The following table provides summary statistics for permanent job vacancies advertised in England 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 April 2017 with a comparison to the same period in the previous 2 years.

Scala
UK / England
3 months to
24 Apr 2017
Same period 2016 Same period 2015
Rank 202 235 375
Rank change year-on-year +33 +140  
Permanent jobs citing Scala 1333 1451 861
As % of all permanent IT jobs advertised in England 1.65% 1.48% 0.82%
As % of the Programming Languages category 2.99% 2.84% 1.60%
Number of salaries quoted 1121 1269 731
Median salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.16%  
90% offered a salary of more than £45,000 £45,000 £45,000
10% offered a salary of more than £92,250 £82,500 £85,000
UK excluding London median salary £55,000 £54,500 £52,500
% change year-on-year +0.91% +3.80%  

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 England with a requirement for programming language skills.

Programming Language Skills
England
Permanent job vacancies with a requirement for programming language skills 44588 51103 53785
As % of all permanent IT job vacancies advertised in England 55.32% 52.17% 50.99%
Number of salaries quoted 38282 44610 46189
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £41,750 £41,000 £40,000
% change year-on-year +1.82% +2.50%  

Scala
Job Vacancy Trend in England

The job posting trend of jobs advertised in England 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 England

Scala
Salary Trend in England

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

Salary trend for Scala in England

Scala
Salary Histogram in England

The salary distribution of IT jobs citing Scala in England over the 3 months to 24 April 2017.

Salary histogram for Scala in England

Scala
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the England region over the 3 months to 24 April 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
London +24 980 £70,000 +7.69% 149
South East +66 85 £56,250 +19.68% 10
Yorkshire +30 66 £60,000 +20.00% 8
South West +21 56 £55,000 - 6
East of England -17 35 £55,000 -8.33% 4
West Midlands -3 31 £49,125 -14.56% 4
North West -33 27 £59,000 -9.23% 2
East Midlands +28 25 £30,000 - 4
North East +14 25 £45,000 -10.00% 5
Scala
UK

For the 6 months to 24 April 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 England region with a requirement for Scala.

1 2116 (77.91%) Java
2 1480 (54.49%) Agile Software Development
3 1028 (37.85%) Python
4 783 (28.83%) TDD
5 767 (28.24%) JavaScript
6 708 (26.07%) Big Data
7 666 (24.52%) Software Engineering
8 638 (23.49%) Apache Spark
9 599 (22.05%) NoSQL
10 576 (21.21%) SQL
11 521 (19.18%) Hadoop
12 500 (18.41%) Linux
13 488 (17.97%) Finance
14 484 (17.82%) Microservices
15 463 (17.05%) Amazon AWS
16 452 (16.64%) Spring
17 447 (16.46%) Node.js
18 442 (16.27%) Scrum
19 420 (15.46%) Continuous Integration
20 410 (15.10%) MongoDB
21 398 (14.65%) DevOps
22 397 (14.62%) Ruby
23 383 (14.10%) Analytics
24 381 (14.03%) HTML
25 369 (13.59%) BDD
26 361 (13.29%) Machine Learning
27 360 (13.25%) AngularJS
28 352 (12.96%) Kafka
29 334 (12.30%) Computer Science
30 332 (12.22%) Git (software)

Scala
Co-occurring IT Skills in England 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
1 638 (23.49%) Apache Spark
2 185 (6.81%) Apache
3 172 (6.33%) Elasticsearch
4 92 (3.39%) Apache Solr
5 82 (3.02%) Tomcat
6 66 (2.43%) Apache Pig
7 53 (1.95%) SAS
8 51 (1.88%) Confluence
9 45 (1.66%) JBoss
10 39 (1.44%) Jetty
11 29 (1.07%) nginx
12 28 (1.03%) WebLogic
13 24 (0.88%) OpenStack
13 24 (0.88%) WebSphere
14 22 (0.81%) CMS
15 11 (0.41%) DNN
15 11 (0.41%) Mule
16 9 (0.33%) Cloud Foundry
17 8 (0.29%) Mule ESB
18 7 (0.26%) Alfresco
Applications
1 25 (0.92%) SPSS
2 15 (0.55%) Microsoft Excel
3 4 (0.15%) Microsoft Office
3 4 (0.15%) Microsoft PowerPoint
3 4 (0.15%) SPSS Modeler
4 2 (0.074%) Stata
5 1 (0.037%) Gephi
5 1 (0.037%) Maple
5 1 (0.037%) Simulink
Business Applications
1 11 (0.41%) Sentinel
2 5 (0.18%) Payment Gateway
3 4 (0.15%) Magento
Cloud Services
1 463 (17.05%) Amazon AWS
2 102 (3.76%) Microsoft Azure
3 76 (2.80%) GitHub
4 73 (2.69%) Google Cloud Platform
5 61 (2.25%) Amazon EC2
6 59 (2.17%) SaaS
7 42 (1.55%) Cloud Computing
8 37 (1.36%) Amazon S3
9 27 (0.99%) Amazon EMR
9 27 (0.99%) Office 365
10 26 (0.96%) Amazon Kinesis
11 24 (0.88%) Slack
12 22 (0.81%) AWS CloudFormation
13 21 (0.77%) G Suite
13 21 (0.77%) PaaS
14 20 (0.74%) IaaS
15 10 (0.37%) Amazon SQS
16 5 (0.18%) OpenShift
17 4 (0.15%) CloudFront
17 4 (0.15%) Heroku
Communications & Networking
1 79 (2.91%) HTTP
2 57 (2.10%) Internet
3 32 (1.18%) TCP/IP
4 22 (0.81%) DSL
5 14 (0.52%) HTTPS
6 13 (0.48%) SNMP
7 8 (0.29%) DNS
8 6 (0.22%) LAN
8 6 (0.22%) WAN
9 5 (0.18%) Firewall
9 5 (0.18%) SSL
10 4 (0.15%) ICMP
10 4 (0.15%) Software-Defined Networking
11 3 (0.11%) Kerberos
11 3 (0.11%) SSH
12 2 (0.074%) LDAP
13 1 (0.037%) DVB
13 1 (0.037%) Intranet
13 1 (0.037%) Network Security
13 1 (0.037%) PPP
Database & Business Intelligence
1 708 (26.07%) Big Data
2 599 (22.05%) NoSQL
3 521 (19.18%) Hadoop
4 410 (15.10%) MongoDB
5 284 (10.46%) Apache Cassandra
6 210 (7.73%) Relational Database
7 208 (7.66%) PostgreSQL
8 206 (7.58%) Apache Hive
8 206 (7.58%) MySQL
9 110 (4.05%) Redis
10 104 (3.83%) RDBMS
11 95 (3.50%) HBase
12 92 (3.39%) SQL Server
13 91 (3.35%) Amazon DynamoDB
14 67 (2.47%) Data Mining
15 60 (2.21%) Blockchain
16 49 (1.80%) Data Warehouse
17 46 (1.69%) Amazon Redshift
18 41 (1.51%) Neo4j
19 39 (1.44%) GIS
Development Applications
1 332 (12.22%) Git (software)
2 318 (11.71%) Jenkins
3 183 (6.74%) Maven
4 124 (4.57%) Selenium
5 117 (4.31%) JUnit
6 114 (4.20%) Subversion
7 108 (3.98%) JIRA
8 106 (3.90%) Cucumber
9 92 (3.39%) Atlassian Bamboo
10 65 (2.39%) Vagrant
11 58 (2.14%) Gradle
12 48 (1.77%) Mockito
13 46 (1.69%) webpack
14 43 (1.58%) Babel
15 34 (1.25%) Eclipse
16 31 (1.14%) git-flow
17 30 (1.10%) JMeter
18 29 (1.07%) WebDriver
19 28 (1.03%) Hudson
19 28 (1.03%) SoapUI
General
1 488 (17.97%) Finance
2 248 (9.13%) Banking
3 155 (5.71%) Games
4 114 (4.20%) Retail
5 103 (3.79%) Investment Banking
6 92 (3.39%) Marketing
7 83 (3.06%) Advertising
8 52 (1.91%) Front Office
9 48 (1.77%) Telecoms
10 31 (1.14%) Financial Institution
11 25 (0.92%) Legal
12 24 (0.88%) Publishing
13 15 (0.55%) Law
14 10 (0.37%) Pharmaceutical
15 9 (0.33%) Back Office
15 9 (0.33%) Retail Banking
16 7 (0.26%) Manufacturing
17 5 (0.18%) Music Industry
18 4 (0.15%) Automotive
19 3 (0.11%) Corporate Banking
Job Titles
1 1520 (55.96%) Developer
2 886 (32.62%) Java Developer
3 594 (21.87%) Scala Developer
4 346 (12.74%) Java Scala Developer
5 338 (12.44%) Senior Developer
6 232 (8.54%) Software Engineer
7 220 (8.10%) Senior Java Developer
8 205 (7.55%) Data Engineer
9 164 (6.04%) Data Scientist
10 139 (5.12%) Java Engineer
11 138 (5.08%) Software Developer
12 135 (4.97%) Architect
13 125 (4.60%) Big Data Engineer
14 120 (4.42%) Senior Scala Developer
15 116 (4.27%) JavaScript Developer
16 115 (4.23%) Lead Developer
17 110 (4.05%) Big Data Developer
18 88 (3.24%) DevOps Engineer
19 77 (2.84%) Agile Developer
20 74 (2.72%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 452 (16.64%) Spring
2 447 (16.46%) Node.js
3 381 (14.03%) HTML
4 360 (13.25%) AngularJS
5 352 (12.96%) Kafka
6 312 (11.49%) Akka
7 303 (11.16%) REST
8 285 (10.49%) React
9 282 (10.38%) Web Services
10 263 (9.68%) .NET
11 260 (9.57%) CSS
12 231 (8.51%) RESTful
13 192 (7.07%) Hibernate
14 184 (6.77%) HTML5
15 182 (6.70%) Play Framework
16 124 (4.57%) JSON
17 118 (4.34%) J2EE
18 111 (4.09%) JMS
19 105 (3.87%) XML
20 89 (3.28%) ActiveMQ
Miscellaneous
1 334 (12.30%) Computer Science
2 227 (8.36%) Greenfield Project
3 179 (6.59%) Algorithms
4 151 (5.56%) Fintech
5 130 (4.79%) Analytical Skills
6 97 (3.57%) Enterprise Software
7 93 (3.42%) Data Structures
8 83 (3.06%) User Experience
9 67 (2.47%) Mobile App
10 50 (1.84%) Derivative
11 46 (1.69%) Fixed Income
11 46 (1.69%) Foreign Exchange (FX)
12 42 (1.55%) Equities
13 31 (1.14%) Hedge funds
14 30 (1.10%) Client/Server
15 25 (0.92%) Credit Risk
16 23 (0.85%) NHS
17 22 (0.81%) Reference Data
18 19 (0.70%) Public Cloud
19 16 (0.59%) Online Games
Operating Systems
1 500 (18.41%) Linux
2 122 (4.49%) Unix
3 53 (1.95%) Windows
4 47 (1.73%) Android
5 37 (1.36%) Apple iOS
6 29 (1.07%) Ubuntu
7 19 (0.70%) CentOS
8 10 (0.37%) Mac OS
9 6 (0.22%) Windows Server
10 5 (0.18%) CoreOS
11 4 (0.15%) Red Hat Enterprise Linux
12 3 (0.11%) Solaris
13 2 (0.074%) Debian
13 2 (0.074%) Mac OS X
14 1 (0.037%) Amazon Linux
14 1 (0.037%) FreeBSD
14 1 (0.037%) Mesosphere
14 1 (0.037%) VMS
Processes & Methodologies
1 1480 (54.49%) Agile Software Development
2 783 (28.83%) TDD
3 666 (24.52%) Software Engineering
4 484 (17.82%) Microservices
5 442 (16.27%) Scrum
6 420 (15.46%) Continuous Integration
7 398 (14.65%) DevOps
8 383 (14.10%) Analytics
9 369 (13.59%) BDD
10 361 (13.29%) Machine Learning
11 329 (12.11%) Open Source
12 266 (9.79%) OO
13 263 (9.68%) Functional Programming
14 258 (9.50%) Kanban
15 222 (8.17%) Continuous Delivery
16 209 (7.70%) E-Commerce
17 207 (7.62%) Mathematics
18 194 (7.14%) Mentoring
19 181 (6.66%) Multithreading
20 151 (5.56%) Automated Testing
Programming Languages
1 2116 (77.91%) Java
2 1028 (37.85%) Python
3 767 (28.24%) JavaScript
4 576 (21.21%) SQL
5 397 (14.62%) Ruby
6 321 (11.82%) C#
7 269 (9.90%) C++
8 228 (8.39%) Go
9 208 (7.66%) Clojure
10 193 (7.11%) R
11 155 (5.71%) PHP
12 148 (5.45%) Groovy
13 115 (4.23%) Haskell
14 112 (4.12%) Bash Shell
15 99 (3.65%) C
16 68 (2.50%) ES6
17 66 (2.43%) F#
18 61 (2.25%) Perl
19 47 (1.73%) Shell Script
20 39 (1.44%) Erlang
Qualifications
1 320 (11.78%) Degree
2 144 (5.30%) PhD
3 78 (2.87%) Security Cleared
4 41 (1.51%) SC Cleared
5 13 (0.48%) ISEB
6 11 (0.41%) DV Cleared
7 10 (0.37%) ISTQB
8 6 (0.22%) CISA
8 6 (0.22%) CISM
8 6 (0.22%) CISSP
8 6 (0.22%) ISTQB Foundation Certification
9 4 (0.15%) Postgraduate
10 3 (0.11%) IRCA
11 1 (0.037%) AWS Certification
11 1 (0.037%) EMC Certification
11 1 (0.037%) PMI Certification
11 1 (0.037%) PMP
Quality Assurance & Compliance
1 180 (6.63%) QA
2 21 (0.77%) Data Quality
3 9 (0.33%) GCP
4 8 (0.29%) SDET
5 6 (0.22%) ISO/IEC 27001
5 6 (0.22%) PCI DSS
6 4 (0.15%) ISO20022
7 3 (0.11%) SNOMED CT
8 2 (0.074%) WCAG
9 1 (0.037%) Actionable Recommendations
9 1 (0.037%) Basel III
9 1 (0.037%) Dodd-Frank
9 1 (0.037%) GDPR
System Software
1 312 (11.49%) Docker
2 52 (1.91%) HDFS
3 29 (1.07%) Apache Flume
4 21 (0.77%) Apache ZooKeeper
5 18 (0.66%) VMware Infrastructure
6 17 (0.63%) VirtualBox
7 8 (0.29%) Virtual Machines
8 6 (0.22%) Oracle RAC
9 3 (0.11%) Xen
10 1 (0.037%) GlusterFS
10 1 (0.037%) Hyper-V
10 1 (0.037%) KVM
10 1 (0.037%) Varnish
Systems Management
1 172 (6.33%) Puppet
2 135 (4.97%) Kubernetes
3 124 (4.57%) Opscode Chef
4 88 (3.24%) Ansible
5 46 (1.69%) Mesos
6 29 (1.07%) Terraform
7 21 (0.77%) Consul
7 21 (0.77%) Nagios
7 21 (0.77%) Oozie
8 20 (0.74%) Kibana
9 16 (0.59%) Docker Swarm
9 16 (0.59%) StatsD
10 15 (0.55%) Hadoop YARN
11 6 (0.22%) Salt
11 6 (0.22%) SCCM
12 5 (0.18%) Ambari
12 5 (0.18%) Marathon
12 5 (0.18%) ZABBIX
13 4 (0.15%) Graphite
13 4 (0.15%) logstash
Vendors
1 195 (7.18%) Oracle
2 132 (4.86%) Google
3 64 (2.36%) Microsoft
4 38 (1.40%) Tableau
5 32 (1.18%) Atlassian
5 32 (1.18%) Splunk
6 27 (0.99%) Cloudera
7 19 (0.70%) New Relic
8 18 (0.66%) VMware
9 17 (0.63%) Hortonworks
10 16 (0.59%) RapidMiner
10 16 (0.59%) SaltStack
11 13 (0.48%) Altova
11 13 (0.48%) IBM
11 13 (0.48%) ILOG
12 12 (0.44%) MuleSoft
13 11 (0.41%) ATG
14 10 (0.37%) Rackspace
15 9 (0.33%) hybris
16 8 (0.29%) Facebook
North West London
Understanding Recruitment
Salary: £65000 - £75000 per annum + Benefits - 10% personal time!
Posted: 4 hours ago
City, London
Understanding Recruitment
Salary: £80000 - £95000 per annum + shares
Posted: 2 hours ago
City, London
Big Wednesday Digital Ltd
Salary: £55000 - £95000 per annum + negotiable
Posted: 2 hours ago
City, London
Harrington Starr
Salary: £60000 - £75000 per annum + Benefits + Bonus
Posted: 13 hours ago
Manchester, Lancashire
TEKsystems
Salary: £50500 - £62000 per annum + bonus
Posted: 21 hours ago
City, London
Understanding Recruitment
Salary: £70000 - £100000 per annum + Bonus, Pens, Health etc
Posted: 20 hours ago
City, London
Harrington Starr
Salary: £40000 - £45000 per annum + Bonus and Benefits and Training
Posted: 13 hours ago
Camberley, Surrey
Initi8 Recruitment
Salary: £45000 - £60000 Per Annum annual bonus, private medical, flexible work
Posted: Yesterday
West London
Arnold Ash Ltd
Salary: From £75,000 to £85,000 per annum Exceptional Benefits and culture
Posted: 3 days ago
London
Harrington Starr
Salary: £50000 - £60000 per annum + Bonus + Benefits
Posted: 13 hours ago
City, London
Harrington Starr
Salary: £50000 - £60000 per annum + Benefits + Options
Posted: 13 hours ago
London
Cititec
Salary: £100000 - £110000 per annum + flexi Benefits + Bonus
Posted: 2 days ago
London
Harrington Starr
Salary: £20000 - £30000 per annum
Posted: 13 hours ago
Central London / West End
Initi8 Recruitment
Salary: £60000 - £85000 Per Annum bonus incentive, pension scheme, private med
Posted: Yesterday
South West London
Intelletec
Salary: From £70,000 to £75,000 per annum - can flex dependant on experience
Posted: 3 days ago
London
ARC IT Recruitment Ltd
Salary: £60000 - £80000 per annum + Bonus + Benefits
Posted: 2 days ago
London
Computer Futures
Salary: £55000 - £65000 per annum + Competitive benefits
Posted: 23 hours ago
North London
Oliver Bernard
Salary: £80000 - £90000 per annum + bonus, pension, healthcare
Posted: 3 days ago
Telford, Shropshire
Capgemini
Salary: £50k - 80k per year + Package
Posted: 2 days ago
London
Cititec
Salary: £110000 - £130000 per annum + Bonuses + Benefits
Posted: 2 days ago
City, London
Miller Maxwell Ltd
Salary: Up to £100,000 per annum + Bonus + Benefits
Posted: 2 days ago
London
ClearCube Consulting
Salary: From £50,000 to £85,000 per annum
Posted: 3 days ago
London
Oliver Bernard
Salary: £45000 - £55000 per annum + Bonus
Posted: 3 days ago
East London
Digitech Resourcing Ltd
Salary: From £60,000 to £70,000 per annum
Posted: 2 days ago
City, London
Miller Maxwell Ltd
Salary: Up to £100,000 per annum + Bonus + Benefits
Posted: 2 days ago
London
Martin & Conley
Salary: £85000 - £95000 per annum + EXCELLENT BENEFITS
Posted: 2 days ago
London
ClearCube Consulting
Salary: Up to £90,000 per annum base.
Posted: 3 days ago
London
ARC IT Recruitment Ltd
Salary: £0.00 - £90000 per annum + Bonus + Benefits
Posted: 2 days ago
West London
Client Server
Salary: £45k to £75k (multiple roles) + bonus + benefits
Posted: 5 days ago
West London
C4 Commerce
Salary: From £70,000 to £80,000 per annum
Posted: 2 days ago