The following table provides summary statistics for permanent job vacancies advertised in 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
England / London
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 119 126 194
Rank change year-on-year +7 +68  
Permanent jobs citing Scala 1039 1001 786
As % of all permanent IT jobs advertised in London 2.84% 2.50% 1.75%
As % of the Programming Languages category 5.11% 4.55% 3.31%
Number of salaries quoted 866 902 690
Median salary £70,000 £67,500 £62,500
Median salary % change year-on-year +3.70% +8.00%  
90% offered a salary of more than £55,000 £50,000 £47,500
10% offered a salary of more than £100,000 £90,000 £90,000
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 London with a requirement for programming language skills.

Programming Language Skills
London
Permanent job vacancies with a requirement for programming language skills 20351 21993 23720
As % of all permanent IT job vacancies advertised in London 55.57% 54.96% 52.83%
Number of salaries quoted 16778 19385 20367
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 £37,500 £35,000
10% offered a salary of more than £87,500 £80,000 £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 London

The job posting trend of jobs advertised in 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 London

Scala
Salary Trend in London

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

Salary trend for Scala in London

Scala
Salary Histogram in London

The salary distribution of IT jobs citing Scala in London over the 3 months to 23 June 2017.

Salary histogram for Scala in London

Scala
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the London region over the 3 months to 23 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London -18 116 £85,000 +30.76% 35
Croydon +20 17 £55,000 +17.02%
West End of London +1 4 £75,000 +15.38% 10
Bromley - 4 £115,000 -
Canary Wharf -5 3 £72,500 +16.00%
Hammersmith -23 1 £90,000 +63.63%
Uxbridge - 1 - -
Hackney - 1 - -
Scala
England

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 London region with a requirement for Scala.

1 1461 (73.05%) Java
2 1026 (51.30%) Agile Software Development
3 785 (39.25%) Python
4 627 (31.35%) TDD
5 592 (29.60%) Apache Spark
6 581 (29.05%) Big Data
7 502 (25.10%) JavaScript
8 464 (23.20%) Finance
9 463 (23.15%) Hadoop
10 457 (22.85%) Software Engineering
11 448 (22.40%) NoSQL
12 409 (20.45%) SQL
13 371 (18.55%) Analytics
14 361 (18.05%) Amazon AWS
15 351 (17.55%) Microservices
16 344 (17.20%) Linux
17 314 (15.70%) Continuous Integration
18 309 (15.45%) MongoDB
19 305 (15.25%) Node.js
20 297 (14.85%) BDD
21 290 (14.50%) DevOps
21 290 (14.50%) Machine Learning
22 286 (14.30%) Scrum
23 285 (14.25%) Kafka
24 268 (13.40%) Spring
25 265 (13.25%) Apache Cassandra
26 251 (12.55%) AngularJS
27 248 (12.40%) Jenkins
27 248 (12.40%) Ruby
28 246 (12.30%) Akka

Scala
Co-occurring IT Skills in 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
1 592 (29.60%) Apache Spark
2 170 (8.50%) Apache
3 147 (7.35%) Elasticsearch
4 78 (3.90%) Apache Solr
5 65 (3.25%) Tomcat
6 50 (2.50%) SAS
7 33 (1.65%) Apache Pig
8 28 (1.40%) Confluence
8 28 (1.40%) WebLogic
9 26 (1.30%) OpenStack
10 20 (1.00%) WebSphere
11 19 (0.95%) JBoss
12 16 (0.80%) Jetty
13 12 (0.60%) CMS
14 11 (0.55%) nginx
15 5 (0.25%) Cloud Foundry
15 5 (0.25%) Tornado
16 4 (0.20%) Lightstreamer
16 4 (0.20%) NServiceBus
16 4 (0.20%) WebORB
Applications
1 16 (0.80%) SPSS
2 12 (0.60%) Microsoft Excel
3 5 (0.25%) Microsoft Office
3 5 (0.25%) Microsoft PowerPoint
4 3 (0.15%) Spreadsheet
4 3 (0.15%) SPSS Modeler
5 1 (0.050%) Chatbot
5 1 (0.050%) Stata
Business Applications
1 3 (0.15%) Payment Gateway
1 3 (0.15%) Sentinel
2 1 (0.050%) SAP InfiniteInsight
Cloud Services
1 361 (18.05%) Amazon AWS
2 88 (4.40%) Microsoft Azure
3 80 (4.00%) Google Cloud Platform
4 64 (3.20%) GitHub
5 63 (3.15%) Amazon EC2
6 45 (2.25%) SaaS
7 34 (1.70%) Cloud Computing
8 29 (1.45%) Amazon S3
9 27 (1.35%) Amazon Kinesis
10 25 (1.25%) Office 365
11 21 (1.05%) PaaS
12 20 (1.00%) Amazon EMR
13 17 (0.85%) G Suite
13 17 (0.85%) Slack
14 16 (0.80%) Amazon SQS
15 15 (0.75%) IaaS
16 6 (0.30%) AWS CloudFormation
16 6 (0.30%) BrowserStack
16 6 (0.30%) OpenShift
17 5 (0.25%) Azure Data Factory
Communications & Networking
1 51 (2.55%) Internet
2 47 (2.35%) HTTP
3 25 (1.25%) DSL
4 15 (0.75%) TCP/IP
5 8 (0.40%) HTTPS
5 8 (0.40%) LAN
5 8 (0.40%) WAN
6 7 (0.35%) SNMP
7 6 (0.30%) Software-Defined Networking
8 4 (0.20%) Firewall
8 4 (0.20%) SSL
9 3 (0.15%) DNS
9 3 (0.15%) SMS
10 2 (0.10%) LDAP
10 2 (0.10%) Network Security
10 2 (0.10%) SSH
11 1 (0.050%) Broadband
11 1 (0.050%) Intranet
11 1 (0.050%) Kerberos
11 1 (0.050%) MQTT
Database & Business Intelligence
1 581 (29.05%) Big Data
2 463 (23.15%) Hadoop
3 448 (22.40%) NoSQL
4 309 (15.45%) MongoDB
5 265 (13.25%) Apache Cassandra
6 208 (10.40%) PostgreSQL
7 187 (9.35%) Relational Database
8 182 (9.10%) MySQL
9 154 (7.70%) Apache Hive
10 117 (5.85%) RDBMS
11 103 (5.15%) Redis
12 97 (4.85%) HBase
13 89 (4.45%) Amazon DynamoDB
14 74 (3.70%) Data Warehouse
15 65 (3.25%) SQL Server
16 61 (3.05%) Blockchain
17 44 (2.20%) Amazon Redshift
18 41 (2.05%) Data Mining
19 38 (1.90%) Neo4j
20 27 (1.35%) GIS
Development Applications
1 248 (12.40%) Jenkins
2 226 (11.30%) Git (software)
3 111 (5.55%) Maven
4 102 (5.10%) JUnit
5 79 (3.95%) JIRA
6 74 (3.70%) Atlassian Bamboo
7 67 (3.35%) Cucumber
8 53 (2.65%) Selenium
9 45 (2.25%) Subversion
10 44 (2.20%) webpack
11 37 (1.85%) Babel
11 37 (1.85%) Gradle
11 37 (1.85%) Vagrant
12 32 (1.60%) Mockito
13 27 (1.35%) WebDriver
14 22 (1.10%) Appium
14 22 (1.10%) SoapUI
15 21 (1.05%) Buildbot
15 21 (1.05%) Hudson
16 20 (1.00%) Jasmine
General
1 464 (23.20%) Finance
2 176 (8.80%) Banking
3 99 (4.95%) Games
4 96 (4.80%) Marketing
5 78 (3.90%) Retail
6 64 (3.20%) Advertising
7 60 (3.00%) Front Office
8 54 (2.70%) Investment Banking
9 46 (2.30%) Legal
10 23 (1.15%) Financial Institution
11 18 (0.90%) Publishing
12 17 (0.85%) Pharmaceutical
13 14 (0.70%) Telecoms
14 9 (0.45%) Back Office
14 9 (0.45%) Billing
15 6 (0.30%) Automotive
16 5 (0.25%) Law
17 4 (0.20%) Online Betting
17 4 (0.20%) Retail Banking
18 3 (0.15%) Music Industry
Job Titles
1 1028 (51.40%) Developer
2 536 (26.80%) Java Developer
3 426 (21.30%) Scala Developer
4 254 (12.70%) Senior Developer
5 194 (9.70%) Java Scala Developer
6 187 (9.35%) Software Engineer
7 176 (8.80%) Data Engineer
8 138 (6.90%) Senior Java Developer
9 131 (6.55%) Data Scientist
10 127 (6.35%) Architect
11 111 (5.55%) Big Data Engineer
11 111 (5.55%) Java Engineer
12 91 (4.55%) Senior Scala Developer
13 76 (3.80%) Software Developer
14 74 (3.70%) Big Data Developer
15 73 (3.65%) Lead Developer
16 58 (2.90%) E-Commerce Developer
17 57 (2.85%) Java Software Engineer
18 55 (2.75%) JavaScript Developer
19 54 (2.70%) Programmer
Libraries, Frameworks & Software Standards
1 305 (15.25%) Node.js
2 285 (14.25%) Kafka
3 268 (13.40%) Spring
4 251 (12.55%) AngularJS
5 246 (12.30%) Akka
6 233 (11.65%) React
7 221 (11.05%) HTML
8 191 (9.55%) Web Services
9 189 (9.45%) REST
10 166 (8.30%) Play Framework
11 154 (7.70%) .NET
12 152 (7.60%) CSS
13 129 (6.45%) Hibernate
14 114 (5.70%) RESTful
15 103 (5.15%) HTML5
16 84 (4.20%) RabbitMQ
16 84 (4.20%) XML
17 70 (3.50%) JSON
18 66 (3.30%) Redux
19 64 (3.20%) Spring Boot
Miscellaneous
1 217 (10.85%) Computer Science
2 184 (9.20%) Greenfield Project
3 148 (7.40%) Fintech
4 139 (6.95%) Algorithms
5 138 (6.90%) Analytical Skills
6 64 (3.20%) User Experience
7 48 (2.40%) Enterprise Software
8 45 (2.25%) Derivative
9 32 (1.60%) Fixed Income
9 32 (1.60%) Foreign Exchange (FX)
10 30 (1.50%) Data Structures
10 30 (1.50%) Mobile App
11 27 (1.35%) Equities
12 19 (0.95%) Bitcoin
12 19 (0.95%) Hedge funds
13 16 (0.80%) Management Information System
14 14 (0.70%) Credit Risk
14 14 (0.70%) Reference Data
15 12 (0.60%) Equity Derivative
16 11 (0.55%) Life Science
Operating Systems
1 344 (17.20%) Linux
2 91 (4.55%) Unix
3 40 (2.00%) Windows
4 30 (1.50%) Android
5 26 (1.30%) Apple iOS
6 13 (0.65%) Ubuntu
7 10 (0.50%) Mac OS
8 5 (0.25%) Windows Server
9 4 (0.20%) CoreOS
9 4 (0.20%) Mac OS X
10 3 (0.15%) Red Hat Enterprise Linux
11 2 (0.10%) Amazon Linux
11 2 (0.10%) CentOS
12 1 (0.050%) Mesosphere
12 1 (0.050%) Solaris
12 1 (0.050%) VMS
Processes & Methodologies
1 1026 (51.30%) Agile Software Development
2 627 (31.35%) TDD
3 457 (22.85%) Software Engineering
4 371 (18.55%) Analytics
5 351 (17.55%) Microservices
6 314 (15.70%) Continuous Integration
7 297 (14.85%) BDD
8 290 (14.50%) DevOps
8 290 (14.50%) Machine Learning
9 286 (14.30%) Scrum
10 244 (12.20%) Open Source
11 189 (9.45%) Kanban
12 179 (8.95%) Functional Programming
13 178 (8.90%) Test Automation
14 161 (8.05%) OO
15 157 (7.85%) Mentoring
16 155 (7.75%) E-Commerce
17 153 (7.65%) Continuous Delivery
18 146 (7.30%) Multithreading
19 135 (6.75%) Mathematics
Programming Languages
1 1461 (73.05%) Java
2 785 (39.25%) Python
3 502 (25.10%) JavaScript
4 409 (20.45%) SQL
5 248 (12.40%) Ruby
6 194 (9.70%) C#
7 193 (9.65%) C++
8 171 (8.55%) Go
9 156 (7.80%) R
10 127 (6.35%) Clojure
11 117 (5.85%) PHP
12 96 (4.80%) Haskell
13 70 (3.50%) F#
14 62 (3.10%) C
15 58 (2.90%) Groovy
16 55 (2.75%) Bash Shell
17 52 (2.60%) ES6
18 48 (2.40%) Kotlin
19 47 (2.35%) Perl
20 40 (2.00%) Erlang
Qualifications
1 228 (11.40%) Degree
2 91 (4.55%) Computer Science Degree
3 82 (4.10%) PhD
4 49 (2.45%) Security Cleared
5 36 (1.80%) SC Cleared
6 10 (0.50%) Master's Degree
6 10 (0.50%) Numerate Degree
7 8 (0.40%) Postgraduate
8 6 (0.30%) DV Cleared
8 6 (0.30%) PMI Certification
9 3 (0.15%) IRCA
10 1 (0.050%) AWS Certification
10 1 (0.050%) CISA
10 1 (0.050%) CISM
10 1 (0.050%) CISSP
10 1 (0.050%) EMC Certification
10 1 (0.050%) MBA
10 1 (0.050%) PMP
Quality Assurance & Compliance
1 100 (5.00%) QA
2 13 (0.65%) Data Quality
3 7 (0.35%) GCP
4 4 (0.20%) ISO 20022
5 2 (0.10%) Actionable Recommendations
6 1 (0.050%) Basel III
6 1 (0.050%) Dodd-Frank
6 1 (0.050%) ISO/IEC 27001
6 1 (0.050%) PCI DSS
System Software
1 246 (12.30%) Docker
2 63 (3.15%) HDFS
3 30 (1.50%) Apache Flume
4 9 (0.45%) Apache ZooKeeper
5 2 (0.10%) VirtualBox
5 2 (0.10%) VMware Infrastructure
5 2 (0.10%) Xen
6 1 (0.050%) Oracle RAC
Systems Management
1 101 (5.05%) Kubernetes
2 93 (4.65%) Puppet
3 84 (4.20%) Opscode Chef
4 71 (3.55%) Ansible
5 31 (1.55%) Mesos
6 23 (1.15%) Kibana
7 16 (0.80%) Terraform
8 10 (0.50%) Oozie
9 8 (0.40%) Hadoop YARN
9 8 (0.40%) SCCM
10 7 (0.35%) Marathon
11 6 (0.30%) Graphite
11 6 (0.30%) Microsoft Intune
11 6 (0.30%) Salt
12 5 (0.25%) Consul
12 5 (0.25%) logstash
12 5 (0.25%) Packer
13 4 (0.20%) Nagios
13 4 (0.20%) Rundeck
14 3 (0.15%) ZABBIX
Vendors
1 139 (6.95%) Google
2 99 (4.95%) Oracle
3 49 (2.45%) Microsoft
4 34 (1.70%) Hortonworks
5 30 (1.50%) Cloudera
6 29 (1.45%) Tableau
7 21 (1.05%) MapR
8 17 (0.85%) RapidMiner
9 15 (0.75%) Splunk
10 13 (0.65%) Netezza
11 11 (0.55%) Atlassian
12 10 (0.50%) IBM
13 9 (0.45%) SaltStack
14 8 (0.40%) Facebook
14 8 (0.40%) LANDesk
14 8 (0.40%) MuleSoft
14 8 (0.40%) SolarWinds
14 8 (0.40%) Sun
15 7 (0.35%) Altova
15 7 (0.35%) ILOG
South West London
Intelletec
Salary: From £65,000 to £75,000 per annum - can flex dependant on experience
Posted: 22 hours ago
London
Mortimer Spinks
Salary: £35000 - £60000 per annum
Posted: 18 hours ago
City, London
Oliver Bernard
Salary: £50000 - £60000 per annum + benefits & stocks
Posted: 19 hours ago
City, London
Oliver Bernard
Salary: £50000 - £60000 per annum + Excellent benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £75,000 - 85,000 (Plus Excellent Package!!)
Posted: Yesterday
London
FPSG Connect
Salary: Benefits
Posted: 23 hours ago
South East London
Digitech Resourcing Ltd
Salary: From £45,000 to £56,000 per annum
Posted: 22 hours ago
West London
Vantage Recruitment Solutions Ltd
Salary: From £50,000 to £75,000 per annum
Posted: Yesterday
London
Understanding Recruitment
Salary: £420.00 - £460.00 per day
Posted: 2 days ago
London
Digitech Resourcing Ltd
Salary: From £70,000 to £90,000 per annum
Posted: 19 hours ago
London
Vantage Recruitment Solutions Ltd
Salary: From £70,000 to £75,000 per annum Annual Bonus 15%, Full Company Pensi
Posted: Yesterday
London
Digitech Resourcing Ltd
Salary: From £50,000 to £65,000 per annum + Package
Posted: 16 hours ago
London
Java Source
Salary: £70000 - £80000 per annum, Benefits Benefits Package
Posted: Yesterday
London
Engage PSG
Salary: £80000 - £90000 per annum + 20% bonus
Posted: Yesterday
West London
Opus Resourcing Ltd
Salary: £65000 - £70000 per annum + Bens + Bonus to 10%
Posted: Yesterday
London
Oliver Bernard
Salary: £60000 - £80000 per annum + Excellent benefits & equity
Posted: 2 days ago
London
Haybrook IT Resourcing Ltd
Salary: Up to £60,000 per annum
Posted: Yesterday
North West London
Understanding Recruitment
Salary: £55000 - £75000 per annum + Benefits - 10% personal time! WFH.
Posted: 4 days ago
London
ClearCube Consulting
Salary: Up to £130,000 per annum + Benefits package
Posted: 21 hours ago
City, London
Oliver Bernard
Salary: £95000 - £110000 per annum
Posted: Yesterday
London
ClearCube Consulting
Salary: From £80,000 to £100,000 per annum
Posted: 21 hours ago
City, London
Oliver Bernard
Salary: £80000 - £120000 per annum + bonus & shares
Posted: 2 days ago
London
ClearCube Consulting
Salary: Up to £90,000 per annum base.
Posted: 2 days ago
East London
ClearCube Consulting
Salary: Up to £100,000 per annum
Posted: Yesterday
London
Engage PSG
Salary: £75000 - £85000 per annum + 20% bonus
Posted: 2 days ago
West London
Bentley Whitaker
Salary: From £75,000 to £85,000 per annum + 15% bonus + good bens
Posted: 20 hours ago
East London
Careerwise UK Limited
Salary: £45000 - £65000 per annum + Benefits
Posted: Yesterday
City, London
Stott & May
Salary: £35000 - £50000 per annum
Posted: Yesterday
London
Harrington Starr
Salary: £65000 - £85000 per annum + bonus + benefits
Posted: Yesterday
London
ClearCube Consulting
Salary: Up to £95,000 per annum
Posted: 2 days ago