The table below looks at the statistics for Scala skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Scala over the 3 months to 20 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Scala
UK
Rank 195 271 429
Rank change year-on-year
+76 +158
Permanent jobs citing Scala 1426 1216 700
As % of all permanent IT jobs located in the UK 1.68% 1.21% 0.66%
As % of the Programming Languages category 3.12% 2.32% 1.30%
Number of salaries quoted 1195 1048 629
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 £42,500 £40,000
10% offered a salary of more than £90,000 £85,000 £85,000
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -

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

Programming Languages Category
UK
Permanent IT job ads with a match in the
Programming Languages category
45770 52312 53678
As % of all permanent IT jobs located in the UK 54.03% 51.89% 50.31%
Number of salaries quoted 39099 45080 46017
Median salary £47,500 £45,000 £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 £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

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

Scala Jobs Demand Trend in the UK

Scala
Salary Trend

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

Scala Salary Trend in the UK

Scala
Salary Histogram

This chart provides a salary histogram for IT jobs citing Scala over the 3 months to 20 February 2017 within the UK.

Scala Salary Histogram in the UK

Scala
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the UK over the 3 months to 20 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
England +73 1382 £65,000 +8.33% 230
London +59 1033 £70,000 +7.69% 181
City of London +50 133 £70,000 +3.70% 46
South East +55 98 £55,000 +12.24% 15
East Midlands +44 43 £35,000 - 2
West Midlands +22 42 £50,000 -4.76% 1
North West -3 39 £60,250 +20.50% 8
South West +20 38 £47,500 -5.00% 7
Manchester -17 37 £61,500 +0.40% 6
East of England +21 33 £55,000 +4.76% 6
Bristol +3 30 £55,000 -8.33% 5
North East +9 28 £45,000 -10.00% 5
Leicestershire - 27 £35,000 - 1
Leicester - 27 £35,000 - 1
Surrey +57 24 £57,500 +15.00% 4
Yorkshire +14 24 £47,500 -5.00% 5
Tyne and Wear +11 24 £45,000 -10.00% 5
Newcastle upon Tyne +10 24 £45,000 -10.00% 5
West Yorkshire +27 22 £48,750 -7.14% 3
Leeds +26 22 £48,750 -18.75% 1
Oxfordshire +16 21 £55,000 -4.34% 2
Berkshire +44 20 £45,000 -14.28% 2
Cambridgeshire +12 17 £55,000 -13.72% 1
Cambridge +9 17 £57,500 -9.80% 1
Scotland +25 16 £50,000 -9.09% 10
Warwick +34 15 £50,000 -4.76%
Warwickshire +31 15 £50,000 -4.76%
Oxford +15 14 £50,000 -19.35% 1
Hertfordshire +8 14 £55,000 +4.76% 2
Telford +6 13 £48,750 +52.34%

Scala
Top 30 Related IT Skills

For the 6 months to 20 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 with a requirement for Scala.

1 2382 (78.48%) Java
2 1699 (55.98%) Agile Software Development
3 1066 (35.12%) Python
4 923 (30.41%) TDD
5 826 (27.22%) JavaScript
6 810 (26.69%) Big Data
7 755 (24.88%) Software Engineering
8 730 (24.05%) NoSQL
9 657 (21.65%) Apache Spark
10 608 (20.03%) SQL
11 587 (19.34%) Hadoop
12 565 (18.62%) Spring
13 559 (18.42%) Finance
14 550 (18.12%) Amazon AWS
15 547 (18.02%) Scrum
16 535 (17.63%) Linux
17 515 (16.97%) Microservices
18 509 (16.77%) MongoDB
19 477 (15.72%) AngularJS
20 467 (15.39%) Node.js
21 452 (14.89%) HTML
22 451 (14.86%) Computer Science
23 449 (14.79%) BDD
24 446 (14.70%) DevOps
25 436 (14.37%) Ruby
26 433 (14.27%) REST
26 433 (14.27%) Akka
27 430 (14.17%) Continuous Integration
28 401 (13.21%) Analytics
29 395 (13.01%) Degree

Scala
Top Related IT Skills 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
1 657 (21.65%) Apache Spark
2 264 (8.70%) Elasticsearch
3 192 (6.33%) Apache
4 109 (3.59%) Apache Solr
5 94 (3.10%) Apache Pig
5 94 (3.10%) Tomcat
6 69 (2.27%) Jetty
7 68 (2.24%) JBoss
8 54 (1.78%) SAS
9 53 (1.75%) Confluence
10 41 (1.35%) CMS
11 31 (1.02%) WebSphere
12 27 (0.89%) WebLogic
13 26 (0.86%) nginx
14 16 (0.53%) Alfresco
14 16 (0.53%) Mule
15 15 (0.49%) OpenStack
15 15 (0.49%) WildFly
16 14 (0.46%) Cloud Foundry
17 12 (0.40%) Mule ESB
Applications
1 41 (1.35%) MS Excel
2 37 (1.22%) SPSS
3 5 (0.16%) MS Office
3 5 (0.16%) Stata
4 4 (0.13%) Mathematica
4 4 (0.13%) MS PowerPoint
5 1 (0.033%) Gephi
5 1 (0.033%) Maple
5 1 (0.033%) Simulink
Business Applications
1 11 (0.36%) Sentinel
2 5 (0.16%) Payment Gateway
3 4 (0.13%) Magento
Cloud Services
1 550 (18.12%) Amazon AWS
2 122 (4.02%) Microsoft Azure
3 102 (3.36%) GitHub
4 88 (2.90%) SaaS
5 70 (2.31%) Cloud Computing
6 59 (1.94%) Amazon EC2
7 48 (1.58%) Google Cloud Platform
8 42 (1.38%) Amazon S3
9 33 (1.09%) Amazon EMR
10 32 (1.05%) Slack
11 31 (1.02%) Office 365
12 29 (0.96%) G Suite
12 29 (0.96%) IaaS
13 26 (0.86%) Amazon Kinesis
13 26 (0.86%) PaaS
14 22 (0.72%) AWS CloudFormation
15 9 (0.30%) AWS Elastic Beanstalk
16 8 (0.26%) Heroku
17 7 (0.23%) Route 53
18 6 (0.20%) Google App Engine
Communications & Networking
1 135 (4.45%) HTTP
2 71 (2.34%) Internet
3 35 (1.15%) TCP/IP
4 25 (0.82%) DSL
5 19 (0.63%) HTTPS
6 13 (0.43%) SNMP
7 9 (0.30%) Firewall
8 5 (0.16%) SSH
8 5 (0.16%) SSL
9 4 (0.13%) Skype
10 3 (0.099%) DNS
10 3 (0.099%) Network Security
11 2 (0.066%) ATM
11 2 (0.066%) ICMP
11 2 (0.066%) Kerberos
11 2 (0.066%) LAN
11 2 (0.066%) Software-Defined Networking
11 2 (0.066%) WAN
12 1 (0.033%) DVB
12 1 (0.033%) Intranet
Database & Business Intelligence
1 810 (26.69%) Big Data
2 730 (24.05%) NoSQL
3 587 (19.34%) Hadoop
4 509 (16.77%) MongoDB
5 355 (11.70%) Apache Cassandra
6 245 (8.07%) Relational Database
7 226 (7.45%) Apache Hive
7 226 (7.45%) MySQL
8 197 (6.49%) PostgreSQL
9 127 (4.18%) HBase
10 109 (3.59%) RDBMS
11 104 (3.43%) SQL Server
12 102 (3.36%) Redis
13 66 (2.17%) Amazon DynamoDB
14 63 (2.08%) Neo4j
15 56 (1.85%) Amazon Redshift
16 45 (1.48%) Blockchain
16 45 (1.48%) Data Mining
17 39 (1.29%) Couchbase
18 37 (1.22%) Data Warehouse
Development Applications
1 383 (12.62%) Git (software)
2 365 (12.03%) Jenkins
3 247 (8.14%) Maven
4 161 (5.30%) Selenium
5 155 (5.11%) JIRA
6 151 (4.98%) JUnit
7 128 (4.22%) Subversion
8 117 (3.86%) Cucumber
9 95 (3.13%) Atlassian Bamboo
10 83 (2.73%) Gradle
11 66 (2.17%) Vagrant
12 62 (2.04%) Mockito
13 55 (1.81%) IntelliJ
14 50 (1.65%) Eclipse
15 46 (1.52%) git-flow
16 36 (1.19%) Visual Studio
17 33 (1.09%) Buildbot
17 33 (1.09%) JMeter
18 32 (1.05%) SoapUI
19 30 (0.99%) Sonatype Nexus
General
1 559 (18.42%) Finance
2 294 (9.69%) Banking
3 179 (5.90%) Games
4 149 (4.91%) Investment Banking
5 140 (4.61%) Retail
6 113 (3.72%) Advertising
7 97 (3.20%) Marketing
8 69 (2.27%) Front Office
9 64 (2.11%) Telecoms
10 59 (1.94%) Publishing
11 27 (0.89%) Law
12 24 (0.79%) Financial Institution
13 23 (0.76%) Automotive
14 21 (0.69%) Back Office
15 19 (0.63%) Legal
16 13 (0.43%) Manufacturing
17 12 (0.40%) Retail Banking
18 9 (0.30%) Pharmaceutical
19 7 (0.23%) Online Betting
20 6 (0.20%) Music Industry
Job Titles
1 1814 (59.77%) Developer
2 1086 (35.78%) Java Developer
3 690 (22.73%) Scala Developer
4 457 (15.06%) Senior Developer
5 388 (12.78%) Java Scala Developer
6 324 (10.68%) Senior Java Developer
7 245 (8.07%) Software Engineer
8 187 (6.16%) Data Engineer
9 149 (4.91%) Senior Scala Developer
10 146 (4.81%) Architect
11 142 (4.68%) Java Engineer
12 133 (4.38%) Big Data Developer
13 131 (4.32%) Lead Developer
14 130 (4.28%) JavaScript Developer
15 129 (4.25%) Data Scientist
16 127 (4.18%) Software Developer
17 124 (4.09%) Big Data Engineer
18 106 (3.49%) DevOps Engineer
19 95 (3.13%) Full Stack Developer
20 91 (3.00%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 565 (18.62%) Spring
2 477 (15.72%) AngularJS
3 467 (15.39%) Node.js
4 452 (14.89%) HTML
5 433 (14.27%) Akka
5 433 (14.27%) REST
6 328 (10.81%) Kafka
7 325 (10.71%) Web Services
8 292 (9.62%) React
9 289 (9.52%) CSS
10 272 (8.96%) RESTful
11 250 (8.24%) Hibernate
11 250 (8.24%) Play Framework
12 241 (7.94%) HTML5
13 228 (7.51%) .NET
14 190 (6.26%) JSON
15 143 (4.71%) J2EE
16 128 (4.22%) JMS
17 125 (4.12%) XML
18 115 (3.79%) SOAP
Miscellaneous
1 451 (14.86%) Computer Science
2 190 (6.26%) Algorithms
3 177 (5.83%) Fintech
4 135 (4.45%) Analytical Skills
5 125 (4.12%) Data Structures
6 103 (3.39%) Enterprise Software
7 88 (2.90%) User Experience
8 64 (2.11%) Mobile App
9 63 (2.08%) Foreign Exchange (FX)
10 61 (2.01%) Derivative
11 53 (1.75%) Equities
12 52 (1.71%) Fixed Income
13 44 (1.45%) Hedge funds
14 31 (1.02%) Credit Risk
15 26 (0.86%) Client/Server
16 25 (0.82%) iPad
16 25 (0.82%) Market Risk
16 25 (0.82%) Public Cloud
17 23 (0.76%) Reference Data
18 22 (0.72%) Management Information System
Operating Systems
1 535 (17.63%) Linux
2 167 (5.50%) Unix
3 69 (2.27%) Windows
4 63 (2.08%) Android
5 40 (1.32%) Ubuntu
6 30 (0.99%) Apple iOS
7 17 (0.56%) CentOS
8 5 (0.16%) CoreOS
9 4 (0.13%) Mac OS
9 4 (0.13%) Solaris
9 4 (0.13%) Windows Server
10 3 (0.099%) Mac OS X
11 2 (0.066%) Debian
11 2 (0.066%) Red Hat Enterprise Linux
12 1 (0.033%) Amazon Linux
12 1 (0.033%) FreeBSD
12 1 (0.033%) VMS
Processes & Methodologies
1 1699 (55.98%) Agile Software Development
2 923 (30.41%) TDD
3 755 (24.88%) Software Engineering
4 547 (18.02%) Scrum
5 515 (16.97%) Microservices
6 449 (14.79%) BDD
7 446 (14.70%) DevOps
8 430 (14.17%) Continuous Integration
9 401 (13.21%) Analytics
10 378 (12.45%) Open Source
11 322 (10.61%) Functional Programming
12 305 (10.05%) OO
13 287 (9.46%) Machine Learning
14 270 (8.90%) Kanban
15 263 (8.67%) Mathematics
16 226 (7.45%) Continuous Delivery
17 222 (7.31%) E-Commerce
18 217 (7.15%) Mentoring
19 195 (6.43%) MVC
20 187 (6.16%) Multithreading
Programming Languages
1 2382 (78.48%) Java
2 1066 (35.12%) Python
3 826 (27.22%) JavaScript
4 608 (20.03%) SQL
5 436 (14.37%) Ruby
6 348 (11.47%) C#
7 309 (10.18%) C++
8 235 (7.74%) Clojure
9 234 (7.71%) Groovy
10 206 (6.79%) Go
11 173 (5.70%) R
12 150 (4.94%) Haskell
13 147 (4.84%) PHP
14 121 (3.99%) Bash Shell
15 117 (3.86%) C
16 75 (2.47%) F#
17 63 (2.08%) Perl
18 61 (2.01%) ES6
19 58 (1.91%) Shell Script
20 54 (1.78%) Erlang
Qualifications
1 395 (13.01%) Degree
2 141 (4.65%) PhD
3 75 (2.47%) Security Cleared
4 45 (1.48%) SC Cleared
5 39 (1.29%) DV Cleared
6 11 (0.36%) CISA
6 11 (0.36%) CISM
6 11 (0.36%) CISSP
7 8 (0.26%) ISEB
8 7 (0.23%) Postgraduate
9 5 (0.16%) ISTQB
10 3 (0.099%) IRCA
11 1 (0.033%) AWS Certification
11 1 (0.033%) BPSS Clearance
11 1 (0.033%) EMC Certification
11 1 (0.033%) ISTQB Foundation Certification
11 1 (0.033%) PMI Certification
11 1 (0.033%) PMP
Quality Assurance & Compliance
1 172 (5.67%) QA
2 21 (0.69%) Data Quality
3 11 (0.36%) ISO/IEC 27001
3 11 (0.36%) PCI DSS
4 10 (0.33%) SDET
5 5 (0.16%) Dodd-Frank
5 5 (0.16%) GCP
6 4 (0.13%) Basel III
6 4 (0.13%) ISO20022
7 3 (0.099%) SNOMED CT
8 2 (0.066%) SLA
8 2 (0.066%) WCAG
9 1 (0.033%) GDPR
9 1 (0.033%) MiFID
9 1 (0.033%) WAI
System Software
1 386 (12.72%) Docker
2 72 (2.37%) HDFS
3 35 (1.15%) Apache Flume
4 21 (0.69%) VMware Infrastructure
5 20 (0.66%) Apache ZooKeeper
5 20 (0.66%) Virtual Machines
6 17 (0.56%) VirtualBox
7 8 (0.26%) Oracle RAC
8 4 (0.13%) GridGain
8 4 (0.13%) LXC
8 4 (0.13%) Xen
9 2 (0.066%) Hyper-V
9 2 (0.066%) KVM
10 1 (0.033%) GlusterFS
10 1 (0.033%) Varnish
10 1 (0.033%) Virtual Servers
Systems Management
1 206 (6.79%) Puppet
2 142 (4.68%) Kubernetes
3 140 (4.61%) Opscode Chef
4 98 (3.23%) Ansible
5 53 (1.75%) Mesos
6 30 (0.99%) Terraform
7 21 (0.69%) Oozie
8 20 (0.66%) Consul
9 19 (0.63%) Nagios
10 16 (0.53%) Kibana
10 16 (0.53%) StatsD
11 15 (0.49%) Docker Swarm
12 12 (0.40%) Hadoop YARN
13 7 (0.23%) logstash
13 7 (0.23%) Salt
14 6 (0.20%) HP Quality Center
15 5 (0.16%) Grafana
15 5 (0.16%) Graphite
16 4 (0.13%) Icinga
16 4 (0.13%) WebSphere Cast Iron
Vendors
1 180 (5.93%) Oracle
2 129 (4.25%) Google
3 76 (2.50%) Microsoft
4 57 (1.88%) Atlassian
5 36 (1.19%) Splunk
6 32 (1.05%) Cloudera
6 32 (1.05%) MuleSoft
7 27 (0.89%) Hortonworks
8 25 (0.82%) Tableau
9 23 (0.76%) SaltStack
10 22 (0.72%) VMware
11 16 (0.53%) New Relic
12 15 (0.49%) hybris
13 14 (0.46%) Facebook
13 14 (0.46%) Twitter
14 13 (0.43%) Altova
14 13 (0.43%) ILOG
15 12 (0.40%) Actian
16 11 (0.36%) IBM
17 10 (0.33%) ATG
London
Franklin Bates
Salary: From £25,000 to £45,000 per annum
Posted: 5 hours ago
City, London
Oliver Bernard
Salary: £70000 - £80000 per annum + Excellent benefits
Posted: 5 hours ago
Central London / West End
Digitech Resourcing Ltd
Salary: From £40,000 to £55,000 per annum + Benefits & Bonus
Posted: 10 hours ago
London
Oliver Bernard
Salary: £60000 - £80000 per annum
Posted: 12 hours ago
London
Explore Recruitment Solutions
Salary: £50000 - £55000 per annum
Posted: 7 hours ago
Oxford, Oxfordshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £60000 per annum
Posted: 13 hours ago
North West London
Understanding Recruitment
Salary: £55000 - £60000 per annum + Benefits
Posted: 16 hours ago
London
Big Wednesday Digital Ltd
Salary: £65000 - £85000 per annum + Negotiable
Posted: 14 hours ago
London
Cititec
Salary: £80000 - £90000 per annum
Posted: 5 hours ago
Central London / West End
Evolution Recruitment Solutions
Salary: 65,000 - 70,000
Posted: 9 hours ago
North West London
Understanding Recruitment
Salary: £60000 - £75000 per annum + Benefits
Posted: Yesterday
City, London
Oliver James Associates
Salary: £80000 - £90000 per annum
Posted: 6 hours ago
London
Venturi
Salary: £55000 - £60000 per annum + benefits
Posted: 11 hours ago
London
Senitor Associates
Salary: £45000 - £55000 per annum + bonus
Posted: 11 hours ago
Glasgow, Lanarkshire
McGregor Boyall
Salary: £40000 - £42000 per annum
Posted: 6 hours ago
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £50000 - £60000 per annum + very good bonus
Posted: Yesterday
Glasgow, Lanarkshire
Empiric.com
Salary: Up to £60,000 per annum
Posted: 7 hours ago
London
First Point
Salary: £90000.00 - £110000.00 per annum + Equity
Posted: 5 hours ago
London
Adteq
Salary: From £55,000 to £70,000 per annum + Benefits + bonus
Posted: 7 hours ago
London
Harrington Starr
Salary: £35000 - £450000 per annum
Posted: Yesterday
London
Burns Sheehan
Salary: £70000 - £95000 per annum + package
Posted: 13 hours ago
South East London
Understanding Recruitment
Salary: £60000 - £70000 per annum + bens - equity, flexitime
Posted: Yesterday
South East London
Understanding Recruitment
Salary: £60000 - £70000 per annum + very good bonus
Posted: Yesterday
City, London
Understanding Recruitment
Salary: £70000 - £100000 per annum + Leading Bonus, Pens etc
Posted: Yesterday
Bristol, Avon
Understanding Recruitment
Salary: £75000 - £85000 per annum + bens
Posted: 13 hours ago
Bristol, Avon
Understanding Recruitment
Salary: £35000 - £40000 per annum + stock options.
Posted: 17 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £75000 - £85000 per annum + bens
Posted: 17 hours ago
London
Harrington Starr
Salary: £65000 - £85000 per annum + Benefits + Bonus
Posted: 2 hours ago
London
Digital Skills
Salary: From £80,000 to £100,000 per annum plus great benefits
Posted: 4 hours ago
London
Nicoll Curtin
Salary: £75000 - £120000.00 per annum + Bonus & Package
Posted: 2 days ago