The table below looks at the statistics for Akka skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Akka over the 3 months to 24 February 2017 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
24 Feb 2017
Same period 2016 Same period 2015
Akka
UK / England
Rank 420 523 549
Rank change year-on-year
+103 +26
Contract jobs citing Akka 161 89 50
As % of all contract IT jobs located in England 0.38% 0.19% 0.10%
As % of the Libraries, Frameworks & Software Standards category 1.22% 0.65% 0.39%
Number of daily rates quoted 131 66 44
Median daily rate £525 £550 £600
Median daily rate % change year-on-year
-4.54% -8.33%
90% offered a daily rate of more than £450 £500 £418
10% offered a daily rate of more than £650 £650 £650
UK excluding London median daily rate £520 £500 £550
% change year-on-year
+4.00% -9.09%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in contract jobs advertised in the England region.

Libraries, Frameworks & Software Standards Category
England
Contract IT job ads with a match in the
Libraries, Frameworks & Software Standards category
13151 13715 12976
As % of all contract IT jobs located in England 31.40% 28.76% 27.19%
Number of daily rates quoted 9187 9556 8677
Median daily rate £425 £405 £400
Median daily rate % change year-on-year
+4.93% +1.25%
90% offered a daily rate of more than £310 £300 £275
10% offered a daily rate of more than £575 £550 £550
UK excluding London median daily rate £375 £363 £350
% change year-on-year
+3.44% +3.57%
Number of hourly rates quoted 151 237 173
Median hourly rate £41.00 £40.00 £34.00
Median hourly rate % change year-on-year
+2.50% +17.64%
90% offered a hourly rate of more than £20.56 £20.50 £20.00
10% offered a hourly rate of more than £55.00 £60.62 £47.25
UK excluding London median hourly rate £40.00 £38.75 £35.00
% change year-on-year
+3.22% +10.71%

Akka
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Akka as a proportion of all IT contracts with a match in the Libraries, Frameworks & Software Standards category.

Akka Jobs Demand Trend in England

Akka
Daily Rate Trend in England

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

Akka Daily Rate Trend in England

Akka
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Akka across the England region over the 3 months to 24 February 2017.

Akka Daily Rate Histogram in England

Akka
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Akka within the England region over the 3 months to 24 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +83 138 £525 -4.54% 27
South East - 10 £525 - 1
West Midlands - 4 £513 -
North West +25 3 £463 - 2
North East -15 3 £515 -
Yorkshire +18 2 £538 +7.50%
South West - 1 £320 -
Akka
UK

Akka
Top 30 Related IT Skills in England

For the 6 months to 24 February 2017, IT contractor jobs citing Akka 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 England region with a requirement for Akka.

1 303 (86.57%) Scala
2 258 (73.71%) Java
3 245 (70.00%) Agile Software Development
4 189 (54.00%) TDD
5 166 (47.43%) Play Framework
6 134 (38.29%) BDD
7 127 (36.29%) Apache Spark
8 108 (30.86%) Scrum
9 97 (27.71%) Spring
9 97 (27.71%) Kafka
10 96 (27.43%) Banking
11 94 (26.86%) Big Data
12 93 (26.57%) Git (software)
13 88 (25.14%) Hadoop
14 86 (24.57%) REST
15 79 (22.57%) Finance
16 73 (20.86%) spray
17 69 (19.71%) JavaScript
18 65 (18.57%) Apache
18 65 (18.57%) Continuous Integration
19 64 (18.29%) MongoDB
20 61 (17.43%) Docker
20 61 (17.43%) Web Services
21 60 (17.14%) Software Engineering
22 58 (16.57%) SQL
22 58 (16.57%) HTTP
22 58 (16.57%) Pair Programming
23 57 (16.29%) Apache Cassandra
23 57 (16.29%) Microservices
23 57 (16.29%) Jenkins

Akka
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
1 127 (36.29%) Apache Spark
2 65 (18.57%) Apache
3 29 (8.29%) Elasticsearch
4 10 (2.86%) Apache Pig
4 10 (2.86%) Confluence
4 10 (2.86%) WebSphere
5 6 (1.71%) WebLogic
6 5 (1.43%) Apache Solr
6 5 (1.43%) Oracle Coherence
7 3 (0.86%) Oracle Service Bus
7 3 (0.86%) Oracle SOA Suite
7 3 (0.86%) Tomcat
8 2 (0.57%) Apache Qpid
8 2 (0.57%) JBoss
8 2 (0.57%) Lightstreamer
8 2 (0.57%) WebORB
9 1 (0.29%) DataSynapse
9 1 (0.29%) Mule
9 1 (0.29%) nginx
9 1 (0.29%) NServiceBus
Applications
1 2 (0.57%) MS Excel
1 2 (0.57%) MS PowerPoint
Business Applications
1 3 (0.86%) Oracle BPM
2 1 (0.29%) SAP Oil and Gas
Cloud Services
1 56 (16.00%) Amazon AWS
2 20 (5.71%) SaaS
3 15 (4.29%) GitHub
4 12 (3.43%) Amazon S3
5 9 (2.57%) Amazon Kinesis
6 8 (2.29%) AWS Elastic Beanstalk
6 8 (2.29%) PaaS
7 7 (2.00%) AWS Lambda
8 6 (1.71%) Amazon EC2
9 5 (1.43%) Microsoft Azure
10 3 (0.86%) CloudFront
11 1 (0.29%) Amazon ElastiCache
11 1 (0.29%) Amazon ELB
11 1 (0.29%) Cloud Computing
11 1 (0.29%) Route 53
11 1 (0.29%) Virtual Private Cloud
Communications & Networking
1 58 (16.57%) HTTP
2 11 (3.14%) Internet
3 3 (0.86%) SSL
3 3 (0.86%) TCP/IP
4 2 (0.57%) Firewall
4 2 (0.57%) SMTP
5 1 (0.29%) DNS
5 1 (0.29%) DSL
5 1 (0.29%) FCAPS
5 1 (0.29%) LDAP
5 1 (0.29%) Network Security
Database & Business Intelligence
1 94 (26.86%) Big Data
2 88 (25.14%) Hadoop
3 64 (18.29%) MongoDB
4 57 (16.29%) Apache Cassandra
5 37 (10.57%) Apache Hive
6 36 (10.29%) NoSQL
7 26 (7.43%) HBase
8 23 (6.57%) MySQL
9 21 (6.00%) Relational Database
10 18 (5.14%) PostgreSQL
11 14 (4.00%) Redis
12 10 (2.86%) Amazon DynamoDB
12 10 (2.86%) Neo4j
13 8 (2.29%) Flink
13 8 (2.29%) RDBMS
14 7 (2.00%) Data Lake
15 6 (1.71%) Presto
16 4 (1.14%) Amazon Redshift
16 4 (1.14%) Spark SQL
16 4 (1.14%) Sqoop
Development Applications
1 93 (26.57%) Git (software)
2 57 (16.29%) Jenkins
3 42 (12.00%) Maven
4 40 (11.43%) JUnit
5 32 (9.14%) Mockito
6 28 (8.00%) JIRA
7 18 (5.14%) TeamCity
8 16 (4.57%) Gradle
8 16 (4.57%) Spock
8 16 (4.57%) Subversion
9 14 (4.00%) Cucumber
10 10 (2.86%) Vagrant
10 10 (2.86%) WebDriver
11 4 (1.14%) Sonatype Nexus
12 3 (0.86%) Eclipse
12 3 (0.86%) Jasmine
13 2 (0.57%) Artifactory
13 2 (0.57%) Mocha
13 2 (0.57%) Selenium
13 2 (0.57%) Visual Studio
General
1 96 (27.43%) Banking
2 79 (22.57%) Finance
3 52 (14.86%) Investment Banking
4 18 (5.14%) Front Office
5 6 (1.71%) Back Office
6 4 (1.14%) Aerospace
6 4 (1.14%) Games
7 1 (0.29%) Electronics
7 1 (0.29%) Manufacturing
7 1 (0.29%) Marketing
7 1 (0.29%) Pharmaceutical
7 1 (0.29%) Publishing
7 1 (0.29%) Telecoms
Job Titles
1 290 (82.86%) Developer
2 224 (64.00%) Scala Developer
3 122 (34.86%) Java Developer
4 63 (18.00%) Java Scala Developer
5 44 (12.57%) Senior Developer
6 27 (7.71%) Senior Scala Developer
7 23 (6.57%) Big Data Developer
8 19 (5.43%) Apache Spark Developer
9 18 (5.14%) Senior Java Developer
10 16 (4.57%) Agile Developer
11 11 (3.14%) Software Developer
11 11 (3.14%) Technical Leader
12 9 (2.57%) Data Engineer
12 9 (2.57%) UI Developer
13 8 (2.29%) Agile Java Developer
13 8 (2.29%) Big Data Engineer
13 8 (2.29%) Software Engineer
14 7 (2.00%) Scala Software Engineer
14 7 (2.00%) Senior Java Scala Developer
15 6 (1.71%) Data Migration Lead
Libraries, Frameworks & Software Standards
1 166 (47.43%) Play Framework
2 97 (27.71%) Kafka
2 97 (27.71%) Spring
3 86 (24.57%) REST
4 73 (20.86%) spray
5 61 (17.43%) Web Services
6 51 (14.57%) HTML
7 49 (14.00%) Hibernate
8 41 (11.71%) AngularJS
9 37 (10.57%) JSON
10 35 (10.00%) RESTful
11 34 (9.71%) Node.js
12 29 (8.29%) CSS
13 25 (7.14%) HTML5
14 23 (6.57%) JMS
15 22 (6.29%) Apache Avro
15 22 (6.29%) SOAP
16 21 (6.00%) jQuery
17 20 (5.71%) CSS3
18 17 (4.86%) Gherkin
Miscellaneous
1 14 (4.00%) User Experience
2 8 (2.29%) Algorithms
2 8 (2.29%) Fintech
2 8 (2.29%) Fixed Income
2 8 (2.29%) Foreign Exchange (FX)
3 7 (2.00%) Life Science
4 6 (1.71%) Data Structures
4 6 (1.71%) Derivative
4 6 (1.71%) Enterprise Software
4 6 (1.71%) Interest Rate Derivative
5 5 (1.43%) Computer Science
6 4 (1.14%) Analytical Skills
7 3 (0.86%) Clustering
7 3 (0.86%) Credit Risk
7 3 (0.86%) Public Cloud
8 2 (0.57%) Credit Derivative
8 2 (0.57%) Grid Computing
8 2 (0.57%) Market Risk
8 2 (0.57%) Mobile App
9 1 (0.29%) Streaming Media
Operating Systems
1 40 (11.43%) Linux
2 28 (8.00%) Unix
3 17 (4.86%) Android
4 14 (4.00%) Apple iOS
5 5 (1.43%) Mac OS X
6 1 (0.29%) CoreOS
6 1 (0.29%) Mesosphere
6 1 (0.29%) Windows
6 1 (0.29%) Windows Server
Processes & Methodologies
1 245 (70.00%) Agile Software Development
2 189 (54.00%) TDD
3 134 (38.29%) BDD
4 108 (30.86%) Scrum
5 65 (18.57%) Continuous Integration
6 60 (17.14%) Software Engineering
7 58 (16.57%) Pair Programming
8 57 (16.29%) Microservices
9 50 (14.29%) Kanban
10 35 (10.00%) DevOps
11 28 (8.00%) Automated Testing
11 28 (8.00%) Open Source
12 24 (6.86%) Domain-Driven Design
12 24 (6.86%) Functional Programming
13 21 (6.00%) Refactoring
14 20 (5.71%) Web Development
15 18 (5.14%) Analytics
15 18 (5.14%) Continuous Deployment
16 17 (4.86%) Configuration Management
17 15 (4.29%) CQRS
Programming Languages
1 303 (86.57%) Scala
2 258 (73.71%) Java
3 69 (19.71%) JavaScript
4 58 (16.57%) SQL
5 55 (15.71%) Python
6 23 (6.57%) Ruby
7 20 (5.71%) Shell Script
8 16 (4.57%) Korn
9 12 (3.43%) C#
10 10 (2.86%) R
11 9 (2.57%) PHP
12 8 (2.29%) XPath
13 4 (1.14%) ES6
13 4 (1.14%) Go
14 3 (0.86%) Bash Shell
14 3 (0.86%) C++
14 3 (0.86%) Groovy
14 3 (0.86%) MATLAB
15 2 (0.57%) Haskell
15 2 (0.57%) Perl
Qualifications
1 19 (5.43%) Degree
2 15 (4.29%) Security Cleared
3 12 (3.43%) SC Cleared
4 4 (1.14%) PhD
5 1 (0.29%) BPSS Clearance
5 1 (0.29%) DV Cleared
Quality Assurance & Compliance
1 10 (2.86%) FATCA
2 2 (0.57%) ISO20022
3 1 (0.29%) QA
System Software
1 61 (17.43%) Docker
2 21 (6.00%) Apache Flume
3 12 (3.43%) HDFS
4 5 (1.43%) Apache ZooKeeper
5 1 (0.29%) Platform Symphony
Systems Management
1 16 (4.57%) Puppet
2 13 (3.71%) Mesos
3 12 (3.43%) Kibana
3 12 (3.43%) logstash
4 11 (3.14%) Ansible
4 11 (3.14%) Kubernetes
5 8 (2.29%) Grafana
5 8 (2.29%) rkt
6 7 (2.00%) Hadoop YARN
7 4 (1.14%) Marathon
8 2 (0.57%) Terraform
9 1 (0.29%) Galera Cluster
9 1 (0.29%) Graphite
9 1 (0.29%) yum
Vendors
1 23 (6.57%) MuleSoft
2 17 (4.86%) Solace
3 11 (3.14%) Google
4 8 (2.29%) AppDynamics
4 8 (2.29%) Splunk
5 7 (2.00%) Hortonworks
5 7 (2.00%) VMware
6 5 (1.43%) Microsoft
6 5 (1.43%) Oracle
7 3 (0.86%) IBM
7 3 (0.86%) Tableau
8 2 (0.57%) Adobe
9 1 (0.29%) Nokia
9 1 (0.29%) SaltStack
9 1 (0.29%) SAP
9 1 (0.29%) webMethods
9 1 (0.29%) WorldPay
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