Period
to 13 December 2017

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 13 December 2017 with a comparison to the same period in the previous 2 years.

Scala
South East > Buckinghamshire
6 months to
13 Dec 2017
Same period 2016 Same period 2015
Rank 122 156 158
Rank change year-on-year +34 +2 +33
Permanent jobs citing Scala 47 24 41
As % of all permanent IT jobs advertised in Buckinghamshire 1.64% 0.78% 0.97%
As % of the Programming Languages category 2.96% 1.49% 1.93%
Number of salaries quoted 50 24 17
Buckinghamshire median annual salary £62,500 £52,500 £52,500
Median salary % change year-on-year +19.05% - +22.09%
10th Percentile £41,125 £46,250 £27,500
90th Percentile £90,000 £62,500 £82,000
South East median annual salary £60,000 £54,000 £52,000
% change year-on-year +11.11% +3.85% +22.35%

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 1586 1616 2125
As % of all permanent IT jobs advertised in Buckinghamshire 55.20% 52.37% 50.32%
Number of salaries quoted 1362 1417 1780
Buckinghamshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% +1.27%
10th Percentile £26,250 £27,500 £26,250
90th Percentile £60,000 £58,000 £55,000
South East median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

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 13 December 2017.

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 13 December 2017. 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 +24 33 £55,000 +4.76% 1
Amersham +8 8 £60,000 -
Scala
South East

For the 6 months to 13 December 2017, IT jobs citing Scala also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Buckinghamshire region with a requirement for Scala.

1 43 (91.49%) Java
2 29 (61.70%) Agile Software Development
3 28 (59.57%) Hadoop
4 27 (57.45%) SQL
4 27 (57.45%) Apache Spark
5 24 (51.06%) Big Data
6 21 (44.68%) Python
7 20 (42.55%) Banking
8 17 (36.17%) NoSQL
9 16 (34.04%) JavaScript
10 15 (31.91%) TDD
10 15 (31.91%) Finance
11 14 (29.79%) Kafka
12 13 (27.66%) Cloudera
12 13 (27.66%) Software Engineering
13 11 (23.40%) Spring
14 10 (21.28%) Open Source
14 10 (21.28%) Grails
15 9 (19.15%) Amazon AWS
15 9 (19.15%) Apache Flume
15 9 (19.15%) Redis
15 9 (19.15%) Data Transformation
15 9 (19.15%) Fintech
16 8 (17.02%) Elasticsearch
16 8 (17.02%) REST
16 8 (17.02%) Clojure
16 8 (17.02%) Groovy
16 8 (17.02%) ETL
16 8 (17.02%) SOAP
17 7 (14.89%) MySQL

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 27 (57.45%) Apache Spark
2 8 (17.02%) Elasticsearch
3 2 (4.26%) Confluence
4 1 (2.13%) Apache
Cloud Services
1 9 (19.15%) Amazon AWS
2 6 (12.77%) GitHub
3 2 (4.26%) Amazon EC2
3 2 (4.26%) Amazon S3
3 2 (4.26%) Amazon SQS
Communications & Networking
1 7 (14.89%) Internet
2 1 (2.13%) SMS
Database & Business Intelligence
1 28 (59.57%) Hadoop
2 24 (51.06%) Big Data
3 17 (36.17%) NoSQL
4 9 (19.15%) Redis
5 7 (14.89%) Apache Hive
5 7 (14.89%) MySQL
6 5 (10.64%) HBase
6 5 (10.64%) Sqoop
7 4 (8.51%) GIS
8 3 (6.38%) Apache Cassandra
8 3 (6.38%) Neo4j
9 2 (4.26%) Amazon DynamoDB
9 2 (4.26%) Amazon RDS
9 2 (4.26%) Impala
9 2 (4.26%) Relational Database
10 1 (2.13%) Cloudera CDH
10 1 (2.13%) Data Lake
10 1 (2.13%) Hazelcast
10 1 (2.13%) NewSQL
Development Applications
1 6 (12.77%) Maven
2 5 (10.64%) Jenkins
2 5 (10.64%) Sonatype Nexus
3 3 (6.38%) Git (software)
3 3 (6.38%) JIRA
4 2 (4.26%) Atlassian Bamboo
4 2 (4.26%) IntelliJ
5 1 (2.13%) Gradle
General
1 20 (42.55%) Banking
2 15 (31.91%) Finance
3 5 (10.64%) Retail
4 4 (8.51%) Marketing
5 1 (2.13%) Investment Banking
Job Titles
1 13 (27.66%) Big Data Engineer
1 13 (27.66%) Data Engineer
2 12 (25.53%) Developer
3 11 (23.40%) Java Developer
4 6 (12.77%) Big Data Specialist
4 6 (12.77%) Hadoop Engineer
5 4 (8.51%) AWS Developer
5 4 (8.51%) Data Scientist
5 4 (8.51%) Java Engineer
5 4 (8.51%) Junior
5 4 (8.51%) NoSQL Engineer
5 4 (8.51%) Senior Developer
5 4 (8.51%) Senior Java Developer
6 3 (6.38%) Analyst
6 3 (6.38%) Cloud Engineer
7 2 (4.26%) Agile Developer
7 2 (4.26%) Agile Java Developer
7 2 (4.26%) Java Scala Developer
7 2 (4.26%) Senior Java Scala Developer
7 2 (4.26%) Senior Scala Developer
Libraries, Frameworks & Software Standards
1 14 (29.79%) Kafka
2 11 (23.40%) Spring
3 10 (21.28%) Grails
4 8 (17.02%) REST
4 8 (17.02%) SOAP
5 5 (10.64%) RabbitMQ
5 5 (10.64%) RESTful
6 4 (8.51%) CSS
6 4 (8.51%) Natural Language Processing
6 4 (8.51%) TensorFlow
7 2 (4.26%) Dropwizard
7 2 (4.26%) Hibernate
7 2 (4.26%) HTML
7 2 (4.26%) Memcached
7 2 (4.26%) Node.js
7 2 (4.26%) Web Services
7 2 (4.26%) WebSockets
8 1 (2.13%) jQuery
8 1 (2.13%) Redux
8 1 (2.13%) Spark Streaming
Miscellaneous
1 9 (19.15%) Fintech
2 4 (8.51%) Computer Science
2 4 (8.51%) User Experience
3 3 (6.38%) Greenfield Project
4 2 (4.26%) Analytical Skills
4 2 (4.26%) Smartphone
5 1 (2.13%) iPad
5 1 (2.13%) SCADA
Operating Systems
1 3 (6.38%) Linux
2 2 (4.26%) Android
2 2 (4.26%) Ubuntu
2 2 (4.26%) Windows
2 2 (4.26%) Windows Vista
3 1 (2.13%) Unix
Processes & Methodologies
1 29 (61.70%) Agile Software Development
2 15 (31.91%) TDD
3 13 (27.66%) Software Engineering
4 10 (21.28%) Open Source
5 9 (19.15%) Data Transformation
6 8 (17.02%) ETL
7 7 (14.89%) Business Intelligence
8 6 (12.77%) Analytics
8 6 (12.77%) Continuous Integration
8 6 (12.77%) Microservices
8 6 (12.77%) Scrum
9 5 (10.64%) BDD
9 5 (10.64%) E-Commerce
9 5 (10.64%) Extreme Programming
9 5 (10.64%) Mentoring
10 4 (8.51%) Deep Learning
10 4 (8.51%) High Availability
10 4 (8.51%) Mathematics
10 4 (8.51%) Predictive Analytics
10 4 (8.51%) Statistics
Programming Languages
1 43 (91.49%) Java
2 27 (57.45%) SQL
3 21 (44.68%) Python
4 16 (34.04%) JavaScript
5 8 (17.02%) Clojure
5 8 (17.02%) Groovy
6 4 (8.51%) R
7 2 (4.26%) Go
8 1 (2.13%) Bash Shell
8 1 (2.13%) C
8 1 (2.13%) C#
8 1 (2.13%) C++
8 1 (2.13%) Embedded C++
8 1 (2.13%) Objective-C
8 1 (2.13%) Perl
8 1 (2.13%) Ruby
Qualifications
1 4 (8.51%) Degree
1 4 (8.51%) Master's Degree
1 4 (8.51%) PhD
System Software
1 9 (19.15%) Apache Flume
2 2 (4.26%) Docker
3 1 (2.13%) Apache ZooKeeper
Systems Management
1 1 (2.13%) Oozie
Vendors
1 13 (27.66%) Cloudera
2 2 (4.26%) Atlassian
2 2 (4.26%) Oracle