Period
to 24 September 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 24 September 2017 with a comparison to the same period in the previous 2 years.

Scalaz
UK
6 months to
24 Sep 2017
Same period 2016 Same period 2015
Rank 1145 1195 -
Rank change year-on-year +50 - +1357
Permanent jobs citing Scalaz 19 40 0
As % of all permanent IT jobs advertised in the UK 0.011% 0.021% -
As % of the Libraries, Frameworks & Software Standards category 0.027% 0.053% -
Number of salaries quoted 11 30 0
UK median annual salary £82,500 £63,750 -
Median salary % change year-on-year +29.41% - -
UK excluding London median annual salary - £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 70109 74921 83496
As % of all permanent IT jobs advertised in the UK 40.21% 38.87% 37.89%
Number of salaries quoted 58041 65025 71540
UK median annual salary £48,000 £47,500 £45,000
Median salary % change year-on-year +1.05% +5.56% +2.27%
10th Percentile £29,000 £28,750 £27,500
90th Percentile £77,500 £75,000 £72,500
UK excluding London median annual salary £42,500 £41,500 £40,000
% change year-on-year +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 24 September 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 24 September 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 +24 19 £82,500 +29.41%
London 0 18 £83,750 +34.00%

For the 6 months to 24 September 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 19 (100.00%) Scala
2 17 (89.47%) Functional Programming
3 16 (84.21%) Big Data
4 11 (57.89%) Haskell
5 10 (52.63%) OCaml
5 10 (52.63%) F#
5 10 (52.63%) DSL
5 10 (52.63%) Python
5 10 (52.63%) Fintech
5 10 (52.63%) ML
6 7 (36.84%) Finance
7 6 (31.58%) AngularJS
7 6 (31.58%) Amazon AWS
7 6 (31.58%) Analytical Skills
7 6 (31.58%) Greenfield Project
7 6 (31.58%) Apache Spark
8 5 (26.32%) Apache Camel
8 5 (26.32%) SaaS
8 5 (26.32%) REST
8 5 (26.32%) Risk Management
8 5 (26.32%) Web Services
9 3 (15.79%) Akka
9 3 (15.79%) DevOps
10 2 (10.53%) Facebook
10 2 (10.53%) Palantir
10 2 (10.53%) Bloomberg
10 2 (10.53%) Linux
10 2 (10.53%) Mathematics
10 2 (10.53%) IBM HTTP Server
11 1 (5.26%) Computer Science Degree

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 (31.58%) Apache Spark
2 2 (10.53%) IBM HTTP Server
3 1 (5.26%) Apache
3 1 (5.26%) Jetty
Cloud Services
1 6 (31.58%) Amazon AWS
2 5 (26.32%) SaaS
3 1 (5.26%) PaaS
Communications & Networking
1 10 (52.63%) DSL
Database & Business Intelligence
1 16 (84.21%) Big Data
2 1 (5.26%) Apache Hive
2 1 (5.26%) Data Warehouse
2 1 (5.26%) Hadoop
2 1 (5.26%) Parquet
2 1 (5.26%) Relational Database
Development Applications
1 1 (5.26%) Eclipse
1 1 (5.26%) FindBugs
1 1 (5.26%) Git (software)
1 1 (5.26%) Jenkins
1 1 (5.26%) JIRA
1 1 (5.26%) Maven
1 1 (5.26%) SonarQube
1 1 (5.26%) Vagrant
General
1 7 (36.84%) Finance
Job Titles
1 12 (63.16%) Developer
1 12 (63.16%) Scala Developer
2 7 (36.84%) Programmer
3 4 (21.05%) Senior Developer
3 4 (21.05%) Senior Scala Developer
4 3 (15.79%) Big Data Developer
4 3 (15.79%) Senior Big Data Developer
5 2 (10.53%) Architect
5 2 (10.53%) AWS DevOps
5 2 (10.53%) AWS DevOps Engineer
5 2 (10.53%) AWS Engineer
5 2 (10.53%) Cloud Engineer
5 2 (10.53%) DevOps Engineer
5 2 (10.53%) Senior Architect
5 2 (10.53%) Senior Cloud Engineer
5 2 (10.53%) Senior DevOps
5 2 (10.53%) Senior DevOps Engineer
6 1 (5.26%) JavaScript Developer
6 1 (5.26%) Software Developer
Libraries, Frameworks & Software Standards
1 6 (31.58%) AngularJS
2 5 (26.32%) Apache Camel
2 5 (26.32%) REST
2 5 (26.32%) Web Services
3 3 (15.79%) Akka
4 1 (5.26%) Apache Avro
4 1 (5.26%) Protocol Buffers
Miscellaneous
1 10 (52.63%) Fintech
2 6 (31.58%) Analytical Skills
2 6 (31.58%) Greenfield Project
3 1 (5.26%) Algorithms
3 1 (5.26%) Computer Science
Operating Systems
1 2 (10.53%) Linux
2 1 (5.26%) Unix
Processes & Methodologies
1 17 (89.47%) Functional Programming
2 5 (26.32%) Risk Management
3 3 (15.79%) DevOps
4 2 (10.53%) Mathematics
5 1 (5.26%) Agile Software Development
5 1 (5.26%) BPEL
5 1 (5.26%) Machine Learning
5 1 (5.26%) OO
5 1 (5.26%) Open Source
5 1 (5.26%) Re-Platforming
5 1 (5.26%) SOA
5 1 (5.26%) TDD
Programming Languages
1 19 (100.00%) Scala
2 11 (57.89%) Haskell
3 10 (52.63%) F#
3 10 (52.63%) ML
3 10 (52.63%) OCaml
3 10 (52.63%) Python
4 1 (5.26%) Clojure
4 1 (5.26%) JavaScript
4 1 (5.26%) Shell Script
4 1 (5.26%) SQL
Qualifications
1 1 (5.26%) Computer Science Degree
1 1 (5.26%) Degree
System Software
1 1 (5.26%) Docker
1 1 (5.26%) HDFS
Systems Management
1 1 (5.26%) Hadoop YARN
1 1 (5.26%) Mesos
1 1 (5.26%) Opscode Chef
Vendors
1 2 (10.53%) Bloomberg
1 2 (10.53%) Facebook
1 2 (10.53%) Palantir
2 1 (5.26%) Oracle