ClickHouse
13 27 (35.06%) Informatics
13 27 (35.06%) Computer Science
13 27 (35.06%) Agile
14 26 (33.77%) AWS
15 23 (29.87%) Clean Code
16 22 (28.57%) DevOps
17 21 (27.27%) SQL
17 21 (27.27%) Azure
18 19 (24.68%) CI/CD
19 18 (23.38%) Docker
19 18 (23.38%) Life Science
19 18 (23.38%) Continuous Integration
20 16 (20.78%) Data Lake

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 40 (51.95%) Apache Spark
2 35 (45.45%) Apache
3 5 (6.49%) Confluence
4 3 (3.90%) Apache Airflow
5 2 (2.60%) IBM Domino
Cloud Services
1 46 (59.74%) GCP
2 26 (33.77%) AWS
3 21 (27.27%) Azure
4 13 (16.88%) GitHub
5 11 (14.29%) Azure Synapse Analytics
6 9 (11.69%) Serverless
7 8 (10.39%) Azure AKS
7 8 (10.39%) Azure Cosmos DB
7 8 (10.39%) Azure Data Factory
7 8 (10.39%) Azure DevOps
7 8 (10.39%) Azure Event Grid
7 8 (10.39%) Azure Functions
7 8 (10.39%) Azure Monitor
7 8 (10.39%) Azure Service Bus
7 8 (10.39%) GitHub Actions
8 6 (7.79%) AWS CloudFormation
9 5 (6.49%) Cloud Computing
10 4 (5.19%) Google Analytics
10 4 (5.19%) Google Tag Manager
11 3 (3.90%) Fivetran
Communications & Networking
1 7 (9.09%) Internet
2 4 (5.19%) Cisco IPT
3 3 (3.90%) Kerberos
Database & Business Intelligence
1 41 (53.25%) Big Data
2 28 (36.36%) ClickHouse
2 28 (36.36%) Elasticsearch
3 16 (20.78%) Data Lake
4 9 (11.69%) OLAP
5 8 (10.39%) Apache Hive
5 8 (10.39%) Data Vault
5 8 (10.39%) Data Warehouse
5 8 (10.39%) OLTP
6 7 (9.09%) BigQuery
6 7 (9.09%) Flink
6 7 (9.09%) NoSQL
7 3 (3.90%) Amazon Athena
7 3 (3.90%) Amazon Redshift
7 3 (3.90%) Delta Lake
7 3 (3.90%) MongoDB
7 3 (3.90%) Presto
7 3 (3.90%) SQL Server
8 2 (2.60%) Enterprise Data Warehouse
9 1 (1.30%) DynamoDB
Development Applications
1 11 (14.29%) Jenkins
2 6 (7.79%) CircleCI
3 5 (6.49%) JIRA
3 5 (6.49%) JUnit
General
1 10 (12.99%) Pharmaceutical
2 9 (11.69%) Analytical Skills
3 6 (7.79%) Electronics
3 6 (7.79%) Social Skills
4 1 (1.30%) Advertising
4 1 (1.30%) Digital Economy
4 1 (1.30%) Finance
Job Titles
1 24 (31.17%) Developer
2 18 (23.38%) Data Engineer
3 16 (20.78%) Senior Data Engineer
4 15 (19.48%) Software Developer
5 8 (10.39%) Azure Engineer
5 8 (10.39%) Cloud Engineer
5 8 (10.39%) Security Engineer
5 8 (10.39%) Senior Cloud Engineer
5 8 (10.39%) Senior Security Engineer
6 6 (7.79%) DevOps Engineer
6 6 (7.79%) Technical Leader
7 5 (6.49%) Front End Developer (Client-Side Developer)
7 5 (6.49%) Project Manager
7 5 (6.49%) Software Engineer
7 5 (6.49%) Technical Manager
7 5 (6.49%) Technical Project Manager
8 4 (5.19%) Analyst
8 4 (5.19%) Data Analyst
8 4 (5.19%) Product Manager
8 4 (5.19%) Software Analyst
Libraries, Frameworks & Software Standards
1 29 (37.66%) Play Framework
2 28 (36.36%) GraphQL
3 14 (18.18%) Kafka
4 9 (11.69%) CSS
4 9 (11.69%) HTML
4 9 (11.69%) React
4 9 (11.69%) Web Services
5 8 (10.39%) .NET
6 6 (7.79%) Elastic Stack
7 5 (6.49%) AngularJS
7 5 (6.49%) D3.js
7 5 (6.49%) HTML5
7 5 (6.49%) HTML5 Canvas
7 5 (6.49%) LESS
7 5 (6.49%) Material-UI
7 5 (6.49%) REST
7 5 (6.49%) Sass
7 5 (6.49%) SVG
7 5 (6.49%) Twitter Bootstrap
7 5 (6.49%) Vue.js
Miscellaneous
1 33 (42.86%) Blog
2 18 (23.38%) Life Science
3 6 (7.79%) IoT
3 6 (7.79%) Management Information System
3 6 (7.79%) Smartphone
4 5 (6.49%) Virtual Team
5 4 (5.19%) Self-Motivation
5 4 (5.19%) User Experience
6 1 (1.30%) Algorithms
6 1 (1.30%) Cloud Native
6 1 (1.30%) Public Cloud
Operating Systems
1 11 (14.29%) Linux
2 8 (10.39%) Unix
3 4 (5.19%) Windows
Processes & Methodologies
1 43 (55.84%) ETL
2 32 (41.56%) Open Source
3 31 (40.26%) Data Science
4 28 (36.36%) Analytics
5 27 (35.06%) Agile
5 27 (35.06%) Computer Science
5 27 (35.06%) Informatics
6 23 (29.87%) Clean Code
7 22 (28.57%) DevOps
8 19 (24.68%) CI/CD
9 18 (23.38%) Continuous Integration
10 15 (19.48%) Data Engineering
10 15 (19.48%) SDLC
10 15 (19.48%) Use Case
11 14 (18.18%) Data Analytics
11 14 (18.18%) Data Modelling
11 14 (18.18%) Software Engineering
12 13 (16.88%) BDD
12 13 (16.88%) Data Security
12 13 (16.88%) TDD
Programming Languages
1 66 (85.71%) Python
2 51 (66.23%) Java
3 21 (27.27%) SQL
4 9 (11.69%) JavaScript
5 8 (10.39%) Bash
5 8 (10.39%) PowerShell
5 8 (10.39%) Shell Script
6 6 (7.79%) Clojure
6 6 (7.79%) TypeScript
7 5 (6.49%) C#
7 5 (6.49%) R
7 5 (6.49%) T-SQL
8 2 (2.60%) C++
8 2 (2.60%) Go
9 1 (1.30%) C
9 1 (1.30%) Lisp
9 1 (1.30%) Ruby
9 1 (1.30%) Rust
Qualifications
1 11 (14.29%) Computer Science Degree
1 11 (14.29%) Degree
1 11 (14.29%) PhD
2 4 (5.19%) (ISC)2 CCSP
2 4 (5.19%) Cisco Certification
2 4 (5.19%) CISSP
3 1 (1.30%) Master's Degree
Quality Assurance & Compliance
1 5 (6.49%) QA
2 1 (1.30%) GDPR
2 1 (1.30%) PSD2
System Software
1 18 (23.38%) Docker
Systems Management
1 29 (37.66%) Terraform
2 12 (15.58%) Kubernetes
3 6 (7.79%) Ansible
3 6 (7.79%) Opscode Chef
3 6 (7.79%) Prometheus
3 6 (7.79%) Puppet
4 3 (3.90%) Control-M
Vendors
1 29 (37.66%) Google
2 13 (16.88%) Databricks
3 6 (7.79%) Splunk
4 5 (6.49%) Netlify
5 4 (5.19%) Microsoft
6 1 (1.30%) Cloudera
6 1 (1.30%) Hortonworks
6 1 (1.30%) Oracle