The following table provides summary statistics for permanent job vacancies with a requirement for Akka skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Akka over the 3 months to 27 April 2017 with a comparison to the same period in the previous 2 years.

Akka
UK
3 months to
27 Apr 2017
Same period 2016 Same period 2015
Rank 711 712 864
Rank change year-on-year +1 +152  
Permanent jobs citing Akka 154 241 121
As % of all permanent IT jobs advertised in the UK 0.18% 0.23% 0.11%
As % of the Libraries, Frameworks & Software Standards category 0.44% 0.60% 0.29%
Number of salaries quoted 135 206 96
Median salary £65,000 £66,250 £60,000
Median salary % change year-on-year -1.88% +10.41%  
90% offered a salary of more than £55,000 £42,500 £45,000
10% offered a salary of more than £89,000 £100,000 £95,000
UK excluding London median salary £55,000 £47,500 £60,000
% change year-on-year +15.78% -20.83%  

Akka is in the industry standards, technical specifications and software library and framework skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
UK
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 35093 39987 41963
As % of all permanent IT job vacancies advertised in the UK 40.80% 38.54% 37.91%
Number of salaries quoted 29818 34534 35633
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £32,000 £31,000 £30,000
10% offered a salary of more than £70,000 £65,000 £67,500
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25%  

Akka
Job Vacancy Trend

The job posting trend of jobs advertised citing Akka as a proportion of all permanent or contract IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Job vacancy trend for Akka in the UK

Akka
Salary Trend

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

Salary trend for Akka in the UK

Akka
Salary Histogram

The salary distribution of IT jobs citing Akka over the 3 months to 27 April 2017.

Salary histogram for Akka in the UK

Akka
Top 27 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Akka within the UK over the 3 months to 27 April 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 +12 151 £65,000 -3.70% 30
London +9 126 £70,000 - 28
City of London +36 11 £85,000 +21.42% 7
South East +63 10 £45,000 -10.00% 1
Berkshire - 7 £45,000 -
Newbury - 7 £45,000 -
East of England +12 6 £70,000 +70.73%
Wimbledon - 6 £72,500 -
North West -19 5 £59,000 +62.75%
Manchester -26 5 £59,000 +114.54%
Hertfordshire +6 3 £70,000 +70.73%
Cambridgeshire - 3 - -
Cambridge - 3 - -
Brighton +12 2 - -
East Sussex +5 2 - -
Potters Bar -5 2 £70,000 +70.73%
West Midlands - 2 £52,500 -
Coventry - 2 £52,500 -
Surrey +49 1 - -
South West +17 1 £67,500 +76.47%
Yorkshire +17 1 £40,000 -27.27%
Bristol +1 1 £67,500 +92.85%
Sheffield +1 1 £40,000 -27.27%
South Yorkshire -6 1 £40,000 -27.27%
Hammersmith - 1 £75,000 -
St Albans - 1 £55,000 -
Leatherhead - 1 - -

For the 6 months to 27 April 2017, IT jobs citing Akka 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 Akka.

1 327 (85.83%) Scala
2 290 (76.12%) Java
3 244 (64.04%) Agile Software Development
4 158 (41.47%) TDD
5 134 (35.17%) NoSQL
5 134 (35.17%) Microservices
6 121 (31.76%) Play Framework
7 104 (27.30%) Spring
8 98 (25.72%) Docker
9 93 (24.41%) Software Engineering
9 93 (24.41%) Finance
10 91 (23.88%) JavaScript
10 91 (23.88%) Apache Cassandra
11 87 (22.83%) Kafka
12 80 (21.00%) MongoDB
12 80 (21.00%) Linux
12 80 (21.00%) Amazon AWS
13 75 (19.69%) AngularJS
14 74 (19.42%) Functional Programming
14 74 (19.42%) SQL
15 73 (19.16%) React
16 71 (18.64%) HTML
17 70 (18.37%) Git (software)
18 69 (18.11%) Maven
18 69 (18.11%) DevOps
19 68 (17.85%) Jenkins
20 63 (16.54%) Big Data
21 62 (16.27%) REST
22 61 (16.01%) OO
23 60 (15.75%) Banking

Akka
Co-occurring 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 60 (15.75%) Apache Spark
2 56 (14.70%) Elasticsearch
3 37 (9.71%) Apache
4 31 (8.14%) Apache Solr
5 10 (2.62%) WebSphere
6 9 (2.36%) Confluence
7 6 (1.57%) OpenStack
7 6 (1.57%) Tomcat
8 5 (1.31%) Cloud Foundry
9 4 (1.05%) Apache Qpid
9 4 (1.05%) JBoss
9 4 (1.05%) Lightstreamer
9 4 (1.05%) WebORB
10 2 (0.52%) Mule
11 1 (0.26%) Adobe Experience Manager
11 1 (0.26%) Apache Pig
11 1 (0.26%) CMS
11 1 (0.26%) Marvel
11 1 (0.26%) nginx
11 1 (0.26%) NServiceBus
Applications
1 5 (1.31%) Microsoft Excel
2 4 (1.05%) Microsoft PowerPoint
3 1 (0.26%) InVision
Cloud Services
1 80 (21.00%) Amazon AWS
2 23 (6.04%) Google Cloud Platform
3 21 (5.51%) SaaS
4 16 (4.20%) PaaS
5 15 (3.94%) Microsoft Azure
6 12 (3.15%) Amazon EC2
6 12 (3.15%) GitHub
7 8 (2.10%) Google App Engine
8 6 (1.57%) Amazon Kinesis
9 5 (1.31%) Amazon SQS
9 5 (1.31%) Bluemix
9 5 (1.31%) IaaS
9 5 (1.31%) IBM Cloud
10 4 (1.05%) CloudFront
11 3 (0.79%) Amazon S3
11 3 (0.79%) Cloud Computing
11 3 (0.79%) Slack
11 3 (0.79%) Yammer
12 2 (0.52%) AWS Lambda
12 2 (0.52%) Route 53
Communications & Networking
1 23 (6.04%) HTTP
2 19 (4.99%) Internet
3 4 (1.05%) Firewall
3 4 (1.05%) SSL
3 4 (1.05%) TCP/IP
4 1 (0.26%) DSL
4 1 (0.26%) MQTT
Database & Business Intelligence
1 134 (35.17%) NoSQL
2 91 (23.88%) Apache Cassandra
3 80 (21.00%) MongoDB
4 63 (16.54%) Big Data
5 57 (14.96%) MySQL
6 39 (10.24%) Hadoop
7 35 (9.19%) PostgreSQL
8 33 (8.66%) Couchbase
9 22 (5.77%) SQL Server
10 21 (5.51%) Redis
11 17 (4.46%) Neo4j
12 15 (3.94%) HBase
12 15 (3.94%) Relational Database
13 14 (3.67%) Apache Hive
14 12 (3.15%) RDBMS
15 11 (2.89%) Amazon DynamoDB
16 8 (2.10%) Hazelcast
17 7 (1.84%) KDB
17 7 (1.84%) Riak
17 7 (1.84%) SAP HANA
Development Applications
1 70 (18.37%) Git (software)
2 69 (18.11%) Maven
3 68 (17.85%) Jenkins
4 23 (6.04%) Subversion
5 21 (5.51%) JUnit
6 20 (5.25%) Mockito
7 19 (4.99%) Gradle
8 18 (4.72%) JIRA
9 16 (4.20%) Vagrant
10 14 (3.67%) Mocha
11 11 (2.89%) Eclipse
12 9 (2.36%) TeamCity
13 6 (1.57%) Cucumber
13 6 (1.57%) Gerrit
13 6 (1.57%) IntelliJ
13 6 (1.57%) Jasmine
13 6 (1.57%) Selenium
14 5 (1.31%) Travis CI
15 4 (1.05%) Buildbot
15 4 (1.05%) Visual Studio
General
1 93 (24.41%) Finance
2 60 (15.75%) Banking
3 40 (10.50%) Games
4 23 (6.04%) Investment Banking
5 19 (4.99%) Telecoms
6 14 (3.67%) Financial Institution
7 13 (3.41%) Back Office
8 7 (1.84%) Advertising
9 6 (1.57%) Legal
9 6 (1.57%) Pharmaceutical
9 6 (1.57%) Retail
10 5 (1.31%) Front Office
11 2 (0.52%) Marketing
Job Titles
1 288 (75.59%) Developer
2 175 (45.93%) Java Developer
3 138 (36.22%) Scala Developer
4 62 (16.27%) Java Scala Developer
5 48 (12.60%) Senior Developer
6 36 (9.45%) Software Engineer
7 34 (8.92%) Senior Java Developer
8 28 (7.35%) Agile Developer
9 26 (6.82%) Agile Java Developer
10 24 (6.30%) Scala Software Engineer
11 22 (5.77%) AWS Developer
11 22 (5.77%) Senior Scala Developer
12 20 (5.25%) Full Stack Developer
13 16 (4.20%) E-Commerce Developer
13 16 (4.20%) Java E-Commerce Developer
13 16 (4.20%) JavaScript Developer
13 16 (4.20%) Lead Developer
14 15 (3.94%) Architect
15 14 (3.67%) MongoDB Developer
16 13 (3.41%) Senior Java Scala Developer
Libraries, Frameworks & Software Standards
1 121 (31.76%) Play Framework
2 104 (27.30%) Spring
3 87 (22.83%) Kafka
4 75 (19.69%) AngularJS
5 73 (19.16%) React
6 71 (18.64%) HTML
7 62 (16.27%) REST
8 51 (13.39%) Node.js
9 49 (12.86%) Web Services
10 48 (12.60%) Hibernate
11 47 (12.34%) JSON
12 44 (11.55%) HTML5
13 42 (11.02%) ActiveMQ
14 40 (10.50%) spray
15 38 (9.97%) CSS
16 33 (8.66%) JMS
17 32 (8.40%) Spring MVC
18 30 (7.87%) RabbitMQ
19 26 (6.82%) Lucene
20 23 (6.04%) Java EE
Miscellaneous
1 39 (10.24%) Greenfield Project
2 38 (9.97%) Computer Science
3 30 (7.87%) Fintech
4 18 (4.72%) Mobile App
5 14 (3.67%) Analytical Skills
6 11 (2.89%) Client/Server
6 11 (2.89%) Online Games
7 10 (2.62%) Algorithms
8 9 (2.36%) Derivative
8 9 (2.36%) User Experience
9 7 (1.84%) Data Structures
9 7 (1.84%) Hedge funds
9 7 (1.84%) Internet of Things
9 7 (1.84%) Public Cloud
10 6 (1.57%) Foreign Exchange (FX)
10 6 (1.57%) Life Science
11 5 (1.31%) Data Centre
11 5 (1.31%) Enterprise Software
11 5 (1.31%) Equities
11 5 (1.31%) Fixed Income
Operating Systems
1 80 (21.00%) Linux
2 8 (2.10%) Android
3 7 (1.84%) Apple iOS
4 6 (1.57%) Unix
5 2 (0.52%) Mac OS X
5 2 (0.52%) Windows
6 1 (0.26%) CoreOS
Processes & Methodologies
1 244 (64.04%) Agile Software Development
2 158 (41.47%) TDD
3 134 (35.17%) Microservices
4 93 (24.41%) Software Engineering
5 74 (19.42%) Functional Programming
6 69 (18.11%) DevOps
7 61 (16.01%) OO
8 57 (14.96%) BDD
9 56 (14.70%) Open Source
10 54 (14.17%) Scrum
11 52 (13.65%) Continuous Integration
11 52 (13.65%) E-Commerce
12 50 (13.12%) Multithreading
13 42 (11.02%) OOP
14 36 (9.45%) Analytics
15 33 (8.66%) MVC
16 24 (6.30%) Kanban
16 24 (6.30%) Low Latency
17 23 (6.04%) Mentoring
18 21 (5.51%) Continuous Delivery
Programming Languages
1 327 (85.83%) Scala
2 290 (76.12%) Java
3 91 (23.88%) JavaScript
4 74 (19.42%) SQL
5 40 (10.50%) Python
6 37 (9.71%) C#
7 22 (5.77%) Groovy
8 14 (3.67%) F#
9 13 (3.41%) C++
9 13 (3.41%) ES6
10 11 (2.89%) Shell Script
11 10 (2.62%) Haskell
11 10 (2.62%) Ruby
12 8 (2.10%) Clojure
13 5 (1.31%) Bash Shell
14 3 (0.79%) C
14 3 (0.79%) Korn
14 3 (0.79%) VB.NET
15 2 (0.52%) Lisp
15 2 (0.52%) Perl
Qualifications
1 44 (11.55%) Degree
2 3 (0.79%) IRCA
3 1 (0.26%) PhD
3 1 (0.26%) Postgraduate
Quality Assurance & Compliance
1 10 (2.62%) QA
2 4 (1.05%) ISO20022
3 2 (0.52%) FATCA
4 1 (0.26%) Basel III
4 1 (0.26%) Dodd-Frank
4 1 (0.26%) GCP
System Software
1 98 (25.72%) Docker
2 14 (3.67%) HDFS
3 7 (1.84%) Apache ZooKeeper
4 3 (0.79%) Apache Flume
Systems Management
1 41 (10.76%) Kubernetes
2 29 (7.61%) Puppet
3 19 (4.99%) Opscode Chef
4 12 (3.15%) Mesos
5 11 (2.89%) Ansible
6 3 (0.79%) Hadoop YARN
7 2 (0.52%) Graphite
7 2 (0.52%) Oozie
7 2 (0.52%) Salt
7 2 (0.52%) Terraform
7 2 (0.52%) yum
8 1 (0.26%) Kibana
8 1 (0.26%) logstash
Vendors
1 20 (5.25%) Google
2 16 (4.20%) Splunk
3 10 (2.62%) Microsoft
3 10 (2.62%) Rackspace
4 7 (1.84%) Oracle
4 7 (1.84%) SAP
4 7 (1.84%) StreamBase
5 5 (1.31%) GigaSpaces
5 5 (1.31%) IBM
6 4 (1.05%) Actian
6 4 (1.05%) hybris
7 2 (0.52%) MuleSoft
7 2 (0.52%) Solace
8 1 (0.26%) Adobe
8 1 (0.26%) Apigee
8 1 (0.26%) Facebook
8 1 (0.26%) Hortonworks
8 1 (0.26%) Sybase
London
Arrows Group
Salary: £80000 per annum
Posted: 7 hours ago
London
Oliver Bernard
Salary: £60000 - £80000 per annum + Bonus & Benefits
Posted: 14 hours ago
City, London
Arrows Group
Salary: £80000 - £100000 per annum + negotiable
Posted: Yesterday
London
Capita Resourcing - IT Resourcing
Salary: £65000 - £80000 per annum + benefits
Posted: Yesterday
City, London
Wiser Recruitment
Salary: From £50,000 to £75,000 per annum
Posted: Yesterday
London
Signify Technology
Posted: Yesterday
London
Cititec
Salary: £110000 - £130000 per annum + flexi Benefits + Bonus
Posted: Yesterday
London
Verticality Ltd
Salary: £55000 - £65000 per annum, Benefits Benefits
Posted: 2 days ago
City, London
Understanding Recruitment
Salary: £70000 - £100000 per annum + Bonus, Pens, Health etc
Posted: 4 days ago
Belfast, County Antrim
Harvey Nash plc
Salary: Competitive Salary and Excellent Benefits
Posted: 3 days ago
London
Cititec
Salary: £650 - £700 per day
Posted: 3 days ago
London
ARC IT Recruitment Ltd
Salary: £60000 - £80000 per annum + Bonus + Benefits
Posted: 6 days ago
North London
Oliver Bernard
Salary: £80000 - £90000 per annum + bonus, pension, healthcare
Posted: 6 days ago
London
ARC IT Recruitment Ltd
Salary: £0.00 - £90000 per annum + Bonus + Benefits
Posted: 6 days ago
West London
C4 Commerce
Salary: From £70,000 to £80,000 per annum
Posted: 6 days ago
London
Cititec
Salary: £110000 - £130000 per annum + Bonuses + Benefits
Posted: 5 days ago
London
Client Server
Salary: £45k to £75k (multiple roles) + bonus + benefits
Posted: 8 days ago
London
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: 6 days ago
City of London
Venturi
Salary: £400 - £420 per day
Posted: 9 days ago
London
Client Server
Salary: £60,000 to £75,000 + bonus + benefits
Posted: 16 days ago
Croydon, Surrey
Explori Media Ltd
Posted: 22 days ago
London
Goldman Sachs
Posted: 20 days ago
London
Resource Partners Ltd
Salary: Full benefits
Posted: 10 days ago