Period
to 23 July 2018

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 6 months to 23 July 2018 with a comparison to the same period in the previous 2 years.

Scalaz
UK
6 months to
23 Jul 2018
Same period 2017 Same period 2016
Rank 1179 1175 1253
Rank change year-on-year -4 +78 -
Permanent jobs citing Scalaz 10 25 28
As % of all permanent IT jobs advertised in the UK 0.006% 0.014% 0.014%
As % of the Libraries, Frameworks & Software Standards category 0.014% 0.035% 0.035%
Number of salaries quoted 6 11 19
UK median annual salary £50,000 £82,500 £55,000
Median salary % change year-on-year -39.39% +50.00% -
10th Percentile £42,500 £68,750 £31,250
90th Percentile £88,125 £155,000 £90,750
UK excluding London median annual salary £40,000 - £70,000

Scalaz is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
UK
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 70,300 72,142 78,903
As % of all permanent IT jobs advertised in the UK 40.59% 40.62% 38.98%
Number of salaries quoted 58,548 60,399 68,310
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £28,750 £28,750
90th Percentile £80,000 £77,500 £75,000
UK excluding London median annual salary £45,000 £42,500 £41,500
% change year-on-year +5.88% +2.41% +3.75%

Scalaz
Job Vacancy Trend

Job postings citing Scalaz as a percentage of all IT jobs advertised.

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 6 months to 23 July 2018.

Salary histogram for Scalaz in the UK

Scalaz
Top 6 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 6 months to 23 July 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +15 10 £50,000 -39.39% 1
London -14 8 £50,000 -40.30% 1
UK excluding London - 2 £40,000 -
North of England - 1 £40,000 -
North East - 1 £40,000 -
South West - 1 - -

For the 6 months to 23 July 2018, IT jobs citing Scalaz also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Scalaz.

1 9 (90.00%) Scala
2 8 (80.00%) Agile Software Development
2 8 (80.00%) Functional Programming
3 6 (60.00%) Akka
4 5 (50.00%) TDD
5 4 (40.00%) Microservices
6 3 (30.00%) Apache Spark
6 3 (30.00%) Play Framework
6 3 (30.00%) Continuous Delivery
6 3 (30.00%) Finance
6 3 (30.00%) MySQL
6 3 (30.00%) SQL Server
6 3 (30.00%) Open Source
6 3 (30.00%) Redis
6 3 (30.00%) Kafka
6 3 (30.00%) GitHub
6 3 (30.00%) Haskell
6 3 (30.00%) Continuous Integration
7 2 (20.00%) Kanban
7 2 (20.00%) OCaml
7 2 (20.00%) F#
7 2 (20.00%) Amazon AWS
7 2 (20.00%) Test Automation
7 2 (20.00%) Banking
7 2 (20.00%) Retail
7 2 (20.00%) Degree
7 2 (20.00%) SQL
7 2 (20.00%) Blog
7 2 (20.00%) Analytics
7 2 (20.00%) BDD

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 3 (30.00%) Apache Spark
2 2 (20.00%) Elasticsearch
Cloud Services
1 3 (30.00%) GitHub
2 2 (20.00%) Amazon AWS
2 2 (20.00%) AWS CloudFormation
2 2 (20.00%) Google Cloud Platform
2 2 (20.00%) Slack
3 1 (10.00%) Serverless
Communications & Networking
1 2 (20.00%) DSL
1 2 (20.00%) HTTP
Database & Business Intelligence
1 3 (30.00%) MySQL
1 3 (30.00%) Redis
1 3 (30.00%) SQL Server
2 2 (20.00%) InfluxDB
2 2 (20.00%) MongoDB
2 2 (20.00%) PostgreSQL
3 1 (10.00%) DB2
3 1 (10.00%) NoSQL
3 1 (10.00%) RDBMS
3 1 (10.00%) Relational Database
Development Applications
1 2 (20.00%) CircleCI
1 2 (20.00%) Gatling
1 2 (20.00%) GoCD
2 1 (10.00%) Ant
2 1 (10.00%) Apache Ivy
2 1 (10.00%) Git (software)
2 1 (10.00%) Gradle
2 1 (10.00%) Jenkins
2 1 (10.00%) Subversion
2 1 (10.00%) Team Foundation Server
General
1 3 (30.00%) Finance
2 2 (20.00%) Banking
2 2 (20.00%) Games
2 2 (20.00%) Retail
Job Titles
1 7 (70.00%) Developer
1 7 (70.00%) Scala Developer
2 2 (20.00%) F# Developer
2 2 (20.00%) Graduate
2 2 (20.00%) Graduate Developer
2 2 (20.00%) Haskell Developer
2 2 (20.00%) Haskell Programmer
2 2 (20.00%) Junior
2 2 (20.00%) Junior Developer
2 2 (20.00%) OCaml Developer
2 2 (20.00%) OCaml Programmer
2 2 (20.00%) Programmer
2 2 (20.00%) Senior Developer
2 2 (20.00%) Senior Scala Developer
Libraries, Frameworks & Software Standards
1 6 (60.00%) Akka
2 3 (30.00%) Kafka
2 3 (30.00%) Play Framework
3 2 (20.00%) Apache Avro
3 2 (20.00%) Lambda Expressions
4 1 (10.00%) CSS
4 1 (10.00%) HTML
4 1 (10.00%) JAXB
4 1 (10.00%) JSON
4 1 (10.00%) React
4 1 (10.00%) REST
4 1 (10.00%) RESTful
4 1 (10.00%) spray
4 1 (10.00%) Web Services
4 1 (10.00%) XML
4 1 (10.00%) XSLT
Miscellaneous
1 2 (20.00%) Blog
1 2 (20.00%) Fintech
1 2 (20.00%) Greenfield Project
2 1 (10.00%) Linux Command Line
Operating Systems
1 2 (20.00%) Unix
2 1 (10.00%) Linux
Processes & Methodologies
1 8 (80.00%) Agile Software Development
1 8 (80.00%) Functional Programming
2 5 (50.00%) TDD
3 4 (40.00%) Microservices
4 3 (30.00%) Continuous Delivery
4 3 (30.00%) Continuous Integration
4 3 (30.00%) Open Source
5 2 (20.00%) Analytics
5 2 (20.00%) BDD
5 2 (20.00%) Domain Models
5 2 (20.00%) Kanban
5 2 (20.00%) Mentoring
5 2 (20.00%) Scrum
5 2 (20.00%) Test Automation
6 1 (10.00%) DevOps
6 1 (10.00%) OOP
6 1 (10.00%) Pair Programming
6 1 (10.00%) Scrum-ban
6 1 (10.00%) Software Engineering
6 1 (10.00%) SOLID
Programming Languages
1 9 (90.00%) Scala
2 3 (30.00%) Haskell
3 2 (20.00%) F#
3 2 (20.00%) Java
3 2 (20.00%) Java 8
3 2 (20.00%) Lisp
3 2 (20.00%) OCaml
3 2 (20.00%) SQL
4 1 (10.00%) C#
4 1 (10.00%) C++
4 1 (10.00%) Clojure
4 1 (10.00%) JavaScript
4 1 (10.00%) Python
Qualifications
1 2 (20.00%) Degree
Quality Assurance & Compliance
1 2 (20.00%) GCP
System Software
1 2 (20.00%) Docker
Systems Management
1 2 (20.00%) Grafana
1 2 (20.00%) Kubernetes
1 2 (20.00%) Terraform
Vendors
1 1 (10.00%) Oracle
1 1 (10.00%) Sybase