The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Scala skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Scala over the 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Scala
London / City of London
Rank 94 143 189
Rank change year-on-year +49 +46  
Permanent jobs citing Scala 137 130 136
As % of all permanent IT jobs advertised in the City of London 2.70% 1.84% 1.34%
As % of the Programming Languages category 4.78% 3.32% 2.69%
Number of salaries quoted 126 113 123
Median salary £73,750 £62,000 £60,000
Median salary % change year-on-year +18.95% +3.33%  
90% offered a salary of more than £51,250 £45,900 £40,500
10% offered a salary of more than £97,500 £85,000 £85,000
UK excluding London median salary £52,500 £52,500 £52,500

Scala is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the City of London with a requirement for programming language skills.

Programming Language Skills
City of London
Permanent job vacancies with a requirement for programming language skills 2867 3912 5060
As % of all permanent IT job vacancies advertised in the City of London 56.50% 55.32% 49.74%
Number of salaries quoted 2606 3495 4448
Median salary £62,500 £57,500 £55,000
Median salary % change year-on-year +8.69% +4.54%  
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £90,000 £77,500 £82,500
UK excluding London median salary £41,500 £40,500 £40,000
% change year-on-year +2.46% +1.25%  

Scala
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London citing Scala as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

Job vacancy trend for Scala 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 in the City of London.

Salary trend for Scala in the City of London

Scala
Salary Histogram in the City of London

The salary distribution of IT jobs citing Scala in the City of London over the 3 months to 24 March 2017.

Salary histogram for Scala in the City of London

Scala
Top 30 Related IT Skills in the City of London

For the 6 months to 24 March 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 City of London region with a requirement for Scala.

1 213 (76.07%) Java
2 131 (46.79%) Python
3 103 (36.79%) Agile Software Development
4 98 (35.00%) Finance
5 90 (32.14%) SQL
6 66 (23.57%) Amazon AWS
7 64 (22.86%) Banking
8 59 (21.07%) TDD
9 58 (20.71%) Jenkins
9 58 (20.71%) DevOps
9 58 (20.71%) Hadoop
9 58 (20.71%) Big Data
10 55 (19.64%) Linux
11 53 (18.93%) JavaScript
12 46 (16.43%) Apache Spark
13 44 (15.71%) Ruby
14 43 (15.36%) Git (software)
15 41 (14.64%) Computer Science
15 41 (14.64%) JIRA
16 40 (14.29%) Spring
16 40 (14.29%) Puppet
17 39 (13.93%) Node.js
17 39 (13.93%) Opscode Chef
17 39 (13.93%) Analytics
18 38 (13.57%) Degree
19 35 (12.50%) Bash Shell
19 35 (12.50%) Hibernate
20 34 (12.14%) Atlassian Bamboo
20 34 (12.14%) NoSQL
21 33 (11.79%) BDD

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 46 (16.43%) Apache Spark
2 17 (6.07%) Jetty
3 11 (3.93%) Elasticsearch
4 9 (3.21%) Apache Pig
5 8 (2.86%) Apache
6 5 (1.79%) SAS
7 3 (1.07%) Confluence
8 2 (0.71%) Apache Solr
8 2 (0.71%) Jupyter
9 1 (0.36%) CMS
9 1 (0.36%) nginx
Applications
1 4 (1.43%) SPSS
2 1 (0.36%) Gephi
2 1 (0.36%) MS Excel
Business Applications
1 1 (0.36%) Sentinel
Cloud Services
1 66 (23.57%) Amazon AWS
2 9 (3.21%) GitHub
2 9 (3.21%) Microsoft Azure
3 6 (2.14%) Google Cloud Platform
4 5 (1.79%) Amazon EC2
4 5 (1.79%) Cloud Computing
5 3 (1.07%) Amazon S3
6 2 (0.71%) Amazon EMR
6 2 (0.71%) Office 365
7 1 (0.36%) AWS CloudFormation
7 1 (0.36%) PaaS
7 1 (0.36%) SaaS
Communications & Networking
1 9 (3.21%) HTTP
1 9 (3.21%) Internet
2 2 (0.71%) LAN
2 2 (0.71%) Software-Defined Networking
2 2 (0.71%) SSH
2 2 (0.71%) WAN
3 1 (0.36%) HTTPS
3 1 (0.36%) PPP
3 1 (0.36%) TCP/IP
Database & Business Intelligence
1 58 (20.71%) Big Data
1 58 (20.71%) Hadoop
2 34 (12.14%) NoSQL
3 32 (11.43%) Relational Database
4 23 (8.21%) MongoDB
5 18 (6.43%) Apache Hive
6 15 (5.36%) Apache Cassandra
7 11 (3.93%) MySQL
7 11 (3.93%) SQL Server
8 8 (2.86%) HBase
9 6 (2.14%) RDBMS
9 6 (2.14%) Redis
10 5 (1.79%) Amazon DynamoDB
10 5 (1.79%) Couchbase
10 5 (1.79%) Data Warehouse
11 4 (1.43%) Amazon Redshift
11 4 (1.43%) Data Mining
12 3 (1.07%) GIS
12 3 (1.07%) PostgreSQL
12 3 (1.07%) SQL Server Reporting Services
Development Applications
1 58 (20.71%) Jenkins
2 43 (15.36%) Git (software)
3 41 (14.64%) JIRA
4 34 (12.14%) Atlassian Bamboo
5 29 (10.36%) Subversion
6 26 (9.29%) git-flow
7 20 (7.14%) Maven
8 9 (3.21%) JUnit
9 4 (1.43%) Gradle
9 4 (1.43%) TestNG
9 4 (1.43%) Vagrant
10 3 (1.07%) FishEye
10 3 (1.07%) Liquibase
10 3 (1.07%) Mockito
10 3 (1.07%) Travis CI
11 2 (0.71%) Artifactory
11 2 (0.71%) Eclipse
11 2 (0.71%) GitLab
11 2 (0.71%) Jasmine
11 2 (0.71%) Visual Studio
General
1 98 (35.00%) Finance
2 64 (22.86%) Banking
3 30 (10.71%) Front Office
4 24 (8.57%) Investment Banking
5 21 (7.50%) Games
6 14 (5.00%) Advertising
7 12 (4.29%) Marketing
8 10 (3.57%) Retail
9 4 (1.43%) Telecoms
10 3 (1.07%) Financial Institution
11 2 (0.71%) Back Office
11 2 (0.71%) Prime Brokerage
12 1 (0.36%) Automotive
12 1 (0.36%) Corporate Banking
12 1 (0.36%) Legal
12 1 (0.36%) Manufacturing
12 1 (0.36%) Music Industry
12 1 (0.36%) Publishing
Job Titles
1 175 (62.50%) Developer
2 103 (36.79%) Java Developer
3 65 (23.21%) Scala Developer
4 40 (14.29%) Senior Developer
5 36 (12.86%) Java Scala Developer
6 26 (9.29%) Data Scientist
6 26 (9.29%) Senior Java Developer
7 24 (8.57%) DevOps Engineer
8 21 (7.50%) Junior
9 20 (7.14%) Front Office Developer
9 20 (7.14%) Junior Developer
10 18 (6.43%) Junior Java Developer
10 18 (6.43%) Senior Scala Developer
11 15 (5.36%) Lead Developer
11 15 (5.36%) Software Engineer
11 15 (5.36%) SQL Developer
12 13 (4.64%) Programmer
13 12 (4.29%) C++ Developer
13 12 (4.29%) Systems Engineer
14 10 (3.57%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 40 (14.29%) Spring
2 39 (13.93%) Node.js
3 35 (12.50%) Hibernate
4 26 (9.29%) Akka
5 25 (8.93%) .NET
5 25 (8.93%) AngularJS
5 25 (8.93%) Web Services
6 22 (7.86%) Apache Camel
7 21 (7.50%) Guice
8 20 (7.14%) CSS
8 20 (7.14%) Kafka
9 19 (6.79%) HTML
10 18 (6.43%) Apache CXF
10 18 (6.43%) RESTful
11 17 (6.07%) Guava
11 17 (6.07%) JPA
12 15 (5.36%) React
12 15 (5.36%) REST
13 14 (5.00%) Play Framework
13 14 (5.00%) RabbitMQ
Miscellaneous
1 41 (14.64%) Computer Science
2 23 (8.21%) Analytical Skills
3 20 (7.14%) Fintech
4 18 (6.43%) Derivative
5 13 (4.64%) Credit Risk
6 12 (4.29%) Algorithms
6 12 (4.29%) Reference Data
7 10 (3.57%) Fixed Income
8 9 (3.21%) Equities
9 7 (2.50%) Market Risk
9 7 (2.50%) User Experience
10 6 (2.14%) Online Games
11 5 (1.79%) Foreign Exchange (FX)
12 4 (1.43%) Data Structures
13 3 (1.07%) Interest Rate Derivative
13 3 (1.07%) Mobile Games
13 3 (1.07%) Social Network
14 2 (0.71%) Grid Computing
14 2 (0.71%) N-Tier
14 2 (0.71%) Social Media
Operating Systems
1 55 (19.64%) Linux
2 15 (5.36%) Unix
3 4 (1.43%) Windows
4 2 (0.71%) Windows Server
5 1 (0.36%) Android
5 1 (0.36%) Ubuntu
Processes & Methodologies
1 103 (36.79%) Agile Software Development
2 59 (21.07%) TDD
3 58 (20.71%) DevOps
4 39 (13.93%) Analytics
5 33 (11.79%) BDD
5 33 (11.79%) Machine Learning
6 31 (11.07%) Multithreading
7 29 (10.36%) Build Automation
7 29 (10.36%) Mathematics
8 23 (8.21%) Continuous Integration
8 23 (8.21%) Scrum
9 22 (7.86%) Software Engineering
10 21 (7.50%) Microservices
11 19 (6.79%) Concurrent Programming
12 17 (6.07%) Low Latency
12 17 (6.07%) OO
12 17 (6.07%) Open Source
12 17 (6.07%) SDLC
12 17 (6.07%) Web Development
13 15 (5.36%) Functional Programming
Programming Languages
1 213 (76.07%) Java
2 131 (46.79%) Python
3 90 (32.14%) SQL
4 53 (18.93%) JavaScript
5 44 (15.71%) Ruby
6 35 (12.50%) Bash Shell
7 33 (11.79%) C++
8 26 (9.29%) C#
9 25 (8.93%) R
10 19 (6.79%) Clojure
11 11 (3.93%) Groovy
12 9 (3.21%) Go
12 9 (3.21%) Haskell
12 9 (3.21%) Jython
13 7 (2.50%) Elixir
14 6 (2.14%) Perl
15 5 (1.79%) C
15 5 (1.79%) F#
16 4 (1.43%) Kotlin
16 4 (1.43%) PHP
Qualifications
1 38 (13.57%) Degree
2 18 (6.43%) PhD
Quality Assurance & Compliance
1 13 (4.64%) QA
2 3 (1.07%) Data Quality
System Software
1 25 (8.93%) Docker
2 5 (1.79%) HDFS
3 3 (1.07%) Apache Flume
4 2 (0.71%) Hyper-V
4 2 (0.71%) KVM
4 2 (0.71%) Virtual Machines
4 2 (0.71%) VMware Infrastructure
Systems Management
1 40 (14.29%) Puppet
2 39 (13.93%) Opscode Chef
3 9 (3.21%) Ansible
3 9 (3.21%) Kubernetes
4 4 (1.43%) Mesos
5 3 (1.07%) Hadoop YARN
6 2 (0.71%) Consul
6 2 (0.71%) Microsoft Intune
6 2 (0.71%) SCCM
7 1 (0.36%) Graphite
7 1 (0.36%) Kibana
7 1 (0.36%) logstash
7 1 (0.36%) Oozie
7 1 (0.36%) StatsD
7 1 (0.36%) Terraform
Vendors
1 28 (10.00%) Atlassian
2 19 (6.79%) Oracle
3 11 (3.93%) Microsoft
4 8 (2.86%) Tableau
5 7 (2.50%) ATG
6 5 (1.79%) IBM
7 4 (1.43%) Cognos
7 4 (1.43%) Google
8 3 (1.07%) Cloudera
8 3 (1.07%) Hortonworks
8 3 (1.07%) MapR
9 2 (0.71%) LANDesk
9 2 (0.71%) SolarWinds
9 2 (0.71%) VMware
10 1 (0.36%) Ab Initio
10 1 (0.36%) Apple
10 1 (0.36%) Informatica
10 1 (0.36%) Red Hat
10 1 (0.36%) Salesforce.com
10 1 (0.36%) Teradata
City, London
Big Wednesday Digital Ltd
Salary: £55000 - £95000 per annum + negotiable
Posted: 1 hour ago
City, London
Oliver Bernard
Salary: £30000 - £35000 per annum + Excellent benefits
Posted: Yesterday
City, London
onezeero.
Salary: £50000 - £70000 per annum + Benefits package
Posted: Yesterday
City, London
Improbable
Salary: From £85,000 to £105,000 per annum Pension
Posted: 15 hours ago
City, London
onezeero.
Salary: £55000 - £65000 per annum
Posted: Yesterday
City of London
Huxley
Salary: £70000 - £110000 per annum + competitive
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £50,000 - £80,000 + extensive benefits package
Posted: 3 days ago
City, London
The Change Partners Recruitment
Salary: From £65,000 to £70,000 per annum
Posted: Yesterday
City, London
Evolution Recruitment Solutions
Salary: Excellent Salary + Benefits
Posted: 20 hours ago
City, London
Miller Maxwell Ltd
Salary: From £55,000 to £65,000 per annum + Bonus + 28 Days Holiday + Pension
Posted: 2 days ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 4 days ago
City, London
Miller Maxwell Ltd
Salary: Up to £60,000 per annum + Bonus + Excellent Benefits Package
Posted: 3 days ago
City, London
Big Wednesday Digital Ltd
Salary: £75000 - £150000 per annum + Negotiable
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: Up to £35,000 - £60,000 + Benefits
Posted: 3 days ago
City of London
Computer Futures
Salary: competitive
Posted: 7 days ago
City, London
ANSON MCCADE
Salary: £45,000 - circa £85,000
Posted: 3 days ago
City, London
Joseph Harry Ltd
Salary: £45000 - £60000 per annum + 25% bonus + 8% pension
Posted: 6 days ago
City of London
Huxley
Salary: competitive
Posted: 17 days ago
City of London
Huxley
Salary: competitive
Posted: 23 days ago
City of London
Energon Global
Salary: £30000.00 - £45000.00 per annum + benefits + bonus
Posted: 25 days ago
City of London
Lawrence Harvey
Salary: £90000.00 - £110000.00 per annum
Posted: 23 days ago
City of London
Energize Recruitment Solutions Ltd
Salary: £40000 - £55000 per annum + Healthcare, Pension, Lunches
Posted: 21 days ago
City of London
Michael Page Technology
Salary: £95000 - £115000 per annum
Posted: 14 days ago
City of London
Computer Futures
Salary: £45000 - £55000 per annum + competitive
Posted: 16 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £85000 - £110000 per annum + Excellent benefits
Posted: 13 days ago
City, London
Accenture
Salary: Competitive
Posted: 15 days ago