Period
to 16 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Buckinghamshire 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 16 July 2018 with a comparison to the same period in the previous 2 years.

Scala
South East > Buckinghamshire
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 126 150 176
Rank change year-on-year +24 +26 +28
Permanent jobs citing Scala 39 22 5
As % of all permanent IT jobs advertised in Buckinghamshire 1.36% 0.75% 0.15%
As % of the Programming Languages category 2.54% 1.38% 0.29%
Number of salaries quoted 66 18 5
Buckinghamshire median annual salary £90,000 £52,750 £50,000
Median salary % change year-on-year +70.62% +5.50% -9.09%
10th Percentile £53,750 £37,500 £45,650
90th Percentile £110,000 £70,000 £56,000
South East median annual salary £65,000 £60,000 £50,000
% change year-on-year +8.33% +20.00% -

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 Buckinghamshire with a requirement for coding skills.

All Programming Languages
Buckinghamshire
Permanent vacancies with a requirement for coding skills 1,537 1,590 1,703
As % of all permanent IT jobs advertised in Buckinghamshire 53.59% 53.86% 52.24%
Number of salaries quoted 1,350 1,390 1,459
Buckinghamshire median annual salary £45,000 £43,500 £42,500
Median salary % change year-on-year +3.45% +2.35% +6.25%
10th Percentile £27,500 £28,750 £27,500
90th Percentile £62,500 £62,500 £57,500
South East median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65% +1.18%

Scala
Job Vacancy Trend in Buckinghamshire

Job postings citing Scala as a percentage of all IT jobs advertised in Buckinghamshire.

Job vacancy trend for Scala in Buckinghamshire

Scala
Salary Trend in Buckinghamshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Scala in Buckinghamshire.

Salary trend for Scala in Buckinghamshire

Scala
Salary Histogram in Buckinghamshire

The salary distribution of IT jobs citing Scala in Buckinghamshire over the 6 months to 16 July 2018.

Salary histogram for Scala in Buckinghamshire

Scala
Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Buckinghamshire region over the 6 months to 16 July 2018. 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
Job
Vacancies
Milton Keynes +6 17 £57,500 +21.05% 2
Amersham +16 1 £62,500 +4.17%
Scala
South East

For the 6 months to 16 July 2018, 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 Buckinghamshire region with a requirement for Scala.

1 32 (82.05%) Java
2 26 (66.67%) Agile Software Development
3 18 (46.15%) SQL
3 18 (46.15%) Big Data
4 17 (43.59%) RESTful
4 17 (43.59%) JavaScript
5 15 (38.46%) Python
6 14 (35.90%) Scrum
6 14 (35.90%) TDD
6 14 (35.90%) Hadoop
7 13 (33.33%) Apache Spark
7 13 (33.33%) Test Automation
8 12 (30.77%) Amazon AWS
8 12 (30.77%) NoSQL
9 11 (28.21%) BDD
9 11 (28.21%) Software Engineering
10 10 (25.64%) Extreme Programming
10 10 (25.64%) Finance
10 10 (25.64%) E-Commerce
10 10 (25.64%) Product Management
10 10 (25.64%) Git (software)
10 10 (25.64%) Continuous Integration
10 10 (25.64%) Kanban
10 10 (25.64%) High Availability
10 10 (25.64%) Continuous Delivery
10 10 (25.64%) DevOps
10 10 (25.64%) Mentoring
10 10 (25.64%) User Experience
11 9 (23.08%) Go
11 9 (23.08%) Spring

Scala
Co-occurring IT Skills in Buckinghamshire 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 13 (33.33%) Apache Spark
2 6 (15.38%) SAS
3 3 (7.69%) Apache
3 3 (7.69%) Confluence
4 1 (2.56%) Elasticsearch
Cloud Services
1 12 (30.77%) Amazon AWS
2 7 (17.95%) Amazon S3
3 1 (2.56%) Amazon EC2
3 1 (2.56%) Amazon SQS
3 1 (2.56%) OpenShift
3 1 (2.56%) SaaS
Communications & Networking
1 1 (2.56%) HTTP
Database & Business Intelligence
1 18 (46.15%) Big Data
2 14 (35.90%) Hadoop
3 12 (30.77%) NoSQL
4 8 (20.51%) Apache Cassandra
5 7 (17.95%) HBase
5 7 (17.95%) MongoDB
5 7 (17.95%) Neo4j
5 7 (17.95%) Redis
6 5 (12.82%) Blockchain
7 3 (7.69%) NewSQL
7 3 (7.69%) Relational Database
8 2 (5.13%) Hazelcast
9 1 (2.56%) Amazon DynamoDB
9 1 (2.56%) Amazon RDS
9 1 (2.56%) MySQL
9 1 (2.56%) PostgreSQL
Development Applications
1 10 (25.64%) Git (software)
2 5 (12.82%) Jenkins
2 5 (12.82%) JIRA
3 2 (5.13%) Gradle
3 2 (5.13%) JUnit
3 2 (5.13%) Maven
3 2 (5.13%) Subversion
4 1 (2.56%) Atlassian Bamboo
4 1 (2.56%) GitLab
4 1 (2.56%) IntelliJ
General
1 10 (25.64%) Finance
2 2 (5.13%) Games
Job Titles
1 15 (38.46%) Developer
2 12 (30.77%) Java Developer
3 11 (28.21%) Senior Developer
4 10 (25.64%) Senior Java Developer
5 8 (20.51%) Big Data Engineer
5 8 (20.51%) Data Engineer
6 7 (17.95%) Java Engineer
7 6 (15.38%) Agile Developer
7 6 (15.38%) Data Scientist
7 6 (15.38%) Senior Agile Developer
8 5 (12.82%) Agile Java Developer
8 5 (12.82%) Senior Agile Java Developer
9 4 (10.26%) Senior Software Developer
9 4 (10.26%) Software Developer
10 3 (7.69%) Java Software Developer
10 3 (7.69%) Senior Data Engineer
10 3 (7.69%) Senior Java Engineer
10 3 (7.69%) Senior Java Software Developer
11 2 (5.13%) Scala Developer
12 1 (2.56%) AWS Engineer
Libraries, Frameworks & Software Standards
1 17 (43.59%) RESTful
2 9 (23.08%) Spring
3 7 (17.95%) CSS
3 7 (17.95%) HTML
3 7 (17.95%) Spring Boot
3 7 (17.95%) Web Services
4 6 (15.38%) HTML5
4 6 (15.38%) Kafka
4 6 (15.38%) RabbitMQ
5 5 (12.82%) AngularJS
5 5 (12.82%) Node.js
5 5 (12.82%) Spring Cloud
5 5 (12.82%) Swagger
6 3 (7.69%) Grails
7 2 (5.13%) Apache Camel
7 2 (5.13%) React
7 2 (5.13%) Redux
7 2 (5.13%) REST
7 2 (5.13%) Spring MVC
8 1 (2.56%) jQuery
Miscellaneous
1 10 (25.64%) User Experience
2 6 (15.38%) Computer Science
3 5 (12.82%) Analytical Skills
Operating Systems
1 7 (17.95%) Android
2 5 (12.82%) Apple iOS
3 1 (2.56%) Linux
3 1 (2.56%) Ubuntu
Processes & Methodologies
1 26 (66.67%) Agile Software Development
2 14 (35.90%) Scrum
2 14 (35.90%) TDD
3 13 (33.33%) Test Automation
4 11 (28.21%) BDD
4 11 (28.21%) Software Engineering
5 10 (25.64%) Continuous Delivery
5 10 (25.64%) Continuous Integration
5 10 (25.64%) DevOps
5 10 (25.64%) E-Commerce
5 10 (25.64%) Extreme Programming
5 10 (25.64%) High Availability
5 10 (25.64%) Kanban
5 10 (25.64%) Mentoring
5 10 (25.64%) Product Management
6 8 (20.51%) Problem-Solving
7 7 (17.95%) Data Science
7 7 (17.95%) Machine Learning
8 6 (15.38%) Analytics
8 6 (15.38%) People Management
Programming Languages
1 32 (82.05%) Java
2 18 (46.15%) SQL
3 17 (43.59%) JavaScript
4 15 (38.46%) Python
5 9 (23.08%) Go
6 6 (15.38%) Kotlin
6 6 (15.38%) R
7 5 (12.82%) Java 8
8 1 (2.56%) C#
8 1 (2.56%) Clojure
8 1 (2.56%) Groovy
8 1 (2.56%) VB
System Software
1 2 (5.13%) Docker
Systems Management
1 1 (2.56%) Grafana
Vendors
1 7 (17.95%) Cloudera
2 3 (7.69%) Atlassian
3 1 (2.56%) MicroStrategy