Period
to 24 July 2017

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 6 months to 24 July 2017 with a comparison to the same period in the previous 2 years.

Scala
UK > England
6 months to
24 Jul 2017
Same period 2016 Same period 2015
Rank 214 222 344
Rank change year-on-year +8 +122 +82
Permanent jobs citing Scala 2750 2894 2000
As % of all permanent IT jobs advertised in England 1.65% 1.52% 0.96%
As % of the Programming Languages category 2.97% 2.89% 1.86%
Number of salaries quoted 2302 2534 1714
England median annual salary £67,500 £64,750 £62,500
Median salary % change year-on-year +4.25% +3.60% +4.17%
10th Percentile £41,250 £41,250 £42,500
90th Percentile £102,500 £92,500 £92,500
UK median annual salary £65,500 £62,500 £60,000
% change year-on-year +4.80% +4.17% -

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 92743 100245 107422
As % of all permanent IT job vacancies advertised in England 55.54% 52.62% 51.32%
Number of salaries quoted 77975 87651 92313
England median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £28,750 £28,500 £27,500
90th Percentile £77,500 £75,000 £72,500
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +3.45%

Scala
Job Vacancy Trend in England

Job postings citing Scala as a percentage of all IT jobs advertised in England.

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 6 months to 24 July 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 6 months to 24 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +7 2029 £70,000 +7.69% 176
South East +131 222 £60,000 +15.38% 10
North of England -4 219 £55,000 -2.22% 23
Yorkshire +41 122 £60,000 +14.29% 10
Midlands +3 106 £42,500 -26.09% 6
South West -20 94 £55,000 +1.85% 4
North West -55 71 £45,500 -27.20% 12
East of England -19 70 £55,000 -8.33% 11
West Midlands -32 58 £49,250 -14.35% 3
East Midlands +34 48 £35,000 -39.91% 3
North East +24 26 £45,000 -33.33% 1
Scala
UK

For the 6 months to 24 July 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 2110 (76.73%) Java
2 1480 (53.82%) Agile Software Development
3 1159 (42.15%) Python
4 811 (29.49%) Apache Spark
5 783 (28.47%) Big Data
6 751 (27.31%) TDD
7 727 (26.44%) JavaScript
8 711 (25.85%) Software Engineering
9 615 (22.36%) Hadoop
10 569 (20.69%) Finance
11 567 (20.62%) SQL
12 549 (19.96%) NoSQL
13 468 (17.02%) Analytics
14 464 (16.87%) Linux
15 460 (16.73%) Machine Learning
16 451 (16.40%) Scrum
17 446 (16.22%) Amazon AWS
18 441 (16.04%) Microservices
19 418 (15.20%) Continuous Integration
20 401 (14.58%) HTML
21 396 (14.40%) Spring
22 390 (14.18%) Node.js
23 388 (14.11%) MongoDB
24 387 (14.07%) Open Source
25 378 (13.75%) Degree
26 374 (13.60%) Ruby
27 370 (13.45%) BDD
28 361 (13.13%) DevOps
29 357 (12.98%) C#
30 354 (12.87%) Apache Cassandra

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
1 811 (29.49%) Apache Spark
2 233 (8.47%) Apache
3 172 (6.25%) Elasticsearch
4 101 (3.67%) Apache Solr
5 90 (3.27%) Tomcat
6 59 (2.15%) SAS
7 50 (1.82%) Confluence
8 38 (1.38%) Apache Pig
9 31 (1.13%) OpenStack
10 28 (1.02%) WebLogic
11 24 (0.87%) Jetty
12 22 (0.80%) JBoss
12 22 (0.80%) WebSphere
13 16 (0.58%) nginx
14 10 (0.36%) CMS
15 9 (0.33%) Apache Airflow
15 9 (0.33%) DNN
16 8 (0.29%) Oracle SOA Suite
17 6 (0.22%) Jupyter
18 5 (0.18%) Tornado
Applications
1 18 (0.65%) Microsoft Excel
2 14 (0.51%) SPSS
3 5 (0.18%) Microsoft Office
3 5 (0.18%) Spreadsheet
4 4 (0.15%) Microsoft PowerPoint
5 3 (0.11%) SPSS Modeler
6 1 (0.036%) Chatbot
6 1 (0.036%) LaTeX
6 1 (0.036%) MS Visio
Business Applications
1 2 (0.073%) Payment Gateway
1 2 (0.073%) SAP InfiniteInsight
2 1 (0.036%) Sentinel
Cloud Services
1 446 (16.22%) Amazon AWS
2 101 (3.67%) Google Cloud Platform
3 98 (3.56%) Microsoft Azure
4 90 (3.27%) GitHub
5 71 (2.58%) Amazon EC2
6 59 (2.15%) SaaS
7 46 (1.67%) Amazon EMR
8 41 (1.49%) Cloud Computing
9 39 (1.42%) Amazon S3
10 27 (0.98%) Office 365
11 23 (0.84%) Amazon Kinesis
12 22 (0.80%) PaaS
13 20 (0.73%) Slack
14 19 (0.69%) G Suite
15 18 (0.65%) IaaS
16 17 (0.62%) Amazon SQS
17 11 (0.40%) AWS Lambda
17 11 (0.40%) Loggly
17 11 (0.40%) Sumo Logic
18 9 (0.33%) OpenShift
Communications & Networking
1 64 (2.33%) Internet
2 58 (2.11%) HTTP
3 18 (0.65%) DSL
4 17 (0.62%) TCP/IP
5 16 (0.58%) DNS
6 8 (0.29%) LAN
6 8 (0.29%) WAN
7 7 (0.25%) ICMP
7 7 (0.25%) Network Security
8 6 (0.22%) Software-Defined Networking
9 5 (0.18%) DHCP
10 4 (0.15%) HTTPS
10 4 (0.15%) Skype
11 3 (0.11%) Firewall
11 3 (0.11%) IPv4
11 3 (0.11%) IPv6
11 3 (0.11%) SMS
11 3 (0.11%) SNMP
11 3 (0.11%) SSL
12 2 (0.073%) Kerberos
Database & Business Intelligence
1 783 (28.47%) Big Data
2 615 (22.36%) Hadoop
3 549 (19.96%) NoSQL
4 388 (14.11%) MongoDB
5 354 (12.87%) Apache Cassandra
6 241 (8.76%) Relational Database
7 225 (8.18%) MySQL
8 215 (7.82%) PostgreSQL
9 180 (6.55%) Apache Hive
10 135 (4.91%) Redis
11 117 (4.25%) RDBMS
12 104 (3.78%) HBase
13 92 (3.35%) SQL Server
14 83 (3.02%) Amazon DynamoDB
15 82 (2.98%) Data Mining
16 80 (2.91%) Data Warehouse
17 69 (2.51%) Blockchain
18 64 (2.33%) Amazon Redshift
19 42 (1.53%) Neo4j
20 31 (1.13%) Oracle Reports
Development Applications
1 338 (12.29%) Git (software)
2 323 (11.75%) Jenkins
3 167 (6.07%) Maven
4 131 (4.76%) JUnit
5 117 (4.25%) JIRA
6 113 (4.11%) Selenium
7 105 (3.82%) Cucumber
8 83 (3.02%) Atlassian Bamboo
9 76 (2.76%) Subversion
10 68 (2.47%) Gradle
11 52 (1.89%) Vagrant
12 45 (1.64%) webpack
13 40 (1.45%) Mockito
14 39 (1.42%) Babel
15 35 (1.27%) WebDriver
16 33 (1.20%) Appium
17 31 (1.13%) Oracle Forms
17 31 (1.13%) SoapUI
18 30 (1.09%) Buildbot
19 29 (1.05%) Hudson
General
1 569 (20.69%) Finance
2 215 (7.82%) Banking
3 138 (5.02%) Retail
4 122 (4.44%) Games
5 102 (3.71%) Marketing
6 75 (2.73%) Investment Banking
7 63 (2.29%) Advertising
8 60 (2.18%) Legal
9 58 (2.11%) Front Office
10 27 (0.98%) Financial Institution
10 27 (0.98%) Pharmaceutical
10 27 (0.98%) Publishing
11 25 (0.91%) Retail Banking
12 20 (0.73%) Telecoms
13 9 (0.33%) Back Office
13 9 (0.33%) Billing
14 7 (0.25%) Automotive
14 7 (0.25%) Online Betting
15 5 (0.18%) Law
16 3 (0.11%) Manufacturing
Job Titles
1 1416 (51.49%) Developer
2 738 (26.84%) Java Developer
3 536 (19.49%) Scala Developer
4 314 (11.42%) Senior Developer
5 294 (10.69%) Java Scala Developer
6 269 (9.78%) Software Engineer
7 212 (7.71%) Data Engineer
8 189 (6.87%) Software Developer
9 187 (6.80%) Data Scientist
10 161 (5.85%) Senior Java Developer
11 159 (5.78%) Java Engineer
12 142 (5.16%) Architect
13 130 (4.73%) Big Data Engineer
14 102 (3.71%) Senior Scala Developer
15 98 (3.56%) Lead Developer
16 92 (3.35%) Big Data Developer
17 85 (3.09%) Java Software Engineer
18 79 (2.87%) Java Software Developer
19 73 (2.65%) C# Developer
19 73 (2.65%) Junior
Libraries, Frameworks & Software Standards
1 401 (14.58%) HTML
2 396 (14.40%) Spring
3 390 (14.18%) Node.js
4 353 (12.84%) Kafka
5 352 (12.80%) AngularJS
6 300 (10.91%) Akka
7 298 (10.84%) CSS
7 298 (10.84%) Web Services
8 283 (10.29%) React
9 275 (10.00%) .NET
10 266 (9.67%) REST
11 219 (7.96%) Play Framework
12 202 (7.35%) Hibernate
13 200 (7.27%) RESTful
14 187 (6.80%) HTML5
15 116 (4.22%) JSON
16 101 (3.67%) XML
17 92 (3.35%) Spring Boot
18 90 (3.27%) Natural Language Processing
19 88 (3.20%) RabbitMQ
Miscellaneous
1 292 (10.62%) Computer Science
2 243 (8.84%) Greenfield Project
3 189 (6.87%) Algorithms
4 171 (6.22%) Fintech
5 157 (5.71%) Analytical Skills
6 81 (2.95%) Enterprise Software
7 78 (2.84%) User Experience
8 73 (2.65%) Data Structures
9 70 (2.55%) Mobile App
10 69 (2.51%) Derivative
11 35 (1.27%) Equity Derivative
11 35 (1.27%) Fixed Income
12 32 (1.16%) Foreign Exchange (FX)
13 30 (1.09%) Equities
14 22 (0.80%) Hedge funds
15 21 (0.76%) Bitcoin
15 21 (0.76%) NHS
16 19 (0.69%) Management Information System
17 15 (0.55%) Digital Currency
17 15 (0.55%) Life Science
Operating Systems
1 464 (16.87%) Linux
2 149 (5.42%) Unix
3 75 (2.73%) Android
4 62 (2.25%) Apple iOS
5 42 (1.53%) Windows
6 18 (0.65%) Ubuntu
7 13 (0.47%) Mac OS
8 12 (0.44%) CentOS
9 7 (0.25%) Mac OS X
10 6 (0.22%) Red Hat Enterprise Linux
10 6 (0.22%) Windows Server
11 5 (0.18%) CoreOS
12 2 (0.073%) Amazon Linux
13 1 (0.036%) Mesosphere
13 1 (0.036%) VMS
Processes & Methodologies
1 1480 (53.82%) Agile Software Development
2 751 (27.31%) TDD
3 711 (25.85%) Software Engineering
4 468 (17.02%) Analytics
5 460 (16.73%) Machine Learning
6 451 (16.40%) Scrum
7 441 (16.04%) Microservices
8 418 (15.20%) Continuous Integration
9 387 (14.07%) Open Source
10 370 (13.45%) BDD
11 361 (13.13%) DevOps
12 354 (12.87%) Test Automation
13 267 (9.71%) Functional Programming
14 260 (9.45%) OO
15 245 (8.91%) Kanban
16 219 (7.96%) Mentoring
17 200 (7.27%) Continuous Delivery
18 189 (6.87%) Mathematics
19 183 (6.65%) Multithreading
20 165 (6.00%) E-Commerce
Programming Languages
1 2110 (76.73%) Java
2 1159 (42.15%) Python
3 727 (26.44%) JavaScript
4 567 (20.62%) SQL
5 374 (13.60%) Ruby
6 357 (12.98%) C#
7 305 (11.09%) C++
8 261 (9.49%) Go
9 229 (8.33%) R
10 171 (6.22%) Clojure
11 164 (5.96%) PHP
12 116 (4.22%) Haskell
13 105 (3.82%) C
14 87 (3.16%) Bash Shell
15 85 (3.09%) Groovy
16 79 (2.87%) F#
17 61 (2.22%) Kotlin
18 55 (2.00%) PL/SQL
19 49 (1.78%) Erlang
19 49 (1.78%) ES6
Qualifications
1 378 (13.75%) Degree
2 161 (5.85%) Computer Science Degree
3 134 (4.87%) PhD
4 120 (4.36%) Security Cleared
5 59 (2.15%) SC Cleared
6 28 (1.02%) Master's Degree
7 21 (0.76%) Numerate Degree
8 17 (0.62%) DV Cleared
9 13 (0.47%) ISEB
10 10 (0.36%) ISTQB
11 8 (0.29%) Postgraduate
12 7 (0.25%) ISTQB Foundation Certification
12 7 (0.25%) PMI Certification
13 2 (0.073%) IRCA
14 1 (0.036%) AWS Certification
14 1 (0.036%) EMC Certification
14 1 (0.036%) MBA
Quality Assurance & Compliance
1 151 (5.49%) QA
2 14 (0.51%) GCP
3 11 (0.40%) Data Quality
4 5 (0.18%) Actionable Recommendations
5 3 (0.11%) ISO 20022
6 2 (0.073%) WCAG
7 1 (0.036%) Basel III
7 1 (0.036%) Dodd-Frank
7 1 (0.036%) GDPR
7 1 (0.036%) MiFID
System Software
1 329 (11.96%) Docker
2 68 (2.47%) HDFS
3 41 (1.49%) Apache Flume
4 15 (0.55%) Apache ZooKeeper
5 6 (0.22%) VirtualBox
5 6 (0.22%) VMware Infrastructure
6 2 (0.073%) Xen
7 1 (0.036%) Cronacle
7 1 (0.036%) Virtual Machines
Systems Management
1 113 (4.11%) Puppet
2 107 (3.89%) Kubernetes
3 91 (3.31%) Ansible
4 90 (3.27%) Opscode Chef
5 52 (1.89%) Mesos
6 25 (0.91%) Kibana
7 22 (0.80%) Terraform
8 17 (0.62%) Nagios
8 17 (0.62%) Salt
9 16 (0.58%) Oozie
10 14 (0.51%) Marathon
11 12 (0.44%) Hadoop YARN
11 12 (0.44%) ZABBIX
12 8 (0.29%) Prometheus
12 8 (0.29%) SCCM
13 7 (0.25%) Graphite
14 6 (0.22%) Microsoft Intune
15 5 (0.18%) Consul
15 5 (0.18%) Docker Swarm
15 5 (0.18%) Packer
Vendors
1 210 (7.64%) Oracle
2 156 (5.67%) Google
3 56 (2.04%) Microsoft
4 50 (1.82%) Cloudera
5 40 (1.45%) Hortonworks
6 39 (1.42%) Tableau
7 26 (0.95%) MapR
8 22 (0.80%) Splunk
9 21 (0.76%) IBM
10 17 (0.62%) RapidMiner
11 15 (0.55%) SaltStack
12 14 (0.51%) New Relic
13 13 (0.47%) Netezza
14 12 (0.44%) Rackspace
15 11 (0.40%) Atlassian
15 11 (0.40%) Teradata
16 10 (0.36%) MuleSoft
17 9 (0.33%) Facebook
17 9 (0.33%) Red Hat
18 8 (0.29%) LANDesk
Oxford, Oxfordshire
Austin Fraser
Salary: £65000 - £70000 per annum + Benefits and Bonus
Posted: 12 hours ago
North London
Client Server
Salary: £75k to £90k + benefits
Posted: 13 hours ago
City, London
Oliver Bernard
Salary: £90000 - £110000 per annum
Posted: 17 hours ago
City, London
onezeero.
Salary: £80000 - £100000 per annum
Posted: 12 hours ago
City, London
ANSON MCCADE
Salary: £35,000 - 65,000k & comprehensive benefits
Posted: 14 hours ago
South West London
Oscar
Salary: £50000 - £75000 per annum + Benefits
Posted: 20 hours ago
City, London
Montash
Salary: £90000 - £100000 per annum + Bens
Posted: 14 hours ago
London
Comtecs
Salary: £70000 - £100000 Per Annum +Bonus +Benefits
Posted: 13 hours ago
Central London / West End
Anaplan Ltd
Salary: Bonus, Equity, Pension, 30days holiday, Flexi working, and many more
Posted: 21 hours ago
London
Open Select Recruitment
Salary: £20000 - £35000 per annum + bonus, pension and healthcare
Posted: 12 hours ago
East London
Freshtechit
Salary: From £70,000 to £90,000 per annum
Posted: 19 hours ago
East London
Source Technology
Salary: From £50,000 to £85,000 per annum
Posted: 18 hours ago
London
Harrington Starr
Salary: £65000 - £85000 per annum + bonus + benefits
Posted: 16 hours ago
London
Eligo Recruitment Ltd
Salary: £60000 - £70000 per annum + Bonus, Healthcare, Pension
Posted: 11 hours ago
Chester, Cheshire
Searchability
Salary: £40000 - £50000 per annum + Benefits
Posted: 15 hours ago
West London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £45000 Per Annum Plus Excellent Benefits
Posted: Yesterday
South West London
Evolution Recruitment Solutions
Salary: 50,000-60,000
Posted: 19 hours ago
Manchester, Lancashire
Big Wednesday Digital Ltd
Salary: £75000 - £125000 per annum + Negotiable
Posted: 14 hours ago
West London
Understanding Recruitment
Salary: £60000 - £65000 per annum + bonus, bens
Posted: Yesterday
London
Searchability
Salary: £50000 - £75000 per annum + Benefits
Posted: 15 hours ago
City, London
Big Wednesday Digital Ltd
Salary: £85000 - £150000 per annum + Negotiable
Posted: 15 hours ago
Manchester, Lancashire
TEKsystems
Salary: £40000 - £55000 per annum + Package
Posted: 2 days ago
London
ARC IT Recruitment Ltd
Salary: £60000 - £80000 per annum + Bonus + Benefits
Posted: 3 days ago
Birmingham, West Midlands (County)
Miller Maxwell Ltd
Salary: Unspecified
Posted: 15 hours ago
City, London
Miller Maxwell Ltd
Salary: Unspecified
Posted: 15 hours ago
West London
Oliver Bernard
Salary: £55000 - £70000 per annum + Excellent Bonus & Benefits
Posted: 3 days ago
Manchester, Lancashire
Searchability
Salary: £50000 - £60000 per annum + Benefits
Posted: 15 hours ago
Birmingham, West Midlands (County)
X4 Group
Salary: £50k - 55k per year + benefits
Posted: 10 hours ago
City, London
Linux Recruit
Salary: £40000 - £60000 per annum + benefits
Posted: 18 hours ago
London
Capita Resourcing - IT Resourcing
Salary: £45000 - £60000.00 per annum + bonus + bens
Posted: 15 hours ago