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 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Scala
England / London
Rank 103 145 228
Rank change year-on-year +42 +83  
Permanent jobs citing Scala 971 950 587
As % of all permanent IT jobs advertised in London 2.89% 2.27% 1.39%
As % of the Programming Languages category 5.28% 4.21% 2.72%
Number of salaries quoted 819 842 514
Median salary £70,000 £63,750 £62,500
Median salary % change year-on-year +9.80% +2.00%  
90% offered a salary of more than £52,500 £50,000 £45,000
10% offered a salary of more than £95,000 £87,500 £90,000
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 London with a requirement for programming language skills.

Programming Language Skills
London
Permanent job vacancies with a requirement for programming language skills 18397 22564 21606
As % of all permanent IT job vacancies advertised in London 54.73% 53.85% 51.20%
Number of salaries quoted 15863 19798 18507
Median salary £60,000 £55,000 £55,000
Median salary % change year-on-year +9.09% -  
90% offered a salary of more than £37,500 £37,500 £35,000
10% offered a salary of more than £85,000 £77,500 £80,000
UK excluding London median salary £41,500 £40,500 £40,000
% change year-on-year +2.46% +1.25%  

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 25 March 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 25 March 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 +52 137 £73,750 +20.90% 34
Canary Wharf - 7 £72,500 -
Hackney - 7 - -
Croydon +14 6 £61,302 - 6
West End of London +6 3 £100,000 +66.66% 8
Hammersmith -18 1 £75,000 +15.38%
Docklands, London - 1 £55,000 -
Scala
England

Scala
Top 30 Related IT Skills in London

For the 6 months to 25 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 London region with a requirement for Scala.

1 1608 (74.55%) Java
2 1135 (52.62%) Agile Software Development
3 776 (35.98%) Python
4 669 (31.02%) TDD
5 604 (28.00%) Big Data
6 565 (26.19%) JavaScript
7 531 (24.62%) Apache Spark
8 525 (24.34%) NoSQL
9 471 (21.84%) Hadoop
9 471 (21.84%) SQL
10 468 (21.70%) Finance
11 451 (20.91%) Software Engineering
12 414 (19.19%) Amazon AWS
13 383 (17.76%) Linux
14 374 (17.34%) Microservices
15 342 (15.86%) DevOps
16 341 (15.81%) MongoDB
17 336 (15.58%) Node.js
18 335 (15.53%) Analytics
19 333 (15.44%) Computer Science
20 331 (15.35%) Spring
21 329 (15.25%) Continuous Integration
22 308 (14.28%) Scrum
23 305 (14.14%) BDD
24 295 (13.68%) Jenkins
25 294 (13.63%) AngularJS
26 289 (13.40%) Kafka
27 279 (12.93%) Akka
28 277 (12.84%) Degree
29 268 (12.42%) Ruby

Scala
Top Related 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
1 531 (24.62%) Apache Spark
2 174 (8.07%) Elasticsearch
3 128 (5.93%) Apache
4 80 (3.71%) Apache Solr
5 49 (2.27%) Apache Pig
5 49 (2.27%) Tomcat
6 43 (1.99%) Jetty
6 43 (1.99%) SAS
7 34 (1.58%) Confluence
8 32 (1.48%) JBoss
9 29 (1.34%) CMS
10 19 (0.88%) WebSphere
11 18 (0.83%) nginx
12 16 (0.74%) Mule
12 16 (0.74%) OpenStack
13 14 (0.65%) WebLogic
14 12 (0.56%) Alfresco
14 12 (0.56%) Mule ESB
15 6 (0.28%) WildFly
16 5 (0.23%) Cloud Foundry
Applications
1 35 (1.62%) MS Excel
2 23 (1.07%) SPSS
3 5 (0.23%) SPSS Modeler
4 4 (0.19%) MS PowerPoint
5 3 (0.14%) MS Office
5 3 (0.14%) Stata
6 1 (0.046%) Gephi
6 1 (0.046%) Maple
6 1 (0.046%) Simulink
Business Applications
1 5 (0.23%) Payment Gateway
2 4 (0.19%) Magento
3 3 (0.14%) Sentinel
Cloud Services
1 414 (19.19%) Amazon AWS
2 78 (3.62%) Microsoft Azure
3 67 (3.11%) GitHub
4 60 (2.78%) Amazon EC2
5 55 (2.55%) SaaS
6 52 (2.41%) Cloud Computing
7 48 (2.23%) Google Cloud Platform
8 38 (1.76%) Amazon S3
9 28 (1.30%) Amazon Kinesis
10 26 (1.21%) Amazon EMR
11 21 (0.97%) Office 365
12 20 (0.93%) PaaS
12 20 (0.93%) Slack
13 18 (0.83%) IaaS
14 17 (0.79%) G Suite
15 7 (0.32%) AWS CloudFormation
16 6 (0.28%) Amazon SQS
16 6 (0.28%) Route 53
17 4 (0.19%) CloudFront
17 4 (0.19%) Google App Engine
Communications & Networking
1 87 (4.03%) HTTP
2 52 (2.41%) Internet
3 28 (1.30%) TCP/IP
4 26 (1.21%) DSL
5 18 (0.83%) HTTPS
6 13 (0.60%) SNMP
7 8 (0.37%) Firewall
8 5 (0.23%) SSL
9 4 (0.19%) DNS
9 4 (0.19%) LAN
9 4 (0.19%) WAN
10 3 (0.14%) Software-Defined Networking
10 3 (0.14%) SSH
11 1 (0.046%) DVB
11 1 (0.046%) Intranet
11 1 (0.046%) Kerberos
11 1 (0.046%) LDAP
11 1 (0.046%) PPP
11 1 (0.046%) Skype
Database & Business Intelligence
1 604 (28.00%) Big Data
2 525 (24.34%) NoSQL
3 471 (21.84%) Hadoop
4 341 (15.81%) MongoDB
5 251 (11.64%) Apache Cassandra
6 205 (9.50%) Relational Database
7 193 (8.95%) PostgreSQL
8 178 (8.25%) Apache Hive
9 168 (7.79%) MySQL
10 111 (5.15%) RDBMS
11 91 (4.22%) HBase
12 75 (3.48%) SQL Server
13 74 (3.43%) Amazon DynamoDB
14 71 (3.29%) Redis
15 52 (2.41%) Amazon Redshift
16 48 (2.23%) Blockchain
17 45 (2.09%) Data Warehouse
18 42 (1.95%) Neo4j
19 32 (1.48%) Data Mining
20 31 (1.44%) Couchbase
Development Applications
1 295 (13.68%) Jenkins
2 262 (12.15%) Git (software)
3 155 (7.19%) Maven
4 111 (5.15%) JUnit
5 104 (4.82%) Subversion
6 99 (4.59%) JIRA
7 91 (4.22%) Atlassian Bamboo
8 70 (3.25%) Cucumber
9 65 (3.01%) Selenium
10 50 (2.32%) Mockito
11 43 (1.99%) git-flow
12 39 (1.81%) Vagrant
13 37 (1.72%) Gradle
14 36 (1.67%) webpack
15 34 (1.58%) Babel
16 30 (1.39%) Eclipse
17 29 (1.34%) Sonatype Nexus
18 24 (1.11%) IntelliJ
19 21 (0.97%) Buildbot
19 21 (0.97%) JMeter
General
1 468 (21.70%) Finance
2 239 (11.08%) Banking
3 135 (6.26%) Games
4 122 (5.66%) Investment Banking
5 91 (4.22%) Advertising
6 80 (3.71%) Marketing
7 73 (3.38%) Retail
8 57 (2.64%) Front Office
9 38 (1.76%) Telecoms
10 37 (1.72%) Publishing
11 28 (1.30%) Financial Institution
12 19 (0.88%) Legal
13 14 (0.65%) Law
14 12 (0.56%) Automotive
14 12 (0.56%) Retail Banking
15 8 (0.37%) Back Office
16 7 (0.32%) Music Industry
16 7 (0.32%) Pharmaceutical
17 5 (0.23%) Online Betting
18 3 (0.14%) Corporate Banking
Job Titles
1 1218 (56.47%) Developer
2 714 (33.10%) Java Developer
3 524 (24.29%) Scala Developer
4 284 (13.17%) Java Scala Developer
5 270 (12.52%) Senior Developer
6 185 (8.58%) Data Engineer
7 182 (8.44%) Senior Java Developer
8 158 (7.32%) Software Engineer
9 139 (6.44%) Data Scientist
10 122 (5.66%) Big Data Engineer
11 112 (5.19%) Architect
12 110 (5.10%) Senior Scala Developer
13 102 (4.73%) Java Engineer
14 100 (4.64%) Lead Developer
15 95 (4.40%) Big Data Developer
16 92 (4.27%) JavaScript Developer
17 78 (3.62%) DevOps Engineer
18 76 (3.52%) Full Stack Developer
19 67 (3.11%) Scala Software Engineer
20 66 (3.06%) Programmer
Libraries, Frameworks & Software Standards
1 336 (15.58%) Node.js
2 331 (15.35%) Spring
3 294 (13.63%) AngularJS
4 289 (13.40%) Kafka
5 279 (12.93%) Akka
6 261 (12.10%) REST
7 254 (11.78%) HTML
8 224 (10.38%) React
9 202 (9.36%) Web Services
10 173 (8.02%) CSS
11 156 (7.23%) Hibernate
12 144 (6.68%) RESTful
13 135 (6.26%) Play Framework
14 128 (5.93%) HTML5
15 124 (5.75%) .NET
16 103 (4.78%) JSON
17 85 (3.94%) ActiveMQ
18 83 (3.85%) JMS
19 79 (3.66%) RabbitMQ
20 76 (3.52%) XML
Miscellaneous
1 333 (15.44%) Computer Science
2 160 (7.42%) Fintech
3 154 (7.14%) Algorithms
4 110 (5.10%) Analytical Skills
5 81 (3.76%) Data Structures
6 75 (3.48%) User Experience
7 55 (2.55%) Derivative
8 54 (2.50%) Fixed Income
9 51 (2.36%) Foreign Exchange (FX)
10 49 (2.27%) Enterprise Software
11 44 (2.04%) Equities
12 28 (1.30%) Hedge funds
13 27 (1.25%) Mobile App
14 24 (1.11%) Client/Server
15 22 (1.02%) Credit Risk
15 22 (1.02%) Reference Data
16 20 (0.93%) Online Games
17 18 (0.83%) Data Centre
18 17 (0.79%) Internet of Things
19 16 (0.74%) Public Cloud
Operating Systems
1 383 (17.76%) Linux
2 90 (4.17%) Unix
3 49 (2.27%) Windows
4 25 (1.16%) Android
5 22 (1.02%) Apple iOS
6 18 (0.83%) Ubuntu
7 6 (0.28%) Mac OS
8 5 (0.23%) CoreOS
9 4 (0.19%) CentOS
10 3 (0.14%) Red Hat Enterprise Linux
10 3 (0.14%) Solaris
10 3 (0.14%) Windows Server
11 1 (0.046%) Amazon Linux
11 1 (0.046%) VMS
Processes & Methodologies
1 1135 (52.62%) Agile Software Development
2 669 (31.02%) TDD
3 451 (20.91%) Software Engineering
4 374 (17.34%) Microservices
5 342 (15.86%) DevOps
6 335 (15.53%) Analytics
7 329 (15.25%) Continuous Integration
8 308 (14.28%) Scrum
9 305 (14.14%) BDD
10 252 (11.68%) Machine Learning
11 247 (11.45%) Open Source
12 219 (10.15%) Functional Programming
13 203 (9.41%) Mathematics
14 194 (8.99%) OO
15 193 (8.95%) E-Commerce
16 187 (8.67%) Kanban
17 170 (7.88%) Mentoring
18 168 (7.79%) Multithreading
19 141 (6.54%) Continuous Delivery
20 123 (5.70%) OOP
Programming Languages
1 1608 (74.55%) Java
2 776 (35.98%) Python
3 565 (26.19%) JavaScript
4 471 (21.84%) SQL
5 268 (12.42%) Ruby
6 199 (9.23%) C#
7 185 (8.58%) C++
8 168 (7.79%) Go
9 151 (7.00%) R
10 150 (6.95%) Clojure
11 109 (5.05%) Haskell
12 105 (4.87%) Groovy
13 98 (4.54%) PHP
14 90 (4.17%) Bash Shell
15 68 (3.15%) C
16 61 (2.83%) ES6
17 56 (2.60%) Perl
18 45 (2.09%) F#
19 40 (1.85%) OCaml
20 36 (1.67%) Shell Script
Qualifications
1 277 (12.84%) Degree
2 107 (4.96%) PhD
3 24 (1.11%) Security Cleared
4 17 (0.79%) SC Cleared
5 12 (0.56%) DV Cleared
6 9 (0.42%) CISA
6 9 (0.42%) CISM
6 9 (0.42%) CISSP
7 4 (0.19%) Postgraduate
8 3 (0.14%) IRCA
9 2 (0.093%) ISEB
10 1 (0.046%) AWS Certification
10 1 (0.046%) EMC Certification
10 1 (0.046%) PMI Certification
10 1 (0.046%) PMP
Quality Assurance & Compliance
1 106 (4.91%) QA
2 22 (1.02%) Data Quality
3 9 (0.42%) ISO/IEC 27001
3 9 (0.42%) PCI DSS
4 5 (0.23%) SDET
5 4 (0.19%) ISO20022
6 3 (0.14%) SNOMED CT
7 2 (0.093%) Dodd-Frank
8 1 (0.046%) Basel III
8 1 (0.046%) GCP
8 1 (0.046%) GDPR
8 1 (0.046%) MiFID
System Software
1 263 (12.19%) Docker
2 51 (2.36%) HDFS
3 31 (1.44%) Apache Flume
4 14 (0.65%) Virtual Machines
5 11 (0.51%) Apache ZooKeeper
6 7 (0.32%) Oracle RAC
7 4 (0.19%) VMware Infrastructure
8 3 (0.14%) Xen
9 2 (0.093%) Hyper-V
9 2 (0.093%) KVM
9 2 (0.093%) VirtualBox
10 1 (0.046%) GlusterFS
10 1 (0.046%) Varnish
Systems Management
1 152 (7.05%) Puppet
2 134 (6.21%) Opscode Chef
3 126 (5.84%) Kubernetes
4 91 (4.22%) Ansible
5 36 (1.67%) Mesos
6 17 (0.79%) Kibana
7 15 (0.70%) Oozie
8 13 (0.60%) Terraform
9 10 (0.46%) Hadoop YARN
10 6 (0.28%) Consul
11 4 (0.19%) Ambari
11 4 (0.19%) HP Quality Center
11 4 (0.19%) Nagios
11 4 (0.19%) Rundeck
11 4 (0.19%) SCCM
11 4 (0.19%) yum
12 3 (0.14%) logstash
12 3 (0.14%) Microsoft Intune
12 3 (0.14%) Salt
12 3 (0.14%) ZABBIX
Vendors
1 129 (5.98%) Oracle
2 99 (4.59%) Google
3 59 (2.74%) Microsoft
4 41 (1.90%) Atlassian
5 33 (1.53%) Splunk
6 29 (1.34%) Tableau
7 20 (0.93%) Cloudera
7 20 (0.93%) MuleSoft
8 14 (0.65%) IBM
8 14 (0.65%) SaltStack
9 13 (0.60%) Altova
9 13 (0.60%) ILOG
10 12 (0.56%) Hortonworks
11 11 (0.51%) ATG
11 11 (0.51%) RapidMiner
12 8 (0.37%) Actian
12 8 (0.37%) Facebook
13 7 (0.32%) Netezza
13 7 (0.32%) Sun
13 7 (0.32%) Sybase
London
Spencer Rose
Salary: £65000 per annum
Posted: Yesterday
London
IT Connections
Salary: 50,000 to £80,000
Posted: 17 hours ago
South West London
Intelletec
Salary: From £60,000 to £75,000 per annum - can flex dependant on experience
Posted: 22 hours ago
London
ClearCube Consulting
Salary: From £50,000 to £85,000 per annum
Posted: 18 hours ago
London
Nicoll Curtin
Salary: £55000 - £80000.00 per annum + Bonus & Package
Posted: 23 hours ago
London
Hays Finance Technology
Salary: £80000.00 - £100000.00 per annum
Posted: 16 hours ago
London
Digitech Resourcing Ltd
Salary: From £65,000 to £80,000 per annum plus bonus and benefits
Posted: Yesterday
West London
C4 Commerce
Salary: From £70,000 to £80,000 per annum
Posted: 18 hours ago
West London
Client Server
Salary: £30k to £40k + benefits
Posted: Yesterday
London
Verticality Ltd
Salary: £55000 - £65000 per annum, Benefits Benefits
Posted: 23 hours ago
City, London
Hays Finance Technology
Salary: £80000.00 - £110000.00 per annum
Posted: 16 hours ago
South East London
Itecco
Salary: £55000 - £65000 per annum + Benefits
Posted: 17 hours ago
London
ClearCube Consulting
Salary: Up to £95,000 per annum
Posted: 18 hours ago
City, London
TEKsystems
Salary: £80000 - £95000 per annum + benefits + bonus
Posted: 17 hours ago
London
Opus Recruitment Solutions Ltd
Salary: £55000 - £85000 per annum
Posted: 17 hours ago
London
ClearCube Consulting
Salary: From £5,000 to £95,000 per annum
Posted: 18 hours ago
City, London
Oliver Bernard
Salary: £30000 - £35000 per annum + Excellent benefits
Posted: 2 days ago
East London
Digitech Resourcing Ltd
Salary: From £65,000 to £75,000 per annum
Posted: Yesterday
London
Nicoll Curtin
Salary: £75000 - £120000.00 per annum + Bonus & Package
Posted: 2 days ago
City, London
Big Wednesday Digital Ltd
Salary: £55000 - £95000 per annum + negotiable
Posted: Yesterday
City, London
onezeero.
Salary: £50000 - £70000 per annum + Benefits package
Posted: 2 days ago
London
Venturi
Salary: £50000.00 - £70000.00 per annum + Bonus & Benefits
Posted: 22 hours ago
London
TEKsystems
Salary: £60000 - £85000 per annum + competitive package + bonus
Posted: 17 hours ago
Central London / West End
Initi8 Recruitment
Salary: £55000 - £65000 Per Annum 12.5% annual bonus + benefits
Posted: Yesterday
London
Salt
Salary: £50000.00 - £60000.00 per annum
Posted: 23 hours ago
City, London
Improbable
Salary: From £85,000 to £105,000 per annum Pension
Posted: Yesterday
London
Stott & May
Salary: £450 - £550 per day
Posted: 3 days ago
London
Venturi
Salary: £40000.00 - £60000.00 per annum + Bonus & Benefits
Posted: 22 hours ago
City, London
onezeero.
Salary: £55000 - £65000 per annum
Posted: 2 days ago
London
Ampersand Consulting
Salary: £40000 - £80000 per annum + Exceptional Benefits & Bonus
Posted: 16 hours ago