The table below looks at the statistics for Scala skills in IT contracts advertised for the London region. Included is a guide to the contractor rates offered in IT contracts that have cited Scala over the 3 months to 30 July 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Scala
Rank 110 139 213
Rank change year-on-year
+29 +74
Contract jobs citing Scala 520 403 241
As % of all contract IT jobs located in London 2.35% 1.71% 1.02%
As % of the Programming Languages category 5.34% 4.03% 2.45%
Number of daily rates quoted 441 328 197
Median daily rate £525 £575 £500
Median daily rate % change year-on-year
-8.69% +15.00%
90% offered a daily rate of more than £425 £450 £400
10% offered a daily rate of more than £675 £675 £650
UK excluding London median daily rate £475 £464 £450
% change year-on-year
+2.37% +3.11%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
Scala
England

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

Programming Languages Category
London
Contract IT job ads with a match in the
Programming Languages category
9734 10010 9830
As % of all contract IT jobs located in London 43.97% 42.51% 41.64%
Number of daily rates quoted 7316 7319 7041
Median daily rate £475 £450 £425
Median daily rate % change year-on-year
+5.55% +5.88%
90% offered a daily rate of more than £325 £300 £300
10% offered a daily rate of more than £600 £625 £600
UK excluding London median daily rate £375 £355 £350
% change year-on-year
+5.63% +1.42%
Number of hourly rates quoted 42 90 66
Median hourly rate £40.00 £27.78 £34.00
Median hourly rate % change year-on-year
+43.98% -18.29%
90% offered a hourly rate of more than £14.85 £16.49 £16.85
10% offered a hourly rate of more than £55.00 £52.17 £53.00
UK excluding London median hourly rate £37.50 £37.75 £35.00
% change year-on-year
-0.66% +7.85%

Scala
Jobs Demand Trend in London

The demand trend of contract jobs across the London region citing Scala as a proportion of all IT contracts with a match in the Programming Languages category.

Scala Jobs Demand Trend in London

Scala
Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Scala across the London region.

Scala Daily Rate Trend in London

Scala
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Scala across the London region over the 3 months to 30 July 2016.

Scala Daily Rate Histogram in London

Scala
Hourly Rate Trend in London

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Scala across the London region.

Scala Hourly Rate Trend in London

Scala
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Scala within the London region over the 3 months to 30 July 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +8 86 £550 -8.33% 35
Westminster - 13 £425 -
Croydon -5 12 £445 -15.23% 1
Bromley - 5 £700 - 1
Twickenham - 3 £500 -
Clapham - 3 £450 -
Canary Wharf +4 1 - -
Scala
England

Scala
Top 30 Related IT Skills in London

For the 6 months to 30 July 2016, IT contractor jobs citing Scala also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the London region with a requirement for Scala.

1 765 (73.42%) Java
2 657 (63.05%) Agile Software Development
3 477 (45.78%) TDD
4 352 (33.78%) Scrum
5 327 (31.38%) Apache Spark
6 321 (30.81%) Hadoop
7 288 (27.64%) Big Data
8 255 (24.47%) BDD
9 243 (23.32%) Python
10 242 (23.22%) MongoDB
11 235 (22.55%) JavaScript
12 232 (22.26%) NoSQL
13 228 (21.88%) Play Framework
14 221 (21.21%) Akka
15 211 (20.25%) REST
16 201 (19.29%) Pair Programming
17 198 (19.00%) Apache Cassandra
18 190 (18.23%) Continuous Integration
19 186 (17.85%) HTML
20 179 (17.18%) Kanban
21 168 (16.12%) CSS
22 164 (15.74%) Spring
23 163 (15.64%) Node.js
24 154 (14.78%) Git (software)
25 152 (14.59%) Finance
26 151 (14.49%) Linux
27 149 (14.30%) Amazon AWS
28 144 (13.82%) Ruby
29 142 (13.63%) Docker
30 133 (12.76%) Kafka

Scala
Top Related IT Skills in London 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
1 327 (31.38%) Apache Spark
2 75 (7.20%) Elasticsearch
3 66 (6.33%) Apache
4 50 (4.80%) Apache Pig
5 21 (2.02%) Tomcat
6 20 (1.92%) Confluence
7 19 (1.82%) nginx
8 10 (0.96%) Cloud Foundry
8 10 (0.96%) OpenStack
9 8 (0.77%) CMS
9 8 (0.77%) SAS
10 6 (0.58%) Jetty
11 5 (0.48%) Alfresco
11 5 (0.48%) Apache Solr
11 5 (0.48%) Oracle Coherence
12 4 (0.38%) JBoss
13 3 (0.29%) SharePoint
14 2 (0.19%) Mule
14 2 (0.19%) WebSphere
15 1 (0.096%) WordPress
Applications
1 3 (0.29%) MS Excel
Business Applications
1 1 (0.096%) Magento
Cloud Services
1 149 (14.30%) Amazon AWS
2 61 (5.85%) GitHub
3 39 (3.74%) Microsoft Azure
4 24 (2.30%) Amazon EC2
5 16 (1.54%) AWS CloudFormation
6 15 (1.44%) Amazon S3
7 14 (1.34%) PaaS
8 13 (1.25%) SaaS
9 12 (1.15%) IaaS
10 8 (0.77%) Amazon EMR
11 6 (0.58%) Amazon SQS
12 4 (0.38%) AdWords
12 4 (0.38%) Cloud Computing
13 3 (0.29%) CloudFront
13 3 (0.29%) Heroku
14 2 (0.19%) Google Cloud Platform
15 1 (0.096%) Amazon Kinesis
15 1 (0.096%) AWS Data Pipeline
15 1 (0.096%) CloudBees
Communications & Networking
1 78 (7.49%) HTTP
2 27 (2.59%) Internet
3 14 (1.34%) SSL
4 11 (1.06%) Network Security
5 9 (0.86%) TCP/IP
6 4 (0.38%) AMQP
7 3 (0.29%) Kerberos
7 3 (0.29%) LDAP
8 1 (0.096%) FTP
8 1 (0.096%) SNA
8 1 (0.096%) Wireshark
Database & Business Intelligence
1 321 (30.81%) Hadoop
2 288 (27.64%) Big Data
3 242 (23.22%) MongoDB
4 232 (22.26%) NoSQL
5 198 (19.00%) Apache Cassandra
6 130 (12.48%) MySQL
7 128 (12.28%) Apache Hive
8 91 (8.73%) PostgreSQL
9 80 (7.68%) HBase
10 78 (7.49%) Relational Database
11 49 (4.70%) Neo4j
12 37 (3.55%) SQL Server
13 28 (2.69%) RDBMS
14 25 (2.40%) Amazon DynamoDB
15 23 (2.21%) Impala
16 22 (2.11%) QlikView
17 21 (2.02%) Redis
18 19 (1.82%) Data Warehouse
18 19 (1.82%) Hazelcast
19 17 (1.63%) MariaDB
Development Applications
1 154 (14.78%) Git (software)
2 115 (11.04%) Jenkins
3 77 (7.39%) Cucumber
4 63 (6.05%) Maven
5 59 (5.66%) Gradle
6 41 (3.93%) JUnit
7 38 (3.65%) Subversion
8 35 (3.36%) JIRA
9 32 (3.07%) Hudson
9 32 (3.07%) IntelliJ
10 31 (2.98%) Vagrant
11 24 (2.30%) Selenium
11 24 (2.30%) WebDriver
12 16 (1.54%) TeamCity
13 15 (1.44%) Artifactory
13 15 (1.44%) TestNG
14 13 (1.25%) Grunt
14 13 (1.25%) Mockito
15 12 (1.15%) gulp
16 10 (0.96%) Jasmine
General
1 152 (14.59%) Finance
2 114 (10.94%) Banking
3 46 (4.41%) Investment Banking
4 45 (4.32%) Retail
5 27 (2.59%) Front Office
6 17 (1.63%) Publishing
7 15 (1.44%) Financial Institution
7 15 (1.44%) Marketing
8 9 (0.86%) Advertising
9 8 (0.77%) Back Office
10 6 (0.58%) Games
11 3 (0.29%) Retail Banking
12 2 (0.19%) Telecoms
13 1 (0.096%) General Ledger
Job Titles
1 726 (69.67%) Developer
2 404 (38.77%) Scala Developer
3 332 (31.86%) Java Developer
4 145 (13.92%) Senior Developer
5 140 (13.44%) Java Scala Developer
6 103 (9.88%) Agile Developer
7 92 (8.83%) Senior Java Developer
8 84 (8.06%) Big Data Developer
9 81 (7.77%) Data Engineer
10 79 (7.58%) Agile Java Developer
11 76 (7.29%) Hadoop Developer
12 64 (6.14%) Hadoop Engineer
13 61 (5.85%) Senior Scala Developer
14 55 (5.28%) Architect
15 53 (5.09%) Apache Spark Developer
16 41 (3.93%) Big Data Engineer
16 41 (3.93%) Software Engineer
17 39 (3.74%) Data Scientist
18 36 (3.45%) AWS Engineer
18 36 (3.45%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 228 (21.88%) Play Framework
2 221 (21.21%) Akka
3 211 (20.25%) REST
4 186 (17.85%) HTML
5 168 (16.12%) CSS
6 164 (15.74%) Spring
7 163 (15.64%) Node.js
8 133 (12.76%) Kafka
9 120 (11.52%) Web Services
10 111 (10.65%) HTML5
11 92 (8.83%) RESTful
12 90 (8.64%) AngularJS
13 88 (8.45%) spray
14 71 (6.81%) CSS3
15 56 (5.37%) J2EE
15 56 (5.37%) RabbitMQ
16 53 (5.09%) Hibernate
17 51 (4.89%) Dropwizard
18 49 (4.70%) JSON
19 42 (4.03%) JAX-RS
Miscellaneous
1 47 (4.51%) Analytical Skills
1 47 (4.51%) Computer Science
2 39 (3.74%) User Experience
3 37 (3.55%) Algorithms
4 31 (2.98%) Statistics
5 28 (2.69%) Visualisation
6 25 (2.40%) Mathematics
7 18 (1.73%) Derivative
8 17 (1.63%) Data Structures
8 17 (1.63%) Equities
9 13 (1.25%) Reference Data
10 10 (0.96%) Applied Mathematics
10 10 (0.96%) Fintech
10 10 (0.96%) Foreign Exchange (FX)
11 9 (0.86%) Artificial Intelligence
11 9 (0.86%) Blog
11 9 (0.86%) Semantic Web
12 8 (0.77%) Digital Media
12 8 (0.77%) Management Information System
12 8 (0.77%) Market Risk
Operating Systems
1 151 (14.49%) Linux
2 60 (5.76%) Unix
3 25 (2.40%) Mac OS X
4 19 (1.82%) Windows
5 16 (1.54%) Android
5 16 (1.54%) Apple iOS
6 9 (0.86%) Red Hat Enterprise Linux
7 2 (0.19%) Ubuntu
8 1 (0.096%) CentOS
8 1 (0.096%) Kali Linux
8 1 (0.096%) Solaris
8 1 (0.096%) VMS
8 1 (0.096%) Windows 2000
8 1 (0.096%) Windows Mobile
8 1 (0.096%) Windows XP
Processes & Methodologies
1 657 (63.05%) Agile Software Development
2 477 (45.78%) TDD
3 352 (33.78%) Scrum
4 255 (24.47%) BDD
5 201 (19.29%) Pair Programming
6 190 (18.23%) Continuous Integration
7 179 (17.18%) Kanban
8 132 (12.67%) DevOps
9 131 (12.57%) Open Source
10 106 (10.17%) Software Engineering
11 98 (9.40%) E-Commerce
12 97 (9.31%) Continuous Delivery
13 95 (9.12%) Microservices
14 76 (7.29%) High Availability
15 74 (7.10%) Configuration Management
16 69 (6.62%) Functional Programming
16 69 (6.62%) OO
17 63 (6.05%) Analytics
18 62 (5.95%) Automated Testing
19 59 (5.66%) Multithreading
Programming Languages
1 765 (73.42%) Java
2 243 (23.32%) Python
3 235 (22.55%) JavaScript
4 144 (13.82%) Ruby
5 126 (12.09%) SQL
6 85 (8.16%) Clojure
7 56 (5.37%) Groovy
8 43 (4.13%) R
9 41 (3.93%) C#
10 38 (3.65%) Go
11 25 (2.40%) Jython
11 25 (2.40%) PHP
12 23 (2.21%) C++
13 22 (2.11%) Haskell
14 18 (1.73%) Perl
15 17 (1.63%) PL/SQL
16 14 (1.34%) Erlang
17 12 (1.15%) Bash Shell
18 11 (1.06%) Shell Script
19 10 (0.96%) MATLAB
Qualifications
1 58 (5.57%) Security Cleared
2 43 (4.13%) SC Cleared
3 41 (3.93%) Degree
4 21 (2.02%) PhD
5 5 (0.48%) DV Cleared
6 2 (0.19%) BC Cleared
7 1 (0.096%) (ISC)2 CCSP
7 1 (0.096%) ACCA
7 1 (0.096%) BPSS Clearance
7 1 (0.096%) Cisco Certification
Quality Assurance & Compliance
1 36 (3.45%) QA
2 13 (1.25%) SDET
3 9 (0.86%) Data Quality
4 8 (0.77%) GCP
5 1 (0.096%) Disclosure Scotland
5 1 (0.096%) WAI
System Software
1 142 (13.63%) Docker
2 50 (4.80%) HDFS
3 24 (2.30%) Apache Flume
4 17 (1.63%) KVM
5 11 (1.06%) Xen
6 7 (0.67%) Virtual Machines
6 7 (0.67%) VMware Infrastructure
7 6 (0.58%) etcd
7 6 (0.58%) Hyper-V
8 3 (0.29%) Apache ZooKeeper
9 2 (0.19%) flannel
9 2 (0.19%) Varnish
9 2 (0.19%) VMware Workstation
10 1 (0.096%) Gluster
10 1 (0.096%) GlusterFS
10 1 (0.096%) LXC
10 1 (0.096%) Oracle RAC
Systems Management
1 90 (8.64%) Puppet
2 54 (5.18%) Opscode Chef
3 26 (2.50%) Ansible
4 23 (2.21%) Kubernetes
5 14 (1.34%) Graphite
6 12 (1.15%) StatsD
7 11 (1.06%) Ganglia
7 11 (1.06%) Terraform
8 10 (0.96%) Mesos
9 9 (0.86%) Ambari
9 9 (0.86%) Hadoop YARN
10 6 (0.58%) Consul
10 6 (0.58%) Oozie
11 5 (0.48%) Salt
12 4 (0.38%) logstash
13 3 (0.29%) Kibana
13 3 (0.29%) Nagios
14 2 (0.19%) Host Intrusion Detection System
14 2 (0.19%) Network Intrusion Detection System
14 2 (0.19%) ZABBIX
Vendors
1 53 (5.09%) Oracle
2 37 (3.55%) Cloudera
3 23 (2.21%) Hortonworks
4 20 (1.92%) Tableau
4 20 (1.92%) VMware
5 11 (1.06%) Atlassian
5 11 (1.06%) New Relic
6 10 (0.96%) Google
7 9 (0.86%) IBM
8 8 (0.77%) Microsoft
8 8 (0.77%) Red Hat
8 8 (0.77%) Twitter
9 7 (0.67%) SaltStack
10 6 (0.58%) Teradata
11 5 (0.48%) Adobe
11 5 (0.48%) Greenplum
11 5 (0.48%) Informatica
12 4 (0.38%) Talend
13 3 (0.29%) Guidewire
13 3 (0.29%) MapR
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