The table below looks at the statistics for Scala skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Scala over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Scala
Rank 183 247 485
Rank change year-on-year
+64 +238
Permanent jobs citing Scala 1590 1300 558
As % of all permanent IT jobs located in England 1.89% 1.30% 0.52%
As % of the Programming Languages category 3.52% 2.47% 1.04%
Number of salaries quoted 1368 1101 489
Median salary £67,500 £62,500 £57,500
Median salary % change year-on-year
+8.00% +8.69%
90% offered a salary of more than £47,500 £45,000 £36,000
10% offered a salary of more than £95,000 £87,500 £80,000
UK excluding London median salary £52,500 £50,500 £42,500
% change year-on-year
+3.96% +18.82%
Scala
UK

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the England region.

Programming Languages Category
England
Permanent IT job ads with a match in the
Programming Languages category
45127 52680 53493
As % of all permanent IT jobs located in England 53.57% 52.84% 50.19%
Number of salaries quoted 39020 45682 46149
Median salary £47,500 £46,500 £45,000
Median salary % change year-on-year
+2.15% +3.33%
90% offered a salary of more than £31,484 £30,000 £30,000
10% offered a salary of more than £75,000 £67,500 £70,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Scala
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Scala as a proportion of all IT jobs with a match in the Programming Languages category.

Scala Jobs Demand Trend in England

Scala
Salary Trend in England

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

Scala Salary Trend in England

Scala
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Scala across the England region over the 3 months to 8 December 2016.

Scala Salary Histogram 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 8 December 2016. 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
(Click see detailed
statistics and trends)
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 +63 1247 £70,000 +7.69% 163
South East +32 95 £55,000 +5.76% 19
North West +21 56 £52,500 +5.00% 14
East of England +14 40 £60,000 +20.00% 5
South West -8 37 £55,000 -8.33% 8
Yorkshire +27 36 £52,500 +10.52% 3
West Midlands +1 28 £60,000 -25.00% 6
North East +24 23 £45,000 -5.26% 4
East Midlands +22 22 £41,250 +3.12% 1
Scala
UK

Scala
Top 30 Related IT Skills in England

For the 6 months to 8 December 2016, 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 2569 (81.56%) Java
2 1845 (58.57%) Agile Software Development
3 1050 (33.33%) TDD
4 987 (31.33%) Python
5 878 (27.87%) Big Data
6 826 (26.22%) NoSQL
7 819 (26.00%) JavaScript
8 810 (25.71%) Software Engineering
9 718 (22.79%) Scrum
10 688 (21.84%) Spring
11 685 (21.75%) Apache Spark
12 676 (21.46%) Hadoop
13 597 (18.95%) MongoDB
14 571 (18.13%) AngularJS
15 569 (18.06%) SQL
16 557 (17.68%) Amazon AWS
17 550 (17.46%) BDD
18 541 (17.17%) Node.js
19 532 (16.89%) HTML
19 532 (16.89%) Finance
20 507 (16.10%) Computer Science
21 501 (15.90%) Continuous Integration
22 499 (15.84%) Akka
23 489 (15.52%) Linux
24 476 (15.11%) Microservices
25 475 (15.08%) REST
26 468 (14.86%) Apache Cassandra
27 465 (14.76%) DevOps
28 457 (14.51%) Degree
29 437 (13.87%) Ruby

Scala
Top Related 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
1 685 (21.75%) Apache Spark
2 304 (9.65%) Elasticsearch
3 195 (6.19%) Apache
4 136 (4.32%) Apache Solr
5 120 (3.81%) Apache Pig
6 95 (3.02%) Tomcat
7 66 (2.10%) Jetty
8 59 (1.87%) JBoss
9 53 (1.68%) Confluence
10 48 (1.52%) SAS
11 44 (1.40%) CMS
12 33 (1.05%) nginx
13 27 (0.86%) WebLogic
14 26 (0.83%) Mule
15 14 (0.44%) Mule ESB
15 14 (0.44%) WebSphere
15 14 (0.44%) WildFly
16 13 (0.41%) OpenStack
17 12 (0.38%) Alfresco
18 9 (0.29%) Oracle SOA Suite
Applications
1 46 (1.46%) MS Excel
2 40 (1.27%) SPSS
3 6 (0.19%) Mathematica
4 5 (0.16%) Chatbot
5 4 (0.13%) Stata
6 1 (0.032%) Gephi
6 1 (0.032%) Maple
6 1 (0.032%) MS Office
6 1 (0.032%) Simulink
6 1 (0.032%) Spreadsheet
Business Applications
1 9 (0.29%) Sentinel
2 4 (0.13%) Magento
3 3 (0.095%) ReMetrica
4 2 (0.063%) Oracle Procure-to-Pay
4 2 (0.063%) Payment Gateway
5 1 (0.032%) Apache OFBiz
Cloud Services
1 557 (17.68%) Amazon AWS
2 128 (4.06%) Microsoft Azure
3 111 (3.52%) GitHub
4 95 (3.02%) SaaS
5 79 (2.51%) Cloud Computing
6 76 (2.41%) Amazon EC2
7 57 (1.81%) Amazon S3
8 36 (1.14%) PaaS
9 35 (1.11%) Google Cloud Platform
9 35 (1.11%) IaaS
10 30 (0.95%) Amazon EMR
11 28 (0.89%) Slack
12 22 (0.70%) Amazon Kinesis
13 20 (0.63%) AWS Elastic Beanstalk
13 20 (0.63%) G Suite
13 20 (0.63%) Office 365
14 14 (0.44%) Amazon ELB
15 12 (0.38%) Route 53
16 10 (0.32%) Heroku
16 10 (0.32%) Virtual Private Cloud
Communications & Networking
1 153 (4.86%) HTTP
2 71 (2.25%) Internet
3 22 (0.70%) TCP/IP
4 19 (0.60%) HTTPS
5 8 (0.25%) DSL
6 6 (0.19%) Network Security
6 6 (0.19%) SNMP
7 5 (0.16%) DNS
7 5 (0.16%) Firewall
7 5 (0.16%) Skype
8 4 (0.13%) IPsec
9 3 (0.095%) LDAP
9 3 (0.095%) SSH
9 3 (0.095%) SSL
10 2 (0.063%) ATM
10 2 (0.063%) Intranet
10 2 (0.063%) Kerberos
11 1 (0.032%) DVB
11 1 (0.032%) PPP
11 1 (0.032%) X.509
Database & Business Intelligence
1 878 (27.87%) Big Data
2 826 (26.22%) NoSQL
3 676 (21.46%) Hadoop
4 597 (18.95%) MongoDB
5 468 (14.86%) Apache Cassandra
6 274 (8.70%) MySQL
7 245 (7.78%) Apache Hive
8 232 (7.37%) Relational Database
9 180 (5.71%) PostgreSQL
10 142 (4.51%) HBase
11 120 (3.81%) Redis
12 114 (3.62%) Neo4j
13 106 (3.37%) RDBMS
14 91 (2.89%) SQL Server
15 63 (2.00%) Amazon Redshift
16 54 (1.71%) Amazon DynamoDB
17 47 (1.49%) Data Mining
18 38 (1.21%) Data Warehouse
19 31 (0.98%) Hazelcast
20 27 (0.86%) Couchbase
Development Applications
1 433 (13.75%) Git (software)
2 424 (13.46%) Jenkins
3 286 (9.08%) Maven
4 208 (6.60%) JUnit
5 180 (5.71%) JIRA
6 162 (5.14%) Selenium
7 150 (4.76%) Cucumber
8 128 (4.06%) Gradle
9 112 (3.56%) Mockito
9 112 (3.56%) Subversion
10 73 (2.32%) Atlassian Bamboo
11 71 (2.25%) IntelliJ
12 66 (2.10%) Vagrant
13 45 (1.43%) Eclipse
14 42 (1.33%) TeamCity
14 42 (1.33%) WebDriver
15 40 (1.27%) TestNG
16 39 (1.24%) JMeter
17 38 (1.21%) SoapUI
18 37 (1.17%) Visual Studio
General
1 532 (16.89%) Finance
2 277 (8.79%) Banking
3 213 (6.76%) Games
4 168 (5.33%) Investment Banking
5 140 (4.44%) Advertising
6 131 (4.16%) Retail
7 106 (3.37%) Marketing
8 68 (2.16%) Telecoms
9 64 (2.03%) Front Office
9 64 (2.03%) Publishing
10 42 (1.33%) Law
11 29 (0.92%) Financial Institution
12 28 (0.89%) Automotive
12 28 (0.89%) Back Office
13 18 (0.57%) Legal
14 14 (0.44%) Online Betting
15 10 (0.32%) Manufacturing
15 10 (0.32%) Retail Banking
16 9 (0.29%) French Language
17 8 (0.25%) Pharmaceutical
Job Titles
1 2015 (63.97%) Developer
2 1244 (39.49%) Java Developer
3 767 (24.35%) Scala Developer
4 573 (18.19%) Senior Developer
5 435 (13.81%) Java Scala Developer
6 413 (13.11%) Senior Java Developer
7 247 (7.84%) Software Engineer
8 208 (6.60%) Senior Scala Developer
9 174 (5.52%) Java Engineer
10 169 (5.37%) Lead Developer
11 154 (4.89%) Architect
12 144 (4.57%) Big Data Developer
13 141 (4.48%) Data Engineer
14 131 (4.16%) JavaScript Developer
15 128 (4.06%) Software Developer
16 125 (3.97%) Senior Java Scala Developer
17 117 (3.71%) Agile Developer
18 111 (3.52%) Java Software Engineer
19 106 (3.37%) Data Scientist
20 98 (3.11%) Big Data Engineer
Libraries, Frameworks & Software Standards
1 688 (21.84%) Spring
2 571 (18.13%) AngularJS
3 541 (17.17%) Node.js
4 532 (16.89%) HTML
5 499 (15.84%) Akka
6 475 (15.08%) REST
7 359 (11.40%) Web Services
8 322 (10.22%) HTML5
9 301 (9.56%) React
10 300 (9.52%) Kafka
11 298 (9.46%) CSS
12 276 (8.76%) Play Framework
13 268 (8.51%) RESTful
14 242 (7.68%) JSON
15 241 (7.65%) Hibernate
16 226 (7.17%) .NET
17 155 (4.92%) XML
18 147 (4.67%) J2EE
19 125 (3.97%) Spring MVC
20 112 (3.56%) Apache Camel
Miscellaneous
1 507 (16.10%) Computer Science
2 193 (6.13%) Algorithms
3 190 (6.03%) Mathematics
4 176 (5.59%) Analytical Skills
5 150 (4.76%) Fintech
6 135 (4.29%) Data Structures
7 93 (2.95%) Statistics
8 91 (2.89%) User Experience
9 88 (2.79%) Physics
10 77 (2.44%) Visualisation
11 69 (2.19%) Derivative
12 65 (2.06%) Enterprise Software
12 65 (2.06%) Foreign Exchange (FX)
13 63 (2.00%) Artificial Intelligence
14 53 (1.68%) Equities
15 51 (1.62%) Mobile App
16 46 (1.46%) Blockchain
17 40 (1.27%) Fixed Income
17 40 (1.27%) Hedge funds
18 37 (1.17%) Data Integration
Operating Systems
1 489 (15.52%) Linux
2 164 (5.21%) Unix
3 72 (2.29%) Windows
4 70 (2.22%) Android
5 41 (1.30%) Apple iOS
6 26 (0.83%) Ubuntu
7 8 (0.25%) CentOS
8 7 (0.22%) CoreOS
8 7 (0.22%) Red Hat Enterprise Linux
9 4 (0.13%) FreeBSD
10 2 (0.063%) Mac OS X
10 2 (0.063%) Solaris
10 2 (0.063%) Windows Server
11 1 (0.032%) Kali Linux
11 1 (0.032%) Mac OS
11 1 (0.032%) VMS
11 1 (0.032%) Windows Mobile
Processes & Methodologies
1 1845 (58.57%) Agile Software Development
2 1050 (33.33%) TDD
3 810 (25.71%) Software Engineering
4 718 (22.79%) Scrum
5 550 (17.46%) BDD
6 501 (15.90%) Continuous Integration
7 476 (15.11%) Microservices
8 465 (14.76%) DevOps
9 431 (13.68%) Open Source
10 414 (13.14%) Analytics
11 386 (12.25%) Functional Programming
12 377 (11.97%) OO
13 308 (9.78%) Kanban
14 264 (8.38%) MVC
15 262 (8.32%) Machine Learning
16 248 (7.87%) E-Commerce
17 247 (7.84%) Continuous Delivery
18 208 (6.60%) Mentoring
19 207 (6.57%) OOP
20 201 (6.38%) Pair Programming
Programming Languages
1 2569 (81.56%) Java
2 987 (31.33%) Python
3 819 (26.00%) JavaScript
4 569 (18.06%) SQL
5 437 (13.87%) Ruby
6 381 (12.10%) C#
7 299 (9.49%) C++
8 292 (9.27%) Groovy
9 234 (7.43%) Clojure
10 202 (6.41%) Go
11 186 (5.90%) Haskell
12 152 (4.83%) R
13 148 (4.70%) PHP
14 114 (3.62%) C
15 108 (3.43%) Bash Shell
16 93 (2.95%) F#
17 79 (2.51%) Erlang
18 67 (2.13%) Perl
19 57 (1.81%) ES6
20 56 (1.78%) Shell Script
Qualifications
1 457 (14.51%) Degree
2 136 (4.32%) PhD
3 105 (3.33%) Security Cleared
4 72 (2.29%) DV Cleared
5 69 (2.19%) SC Cleared
6 10 (0.32%) CISSP
7 9 (0.29%) CISA
7 9 (0.29%) CISM
8 7 (0.22%) Postgraduate
9 6 (0.19%) OCP
9 6 (0.19%) Oracle Certification
10 5 (0.16%) MCSD
10 5 (0.16%) Microsoft Certification
11 3 (0.095%) BPSS Clearance
11 3 (0.095%) MCAD
11 3 (0.095%) MCPD
11 3 (0.095%) MCTS
12 2 (0.063%) CEH
12 2 (0.063%) ISEB
12 2 (0.063%) MCSE
Quality Assurance & Compliance
1 128 (4.06%) QA
2 15 (0.48%) Data Quality
3 11 (0.35%) SDET
4 9 (0.29%) ISO/IEC 27001
4 9 (0.29%) PCI DSS
5 5 (0.16%) Dodd-Frank
6 4 (0.13%) Basel III
7 3 (0.095%) SNOMED CT
8 1 (0.032%) MiFID
8 1 (0.032%) WAI
System Software
1 428 (13.59%) Docker
2 83 (2.63%) HDFS
3 42 (1.33%) Apache ZooKeeper
4 32 (1.02%) Apache Flume
5 20 (0.63%) Virtual Machines
6 12 (0.38%) LXC
7 9 (0.29%) VMware Infrastructure
8 7 (0.22%) Varnish
9 6 (0.19%) Oracle RAC
10 5 (0.16%) VirtualBox
11 4 (0.13%) Active Directory
11 4 (0.13%) GridGain
12 3 (0.095%) Xen
13 2 (0.063%) Hyper-V
13 2 (0.063%) KVM
14 1 (0.032%) etcd
14 1 (0.032%) Virtual Servers
Systems Management
1 222 (7.05%) Puppet
2 147 (4.67%) Opscode Chef
3 135 (4.29%) Ansible
4 122 (3.87%) Kubernetes
5 54 (1.71%) Mesos
6 29 (0.92%) Terraform
7 26 (0.83%) Hadoop YARN
8 25 (0.79%) Oozie
9 24 (0.76%) Graphite
10 19 (0.60%) Grafana
11 16 (0.51%) Ambari
12 15 (0.48%) Salt
13 14 (0.44%) Kibana
14 12 (0.38%) logstash
14 12 (0.38%) Nagios
15 8 (0.25%) yum
16 7 (0.22%) HP Quality Center
16 7 (0.22%) Packer
17 6 (0.19%) WebSphere Cast Iron
18 5 (0.16%) Uchiwa
Vendors
1 180 (5.71%) Oracle
2 111 (3.52%) Google
3 74 (2.35%) Atlassian
4 69 (2.19%) Microsoft
5 64 (2.03%) MuleSoft
6 49 (1.56%) Cloudera
7 41 (1.30%) Splunk
8 34 (1.08%) Tableau
9 26 (0.83%) SaltStack
10 24 (0.76%) Hortonworks
11 18 (0.57%) Facebook
11 18 (0.57%) Twitter
12 17 (0.54%) Netezza
13 16 (0.51%) SOASTA, Inc
14 14 (0.44%) Actian
14 14 (0.44%) hybris
14 14 (0.44%) Murex
14 14 (0.44%) Red Hat
15 11 (0.35%) IBM
15 11 (0.35%) webMethods
East London
Client Server
Salary: competitive salary + bonus + benefits
Posted: 12 hours ago
City, London
Oliver Bernard
Salary: £25000 - £30000 per annum + Excellent benefits
Posted: 8 hours ago
Newcastle Upon Tyne, Tyne and Wear
Hainton
Salary: £40000 - £50000 per annum + Generous Benefits
Posted: 13 hours ago
City, London
ANSON MCCADE
Salary: £50,000 - £80,000 + extensive benefits package
Posted: 9 hours ago
Greater Manchester
ANSON MCCADE
Salary: £50,000 - £80,000 + extensive benefits package
Posted: 9 hours ago
Bristol Area
ANSON MCCADE
Salary: £50,000 - £80,000 + extensive benefits package
Posted: 9 hours ago
Chester, Cheshire
Oscar
Salary: £45000 - £47000 per annum + extensive benefits
Posted: 5 hours ago
London
Harrington Starr
Salary: £35000 - £450000 per annum
Posted: 10 hours ago
London
First Point
Salary: £70000.00 - £80000.00 per annum + Benefits
Posted: 6 hours ago
Manchester, Lancashire
Empiric.com
Salary: Up to £80,000 per annum plus extensive benefits
Posted: 6 hours ago
London
First Point
Salary: £50000.00 - £60000.00 per annum + Benefits
Posted: 6 hours ago
London
Oliver Bernard
Salary: £50000 - £65000 per annum + Relocation & Bonus
Posted: Yesterday
City, London
Oliver Bernard
Salary: £40000 - £60000 per annum
Posted: 8 hours ago
Oxford, Oxfordshire
Oho Group Ltd.
Salary: £20000 - £35000 per annum
Posted: 6 hours ago
London
Oliver Bernard
Salary: £60000 - £70000 per annum + Excellent Bonus & Benefits
Posted: Yesterday
West London
Client Server
Salary: £45k to £75k (multiple roles) + bonus + benefits
Posted: Yesterday
Redhill, Surrey
ANSON MCCADE
Salary: £70,000 - £80,000
Posted: 10 hours ago
Hastings, East Sussex
ANSON MCCADE
Salary: £70,000 - £80,000
Posted: 10 hours ago
City, London
ANSON MCCADE
Salary: £70,000 - £80,000
Posted: 10 hours ago
Southampton, Hampshire
ANSON MCCADE
Salary: £70,000 - £80,000
Posted: 10 hours ago
London
First Point
Salary: £45000.00 - £65000.00 per annum + amazing benefits
Posted: 9 hours ago
London
ClearCube Consulting
Salary: From £50,000 to £85,000 per annum
Posted: Yesterday
Reading, Berkshire
ANSON MCCADE
Salary: £60,000 - £75,000 + extensive benefits package
Posted: 10 hours ago
City, London
ANSON MCCADE
Salary: £60,000 - £75,000 + extensive benefits package
Posted: 10 hours ago
Bristol Area
ANSON MCCADE
Salary: £60,000 - £75,000 + extensive benefits package
Posted: 10 hours ago
London
Oliver Bernard
Salary: £60000 - £80000 per annum
Posted: Yesterday
London
Oho Group Ltd.
Salary: £45000 - £70000 per annum, Benefits Healthcare
Posted: Yesterday
London
Premier IT
Salary: £60000 - £70000 per annum
Posted: 2 days ago
City, London
Oliver Bernard
Salary: £60000 - £65000 per annum + benefits
Posted: 2 days ago
London
First Point
Salary: £40000.00 - £60000.00 per annum + amazing benefits
Posted: 13 hours ago