The following table provides summary statistics for permanent job vacancies with a requirement for Scalaz skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Scalaz over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Scalaz
UK
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 839 943 -
Rank change year-on-year +104 -  
Permanent jobs citing Scalaz 13 7 0
As % of all permanent IT jobs advertised in the UK 0.015% 0.007% -
As % of the Libraries, Frameworks & Software Standards category 0.038% 0.017% -
Number of salaries quoted 5 3 0
Median salary £70,000 £60,000 -
Median salary % change year-on-year +16.66% -  
UK excluding London median salary £70,000 - -

Scalaz 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 34386 40026 40349
As % of all permanent IT job vacancies advertised in the UK 40.26% 38.34% 37.68%
Number of salaries quoted 29348 34495 34277
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £31,500 £30,500 £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%  

Scalaz
Job Vacancy Trend

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

Job vacancy trend for Scalaz in the UK

Scalaz
Salary Trend

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

Salary trend for Scalaz in the UK

Scalaz
Salary Histogram

The salary distribution of IT jobs citing Scalaz over the 3 months to 29 March 2017.

Salary histogram for Scalaz in the UK

Scalaz
Top 2 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scalaz within the UK over the 3 months to 29 March 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 +76 9 £200,000 +233.33% 2
London +68 9 £200,000 +233.33% 2

For the 6 months to 29 March 2017, IT jobs citing Scalaz 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 Scalaz.

1 26 (100.00%) Scala
2 19 (73.08%) Akka
3 17 (65.38%) Agile Software Development
4 12 (46.15%) HTTP
4 12 (46.15%) REST
5 11 (42.31%) Functional Programming
5 11 (42.31%) Microservices
6 9 (34.62%) MySQL
6 9 (34.62%) Python
6 9 (34.62%) PostgreSQL
7 8 (30.77%) Big Data
8 7 (26.92%) Big Data Analytics
8 7 (26.92%) Data Analytics
8 7 (26.92%) GitHub
8 7 (26.92%) AngularJS
8 7 (26.92%) Analytics
8 7 (26.92%) Portfolio Management
8 7 (26.92%) Jenkins
8 7 (26.92%) Apache Spark
8 7 (26.92%) Data Structures
8 7 (26.92%) Play Framework
8 7 (26.92%) Scalatra
8 7 (26.92%) DevOps
8 7 (26.92%) Finance
8 7 (26.92%) Vagrant
8 7 (26.92%) Fintech
8 7 (26.92%) ML
8 7 (26.92%) TDD
8 7 (26.92%) MS Excel
8 7 (26.92%) Linux

Scalaz
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 7 (26.92%) Apache Spark
2 5 (19.23%) Elasticsearch
Applications
1 7 (26.92%) MS Excel
Cloud Services
1 7 (26.92%) Amazon AWS
1 7 (26.92%) Cloud Computing
1 7 (26.92%) GitHub
Communications & Networking
1 12 (46.15%) HTTP
2 7 (26.92%) DSL
Database & Business Intelligence
1 9 (34.62%) MySQL
1 9 (34.62%) PostgreSQL
2 8 (30.77%) Big Data
3 7 (26.92%) NoSQL
4 5 (19.23%) MongoDB
Development Applications
1 7 (26.92%) Git (software)
1 7 (26.92%) Jenkins
1 7 (26.92%) Vagrant
General
1 7 (26.92%) Finance
Job Titles
1 22 (84.62%) Developer
1 22 (84.62%) Scala Developer
2 5 (19.23%) Agile Developer
2 5 (19.23%) Java Developer
2 5 (19.23%) Java Scala Developer
3 4 (15.38%) Programmer
4 2 (7.69%) MongoDB Developer
4 2 (7.69%) Python Developer
5 1 (3.85%) AWS Developer
5 1 (3.85%) Elasticsearch Developer
5 1 (3.85%) Lead Programmer
5 1 (3.85%) Senior Developer
5 1 (3.85%) Senior Java Developer
5 1 (3.85%) Senior Java Scala Developer
5 1 (3.85%) Senior Scala Developer
Libraries, Frameworks & Software Standards
1 19 (73.08%) Akka
2 12 (46.15%) REST
3 7 (26.92%) AngularJS
3 7 (26.92%) Play Framework
3 7 (26.92%) RabbitMQ
3 7 (26.92%) Scalatra
4 5 (19.23%) ActiveMQ
4 5 (19.23%) JMS
4 5 (19.23%) JSON
Miscellaneous
1 7 (26.92%) Computer Science
1 7 (26.92%) Data Structures
1 7 (26.92%) Fintech
2 2 (7.69%) Algorithms
Operating Systems
1 7 (26.92%) Linux
Processes & Methodologies
1 17 (65.38%) Agile Software Development
2 11 (42.31%) Functional Programming
2 11 (42.31%) Microservices
3 7 (26.92%) Analytics
3 7 (26.92%) Big Data Analytics
3 7 (26.92%) Data Analytics
3 7 (26.92%) DevOps
3 7 (26.92%) Kanban
3 7 (26.92%) Mathematics
3 7 (26.92%) Portfolio Management
3 7 (26.92%) Statistics
3 7 (26.92%) TDD
4 2 (7.69%) Domain-Driven Design
Programming Languages
1 26 (100.00%) Scala
2 9 (34.62%) Python
3 7 (26.92%) F#
3 7 (26.92%) Haskell
3 7 (26.92%) ML
3 7 (26.92%) OCaml
4 5 (19.23%) Java
5 2 (7.69%) Clojure
Qualifications
1 7 (26.92%) Degree
Systems Management
1 7 (26.92%) Puppet