Period
to 20 August 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Haskell skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Haskell over the 6 months to 20 August 2017 with a comparison to the same period in the previous 2 years.

Haskell
UK
6 months to
20 Aug 2017
Same period 2016 Same period 2015
Rank 1000 1003 1106
Rank change year-on-year +3 +103 +113
Permanent jobs citing Haskell 177 265 183
As % of all permanent IT jobs advertised in the UK 0.10% 0.13% 0.084%
As % of the Programming Languages category 0.18% 0.26% 0.16%
Number of salaries quoted 152 247 159
UK median annual salary £70,000 £67,500 £70,000
Median salary % change year-on-year +3.70% -3.57% +12.00%
10th Percentile £36,250 £47,500 £43,750
90th Percentile £109,125 £95,000 £105,000
UK excluding London median annual salary £37,500 £60,000 £55,000
% change year-on-year -37.50% +9.09% +29.41%

Haskell is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for programming language skills.

Programming Language Skills
UK
Permanent job vacancies with a requirement for programming language skills 97646 103311 111035
As % of all permanent IT job vacancies advertised in the UK 55.58% 52.40% 51.20%
Number of salaries quoted 80814 89424 94539
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +3.45%
10th Percentile £28,750 £28,250 £27,500
90th Percentile £77,500 £75,000 £72,500
UK excluding London median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

Haskell
Job Vacancy Trend

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

Job vacancy trend for Haskell in the UK

Haskell
Salary Trend

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

Salary trend for Haskell in the UK

Haskell
Salary Histogram

The salary distribution of IT jobs citing Haskell over the 6 months to 20 August 2017.

Salary histogram for Haskell in the UK

Haskell
Top 12 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Haskell within the UK over the 6 months to 20 August 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 -3 175 £70,000 +3.70% 18
London -33 135 £72,500 +3.57% 12
UK excluding London +53 42 £37,500 -37.50% 6
North of England +16 29 £35,000 -39.13% 5
North West -5 21 £27,500 -52.17% 5
Yorkshire - 8 £37,500 -
West Midlands +16 6 £60,000 -2.04%
Midlands +12 6 £60,000 -2.04%
East of England - 3 £40,000 -
South West +3 2 £52,500 -25.00%
Wales +9 1 £70,000 +7.69%
Scotland - 1 - -

For the 6 months to 20 August 2017, IT jobs citing Haskell 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 Haskell.

1 117 (66.10%) Scala
2 102 (57.63%) Functional Programming
3 82 (46.33%) Agile Software Development
4 76 (42.94%) F#
5 73 (41.24%) Erlang
6 71 (40.11%) Java
7 70 (39.55%) C#
8 69 (38.98%) Software Engineering
9 62 (35.03%) Fintech
10 61 (34.46%) Finance
11 57 (32.20%) Python
12 56 (31.64%) Clojure
13 53 (29.94%) SQL
14 42 (23.73%) Open Source
15 40 (22.60%) Amazon AWS
15 40 (22.60%) .NET
16 39 (22.03%) OO
16 39 (22.03%) Big Data
17 38 (21.47%) C++
18 37 (20.90%) Blockchain
19 34 (19.21%) Analytics
20 33 (18.64%) Test Automation
21 32 (18.08%) Degree
21 32 (18.08%) NoSQL
22 31 (17.51%) Apache Spark
23 30 (16.95%) Go
23 30 (16.95%) OCaml
23 30 (16.95%) OOP
24 29 (16.38%) Hadoop
25 28 (15.82%) Computer Science

Haskell
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 31 (17.51%) Apache Spark
2 23 (12.99%) Apache
3 12 (6.78%) Ethereum
4 9 (5.08%) Hyperledger
5 4 (2.26%) Elasticsearch
6 2 (1.13%) IBM HTTP Server
6 2 (1.13%) NServiceBus
7 1 (0.56%) eris
7 1 (0.56%) IIS
7 1 (0.56%) WebSphere
Applications
1 2 (1.13%) Microsoft Excel
Business Applications
1 1 (0.56%) Odoo
Cloud Services
1 40 (22.60%) Amazon AWS
2 22 (12.43%) Microsoft Azure
3 20 (11.30%) Amazon EMR
4 14 (7.91%) GitHub
5 9 (5.08%) SaaS
6 8 (4.52%) Cloud Computing
7 1 (0.56%) IaaS
Communications & Networking
1 11 (6.21%) DSL
2 3 (1.69%) Internet
2 3 (1.69%) TCP/IP
3 1 (0.56%) AMQP
3 1 (0.56%) Fibre Channel
3 1 (0.56%) HTTP
3 1 (0.56%) iSCSI
3 1 (0.56%) SAN
Database & Business Intelligence
1 39 (22.03%) Big Data
2 37 (20.90%) Blockchain
3 32 (18.08%) NoSQL
4 29 (16.38%) Hadoop
5 20 (11.30%) Amazon Redshift
6 19 (10.73%) Relational Database
7 10 (5.65%) RDBMS
8 9 (5.08%) MongoDB
9 8 (4.52%) PostgreSQL
10 3 (1.69%) Apache Cassandra
10 3 (1.69%) MySQL
10 3 (1.69%) Riak
11 2 (1.13%) Apache Hive
11 2 (1.13%) Data Warehouse
11 2 (1.13%) Parquet
11 2 (1.13%) SQL Server
12 1 (0.56%) Couchbase
12 1 (0.56%) Redis
Development Applications
1 2 (1.13%) Git (software)
2 1 (0.56%) Cucumber
2 1 (0.56%) FitNesse
2 1 (0.56%) Jenkins
2 1 (0.56%) MSI
2 1 (0.56%) NuGet
2 1 (0.56%) Selenium
2 1 (0.56%) SpecFlow
2 1 (0.56%) Team Foundation Server
2 1 (0.56%) TeamCity
2 1 (0.56%) Vagrant
2 1 (0.56%) WiX
General
1 61 (34.46%) Finance
2 24 (13.56%) Financial Institution
3 17 (9.60%) Banking
4 15 (8.47%) Investment Banking
5 9 (5.08%) Publishing
6 7 (3.95%) Front Office
6 7 (3.95%) Marketing
7 5 (2.82%) Electronics
7 5 (2.82%) Manufacturing
7 5 (2.82%) Telecoms
8 2 (1.13%) Legal
9 1 (0.56%) Games
9 1 (0.56%) Welsh Language
Job Titles
1 111 (62.71%) Developer
2 34 (19.21%) C# Developer
3 33 (18.64%) Software Engineer
4 29 (16.38%) Java Developer
5 28 (15.82%) Programmer
6 27 (15.25%) Scala Developer
7 26 (14.69%) Software Developer
8 16 (9.04%) .NET Developer
9 14 (7.91%) Java Scala Developer
9 14 (7.91%) Junior
9 14 (7.91%) Junior C# Developer
9 14 (7.91%) Junior Developer
9 14 (7.91%) Scala Software Engineer
10 13 (7.34%) Apache Spark Developer
10 13 (7.34%) Java Engineer
10 13 (7.34%) Junior Java Developer
10 13 (7.34%) Python Developer
11 12 (6.78%) C++ Developer
12 11 (6.21%) C# Software Developer
12 11 (6.21%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 40 (22.60%) .NET
2 22 (12.43%) Web Services
3 21 (11.86%) HTML
4 20 (11.30%) CSS
5 13 (7.34%) Node.js
6 11 (6.21%) ASP.NET
6 11 (6.21%) HTML5
6 11 (6.21%) J2EE
6 11 (6.21%) RabbitMQ
6 11 (6.21%) REST
6 11 (6.21%) Scalaz
6 11 (6.21%) WebSockets
7 10 (5.65%) ASP.NET MVC
7 10 (5.65%) J2SE
7 10 (5.65%) React
8 9 (5.08%) Middleware
8 9 (5.08%) Smart Contracts
9 8 (4.52%) AngularJS
9 8 (4.52%) CSS3
9 8 (4.52%) Kafka
Miscellaneous
1 62 (35.03%) Fintech
2 28 (15.82%) Bitcoin
2 28 (15.82%) Computer Science
3 23 (12.99%) Data Structures
4 18 (10.17%) Digital Currency
5 16 (9.04%) Greenfield Project
6 14 (7.91%) Hedge funds
7 9 (5.08%) Client/Server
7 9 (5.08%) Enterprise Software
8 8 (4.52%) Algorithms
8 8 (4.52%) Derivative
8 8 (4.52%) Linux Command Line
9 5 (2.82%) NHS
9 5 (2.82%) N-Tier
10 2 (1.13%) Data Centre
11 1 (0.56%) Analytical Skills
11 1 (0.56%) PlayStation
11 1 (0.56%) Smart Energy
11 1 (0.56%) User Experience
11 1 (0.56%) Xbox
Operating Systems
1 28 (15.82%) Linux
2 3 (1.69%) Unix
3 2 (1.13%) Windows
4 1 (0.56%) Ubuntu
Processes & Methodologies
1 102 (57.63%) Functional Programming
2 82 (46.33%) Agile Software Development
3 69 (38.98%) Software Engineering
4 42 (23.73%) Open Source
5 39 (22.03%) OO
6 34 (19.21%) Analytics
7 33 (18.64%) Test Automation
8 30 (16.95%) OOP
9 24 (13.56%) Machine Learning
10 23 (12.99%) Continuous Integration
11 21 (11.86%) Mathematics
12 20 (11.30%) Data Acquisition
12 20 (11.30%) MapReduce
13 18 (10.17%) Cryptocurrency
13 18 (10.17%) Multithreading
14 17 (9.60%) Microservices
15 16 (9.04%) Scrum
16 14 (7.91%) DevOps
16 14 (7.91%) MVC
17 12 (6.78%) Risk Management
Programming Languages
1 117 (66.10%) Scala
2 76 (42.94%) F#
3 73 (41.24%) Erlang
4 71 (40.11%) Java
5 70 (39.55%) C#
6 57 (32.20%) Python
7 56 (31.64%) Clojure
8 53 (29.94%) SQL
9 38 (21.47%) C++
10 30 (16.95%) Go
10 30 (16.95%) OCaml
11 26 (14.69%) JavaScript
11 26 (14.69%) ML
12 25 (14.12%) Kotlin
13 17 (9.60%) Ruby
14 16 (9.04%) C
15 9 (5.08%) Rust
15 9 (5.08%) Solidity
16 4 (2.26%) Shell Script
17 3 (1.69%) Lisp
Qualifications
1 32 (18.08%) Degree
2 18 (10.17%) PhD
3 11 (6.21%) Computer Science Degree
Quality Assurance & Compliance
1 3 (1.69%) QA
System Software
1 13 (7.34%) Docker
2 2 (1.13%) HDFS
3 1 (0.56%) QEMU
3 1 (0.56%) Virtual Machines
3 1 (0.56%) Xen
3 1 (0.56%) XenServer
Systems Management
1 9 (5.08%) Ansible
1 9 (5.08%) Kubernetes
2 3 (1.69%) Mesos
3 2 (1.13%) Hadoop YARN
3 2 (1.13%) Opscode Chef
4 1 (0.56%) Cobbler
4 1 (0.56%) Puppet
Vendors
1 5 (2.82%) SAP
2 3 (1.69%) Microsoft
3 2 (1.13%) Bloomberg
3 2 (1.13%) Facebook
3 2 (1.13%) Palantir
4 1 (0.56%) Citrix
4 1 (0.56%) IBM
4 1 (0.56%) TIBCO