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 June 2017 with a comparison to the same period in the previous 2 years.

Akka
UK
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 676 712 823
Rank change year-on-year +36 +111  
Permanent jobs citing Akka 217 222 159
As % of all permanent IT jobs advertised in the UK 0.24% 0.23% 0.15%
As % of the Libraries, Frameworks & Software Standards category 0.60% 0.58% 0.38%
Number of salaries quoted 180 185 133
Median salary £70,000 £65,000 £60,000
Median salary % change year-on-year +7.69% +8.33%  
90% offered a salary of more than £52,250 £47,500 £45,000
10% offered a salary of more than £101,000 £85,000 £97,500
UK excluding London median salary £47,500 £47,500 £52,500
% change year-on-year - -9.52%  

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 36421 38335 41712
As % of all permanent IT job vacancies advertised in the UK 40.85% 38.93% 38.12%
Number of salaries quoted 30573 33333 35674
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.55% -  
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £70,000 £65,000 £70,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year +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 June 2017.

Salary histogram for Akka in the UK

Akka
Top 25 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 June 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 +42 215 £70,000 +7.69% 32
London +39 195 £72,500 +7.40% 28
City of London +44 29 £85,000 +21.42% 3
East of England -9 6 £70,000 +14.28% 1
Yorkshire +4 5 £45,000 -35.71%
Hertfordshire -4 5 £70,000 +14.28% 1
Potters Bar -5 4 £70,000 +40.00% 1
Manchester -33 4 £50,000 +25.00% 2
North West -39 4 £50,000 +25.00% 2
South East +30 3 £50,000 - 1
West Yorkshire +14 3 £45,000 -35.71%
Leeds +10 3 £45,000 -35.71%
Sheffield - 2 £40,000 -
West Midlands - 2 £43,750 -
South Yorkshire - 2 £40,000 -
Oxfordshire +12 1 £40,000 -51.51%
Oxford +8 1 £40,000 -52.94%
West Sussex - 1 £57,500 -
Cambridgeshire - 1 £45,000 -
Berkshire - 1 £50,000 - 1
St Albans - 1 £67,500 -
Coventry - 1 £45,000 -
Cambridge - 1 £45,000 -
Bracknell - 1 £50,000 -
Birmingham - 1 £42,500 -

For the 6 months to 27 June 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.

1 307 (78.52%) Scala
2 260 (66.50%) Java
3 232 (59.34%) Agile Software Development
4 164 (41.94%) TDD
5 130 (33.25%) Play Framework
6 115 (29.41%) Spring
7 107 (27.37%) NoSQL
8 105 (26.85%) Apache Cassandra
9 100 (25.58%) MongoDB
10 97 (24.81%) Software Engineering
11 96 (24.55%) Microservices
12 92 (23.53%) Finance
13 90 (23.02%) JavaScript
14 83 (21.23%) Amazon AWS
15 78 (19.95%) Elasticsearch
15 78 (19.95%) Apache Spark
15 78 (19.95%) Docker
16 77 (19.69%) AngularJS
17 74 (18.93%) Big Data
17 74 (18.93%) Git (software)
18 72 (18.41%) Jenkins
18 72 (18.41%) REST
19 68 (17.39%) Maven
19 68 (17.39%) SQL
20 66 (16.88%) Scrum
20 66 (16.88%) BDD
21 64 (16.37%) React
21 64 (16.37%) Hibernate
22 63 (16.11%) Functional Programming
23 62 (15.86%) HTML

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 78 (19.95%) Apache Spark
1 78 (19.95%) Elasticsearch
2 58 (14.83%) Apache
3 26 (6.65%) Apache Solr
4 11 (2.81%) OpenStack
4 11 (2.81%) WebSphere
5 4 (1.02%) Apache Qpid
5 4 (1.02%) Confluence
5 4 (1.02%) Lightstreamer
5 4 (1.02%) WebORB
6 3 (0.77%) Tomcat
7 2 (0.51%) Cloud Foundry
7 2 (0.51%) CMS
8 1 (0.26%) Adobe Experience Manager
8 1 (0.26%) Apache Pig
8 1 (0.26%) Jetty
8 1 (0.26%) Marvel
8 1 (0.26%) nginx
8 1 (0.26%) NServiceBus
8 1 (0.26%) Oracle SOA Suite
Applications
1 5 (1.28%) Microsoft Excel
2 4 (1.02%) Microsoft PowerPoint
3 1 (0.26%) InVision
Business Applications
1 2 (0.51%) SAP Oil and Gas
2 1 (0.26%) MetaTrader
Cloud Services
1 83 (21.23%) Amazon AWS
2 21 (5.37%) SaaS
3 20 (5.12%) Amazon EC2
4 19 (4.86%) PaaS
5 14 (3.58%) Amazon SQS
5 14 (3.58%) Google Cloud Platform
6 9 (2.30%) Microsoft Azure
7 8 (2.05%) GitHub
8 4 (1.02%) Amazon Kinesis
8 4 (1.02%) Amazon S3
8 4 (1.02%) CloudFront
9 3 (0.77%) Bluemix
9 3 (0.77%) Google App Engine
9 3 (0.77%) IaaS
9 3 (0.77%) IBM Cloud
9 3 (0.77%) Route 53
10 2 (0.51%) Cloud Computing
10 2 (0.51%) Heroku
11 1 (0.26%) Amazon EMR
11 1 (0.26%) OpenShift
Communications & Networking
1 22 (5.63%) HTTP
2 18 (4.60%) Internet
3 4 (1.02%) Firewall
3 4 (1.02%) SSL
3 4 (1.02%) TCP/IP
4 1 (0.26%) DSL
4 1 (0.26%) MQTT
Database & Business Intelligence
1 107 (27.37%) NoSQL
2 105 (26.85%) Apache Cassandra
3 100 (25.58%) MongoDB
4 74 (18.93%) Big Data
5 56 (14.32%) MySQL
6 42 (10.74%) Hadoop
7 37 (9.46%) Redis
8 27 (6.91%) SQL Server
9 22 (5.63%) PostgreSQL
10 20 (5.12%) Couchbase
11 19 (4.86%) Amazon DynamoDB
11 19 (4.86%) Neo4j
12 18 (4.60%) Relational Database
13 16 (4.09%) HBase
14 12 (3.07%) Apache Hive
14 12 (3.07%) RDBMS
15 11 (2.81%) MemSQL
16 6 (1.53%) Amazon RDS
16 6 (1.53%) Amazon Redshift
16 6 (1.53%) DB2
Development Applications
1 74 (18.93%) Git (software)
2 72 (18.41%) Jenkins
3 68 (17.39%) Maven
4 38 (9.72%) JUnit
5 30 (7.67%) TeamCity
6 24 (6.14%) Gradle
7 16 (4.09%) JIRA
8 13 (3.32%) Jasmine
9 12 (3.07%) Cucumber
10 11 (2.81%) Gerrit
10 11 (2.81%) Subversion
11 10 (2.56%) Mockito
12 9 (2.30%) TestNG
13 7 (1.79%) Octopus Deploy
13 7 (1.79%) Selenium
14 6 (1.53%) Eclipse
15 4 (1.02%) Vagrant
15 4 (1.02%) Visual Studio
16 3 (0.77%) Bitbucket
16 3 (0.77%) WebDriver
General
1 92 (23.53%) Finance
2 55 (14.07%) Banking
3 31 (7.93%) Games
4 16 (4.09%) Investment Banking
5 14 (3.58%) Front Office
6 10 (2.56%) Telecoms
7 8 (2.05%) Back Office
8 6 (1.53%) Marketing
9 5 (1.28%) Financial Institution
10 4 (1.02%) Advertising
10 4 (1.02%) Retail
11 2 (0.51%) Electronics
11 2 (0.51%) Legal
11 2 (0.51%) Manufacturing
11 2 (0.51%) Music Industry
12 1 (0.26%) Pharmaceutical
Job Titles
1 268 (68.54%) Developer
2 145 (37.08%) Java Developer
3 130 (33.25%) Scala Developer
4 68 (17.39%) Senior Developer
5 48 (12.28%) Java Scala Developer
6 36 (9.21%) Software Engineer
7 34 (8.70%) Senior Java Developer
8 26 (6.65%) Senior Scala Developer
9 24 (6.14%) Agile Developer
10 23 (5.88%) Agile Java Developer
11 20 (5.12%) Architect
11 20 (5.12%) Scala Software Engineer
12 16 (4.09%) C# Developer
12 16 (4.09%) E-Commerce Developer
12 16 (4.09%) Java E-Commerce Developer
13 12 (3.07%) MongoDB Developer
14 11 (2.81%) AWS Developer
14 11 (2.81%) DevOps Administrator
14 11 (2.81%) Software Developer
14 11 (2.81%) Team Leader
Libraries, Frameworks & Software Standards
1 130 (33.25%) Play Framework
2 115 (29.41%) Spring
3 77 (19.69%) AngularJS
4 72 (18.41%) REST
5 64 (16.37%) Hibernate
5 64 (16.37%) React
6 62 (15.86%) HTML
7 55 (14.07%) Kafka
8 49 (12.53%) spray
9 45 (11.51%) Node.js
10 39 (9.97%) JSON
11 38 (9.72%) HTML5
11 38 (9.72%) Spring MVC
12 37 (9.46%) Web Services
13 34 (8.70%) CSS
14 31 (7.93%) RabbitMQ
15 28 (7.16%) Spring Boot
16 26 (6.65%) ActiveMQ
16 26 (6.65%) Lucene
17 23 (5.88%) Ajax
Miscellaneous
1 51 (13.04%) Greenfield Project
2 34 (8.70%) Computer Science
3 27 (6.91%) Fintech
4 24 (6.14%) Foreign Exchange (FX)
5 20 (5.12%) Analytical Skills
5 20 (5.12%) Mobile App
6 17 (4.35%) Algorithms
7 12 (3.07%) Data Structures
8 8 (2.05%) Hedge funds
8 8 (2.05%) Public Cloud
9 7 (1.79%) Derivative
10 6 (1.53%) Equities
10 6 (1.53%) User Experience
11 5 (1.28%) Fixed Income
12 4 (1.02%) Client/Server
12 4 (1.02%) Life Science
13 3 (0.77%) Internet of Things
13 3 (0.77%) Mobile Games
14 2 (0.51%) Enterprise Software
14 2 (0.51%) Virtual Team
Operating Systems
1 58 (14.83%) Linux
2 10 (2.56%) Unix
3 2 (0.51%) Mac OS X
4 1 (0.26%) Android
4 1 (0.26%) Apple iOS
4 1 (0.26%) CoreOS
Processes & Methodologies
1 232 (59.34%) Agile Software Development
2 164 (41.94%) TDD
3 97 (24.81%) Software Engineering
4 96 (24.55%) Microservices
5 66 (16.88%) BDD
5 66 (16.88%) Scrum
6 63 (16.11%) Functional Programming
7 57 (14.58%) OO
8 56 (14.32%) Multithreading
9 55 (14.07%) DevOps
10 51 (13.04%) Open Source
11 49 (12.53%) E-Commerce
12 47 (12.02%) Continuous Integration
13 44 (11.25%) MVC
14 33 (8.44%) Analytics
14 33 (8.44%) Continuous Delivery
15 32 (8.18%) Mentoring
16 30 (7.67%) OOP
17 23 (5.88%) SOLID
18 20 (5.12%) Machine Learning
Programming Languages
1 307 (78.52%) Scala
2 260 (66.50%) Java
3 90 (23.02%) JavaScript
4 68 (17.39%) SQL
5 52 (13.30%) Python
6 47 (12.02%) C#
7 24 (6.14%) F#
8 16 (4.09%) Groovy
8 16 (4.09%) Shell Script
9 13 (3.32%) C++
9 13 (3.32%) Clojure
9 13 (3.32%) Ruby
10 7 (1.79%) Bash Shell
10 7 (1.79%) ES6
10 7 (1.79%) TypeScript
11 6 (1.53%) PHP
12 5 (1.28%) Haskell
13 3 (0.77%) C
13 3 (0.77%) T-SQL
13 3 (0.77%) VB.NET
Qualifications
1 40 (10.23%) Degree
2 17 (4.35%) Computer Science Degree
3 10 (2.56%) Numerate Degree
4 3 (0.77%) IRCA
4 3 (0.77%) Master's Degree
5 1 (0.26%) PhD
5 1 (0.26%) Postgraduate
Quality Assurance & Compliance
1 9 (2.30%) MiFID
2 4 (1.02%) ISO 20022
3 3 (0.77%) QA
4 1 (0.26%) Basel III
4 1 (0.26%) Dodd-Frank
4 1 (0.26%) GCP
System Software
1 78 (19.95%) Docker
2 18 (4.60%) HDFS
3 3 (0.77%) Apache Flume
3 3 (0.77%) Apache ZooKeeper
Systems Management
1 28 (7.16%) Kubernetes
2 16 (4.09%) Opscode Chef
3 13 (3.32%) Puppet
4 5 (1.28%) Mesos
5 3 (0.77%) Ansible
5 3 (0.77%) Graphite
5 3 (0.77%) Hadoop YARN
5 3 (0.77%) Salt
6 2 (0.51%) Oozie
7 1 (0.26%) Grafana
7 1 (0.26%) Kibana
7 1 (0.26%) logstash
7 1 (0.26%) Marathon
7 1 (0.26%) Nagios
7 1 (0.26%) Terraform
Vendors
1 15 (3.84%) Google
2 10 (2.56%) Splunk
3 8 (2.05%) IBM
3 8 (2.05%) Microsoft
3 8 (2.05%) Oracle
4 7 (1.79%) FXall
4 7 (1.79%) Reuters
4 7 (1.79%) SAP
5 4 (1.02%) Rackspace
6 3 (0.77%) Actian
6 3 (0.77%) GigaSpaces
7 2 (0.51%) StreamBase
8 1 (0.26%) Adobe
8 1 (0.26%) Apigee
8 1 (0.26%) Hortonworks
8 1 (0.26%) hybris
8 1 (0.26%) Sybase
West London
Oliver Bernard
Salary: £50000 - £65000 per annum + Excellent Bonus & Benefits
Posted: 5 hours ago
London
UBS
Posted: 11 hours ago
Hammersmith And Fulham, London
Vantage Recruitment Solutions Limited
Posted: 18 hours ago
Potters Bar, Hertfordshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + be - shares, pens, health+
Posted: Yesterday
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £80000 - £100000 Per Annum Plus Excellent Benefits
Posted: Yesterday
Edinburgh, Midlothian
Search Consultancy
Posted: Yesterday
London
ARC IT Recruitment Ltd
Salary: £60000 - £80000 per annum + Bonus + Benefits
Posted: 4 days ago
London
Lab49
Posted: Yesterday
London
ARC IT Recruitment Ltd
Salary: £0.00 - £90000 per annum + Bonus + Benefits
Posted: 4 days ago
City, London
Oliver Bernard
Salary: £50000 - £60000 per annum + benefits & stocks
Posted: 5 days ago
Manchester, Lancashire
Digitech Resourcing Ltd
Salary: From £40,000 to £65,000 per annum
Posted: 5 days ago
London
Vantage Recruitment Solutions Ltd
Salary: From £70,000 to £75,000 per annum Annual Bonus 15%, Full Company Pensi
Posted: 5 days ago
East London
Freshtechit
Salary: From £50,000 to £70,000 per annum
Posted: 4 days ago
West London
Vantage Recruitment Solutions Ltd
Salary: From £50,000 to £75,000 per annum
Posted: 5 days ago
West London
Opus Resourcing Ltd
Salary: £65000 - £70000 per annum + Bens + Bonus to 10%
Posted: 6 days ago
City, London
Client Server
Salary: £45k to £60k + benefits
Posted: 5 days ago
London
Westbourne Partners
Salary: Up to £90,000 per annum
Posted: 4 days ago
London
Client Server
Salary: £45000 - £60000 per annum + benefits
Posted: 5 days ago
London
Client Server
Salary: £60000 - £75000 per annum + bonus + benefits
Posted: 8 days ago
Manchester
People Source Consulting
Salary: £40000 - £60000 per annum + bonus + benefits
Posted: 7 days ago
London
Hays London City Cheapside
Salary: £100000.00 - £120000.00 per annum + Bonus & Benefits
Posted: 15 days ago
London
Client Server
Salary: £40,000 to £50,000 + benefits
Posted: 13 days ago
London
Client Server
Salary: £65k to £80k + bonus + benefits
Posted: 15 days ago
West London
Client Server
Salary: £70000 - £85000 per annum + benefits
Posted: 8 days ago
London
Energon Global
Salary: £50000 - £65000.00 per annum + bonus + benefits
Posted: 21 days ago
London
Client Server
Salary: £65k to £80k + bonus + benefits
Posted: 22 days ago
Central London / West End
Trimble
Salary: Competitive plus excellent benefits
Posted: 21 days ago
London
Energon Global
Salary: £30 - £45 per annum + bonus + benefits
Posted: 21 days ago
Central London / West End
Reed Business Information Ltd
Salary: From £60,000 to £65,000 per annum + bonus & extensive benefits
Posted: 22 days ago