The table below looks at the statistics for Scala skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Scala over the 3 months to 30 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 May 2016
Same period 2015 Same period 2014
Scala
Rank 113 161 202
Rank change year-on-year
+48 +41
Permanent jobs citing Scala 164 157 173
As % of all permanent IT jobs located in the City of London 2.52% 1.55% 1.33%
As % of the Programming Languages category 4.44% 3.03% 2.51%
Number of salaries quoted 153 126 156
Median salary £65,000 £68,750 £62,500
Median salary % change year-on-year
-5.45% +10.00%
90% offered a salary of more than £50,000 £55,000 £50,000
10% offered a salary of more than £95,000 £87,500 £78,750
UK excluding London median salary £54,000 £52,500 £47,500
% change year-on-year
+2.85% +10.52%
Scala
London

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the City of London region.

Programming Languages Category
City of London
Permanent IT job ads with a match in the
Programming Languages category
3692 5175 6903
As % of all permanent IT jobs located in the City of London 56.77% 51.15% 52.88%
Number of salaries quoted 3398 4577 5991
Median salary £57,500 £55,000 £55,000
Median salary % change year-on-year
+4.54% -
90% offered a salary of more than £40,000 £37,500 £35,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £41,000 £40,000 £39,500
% change year-on-year
+2.50% +1.26%

Scala
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing Scala as a proportion of all IT jobs with a match in the Programming Languages category.

Scala Jobs Demand Trend in the City of London

Scala
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Scala across the City of London region.

Scala Salary Trend in the City of London

Scala
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Scala across the City of London region over the 3 months to 30 May 2016.

Scala Salary Histogram in the City of London

Scala
Top 30 Related IT Skills in the City of London

For the 6 months to 30 May 2016, 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 City of London region with a requirement for Scala.

1 251 (87.15%) Java
2 158 (54.86%) Agile Software Development
3 109 (37.85%) TDD
4 83 (28.82%) Hadoop
5 80 (27.78%) Python
6 72 (25.00%) Big Data
7 71 (24.65%) Finance
7 71 (24.65%) Ruby
8 68 (23.61%) Apache Spark
9 62 (21.53%) Software Engineering
9 62 (21.53%) Scrum
10 59 (20.49%) Computer Science
11 58 (20.14%) Degree
11 58 (20.14%) JavaScript
12 50 (17.36%) Functional Programming
13 48 (16.67%) BDD
13 48 (16.67%) SQL
14 47 (16.32%) MongoDB
15 44 (15.28%) Cucumber
15 44 (15.28%) NoSQL
16 43 (14.93%) REST
16 43 (14.93%) C#
16 43 (14.93%) Git (software)
17 42 (14.58%) Spring
18 41 (14.24%) DevOps
19 39 (13.54%) HTTP
20 37 (12.85%) Docker
21 36 (12.50%) Node.js
21 36 (12.50%) Clojure
21 36 (12.50%) Banking

Scala
Top Related IT Skills in the City of London 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 68 (23.61%) Apache Spark
2 36 (12.50%) Node.js
3 27 (9.38%) Elasticsearch
4 18 (6.25%) Apache
5 13 (4.51%) Apache Pig
5 13 (4.51%) Apache Solr
6 8 (2.78%) Confluence
6 8 (2.78%) Tomcat
7 4 (1.39%) nginx
7 4 (1.39%) OpenStack
8 2 (0.69%) CMS
8 2 (0.69%) SAS
8 2 (0.69%) Umbraco
9 1 (0.35%) GemFire
9 1 (0.35%) IIS
9 1 (0.35%) Oracle Coherence
9 1 (0.35%) WebLogic
Applications
1 4 (1.39%) Mathematica
2 1 (0.35%) MS Office
Business Applications
1 1 (0.35%) Maximo
Cloud Services
1 26 (9.03%) Amazon AWS
2 17 (5.90%) SaaS
3 14 (4.86%) Cloud Computing
4 6 (2.08%) Amazon EMR
5 4 (1.39%) GitHub
6 3 (1.04%) Microsoft Azure
Communications & Networking
1 39 (13.54%) HTTP
2 4 (1.39%) Internet
3 2 (0.69%) DNS
3 2 (0.69%) Network Security
4 1 (0.35%) Skype
Database & Business Intelligence
1 83 (28.82%) Hadoop
2 72 (25.00%) Big Data
3 47 (16.32%) MongoDB
4 44 (15.28%) NoSQL
5 35 (12.15%) Apache Cassandra
6 27 (9.38%) MySQL
7 26 (9.03%) Apache Hive
8 21 (7.29%) Relational Database
9 19 (6.60%) HBase
10 12 (4.17%) PostgreSQL
11 10 (3.47%) Data Mining
12 9 (3.13%) Redis
13 6 (2.08%) CouchDB
13 6 (2.08%) MarkLogic
13 6 (2.08%) Neo4j
13 6 (2.08%) OrientDB
13 6 (2.08%) RDBMS
14 4 (1.39%) Data Warehouse
14 4 (1.39%) Riak
15 3 (1.04%) SQL Server
Development Applications
1 44 (15.28%) Cucumber
2 43 (14.93%) Git (software)
3 32 (11.11%) Selenium
4 24 (8.33%) Jenkins
5 21 (7.29%) JUnit
6 20 (6.94%) WebDriver
7 16 (5.56%) Mockito
8 14 (4.86%) JIRA
9 12 (4.17%) Maven
10 11 (3.82%) Jasmine
11 10 (3.47%) TeamCity
12 6 (2.08%) FitNesse
12 6 (2.08%) RSpec
13 4 (1.39%) Atlassian Bamboo
13 4 (1.39%) JBehave
13 4 (1.39%) JMeter
14 3 (1.04%) Hudson
14 3 (1.04%) SoapUI
14 3 (1.04%) TestNG
14 3 (1.04%) Vagrant
General
1 71 (24.65%) Finance
2 36 (12.50%) Banking
3 27 (9.38%) Marketing
4 24 (8.33%) Law
5 18 (6.25%) Investment Banking
6 14 (4.86%) Publishing
7 13 (4.51%) Advertising
8 9 (3.13%) Front Office
9 7 (2.43%) Retail
10 5 (1.74%) Financial Institution
11 3 (1.04%) Games
11 3 (1.04%) Telecoms
12 1 (0.35%) Back Office
12 1 (0.35%) Online Betting
12 1 (0.35%) Pharmaceutical
Job Titles
1 209 (72.57%) Developer
2 115 (39.93%) Java Developer
3 73 (25.35%) Scala Developer
4 39 (13.54%) Senior Developer
5 33 (11.46%) Java Engineer
5 33 (11.46%) Java Scala Developer
6 31 (10.76%) Senior Java Developer
7 23 (7.99%) Software Engineer
8 20 (6.94%) Agile Developer
8 20 (6.94%) Hadoop Developer
9 18 (6.25%) Developer in Test
9 18 (6.25%) Java Hadoop Developer
10 16 (5.56%) Architect
10 16 (5.56%) Lead Developer
10 16 (5.56%) Test Engineer
11 15 (5.21%) Big Data Developer
11 15 (5.21%) Java Software Engineer
11 15 (5.21%) Lead Java Developer
11 15 (5.21%) QA Engineer
11 15 (5.21%) QA Test Engineer
Libraries, Frameworks & Software Standards
1 43 (14.93%) REST
2 42 (14.58%) Spring
3 28 (9.72%) J2EE
4 25 (8.68%) Kafka
5 24 (8.33%) Web Services
6 23 (7.99%) .NET
6 23 (7.99%) JSON
7 22 (7.64%) Hibernate
8 21 (7.29%) Dropwizard
9 19 (6.60%) Akka
9 19 (6.60%) CSS
10 18 (6.25%) AngularJS
10 18 (6.25%) jQuery
10 18 (6.25%) RESTful
11 17 (5.90%) HTML
12 13 (4.51%) Play Framework
12 13 (4.51%) Spring MVC
13 12 (4.17%) Apache Camel
13 12 (4.17%) HTML5
14 11 (3.82%) Lucene
Miscellaneous
1 59 (20.49%) Computer Science
2 28 (9.72%) Analytical Skills
3 21 (7.29%) Fintech
3 21 (7.29%) Mathematics
4 20 (6.94%) Foreign Exchange (FX)
5 16 (5.56%) Algorithms
5 16 (5.56%) Derivative
6 15 (5.21%) Physics
7 12 (4.17%) Statistics
8 11 (3.82%) Blockchain
8 11 (3.82%) Fixed Income
9 10 (3.47%) Cryptocurrency
10 7 (2.43%) Enterprise Software
11 6 (2.08%) Bitcoin
11 6 (2.08%) Social Network
12 5 (1.74%) Equities
12 5 (1.74%) Mobile App
13 4 (1.39%) Artificial Intelligence
13 4 (1.39%) Market Risk
13 4 (1.39%) Visualisation
Operating Systems
1 26 (9.03%) Linux
2 19 (6.60%) Windows
3 13 (4.51%) Unix
4 4 (1.39%) Windows Server
5 3 (1.04%) Android
5 3 (1.04%) Apple iOS
6 2 (0.69%) Mac OS X
6 2 (0.69%) Red Hat Enterprise Linux
Processes & Methodologies
1 158 (54.86%) Agile Software Development
2 109 (37.85%) TDD
3 62 (21.53%) Scrum
3 62 (21.53%) Software Engineering
4 50 (17.36%) Functional Programming
5 48 (16.67%) BDD
6 41 (14.24%) DevOps
7 36 (12.50%) Continuous Integration
8 35 (12.15%) OO
9 29 (10.07%) Analytics
10 26 (9.03%) OOP
11 24 (8.33%) Open Source
12 23 (7.99%) E-Commerce
13 22 (7.64%) Test Automation
14 21 (7.29%) MVC
15 20 (6.94%) Kanban
15 20 (6.94%) Pair Programming
16 19 (6.60%) Machine Learning
17 18 (6.25%) Low Latency
17 18 (6.25%) Microservices
Programming Languages
1 251 (87.15%) Java
2 80 (27.78%) Python
3 71 (24.65%) Ruby
4 58 (20.14%) JavaScript
5 48 (16.67%) SQL
6 43 (14.93%) C#
7 36 (12.50%) Clojure
8 35 (12.15%) C++
9 30 (10.42%) Haskell
10 25 (8.68%) Groovy
11 22 (7.64%) Erlang
12 18 (6.25%) R
13 17 (5.90%) OCaml
14 15 (5.21%) Shell Script
15 12 (4.17%) Perl
16 10 (3.47%) PHP
17 9 (3.13%) MATLAB
18 7 (2.43%) Go
19 6 (2.08%) Kotlin
20 5 (1.74%) CoffeeScript
Qualifications
1 58 (20.14%) Degree
2 12 (4.17%) PhD
3 3 (1.04%) ISEB
3 3 (1.04%) ISTQB Foundation Certification
3 3 (1.04%) OCP
3 3 (1.04%) Oracle Certification
Quality Assurance & Compliance
1 22 (7.64%) QA
2 3 (1.04%) SDET
3 1 (0.35%) Data Quality
System Software
1 37 (12.85%) Docker
2 26 (9.03%) HDFS
3 2 (0.69%) Apache Flume
4 1 (0.35%) Apache ZooKeeper
Systems Management
1 30 (10.42%) Mesos
2 18 (6.25%) Puppet
3 13 (4.51%) Ansible
4 10 (3.47%) BladeLogic
4 10 (3.47%) Control-M
5 7 (2.43%) Opscode Chef
6 5 (1.74%) Kubernetes
7 3 (1.04%) Graphite
8 1 (0.35%) EMC NetWorker
8 1 (0.35%) Hadoop YARN
8 1 (0.35%) Nagios
8 1 (0.35%) Oozie
Vendors
1 20 (6.94%) Oracle
2 10 (3.47%) Calypso
2 10 (3.47%) Murex
3 6 (2.08%) Bloomberg
3 6 (2.08%) hybris
3 6 (2.08%) IBM
4 5 (1.74%) Google
5 4 (1.39%) Facebook
5 4 (1.39%) Teradata
6 3 (1.04%) Hortonworks
6 3 (1.04%) Microsoft
7 2 (0.69%) Cloudera
7 2 (0.69%) Qualys
8 1 (0.35%) Atlassian
8 1 (0.35%) CA
8 1 (0.35%) MapR
8 1 (0.35%) Syclo
City, London
Client Server
Salary: £75k to £120k + bonus + benefits
Posted: 4 hours ago
City, London
Harrington Starr
Salary: £40000 - £45000 per annum + Bonus and Benefits and Training
Posted: 16 hours ago
City, London
First Point
Salary: £50000.00 - £60000.00 per annum + Benefits
Posted: 3 days ago
City, London
First Point
Salary: £50000.00 - £60000.00 per annum + Benefits
Posted: 3 days ago
City, London
Oliver Bernard
Salary: £55000 - £70000 per annum + benefits
Posted: 5 days ago
City, London
Oliver Bernard
Salary: £50000 - £60000 per annum + benefits
Posted: 4 days ago
City, London
Experis Ltd
Salary: £55000 - £65000 per annum + Benefits + Bonus
Posted: 2 days ago
City, London
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 5 days ago
City, London
Oliver Bernard
Salary: £50000 - £60000 per annum + Excellent benefits
Posted: 6 days ago
City, London
Empiric.com
Salary: From £80,000 to £95,000 per annum + Bonus + Equity + Benefits
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 4 days ago
City, London
Bridge Noble
Salary: £40000 - £55000 per annum + bonus + benefits
Posted: 5 days ago
City of London
Modis International Ltd
Salary: £60000 - £70000 per annum
Posted: 4 days ago
City, London
Evolution Recruitment Solutions Ltd
Salary: Annual Salary
Posted: 15 hours ago
City, London
Third Republic Ltd
Salary: Up to £110,000 per annum dependant on experience
Posted: 6 days ago
City of London
Talent Point
Salary: £50000.00 - £65000.00 per annum + Benefits
Posted: 17 days ago
City of London
Talent Point
Salary: £65000.00 - £75000.00 per annum + options
Posted: 17 days ago
City of London
Talent Point
Salary: £50000.00 - £60000.00 per annum + Benefits
Posted: 24 days ago
City, London
CGI
Salary: benefits
Posted: 20 days ago