Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Reading 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Scala
Berkshire > Reading
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 127 189 211
Rank change year-on-year +62 +22 +5
Permanent jobs citing Scala 24 6 5
As % of all permanent IT jobs advertised in Reading 1.03% 0.17% 0.11%
As % of the Programming Languages category 2.01% 0.42% 0.27%
Number of salaries quoted 16 2 4
Reading median annual salary £57,500 £46,250 £59,250
Median salary % change year-on-year +24.32% -21.94% -
10th Percentile £31,688 £35,875 £35,200
90th Percentile £84,375 £53,625 £65,225
Berkshire median annual salary £58,750 £50,000 £52,000
% change year-on-year +17.50% -3.85% -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 Reading with a requirement for coding skills.

All Programming Languages
Reading
Permanent vacancies with a requirement for coding skills 1195 1436 1857
As % of all permanent IT jobs advertised in Reading 51.11% 41.24% 40.13%
Number of salaries quoted 1038 1269 1608
Reading median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +5.88%
10th Percentile £29,000 £28,700 £28,925
90th Percentile £71,250 £67,500 £66,250
Berkshire median annual salary £47,500 £47,500 £47,500

Scala
Job Vacancy Trend in Reading

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

Job vacancy trend for Scala in Reading

Scala
Salary Trend in Reading

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

Salary trend for Scala in Reading

Scala
Salary Histogram in Reading

The salary distribution of IT jobs citing Scala in Reading over the 6 months to 18 November 2017.

Salary histogram for Scala in Reading

For the 6 months to 18 November 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 Reading region with a requirement for Scala.

1 22 (91.67%) Java
2 20 (83.33%) SQL
3 17 (70.83%) Hadoop
4 16 (66.67%) Agile Software Development
5 15 (62.50%) Apache Spark
6 13 (54.17%) Python
6 13 (54.17%) Continuous Integration
6 13 (54.17%) Big Data
7 12 (50.00%) MapReduce
7 12 (50.00%) Test Automation
7 12 (50.00%) Unix
7 12 (50.00%) Linux
7 12 (50.00%) Microservices
8 11 (45.83%) NoSQL
9 10 (41.67%) Git (software)
9 10 (41.67%) REST
9 10 (41.67%) Web Services
9 10 (41.67%) DevOps
10 9 (37.50%) JavaScript
11 8 (33.33%) Spring
11 8 (33.33%) AngularJS
11 8 (33.33%) Amazon AWS
11 8 (33.33%) Bash Shell
11 8 (33.33%) JIRA
11 8 (33.33%) HDFS
12 7 (29.17%) Open Source
12 7 (29.17%) Elasticsearch
13 6 (25.00%) Jenkins
13 6 (25.00%) Analytics
13 6 (25.00%) Kafka

Scala
Co-occurring IT Skills in Reading 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 15 (62.50%) Apache Spark
2 7 (29.17%) Elasticsearch
3 4 (16.67%) OpenStack
4 2 (8.33%) Apache
4 2 (8.33%) Apache Pig
4 2 (8.33%) Apache Solr
5 1 (4.17%) GeoServer
5 1 (4.17%) SAS
Cloud Services
1 8 (33.33%) Amazon AWS
2 5 (20.83%) Microsoft Azure
3 4 (16.67%) AWS CloudFormation
3 4 (16.67%) GitHub
4 1 (4.17%) Amazon S3
4 1 (4.17%) Azure Data Factory
4 1 (4.17%) Office 365
Communications & Networking
1 4 (16.67%) BGP
1 4 (16.67%) EIGRP
1 4 (16.67%) Firewall
1 4 (16.67%) Internet
1 4 (16.67%) MPLS
1 4 (16.67%) OSPF
1 4 (16.67%) RIP
Database & Business Intelligence
1 17 (70.83%) Hadoop
2 13 (54.17%) Big Data
3 11 (45.83%) NoSQL
4 6 (25.00%) Apache Hive
5 5 (20.83%) RDBMS
5 5 (20.83%) Relational Database
6 4 (16.67%) Impala
7 3 (12.50%) HBase
8 2 (8.33%) Parquet
9 1 (4.17%) Data Mining
9 1 (4.17%) HDInsight
9 1 (4.17%) MongoDB
Development Applications
1 10 (41.67%) Git (software)
2 8 (33.33%) JIRA
3 6 (25.00%) Bitbucket
3 6 (25.00%) Jenkins
3 6 (25.00%) Maven
4 5 (20.83%) JIRA Agile
5 4 (16.67%) Ant
5 4 (16.67%) Atlassian Bamboo
5 4 (16.67%) GitLab
5 4 (16.67%) Subversion
5 4 (16.67%) Vagrant
6 2 (8.33%) Grunt
6 2 (8.33%) gulp
General
1 2 (8.33%) Military
2 1 (4.17%) Retail
Job Titles
1 8 (33.33%) DevOps Engineer
2 6 (25.00%) Developer
2 6 (25.00%) Java Developer
3 5 (20.83%) Java Scala Developer
3 5 (20.83%) Scala Developer
4 4 (16.67%) Angular Developer
5 3 (12.50%) Big Data Developer
6 2 (8.33%) Graduate
6 2 (8.33%) Graduate Software Engineer
6 2 (8.33%) Head of Development
6 2 (8.33%) Project Leader
6 2 (8.33%) Project Manager
6 2 (8.33%) Senior Manager
6 2 (8.33%) Senior Project Leader
6 2 (8.33%) Senior Project Manager
6 2 (8.33%) Software Engineer
6 2 (8.33%) Team Leader
7 1 (4.17%) Data Engineer
7 1 (4.17%) Head of Engineering
7 1 (4.17%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 10 (41.67%) REST
1 10 (41.67%) Web Services
2 8 (33.33%) AngularJS
2 8 (33.33%) Spring
3 6 (25.00%) Kafka
3 6 (25.00%) SOAP
4 5 (20.83%) Java EE
5 4 (16.67%) JSON
5 4 (16.67%) MLlib
6 2 (8.33%) .NET
6 2 (8.33%) Angular 2
6 2 (8.33%) Apache Avro
6 2 (8.33%) Node.js
6 2 (8.33%) Spring Cloud
7 1 (4.17%) GeoTools
7 1 (4.17%) JTS
Miscellaneous
1 6 (25.00%) Computer Science
2 5 (20.83%) Analytical Skills
3 4 (16.67%) Client/Server
3 4 (16.67%) Cyberthreat
3 4 (16.67%) Data Centre
3 4 (16.67%) Public Cloud
4 1 (4.17%) Algorithms
4 1 (4.17%) Digital Signage
4 1 (4.17%) Enterprise Software
4 1 (4.17%) FMCG
4 1 (4.17%) Social Network
Operating Systems
1 12 (50.00%) Linux
1 12 (50.00%) Unix
2 4 (16.67%) CentOS
2 4 (16.67%) Red Hat Enterprise Linux
2 4 (16.67%) Ubuntu
2 4 (16.67%) Windows
Processes & Methodologies
1 16 (66.67%) Agile Software Development
2 13 (54.17%) Continuous Integration
3 12 (50.00%) MapReduce
3 12 (50.00%) Microservices
3 12 (50.00%) Test Automation
4 10 (41.67%) DevOps
5 7 (29.17%) Open Source
6 6 (25.00%) Analytics
6 6 (25.00%) Continuous Delivery
6 6 (25.00%) Data Modelling
6 6 (25.00%) Machine Learning
6 6 (25.00%) Mentoring
6 6 (25.00%) SOA
7 5 (20.83%) Mathematics
7 5 (20.83%) Software Engineering
8 4 (16.67%) BDD
8 4 (16.67%) Configuration Management
8 4 (16.67%) High Availability
8 4 (16.67%) Performance Optimisation
8 4 (16.67%) Protective Monitoring
Programming Languages
1 22 (91.67%) Java
2 20 (83.33%) SQL
3 13 (54.17%) Python
4 9 (37.50%) JavaScript
5 8 (33.33%) Bash Shell
6 5 (20.83%) C
7 4 (16.67%) PowerShell
8 2 (8.33%) C#
8 2 (8.33%) C++
8 2 (8.33%) Go
8 2 (8.33%) PL/SQL
8 2 (8.33%) Shell Script
8 2 (8.33%) VB
9 1 (4.17%) R
Qualifications
1 6 (25.00%) Computer Science Degree
1 6 (25.00%) Degree
1 6 (25.00%) Security Cleared
2 4 (16.67%) DV Cleared
3 2 (8.33%) SC Cleared
System Software
1 8 (33.33%) HDFS
2 4 (16.67%) Docker
2 4 (16.67%) Hyper-V
2 4 (16.67%) VMware ESXi
3 2 (8.33%) Apache Flume
Systems Management
1 6 (25.00%) Hadoop YARN
2 4 (16.67%) Ansible
2 4 (16.67%) Kibana
2 4 (16.67%) Kubernetes
2 4 (16.67%) Nagios
2 4 (16.67%) Opscode Chef
2 4 (16.67%) Puppet
2 4 (16.67%) Salt
2 4 (16.67%) Terraform
Vendors
1 4 (16.67%) AppDynamics
1 4 (16.67%) Citrix
1 4 (16.67%) New Relic
1 4 (16.67%) Rackspace
2 2 (8.33%) Oracle
3 1 (4.17%) Cisco
3 1 (4.17%) Microsoft
3 1 (4.17%) NEC
3 1 (4.17%) Samsung