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 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Scala
UK / England
Rank 199 266 425
Rank change year-on-year
+67 +159
Permanent jobs citing Scala 1340 1201 687
As % of all permanent IT jobs located in England 1.69% 1.27% 0.69%
As % of the Programming Languages category 3.11% 2.43% 1.36%
Number of salaries quoted 1123 1026 613
Median salary £65,000 £60,000 £60,000
Median salary % change year-on-year
+8.33% -
90% offered a salary of more than £45,000 £43,400 £42,500
10% offered a salary of more than £89,250 £85,000 £85,000
UK excluding London median salary £50,250 £50,000 £50,000
% change year-on-year
+0.50% -

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
43105 49342 50489
As % of all permanent IT jobs located in England 54.30% 52.25% 50.50%
Number of salaries quoted 37059 42839 43503
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 £31,500 £30,000 £30,000
10% offered a salary of more than £72,500 £67,500 £70,000
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

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 27 February 2017.

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 27 February 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 +58 983 £70,000 +12.00% 177
South East +51 98 £55,000 +12.24% 14
East Midlands +46 46 £35,000 - 1
West Midlands +18 43 £50,000 -6.97% 5
South West +17 39 £44,500 -11.00% 9
North West +4 36 £60,500 +21.00% 8
East of England -5 32 £55,000 - 6
Yorkshire +26 31 £50,000 - 4
North East +11 28 £45,000 -10.00% 5
Scala
UK

Scala
Top 30 Related IT Skills in England

For the 6 months to 27 February 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 2299 (78.33%) Java
2 1638 (55.81%) Agile Software Development
3 1039 (35.40%) Python
4 887 (30.22%) TDD
5 802 (27.33%) JavaScript
6 789 (26.88%) Big Data
7 729 (24.84%) Software Engineering
8 696 (23.71%) NoSQL
9 653 (22.25%) Apache Spark
10 599 (20.41%) SQL
11 577 (19.66%) Hadoop
12 539 (18.36%) Finance
13 537 (18.30%) Spring
14 530 (18.06%) Amazon AWS
15 524 (17.85%) Linux
16 518 (17.65%) Scrum
17 499 (17.00%) Microservices
18 476 (16.22%) MongoDB
19 454 (15.47%) Node.js
20 449 (15.30%) AngularJS
21 440 (14.99%) DevOps
22 429 (14.62%) Computer Science
23 424 (14.45%) BDD
24 423 (14.41%) Ruby
25 421 (14.34%) HTML
25 421 (14.34%) Continuous Integration
26 407 (13.87%) Akka
27 392 (13.36%) REST
28 388 (13.22%) Analytics
29 380 (12.95%) Git (software)

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
1 653 (22.25%) Apache Spark
2 241 (8.21%) Elasticsearch
3 199 (6.78%) Apache
4 105 (3.58%) Apache Solr
5 86 (2.93%) Apache Pig
6 82 (2.79%) Tomcat
7 68 (2.32%) Jetty
8 62 (2.11%) JBoss
9 54 (1.84%) SAS
10 49 (1.67%) Confluence
11 36 (1.23%) CMS
12 27 (0.92%) WebLogic
13 26 (0.89%) nginx
14 25 (0.85%) WebSphere
15 16 (0.55%) Mule
16 15 (0.51%) Alfresco
16 15 (0.51%) OpenStack
17 12 (0.41%) Mule ESB
17 12 (0.41%) WildFly
18 10 (0.34%) DNN
Applications
1 39 (1.33%) MS Excel
2 37 (1.26%) SPSS
3 5 (0.17%) MS Office
3 5 (0.17%) Stata
4 4 (0.14%) MS PowerPoint
4 4 (0.14%) SPSS Modeler
5 3 (0.10%) Mathematica
6 1 (0.034%) Gephi
6 1 (0.034%) Maple
6 1 (0.034%) Simulink
Business Applications
1 11 (0.37%) Sentinel
2 5 (0.17%) Payment Gateway
3 4 (0.14%) Magento
Cloud Services
1 530 (18.06%) Amazon AWS
2 118 (4.02%) Microsoft Azure
3 98 (3.34%) GitHub
4 81 (2.76%) SaaS
5 66 (2.25%) Cloud Computing
6 60 (2.04%) Amazon EC2
7 52 (1.77%) Google Cloud Platform
8 43 (1.47%) Amazon S3
9 31 (1.06%) Amazon EMR
9 31 (1.06%) Office 365
9 31 (1.06%) Slack
10 28 (0.95%) G Suite
11 27 (0.92%) Amazon Kinesis
11 27 (0.92%) IaaS
12 24 (0.82%) PaaS
13 22 (0.75%) AWS CloudFormation
14 9 (0.31%) AWS Elastic Beanstalk
15 8 (0.27%) Heroku
16 7 (0.24%) Route 53
17 6 (0.20%) AWS Data Pipeline
Communications & Networking
1 121 (4.12%) HTTP
2 67 (2.28%) Internet
3 33 (1.12%) TCP/IP
4 26 (0.89%) DSL
5 19 (0.65%) HTTPS
6 13 (0.44%) SNMP
7 9 (0.31%) Firewall
8 5 (0.17%) SSL
9 4 (0.14%) Skype
9 4 (0.14%) SSH
10 3 (0.10%) DNS
10 3 (0.10%) LAN
10 3 (0.10%) Software-Defined Networking
10 3 (0.10%) WAN
11 2 (0.068%) ATM
11 2 (0.068%) ICMP
11 2 (0.068%) Kerberos
12 1 (0.034%) DVB
12 1 (0.034%) Intranet
12 1 (0.034%) PPP
Database & Business Intelligence
1 789 (26.88%) Big Data
2 696 (23.71%) NoSQL
3 577 (19.66%) Hadoop
4 476 (16.22%) MongoDB
5 336 (11.45%) Apache Cassandra
6 236 (8.04%) Relational Database
7 219 (7.46%) MySQL
8 217 (7.39%) Apache Hive
9 192 (6.54%) PostgreSQL
10 111 (3.78%) HBase
11 99 (3.37%) RDBMS
11 99 (3.37%) SQL Server
12 96 (3.27%) Redis
13 70 (2.39%) Amazon DynamoDB
14 57 (1.94%) Neo4j
15 56 (1.91%) Amazon Redshift
16 48 (1.64%) Data Mining
17 46 (1.57%) Blockchain
18 37 (1.26%) Data Warehouse
19 35 (1.19%) Couchbase
Development Applications
1 380 (12.95%) Git (software)
2 352 (11.99%) Jenkins
3 236 (8.04%) Maven
4 150 (5.11%) JIRA
5 148 (5.04%) Selenium
6 145 (4.94%) JUnit
7 129 (4.40%) Subversion
8 114 (3.88%) Cucumber
9 98 (3.34%) Atlassian Bamboo
10 78 (2.66%) Gradle
11 65 (2.21%) Vagrant
12 62 (2.11%) Mockito
13 50 (1.70%) IntelliJ
14 47 (1.60%) git-flow
15 44 (1.50%) Eclipse
16 34 (1.16%) Visual Studio
17 33 (1.12%) JMeter
18 32 (1.09%) Buildbot
18 32 (1.09%) SoapUI
19 31 (1.06%) Sonatype Nexus
General
1 539 (18.36%) Finance
2 289 (9.85%) Banking
3 177 (6.03%) Games
4 143 (4.87%) Investment Banking
5 137 (4.67%) Retail
6 101 (3.44%) Advertising
7 88 (3.00%) Marketing
8 70 (2.39%) Front Office
9 65 (2.21%) Telecoms
10 55 (1.87%) Publishing
11 24 (0.82%) Financial Institution
12 23 (0.78%) Automotive
13 22 (0.75%) Law
14 21 (0.72%) Legal
15 20 (0.68%) Back Office
16 12 (0.41%) Retail Banking
17 10 (0.34%) Manufacturing
18 8 (0.27%) Pharmaceutical
19 7 (0.24%) Online Betting
20 6 (0.20%) Music Industry
Job Titles
1 1727 (58.84%) Developer
2 1043 (35.54%) Java Developer
3 675 (23.00%) Scala Developer
4 426 (14.51%) Senior Developer
5 382 (13.02%) Java Scala Developer
6 303 (10.32%) Senior Java Developer
7 228 (7.77%) Software Engineer
8 192 (6.54%) Data Engineer
9 147 (5.01%) Architect
10 145 (4.94%) Senior Scala Developer
11 130 (4.43%) Data Scientist
11 130 (4.43%) Java Engineer
12 128 (4.36%) JavaScript Developer
13 125 (4.26%) Big Data Developer
14 124 (4.22%) Lead Developer
15 121 (4.12%) Big Data Engineer
16 116 (3.95%) Software Developer
17 109 (3.71%) DevOps Engineer
18 90 (3.07%) Senior Java Scala Developer
19 88 (3.00%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 537 (18.30%) Spring
2 454 (15.47%) Node.js
3 449 (15.30%) AngularJS
4 421 (14.34%) HTML
5 407 (13.87%) Akka
6 392 (13.36%) REST
7 330 (11.24%) Kafka
8 304 (10.36%) Web Services
9 287 (9.78%) React
10 274 (9.34%) CSS
11 261 (8.89%) RESTful
12 241 (8.21%) Hibernate
13 236 (8.04%) Play Framework
14 223 (7.60%) .NET
15 215 (7.33%) HTML5
16 172 (5.86%) JSON
17 128 (4.36%) J2EE
18 119 (4.05%) XML
19 114 (3.88%) JMS
20 99 (3.37%) SOAP
Miscellaneous
1 429 (14.62%) Computer Science
2 179 (6.10%) Algorithms
3 169 (5.76%) Fintech
4 136 (4.63%) Analytical Skills
5 121 (4.12%) Data Structures
6 90 (3.07%) Enterprise Software
7 84 (2.86%) User Experience
8 63 (2.15%) Mobile App
9 62 (2.11%) Foreign Exchange (FX)
10 57 (1.94%) Derivative
11 52 (1.77%) Fixed Income
12 51 (1.74%) Equities
13 38 (1.29%) Hedge funds
14 29 (0.99%) Credit Risk
15 27 (0.92%) Client/Server
16 25 (0.85%) iPad
16 25 (0.85%) Public Cloud
17 23 (0.78%) Reference Data
18 22 (0.75%) Market Risk
19 21 (0.72%) Online Games
Operating Systems
1 524 (17.85%) Linux
2 156 (5.32%) Unix
3 65 (2.21%) Windows
4 57 (1.94%) Android
5 38 (1.29%) Ubuntu
6 31 (1.06%) Apple iOS
7 17 (0.58%) CentOS
8 6 (0.20%) CoreOS
9 5 (0.17%) Mac OS
9 5 (0.17%) Windows Server
10 4 (0.14%) Solaris
11 3 (0.10%) Mac OS X
11 3 (0.10%) Red Hat Enterprise Linux
12 2 (0.068%) Debian
13 1 (0.034%) Amazon Linux
13 1 (0.034%) FreeBSD
13 1 (0.034%) VMS
Processes & Methodologies
1 1638 (55.81%) Agile Software Development
2 887 (30.22%) TDD
3 729 (24.84%) Software Engineering
4 518 (17.65%) Scrum
5 499 (17.00%) Microservices
6 440 (14.99%) DevOps
7 424 (14.45%) BDD
8 421 (14.34%) Continuous Integration
9 388 (13.22%) Analytics
10 366 (12.47%) Open Source
11 318 (10.83%) Functional Programming
12 291 (9.91%) Machine Learning
13 286 (9.74%) OO
14 263 (8.96%) Kanban
15 257 (8.76%) Mathematics
16 217 (7.39%) Continuous Delivery
17 211 (7.19%) E-Commerce
17 211 (7.19%) Mentoring
18 189 (6.44%) Multithreading
19 178 (6.06%) MVC
Programming Languages
1 2299 (78.33%) Java
2 1039 (35.40%) Python
3 802 (27.33%) JavaScript
4 599 (20.41%) SQL
5 423 (14.41%) Ruby
6 342 (11.65%) C#
7 302 (10.29%) C++
8 221 (7.53%) Clojure
9 216 (7.36%) Groovy
10 205 (6.98%) Go
11 177 (6.03%) R
12 146 (4.97%) PHP
13 142 (4.84%) Haskell
14 120 (4.09%) Bash Shell
15 115 (3.92%) C
16 71 (2.42%) F#
17 62 (2.11%) ES6
18 59 (2.01%) Perl
19 57 (1.94%) Shell Script
20 51 (1.74%) Erlang
Qualifications
1 376 (12.81%) Degree
2 141 (4.80%) PhD
3 65 (2.21%) Security Cleared
4 37 (1.26%) SC Cleared
5 31 (1.06%) DV Cleared
6 10 (0.34%) CISA
6 10 (0.34%) CISM
6 10 (0.34%) CISSP
7 8 (0.27%) ISEB
8 6 (0.20%) Postgraduate
9 5 (0.17%) ISTQB
10 3 (0.10%) IRCA
11 1 (0.034%) AWS Certification
11 1 (0.034%) EMC Certification
11 1 (0.034%) ISTQB Foundation Certification
11 1 (0.034%) PMI Certification
11 1 (0.034%) PMP
Quality Assurance & Compliance
1 168 (5.72%) QA
2 21 (0.72%) Data Quality
3 10 (0.34%) ISO/IEC 27001
3 10 (0.34%) PCI DSS
3 10 (0.34%) SDET
4 6 (0.20%) GCP
5 5 (0.17%) Dodd-Frank
6 4 (0.14%) Basel III
6 4 (0.14%) ISO20022
7 3 (0.10%) SNOMED CT
8 2 (0.068%) WCAG
9 1 (0.034%) GDPR
9 1 (0.034%) MiFID
System Software
1 368 (12.54%) Docker
2 59 (2.01%) HDFS
3 35 (1.19%) Apache Flume
4 21 (0.72%) Apache ZooKeeper
5 20 (0.68%) VMware Infrastructure
6 19 (0.65%) Virtual Machines
7 17 (0.58%) VirtualBox
8 8 (0.27%) Oracle RAC
9 4 (0.14%) LXC
9 4 (0.14%) Xen
10 3 (0.10%) GridGain
11 2 (0.068%) Hyper-V
11 2 (0.068%) KVM
12 1 (0.034%) GlusterFS
12 1 (0.034%) Varnish
12 1 (0.034%) Virtual Servers
Systems Management
1 206 (7.02%) Puppet
2 145 (4.94%) Opscode Chef
3 139 (4.74%) Kubernetes
4 101 (3.44%) Ansible
5 53 (1.81%) Mesos
6 31 (1.06%) Terraform
7 20 (0.68%) Consul
7 20 (0.68%) Nagios
7 20 (0.68%) Oozie
8 16 (0.55%) Kibana
8 16 (0.55%) StatsD
9 15 (0.51%) Docker Swarm
10 12 (0.41%) Hadoop YARN
11 7 (0.24%) Salt
12 6 (0.20%) logstash
13 5 (0.17%) Grafana
13 5 (0.17%) Graphite
13 5 (0.17%) HP Quality Center
14 4 (0.14%) yum
14 4 (0.14%) ZABBIX
Vendors
1 173 (5.89%) Oracle
2 127 (4.33%) Google
3 74 (2.52%) Microsoft
4 57 (1.94%) Atlassian
5 36 (1.23%) Splunk
6 29 (0.99%) MuleSoft
7 27 (0.92%) Cloudera
8 26 (0.89%) Tableau
9 24 (0.82%) SaltStack
10 21 (0.72%) Hortonworks
10 21 (0.72%) VMware
11 17 (0.58%) New Relic
12 14 (0.48%) hybris
13 13 (0.44%) Altova
13 13 (0.44%) Facebook
13 13 (0.44%) ILOG
14 11 (0.37%) Rackspace
14 11 (0.37%) Twitter
15 10 (0.34%) ATG
15 10 (0.34%) IBM
City, London
Client Server
Salary: £80k to £90k + bonus + benefits
Posted: 16 hours ago
London
Salt
Salary: £40000.00 - £60000.00 per annum
Posted: 8 hours ago
City, London
Energon People
Salary: £30000.00 - £45000.00 per annum + benefits + bonus
Posted: 4 hours ago
West London
Oliver Bernard
Salary: £60000 - £70000 per annum + macbook, bonus, pension
Posted: 6 hours ago
Newbury, Berkshire
The People Network
Salary: £30000 - £40000 per annum, Benefits plus benefits
Posted: 9 hours ago
City, London
onezeero.
Salary: £55000 - £65000 per annum
Posted: 4 hours ago
London
Resource Group
Salary: £55-65K + Benefits
Posted: 13 hours ago
South East London
Understanding Recruitment
Salary: £60000 - £70000 per annum + very good bonus
Posted: 8 hours ago
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £50000 - £60000 per annum + very good bonus
Posted: 10 hours ago
South East London
Understanding Recruitment
Salary: £55000 - £70000 per annum + bens - equity, flexitime
Posted: 17 hours ago
London
Networkers
Salary: £60000 - £80000 per annum + Share Options
Posted: 6 hours ago
Bristol, Avon
Sanderson
Salary: £55000 - £85000 per annum + Benefits
Posted: 5 hours ago
Central London / West End
Evolution Recruitment Solutions
Salary: 65,000 - 70,000
Posted: 14 hours ago
Central London / West End
Initi8 Recruitment
Salary: £55000 - £65000 Per Annum 12.5% annual bonus + benefits
Posted: 5 hours ago
Sheffield, South Yorkshire
Certus Sales Recruitment
Salary: 60-70k Base + Great Benefits
Posted: 13 hours ago
Bristol, Avon
Sanderson
Salary: £45000 - £65000 per annum + 8% Pension and wider benefits
Posted: 5 hours ago
City, London
Evolution Recruitment Solutions
Salary: 70,000 - 85,000
Posted: 14 hours ago
London
Verticality Ltd
Salary: £60000 - £70000 per annum, Benefits Exc Bonus Scheme
Posted: 12 hours ago
London
Cititec
Salary: £90000 - £120000 per annum
Posted: 8 hours ago
London
Salt
Salary: £50000.00 - £70000.00 per annum
Posted: 8 hours ago
Surrey
TEKsystems
Salary: £50000 - £75000 per annum
Posted: 14 hours ago
City, London
Evolution Recruitment Solutions
Salary: 60,000 - 75,000
Posted: 14 hours ago
Surrey
Churchill Frank
Salary: £50000 - £70000 per annum
Posted: 14 hours ago
Central London / West End
Brightred Resourcing Limited
Salary: From £80,000 to £90,000 per annum plus bonus and benefits
Posted: 5 hours ago
London
Engage PSG
Salary: £65000 - £80000 per annum + equity, benefits, bonus
Posted: 12 hours ago
Manchester, Lancashire
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + negotiable
Posted: Yesterday
Manchester, Lancashire
Oscar
Salary: £50000 - £75000 per annum + bonus up to 15%
Posted: 4 hours ago
City, London
Understanding Recruitment
Salary: £70000 - £100000 per annum + Leading Bonus, Pens etc
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £75000 - £85000 per annum + bens
Posted: 14 hours ago
City, London
Hays Finance Technology
Salary: £90000.00 - £110000.00 per annum
Posted: 3 days ago