Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Scala
South East > Berkshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 207 278 292
Rank change year-on-year +71 +14 +40
Permanent jobs citing Scala 49 24 49
As % of all permanent IT jobs advertised in Berkshire 0.78% 0.28% 0.44%
As % of the Programming Languages category 1.55% 0.65% 1.08%
Number of salaries quoted 42 17 50
Berkshire median annual salary £58,750 £50,000 £52,000
Median salary % change year-on-year +17.50% -3.85% -20.00%
10th Percentile £33,375 £35,750 £38,725
90th Percentile £90,000 £65,750 £65,750
South East median annual salary £60,000 £54,000 £50,500
% change year-on-year +11.11% +6.93% +18.82%

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 Berkshire with a requirement for coding skills.

All Programming Languages
Berkshire
Permanent vacancies with a requirement for coding skills 3156 3675 4557
As % of all permanent IT jobs advertised in Berkshire 50.11% 42.78% 41.22%
Number of salaries quoted 2746 3202 3906
Berkshire median annual salary £47,500 £47,500 £47,500
10th Percentile £28,750 £29,000 £27,500
90th Percentile £70,000 £67,500 £67,500
South East median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

Scala
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Scala in Berkshire

Scala
Salary Trend in Berkshire

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

Salary trend for Scala in Berkshire

Scala
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Scala in Berkshire over the 6 months to 20 November 2017.

Salary histogram for Scala in Berkshire

Scala
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Berkshire region over the 6 months to 20 November 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
Reading +53 23 £57,500 +24.32% 2
Newbury -4 13 £55,000 -18.52% 2
Slough - 3 £55,000 -
Wokingham - 2 £37,500 -
Bracknell - 2 £50,000 -
Scala
South East

For the 6 months to 20 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 Berkshire region with a requirement for Scala.

1 45 (91.84%) Java
2 31 (63.27%) Agile Software Development
3 28 (57.14%) Python
4 27 (55.10%) JavaScript
5 23 (46.94%) Linux
6 22 (44.90%) SQL
7 20 (40.82%) Hadoop
7 20 (40.82%) Big Data
8 17 (34.69%) Elasticsearch
8 17 (34.69%) Apache Spark
8 17 (34.69%) Continuous Integration
9 15 (30.61%) Unix
10 14 (28.57%) Web Services
10 14 (28.57%) Maven
10 14 (28.57%) Software Engineering
10 14 (28.57%) Jenkins
10 14 (28.57%) Machine Learning
10 14 (28.57%) AngularJS
11 13 (26.53%) NoSQL
11 13 (26.53%) Node.js
11 13 (26.53%) REST
11 13 (26.53%) MapReduce
11 13 (26.53%) Mentoring
11 13 (26.53%) Spring
12 12 (24.49%) Test Automation
12 12 (24.49%) Ant
12 12 (24.49%) Microservices
12 12 (24.49%) DevOps
13 11 (22.45%) Apache Cassandra
13 11 (22.45%) HBase

Scala
Co-occurring IT Skills in Berkshire 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 17 (34.69%) Apache Spark
1 17 (34.69%) Elasticsearch
2 4 (8.16%) Apache Solr
2 4 (8.16%) OpenStack
3 3 (6.12%) Apache Pig
4 2 (4.08%) Apache
5 1 (2.04%) GeoServer
5 1 (2.04%) SAS
Cloud Services
1 9 (18.37%) Amazon AWS
2 5 (10.20%) Microsoft Azure
3 4 (8.16%) AWS CloudFormation
3 4 (8.16%) GitHub
4 1 (2.04%) Amazon S3
4 1 (2.04%) Azure Data Factory
4 1 (2.04%) Office 365
4 1 (2.04%) SaaS
Communications & Networking
1 4 (8.16%) BGP
1 4 (8.16%) EIGRP
1 4 (8.16%) Firewall
1 4 (8.16%) Internet
1 4 (8.16%) MPLS
1 4 (8.16%) OSPF
1 4 (8.16%) RIP
2 2 (4.08%) HTTP
3 1 (2.04%) GSM
3 1 (2.04%) LTE
3 1 (2.04%) UMTS
Database & Business Intelligence
1 20 (40.82%) Big Data
1 20 (40.82%) Hadoop
2 13 (26.53%) NoSQL
3 11 (22.45%) Apache Cassandra
3 11 (22.45%) HBase
4 10 (20.41%) PostgreSQL
5 8 (16.33%) Apache Hive
6 6 (12.24%) RDBMS
6 6 (12.24%) Relational Database
7 5 (10.20%) Impala
8 4 (8.16%) MySQL
9 3 (6.12%) MongoDB
10 2 (4.08%) Parquet
11 1 (2.04%) Data Mining
11 1 (2.04%) Flink
11 1 (2.04%) HDInsight
11 1 (2.04%) Redis
Development Applications
1 14 (28.57%) Jenkins
1 14 (28.57%) Maven
2 12 (24.49%) Ant
3 10 (20.41%) Git (software)
4 8 (16.33%) JIRA
5 6 (12.24%) Bitbucket
6 5 (10.20%) JIRA Agile
7 4 (8.16%) Atlassian Bamboo
7 4 (8.16%) GitLab
7 4 (8.16%) Subversion
7 4 (8.16%) Vagrant
8 2 (4.08%) Grunt
8 2 (4.08%) gulp
General
1 2 (4.08%) Military
1 2 (4.08%) Retail
1 2 (4.08%) Telecoms
Job Titles
1 21 (42.86%) Developer
2 16 (32.65%) Java Developer
3 8 (16.33%) DevOps Engineer
3 8 (16.33%) Software Developer
4 7 (14.29%) Angular Developer
5 6 (12.24%) Scala Developer
5 6 (12.24%) Software Engineer
6 5 (10.20%) Full Stack Developer
6 5 (10.20%) Java Scala Developer
6 5 (10.20%) Senior Developer
6 5 (10.20%) Team Leader
7 4 (8.16%) Architect
7 4 (8.16%) Java Software Developer
7 4 (8.16%) Python Developer
7 4 (8.16%) Senior Software Developer
7 4 (8.16%) Solutions Architect
8 3 (6.12%) Big Data Engineer
8 3 (6.12%) Cloud Solutions Architect
8 3 (6.12%) Data Architect
8 3 (6.12%) IoT Architect
Libraries, Frameworks & Software Standards
1 14 (28.57%) AngularJS
1 14 (28.57%) Web Services
2 13 (26.53%) Node.js
2 13 (26.53%) REST
2 13 (26.53%) Spring
3 8 (16.33%) Kafka
4 7 (14.29%) HTML
5 6 (12.24%) RabbitMQ
5 6 (12.24%) SOAP
6 5 (10.20%) J2EE
6 5 (10.20%) Java EE
7 4 (8.16%) CSS
7 4 (8.16%) JSON
8 3 (6.12%) Akka
8 3 (6.12%) MLlib
9 2 (4.08%) .NET
9 2 (4.08%) Apache Avro
9 2 (4.08%) Hibernate
9 2 (4.08%) RESTful
9 2 (4.08%) Spring Cloud
Miscellaneous
1 7 (14.29%) Computer Science
2 5 (10.20%) Analytical Skills
3 4 (8.16%) Client/Server
3 4 (8.16%) Cyberthreat
3 4 (8.16%) Data Centre
3 4 (8.16%) Public Cloud
4 3 (6.12%) User Experience
5 2 (4.08%) Algorithms
5 2 (4.08%) Enterprise Software
6 1 (2.04%) Cybercrime
6 1 (2.04%) Digital Signage
6 1 (2.04%) FMCG
6 1 (2.04%) Social Network
Operating Systems
1 23 (46.94%) Linux
2 15 (30.61%) Unix
3 4 (8.16%) CentOS
3 4 (8.16%) Red Hat Enterprise Linux
3 4 (8.16%) Ubuntu
3 4 (8.16%) Windows
4 2 (4.08%) Mac OS X
Processes & Methodologies
1 31 (63.27%) Agile Software Development
2 17 (34.69%) Continuous Integration
3 14 (28.57%) Machine Learning
3 14 (28.57%) Software Engineering
4 13 (26.53%) MapReduce
4 13 (26.53%) Mentoring
5 12 (24.49%) DevOps
5 12 (24.49%) Microservices
5 12 (24.49%) Test Automation
6 11 (22.45%) TDD
7 9 (18.37%) Open Source
7 9 (18.37%) Scrum
8 8 (16.33%) API Design
9 7 (14.29%) BDD
9 7 (14.29%) Continuous Delivery
10 6 (12.24%) Analytics
10 6 (12.24%) Data Modelling
10 6 (12.24%) High Availability
10 6 (12.24%) SDLC
10 6 (12.24%) SOA
Programming Languages
1 45 (91.84%) Java
2 28 (57.14%) Python
3 27 (55.10%) JavaScript
4 22 (44.90%) SQL
5 10 (20.41%) Bash Shell
6 5 (10.20%) Ruby
7 4 (8.16%) C
7 4 (8.16%) C#
7 4 (8.16%) Go
7 4 (8.16%) PowerShell
8 3 (6.12%) C++
9 2 (4.08%) PL/SQL
9 2 (4.08%) Shell Script
9 2 (4.08%) VB
10 1 (2.04%) F#
10 1 (2.04%) PHP
10 1 (2.04%) R
Qualifications
1 11 (22.45%) Degree
2 6 (12.24%) Computer Science Degree
2 6 (12.24%) Security Cleared
3 4 (8.16%) DV Cleared
4 2 (4.08%) SC Cleared
System Software
1 8 (16.33%) HDFS
2 5 (10.20%) Docker
3 4 (8.16%) Hyper-V
3 4 (8.16%) VMware ESXi
4 3 (6.12%) Apache Flume
Systems Management
1 7 (14.29%) Hadoop YARN
2 4 (8.16%) Ansible
2 4 (8.16%) Kubernetes
2 4 (8.16%) Nagios
2 4 (8.16%) Opscode Chef
2 4 (8.16%) Puppet
2 4 (8.16%) Salt
2 4 (8.16%) Terraform
3 3 (6.12%) Kibana
4 1 (2.04%) Oozie
Vendors
1 4 (8.16%) AppDynamics
1 4 (8.16%) Citrix
1 4 (8.16%) New Relic
1 4 (8.16%) Rackspace
2 2 (4.08%) Oracle
3 1 (2.04%) Cisco
3 1 (2.04%) Cloudera
3 1 (2.04%) Hortonworks
3 1 (2.04%) MapR
3 1 (2.04%) Microsoft
3 1 (2.04%) NEC
3 1 (2.04%) Samsung