Period
to 21 July 2017

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

Scalaz
UK
6 months to
21 Jul 2017
Same period 2016 Same period 2015
Rank 1166 1253 -
Rank change year-on-year +87 - +1323
Permanent jobs citing Scalaz 26 28 0
As % of all permanent IT jobs advertised in the UK 0.015% 0.014% -
As % of the Libraries, Frameworks & Software Standards category 0.036% 0.036% -
Number of salaries quoted 12 19 0
UK median annual salary £82,500 £55,000 -
Median salary % change year-on-year +50.00% - -
UK excluding London median annual 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 72216 78683 83940
As % of all permanent IT job vacancies advertised in the UK 40.47% 38.81% 37.86%
Number of salaries quoted 60585 68148 71454
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +4.25%
10th Percentile £28,750 £28,750 £27,500
90th Percentile £77,500 £75,000 £72,500
UK excluding London median annual salary £42,500 £41,000 £40,000
% change year-on-year +3.66% +2.50% -

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 21 July 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 6 months to 21 July 2017. 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 +76 25 £82,500 +50.00%
London +58 24 £83,750 +52.27%

For the 6 months to 21 July 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%) Functional Programming
3 17 (65.38%) Fintech
3 17 (65.38%) ML
3 17 (65.38%) OCaml
3 17 (65.38%) F#
3 17 (65.38%) Big Data
3 17 (65.38%) Python
3 17 (65.38%) DSL
3 17 (65.38%) Haskell
4 7 (26.92%) Finance
4 7 (26.92%) Greenfield Project
5 6 (23.08%) Analytical Skills
5 6 (23.08%) Apache Spark
5 6 (23.08%) AngularJS
5 6 (23.08%) REST
5 6 (23.08%) Amazon AWS
6 5 (19.23%) SaaS
6 5 (19.23%) Apache Camel
6 5 (19.23%) Risk Management
6 5 (19.23%) Web Services
7 3 (11.54%) Akka
7 3 (11.54%) DevOps
8 2 (7.69%) Clojure
8 2 (7.69%) Palantir
8 2 (7.69%) Bloomberg
8 2 (7.69%) Facebook
8 2 (7.69%) Linux
8 2 (7.69%) IBM HTTP Server
8 2 (7.69%) Mathematics

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 6 (23.08%) Apache Spark
2 2 (7.69%) IBM HTTP Server
3 1 (3.85%) Apache
3 1 (3.85%) Elasticsearch
3 1 (3.85%) Jetty
Cloud Services
1 6 (23.08%) Amazon AWS
2 5 (19.23%) SaaS
3 1 (3.85%) PaaS
Communications & Networking
1 17 (65.38%) DSL
2 1 (3.85%) HTTP
Database & Business Intelligence
1 17 (65.38%) Big Data
2 1 (3.85%) Apache Hive
2 1 (3.85%) Data Warehouse
2 1 (3.85%) Hadoop
2 1 (3.85%) MongoDB
2 1 (3.85%) Parquet
2 1 (3.85%) Relational Database
Development Applications
1 1 (3.85%) Eclipse
1 1 (3.85%) FindBugs
1 1 (3.85%) Git (software)
1 1 (3.85%) Jenkins
1 1 (3.85%) JIRA
1 1 (3.85%) Maven
1 1 (3.85%) SonarQube
1 1 (3.85%) Vagrant
General
1 7 (26.92%) Finance
Job Titles
1 16 (61.54%) Developer
1 16 (61.54%) Scala Developer
2 11 (42.31%) Programmer
3 4 (15.38%) Senior Developer
3 4 (15.38%) Senior Scala Developer
4 3 (11.54%) Big Data Developer
4 3 (11.54%) Senior Big Data Developer
5 2 (7.69%) AWS DevOps
5 2 (7.69%) AWS DevOps Engineer
5 2 (7.69%) AWS Engineer
5 2 (7.69%) Cloud Engineer
5 2 (7.69%) DevOps Engineer
5 2 (7.69%) Senior Cloud Engineer
5 2 (7.69%) Senior DevOps
5 2 (7.69%) Senior DevOps Engineer
6 1 (3.85%) Java Scala Developer
6 1 (3.85%) JavaScript Developer
6 1 (3.85%) Lead Programmer
6 1 (3.85%) MongoDB Developer
6 1 (3.85%) Senior Architect
Libraries, Frameworks & Software Standards
1 6 (23.08%) AngularJS
1 6 (23.08%) REST
2 5 (19.23%) Apache Camel
2 5 (19.23%) Web Services
3 3 (11.54%) Akka
4 1 (3.85%) ActiveMQ
4 1 (3.85%) Apache Avro
4 1 (3.85%) JMS
4 1 (3.85%) JSON
4 1 (3.85%) Protocol Buffers
Miscellaneous
1 17 (65.38%) Fintech
2 7 (26.92%) Greenfield Project
3 6 (23.08%) Analytical Skills
4 1 (3.85%) Algorithms
4 1 (3.85%) Computer Science
Operating Systems
1 2 (7.69%) Linux
2 1 (3.85%) Unix
Processes & Methodologies
1 19 (73.08%) Functional Programming
2 5 (19.23%) Risk Management
3 3 (11.54%) DevOps
4 2 (7.69%) Agile Software Development
4 2 (7.69%) Mathematics
5 1 (3.85%) BPEL
5 1 (3.85%) Microservices
5 1 (3.85%) OO
5 1 (3.85%) Open Source
5 1 (3.85%) Re-Platforming
5 1 (3.85%) SOA
5 1 (3.85%) TDD
Programming Languages
1 26 (100.00%) Scala
2 17 (65.38%) F#
2 17 (65.38%) Haskell
2 17 (65.38%) ML
2 17 (65.38%) OCaml
2 17 (65.38%) Python
3 2 (7.69%) Clojure
4 1 (3.85%) Java
4 1 (3.85%) JavaScript
4 1 (3.85%) Shell Script
4 1 (3.85%) SQL
Qualifications
1 1 (3.85%) Computer Science Degree
1 1 (3.85%) Degree
System Software
1 1 (3.85%) Docker
1 1 (3.85%) HDFS
Systems Management
1 1 (3.85%) Hadoop YARN
1 1 (3.85%) Mesos
1 1 (3.85%) Opscode Chef
Vendors
1 2 (7.69%) Bloomberg
1 2 (7.69%) Facebook
1 2 (7.69%) Palantir
2 1 (3.85%) Oracle