Period
to 17 January 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 17 January 2018 with a comparison to the same period in the previous 2 years.

Scalaz
UK
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 1149 1137 1281
Rank change year-on-year -12 +144 -
Permanent jobs citing Scalaz 8 36 2
As % of all permanent IT jobs advertised in the UK 0.005% 0.020% 0.001%
As % of the Libraries, Frameworks & Software Standards category 0.011% 0.052% 0.003%
Number of salaries quoted 7 26 0
UK median annual salary £90,000 £75,000 -
Median salary % change year-on-year +20.00% - -
UK excluding London median annual salary - - -

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 69,892 69,631 78,117
As % of all permanent IT jobs advertised in the UK 40.35% 39.15% 38.01%
Number of salaries quoted 58,556 60,224 67,125
UK median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% +0.00%
10th Percentile £30,000 £28,750 £27,750
90th Percentile £77,500 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

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 17 January 2018.

Salary histogram for Scalaz in the UK

Scalaz
Top 4 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 17 January 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
London -8 7 £90,000 +20.00% 1
England -20 7 £90,000 +20.00% 1
Scotland - 1 - -
UK excluding London - 1 - -

For the 6 months to 17 January 2018, 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 7 (87.50%) Scala
1 7 (87.50%) Functional Programming
2 5 (62.50%) Akka
3 3 (37.50%) Data Structures
3 3 (37.50%) Linux
3 3 (37.50%) SOA
3 3 (37.50%) Software Engineering
3 3 (37.50%) Degree
3 3 (37.50%) Computer Science
3 3 (37.50%) Haskell
3 3 (37.50%) Fintech
4 2 (25.00%) Continuous Deployment
4 2 (25.00%) ML
4 2 (25.00%) Computer Science Degree
4 2 (25.00%) Serverless
4 2 (25.00%) IaaS
4 2 (25.00%) Analytics
4 2 (25.00%) Palantir
4 2 (25.00%) Parquet
4 2 (25.00%) Re-Platforming
4 2 (25.00%) AWS Lambda
4 2 (25.00%) Web Services
4 2 (25.00%) JIRA
4 2 (25.00%) Marketing
4 2 (25.00%) BPEL
4 2 (25.00%) Maven
4 2 (25.00%) Scrum
4 2 (25.00%) IBM HTTP Server
4 2 (25.00%) Agile Software Development
4 2 (25.00%) TDD

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 2 (25.00%) Apache
1 2 (25.00%) Apache Spark
1 2 (25.00%) IBM HTTP Server
Cloud Services
1 2 (25.00%) Amazon AWS
1 2 (25.00%) AWS Lambda
1 2 (25.00%) IaaS
1 2 (25.00%) PaaS
1 2 (25.00%) Serverless
Communications & Networking
1 2 (25.00%) DSL
Database & Business Intelligence
1 2 (25.00%) Apache Hive
1 2 (25.00%) Big Data
1 2 (25.00%) Data Warehouse
1 2 (25.00%) Hadoop
1 2 (25.00%) Parquet
1 2 (25.00%) Relational Database
2 1 (12.50%) MySQL
Development Applications
1 2 (25.00%) Eclipse
1 2 (25.00%) FindBugs
1 2 (25.00%) Git (software)
1 2 (25.00%) Jenkins
1 2 (25.00%) JIRA
1 2 (25.00%) Maven
1 2 (25.00%) SonarQube
1 2 (25.00%) Vagrant
General
1 2 (25.00%) Marketing
2 1 (12.50%) Banking
2 1 (12.50%) Investment Banking
2 1 (12.50%) Law
Job Titles
1 3 (37.50%) Architect
1 3 (37.50%) Developer
1 3 (37.50%) Scala Developer
2 2 (25.00%) Programmer
3 1 (12.50%) Senior Architect
3 1 (12.50%) Senior Developer
3 1 (12.50%) Senior Scala Developer
Libraries, Frameworks & Software Standards
1 5 (62.50%) Akka
2 2 (25.00%) Apache Avro
2 2 (25.00%) Middleware
2 2 (25.00%) Protocol Buffers
2 2 (25.00%) Web Services
3 1 (12.50%) AngularJS
Miscellaneous
1 3 (37.50%) Computer Science
1 3 (37.50%) Data Structures
1 3 (37.50%) Fintech
2 2 (25.00%) Algorithms
Operating Systems
1 3 (37.50%) Linux
Processes & Methodologies
1 7 (87.50%) Functional Programming
2 3 (37.50%) SOA
2 3 (37.50%) Software Engineering
3 2 (25.00%) Agile Software Development
3 2 (25.00%) Analytics
3 2 (25.00%) BPEL
3 2 (25.00%) Continuous Deployment
3 2 (25.00%) DevOps
3 2 (25.00%) OO
3 2 (25.00%) OOD
3 2 (25.00%) Open Source
3 2 (25.00%) Re-Platforming
3 2 (25.00%) Scrum
3 2 (25.00%) Static Code Analysis
3 2 (25.00%) TDD
3 2 (25.00%) Test Automation
4 1 (12.50%) Continuous Integration
4 1 (12.50%) Kanban
4 1 (12.50%) Machine Learning
4 1 (12.50%) Wealth Management
Programming Languages
1 7 (87.50%) Scala
2 3 (37.50%) Haskell
3 2 (25.00%) F#
3 2 (25.00%) ML
3 2 (25.00%) OCaml
3 2 (25.00%) Python
3 2 (25.00%) Shell Script
3 2 (25.00%) SQL
4 1 (12.50%) Clojure
4 1 (12.50%) Java
4 1 (12.50%) JavaScript
Qualifications
1 3 (37.50%) Degree
2 2 (25.00%) Computer Science Degree
System Software
1 2 (25.00%) Docker
1 2 (25.00%) HDFS
Systems Management
1 2 (25.00%) Hadoop YARN
1 2 (25.00%) Mesos
1 2 (25.00%) Opscode Chef
Vendors
1 2 (25.00%) Bloomberg
1 2 (25.00%) Facebook
1 2 (25.00%) Palantir