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 23 June 2017 with a comparison to the same period in the previous 2 years.

Scala
London / City of London
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 123 105 144
Rank change year-on-year -18 +39  
Permanent jobs citing Scala 116 174 188
As % of all permanent IT jobs advertised in the City of London 2.23% 2.74% 1.81%
As % of the Programming Languages category 3.95% 4.77% 3.49%
Number of salaries quoted 91 160 153
Median salary £85,000 £65,000 £67,500
Median salary % change year-on-year +30.76% -3.70%  
90% offered a salary of more than £55,000 £49,000 £53,400
10% offered a salary of more than £100,000 £90,500 £85,000
UK excluding London median salary £57,500 £54,000 £52,500
% change year-on-year +6.48% +2.85%  

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 2939 3645 5384
As % of all permanent IT job vacancies advertised in the City of London 56.46% 57.42% 51.83%
Number of salaries quoted 2639 3339 4771
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.34% +4.54%  
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £90,000 £79,600 £80,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

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 23 June 2017.

Salary histogram for Scala in the City of London

For the 6 months to 23 June 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.

1 185 (73.71%) Java
2 117 (46.61%) Python
3 111 (44.22%) Finance
4 97 (38.65%) Agile Software Development
5 62 (24.70%) SQL
6 58 (23.11%) JavaScript
7 53 (21.12%) C++
8 52 (20.72%) Analytics
9 51 (20.32%) Apache Spark
10 50 (19.92%) Hadoop
10 50 (19.92%) Software Engineering
11 47 (18.73%) Banking
12 46 (18.33%) TDD
13 42 (16.73%) Degree
14 41 (16.33%) Big Data
15 38 (15.14%) Amazon AWS
15 38 (15.14%) Multithreading
16 37 (14.74%) Machine Learning
17 35 (13.94%) HTML
18 33 (13.15%) .NET
18 33 (13.15%) React
19 32 (12.75%) Fintech
20 30 (11.95%) DevOps
20 30 (11.95%) Unix
21 29 (11.55%) Mathematics
21 29 (11.55%) Computer Science
21 29 (11.55%) Akka
22 28 (11.16%) Apache Cassandra
22 28 (11.16%) BDD
22 28 (11.16%) CSS

Scala
Co-occurring 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 51 (20.32%) Apache Spark
2 10 (3.98%) Elasticsearch
3 5 (1.99%) Apache
3 5 (1.99%) Apache Pig
4 4 (1.59%) Jetty
5 2 (0.80%) Apache Airflow
5 2 (0.80%) Confluence
5 2 (0.80%) SAS
6 1 (0.40%) Apache Solr
6 1 (0.40%) CMS
6 1 (0.40%) Ethereum
6 1 (0.40%) Jupyter
6 1 (0.40%) nginx
6 1 (0.40%) OpenStack
6 1 (0.40%) Tomcat
6 1 (0.40%) WebLogic
Applications
1 2 (0.80%) Microsoft Excel
1 2 (0.80%) SPSS
Business Applications
1 1 (0.40%) Sentinel
Cloud Services
1 38 (15.14%) Amazon AWS
2 8 (3.19%) GitHub
2 8 (3.19%) Microsoft Azure
3 5 (1.99%) Cloud Computing
3 5 (1.99%) Google Cloud Platform
4 4 (1.59%) Amazon EC2
5 2 (0.80%) Amazon CloudWatch
5 2 (0.80%) Amazon EMR
5 2 (0.80%) AWS Lambda
5 2 (0.80%) Office 365
5 2 (0.80%) SaaS
5 2 (0.80%) Virtual Private Cloud
6 1 (0.40%) Amazon S3
6 1 (0.40%) AWS CloudFormation
6 1 (0.40%) Azure Machine Learning
6 1 (0.40%) OpenShift
6 1 (0.40%) PaaS
Communications & Networking
1 4 (1.59%) HTTP
1 4 (1.59%) Internet
2 2 (0.80%) LAN
2 2 (0.80%) SMS
2 2 (0.80%) Software-Defined Networking
2 2 (0.80%) WAN
3 1 (0.40%) HTTPS
3 1 (0.40%) SSH
3 1 (0.40%) TCP/IP
Database & Business Intelligence
1 50 (19.92%) Hadoop
2 41 (16.33%) Big Data
3 28 (11.16%) Apache Cassandra
4 25 (9.96%) MongoDB
5 20 (7.97%) NoSQL
6 10 (3.98%) Apache Hive
7 9 (3.59%) Relational Database
8 8 (3.19%) MySQL
9 6 (2.39%) PostgreSQL
9 6 (2.39%) SQL Server
10 5 (1.99%) Amazon DynamoDB
10 5 (1.99%) HBase
10 5 (1.99%) RDBMS
11 4 (1.59%) Amazon Redshift
11 4 (1.59%) Data Lake
11 4 (1.59%) Redis
12 3 (1.20%) Blockchain
13 2 (0.80%) Amazon RDS
13 2 (0.80%) BigQuery
13 2 (0.80%) InfluxDB
Development Applications
1 18 (7.17%) Jenkins
2 16 (6.37%) Git (software)
3 13 (5.18%) Jasmine
3 13 (5.18%) JIRA
4 10 (3.98%) Atlassian Bamboo
5 9 (3.59%) Maven
6 8 (3.19%) JUnit
7 5 (1.99%) GoogleTest
7 5 (1.99%) Visual Studio
8 4 (1.59%) TestNG
9 3 (1.20%) git-flow
9 3 (1.20%) Subversion
10 2 (0.80%) Grunt
10 2 (0.80%) gulp
10 2 (0.80%) Mocha
10 2 (0.80%) Selenium
10 2 (0.80%) Travis CI
10 2 (0.80%) webpack
11 1 (0.40%) jMock
11 1 (0.40%) NUnit
General
1 111 (44.22%) Finance
2 47 (18.73%) Banking
3 23 (9.16%) Front Office
4 15 (5.98%) Investment Banking
5 12 (4.78%) Legal
6 9 (3.59%) Games
7 7 (2.79%) Marketing
8 6 (2.39%) Retail
9 3 (1.20%) Billing
9 3 (1.20%) Financial Institution
10 2 (0.80%) Advertising
11 1 (0.40%) Automotive
11 1 (0.40%) Back Office
11 1 (0.40%) Pharmaceutical
11 1 (0.40%) Publishing
11 1 (0.40%) Wholesale Banking
Job Titles
1 141 (56.18%) Developer
2 74 (29.48%) Scala Developer
3 71 (28.29%) Java Developer
4 39 (15.54%) Java Scala Developer
5 28 (11.16%) Senior Developer
6 22 (8.76%) Data Scientist
6 22 (8.76%) Software Engineer
7 17 (6.77%) Senior Scala Developer
8 15 (5.98%) C++ Developer
9 14 (5.58%) Front Office Developer
10 12 (4.78%) Hadoop Developer
10 12 (4.78%) Senior Java Developer
11 11 (4.38%) Java Engineer
11 11 (4.38%) Programmer
11 11 (4.38%) Senior Software Engineer
12 10 (3.98%) Java Software Engineer
12 10 (3.98%) Senior Data Scientist
13 9 (3.59%) C# Developer
13 9 (3.59%) Software Developer
14 8 (3.19%) Junior
Libraries, Frameworks & Software Standards
1 35 (13.94%) HTML
2 33 (13.15%) .NET
2 33 (13.15%) React
3 29 (11.55%) Akka
4 28 (11.16%) CSS
5 25 (9.96%) Spring
6 23 (9.16%) AngularJS
6 23 (9.16%) Play Framework
6 23 (9.16%) Web Services
7 19 (7.57%) Node.js
8 18 (7.17%) Kafka
8 18 (7.17%) Natural Language Processing
9 16 (6.37%) Hibernate
9 16 (6.37%) HTML5
10 15 (5.98%) jQuery
10 15 (5.98%) RESTful
11 11 (4.38%) Ajax
12 9 (3.59%) Boost C++ Libraries
12 9 (3.59%) J2SE
12 9 (3.59%) Redux
Miscellaneous
1 32 (12.75%) Fintech
2 29 (11.55%) Computer Science
3 22 (8.76%) Greenfield Project
4 21 (8.37%) Algorithms
5 19 (7.57%) Analytical Skills
6 16 (6.37%) Derivative
7 12 (4.78%) Fixed Income
8 9 (3.59%) Equities
9 8 (3.19%) Foreign Exchange (FX)
10 7 (2.79%) Reference Data
11 6 (2.39%) Data Structures
11 6 (2.39%) User Experience
12 5 (1.99%) Credit Risk
12 5 (1.99%) Hedge funds
12 5 (1.99%) PMI
13 4 (1.59%) Equity Derivative
13 4 (1.59%) Market Risk
14 3 (1.20%) Enterprise Software
14 3 (1.20%) Mobile Games
15 2 (0.80%) Grid Computing
Operating Systems
1 30 (11.95%) Unix
2 24 (9.56%) Linux
3 6 (2.39%) Android
3 6 (2.39%) Windows
4 5 (1.99%) Apple iOS
5 3 (1.20%) Mac OS X
6 2 (0.80%) Ubuntu
6 2 (0.80%) Windows Server
Processes & Methodologies
1 97 (38.65%) Agile Software Development
2 52 (20.72%) Analytics
3 50 (19.92%) Software Engineering
4 46 (18.33%) TDD
5 38 (15.14%) Multithreading
6 37 (14.74%) Machine Learning
7 30 (11.95%) DevOps
8 29 (11.55%) Mathematics
9 28 (11.16%) BDD
10 25 (9.96%) Mentoring
11 24 (9.56%) Microservices
12 23 (9.16%) OO
13 17 (6.77%) Business Intelligence
13 17 (6.77%) Concurrent Programming
13 17 (6.77%) Data Analytics
13 17 (6.77%) Functional Programming
13 17 (6.77%) Open Source
14 16 (6.37%) E-Commerce
15 15 (5.98%) Continuous Integration
16 13 (5.18%) Low Latency
Programming Languages
1 185 (73.71%) Java
2 117 (46.61%) Python
3 62 (24.70%) SQL
4 58 (23.11%) JavaScript
5 53 (21.12%) C++
6 26 (10.36%) R
7 24 (9.56%) C#
8 21 (8.37%) Ruby
9 16 (6.37%) Clojure
10 13 (5.18%) F#
11 9 (3.59%) Bash Shell
12 8 (3.19%) Go
12 8 (3.19%) Haskell
13 7 (2.79%) Kotlin
14 6 (2.39%) Erlang
14 6 (2.39%) Groovy
14 6 (2.39%) PHP
15 5 (1.99%) Jython
15 5 (1.99%) Objective-C
16 4 (1.59%) Perl
Qualifications
1 42 (16.73%) Degree
2 13 (5.18%) Computer Science Degree
2 13 (5.18%) PhD
3 8 (3.19%) Numerate Degree
4 5 (1.99%) PMI Certification
5 3 (1.20%) Master's Degree
Quality Assurance & Compliance
1 5 (1.99%) QA
2 3 (1.20%) Data Quality
System Software
1 23 (9.16%) Docker
2 3 (1.20%) HDFS
3 2 (0.80%) Apache Flume
Systems Management
1 15 (5.98%) Ansible
2 12 (4.78%) Opscode Chef
2 12 (4.78%) Puppet
3 4 (1.59%) Mesos
4 3 (1.20%) Kubernetes
5 2 (0.80%) Consul
5 2 (0.80%) Microsoft Intune
5 2 (0.80%) SCCM
6 1 (0.40%) Graphite
6 1 (0.40%) Kibana
6 1 (0.40%) logstash
6 1 (0.40%) StatsD
Vendors
1 8 (3.19%) Oracle
2 5 (1.99%) ATG
2 5 (1.99%) Microsoft
3 4 (1.59%) Tableau
4 3 (1.20%) Atlassian
4 3 (1.20%) Google
5 2 (0.80%) LANDesk
5 2 (0.80%) PagerDuty
5 2 (0.80%) SolarWinds
5 2 (0.80%) Xamarin
6 1 (0.40%) Ab Initio
6 1 (0.40%) Apple
6 1 (0.40%) Informatica
6 1 (0.40%) MapR
6 1 (0.40%) Salesforce.com
City, London
Computer People
Salary: £40000.00 - £45000.00 per annum
Posted: 3 hours ago
City, London
Oliver Bernard
Salary: £50000 - £60000 per annum + benefits & stocks
Posted: Yesterday
City, London
Oliver Bernard
Salary: £50000 - £60000 per annum + Excellent benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £75,000 - 85,000 (Plus Excellent Package!!)
Posted: 2 days ago
City, London
Oliver Bernard
Salary: £95000 - £110000 per annum
Posted: 2 days ago
City, London
Oliver Bernard
Salary: £80000 - £120000 per annum + bonus & shares
Posted: 3 days ago
City, London
Stott & May
Salary: £35000 - £50000 per annum
Posted: Yesterday
City, London
Deerfoot IT Resources Ltd
Salary: £70000 - £120000 per annum
Posted: 23 hours ago
City, London
Client Server
Salary: £85k to £100k + benefits
Posted: 4 days ago
City, London
Digitech Resourcing Ltd
Salary: From £45,000 to £55,000 per annum
Posted: 3 days ago
City, London
Digitech Resourcing Ltd
Salary: From £60,000 to £80,000 per annum Bonus + Bens
Posted: 4 days ago
City, London
Digitech Resourcing Ltd
Salary: From £55,000 to £65,000 per annum
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £130,000 + benefits
Posted: 4 days ago
City, London
Big Wednesday Digital Ltd
Salary: £55000 - £95000 per annum + negotiable
Posted: 4 days ago
City, London
Understanding Recruitment
Salary: £70000 - £100000 per annum + Bonus, Pens, Health etc
Posted: 3 days ago
City, London
Digitech Resourcing Ltd
Salary: From £80,000 to £120,000 per annum 15% Bonus + Bens
Posted: 4 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £85000 - £110000 per annum + Excellent benefits
Posted: 2 days ago
City of London
Schroders
Posted: 2 days ago
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: 4 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £55000 - £85000 per annum
Posted: 6 days ago
City, London
TEKsystems
Salary: £70000 - £100000 per annum + benefits
Posted: 3 days ago
City, London
Harrington Starr
Salary: £40000 - £60000 per annum + Bonus + Benefits
Posted: 4 days ago
City, London
Verticality Ltd
Salary: £80000 - £140000 per annum, Benefits to 50K Bonus
Posted: 3 days ago
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £80000 - £100000 Per Annum Plus Excellent Benefits
Posted: 4 days ago
City of London
Computer Futures
Salary: competitive
Posted: 14 days ago
City, London
Hotels.com
Salary: Competitive
Posted: 14 days ago
City, London
Hotels.com
Salary: Competitive
Posted: 14 days ago
City of London
Huxley
Salary: £55000 - £75000 per annum + competitive
Posted: 21 days ago
City, London
Hotels.com
Salary: Competitive
Posted: 14 days ago
City, London
Quant Capital
Salary: Up to £85,000 per annum + benefits and bonus
Posted: 6 days ago