Period
to 20 January 2019

The table below looks at the prevalence of the term Algorithms in permanent job vacancies advertised in Yorkshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Algorithms over the 6 months to 20 January 2019 with a comparison to the same period over the previous 2 years.

Algorithms
England > Yorkshire
6 months to
20 Jan 2019
Same period 2018 Same period 2017
Rank 240 247 228
Rank change year-on-year +7 -19 +86
Permanent jobs citing Algorithms 32 56 95
As % of all permanent IT jobs advertised in Yorkshire 0.44% 0.58% 0.88%
As % of the Miscellaneous category 1.18% 1.80% 2.80%
Number of salaries quoted 23 51 99
Yorkshire median annual salary £55,000 £55,000 £55,000
10th Percentile £26,750 £31,250 £32,500
90th Percentile £60,000 £60,000 £60,000
England median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% -

Algorithms is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for generic IT skills.

All Generic IT Skills
Yorkshire
Permanent vacancies with a requirement for generic IT skills 2,704 3,118 3,393
As % of all permanent IT jobs advertised in Yorkshire 36.86% 32.40% 31.31%
Number of salaries quoted 2,058 2,554 2,819
Yorkshire median annual salary £42,500 £42,000 £40,000
Median salary % change year-on-year +1.19% +5.00% -
10th Percentile £25,750 £26,250 £24,750
90th Percentile £60,000 £61,250 £62,500
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -

Algorithms
Job Vacancy Trend in Yorkshire

Job postings citing Algorithms as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Algorithms in Yorkshire

Algorithms
Salary Trend in Yorkshire

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

Salary trend for Algorithms in Yorkshire

Algorithms
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Algorithms in Yorkshire over the 6 months to 20 January 2019.

Salary histogram for Algorithms in Yorkshire

Algorithms
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Algorithms within the Yorkshire region over the 6 months to 20 January 2019. 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
South Yorkshire +15 18 £60,000 +66.67% 2
North Yorkshire +1 9 £32,500 -13.33% 3
West Yorkshire -15 5 £55,000 -8.33% 4
Algorithms
England

For the 6 months to 20 January 2019, IT jobs citing Algorithms 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 across the Yorkshire region with a requirement for Algorithms.

1 25 (78.13%) Python
1 25 (78.13%) Machine Learning
2 16 (50.00%) C++
2 16 (50.00%) QA
3 15 (46.88%) Linux
3 15 (46.88%) PostgreSQL
3 15 (46.88%) Decision-Making
4 13 (40.63%) PhD
4 13 (40.63%) JavaScript
4 13 (40.63%) Amazon AWS
4 13 (40.63%) Node.js
5 12 (37.50%) Amazon S3
5 12 (37.50%) CloudFront
5 12 (37.50%) GitHub
5 12 (37.50%) Hazelcast
5 12 (37.50%) Infrastructure Management
5 12 (37.50%) Anomaly Detection
5 12 (37.50%) TypeScript
5 12 (37.50%) Relational Database
5 12 (37.50%) GitLab
5 12 (37.50%) Skype
5 12 (37.50%) Elastic Stack
5 12 (37.50%) Terraform
5 12 (37.50%) CircleCI
5 12 (37.50%) Consul
5 12 (37.50%) Vue.js
5 12 (37.50%) Linux Command Line
5 12 (37.50%) Prometheus
5 12 (37.50%) Collaborative Working
5 12 (37.50%) Games

Algorithms
Co-occurring IT Skills in Yorkshire 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 (6.25%) Elasticsearch
2 1 (3.13%) Apache Spark
2 1 (3.13%) WordPress
Applications
1 1 (3.13%) Microsoft Excel
Cloud Services
1 13 (40.63%) Amazon AWS
2 12 (37.50%) Amazon S3
2 12 (37.50%) CloudFront
2 12 (37.50%) GitHub
3 1 (3.13%) Cloud Computing
3 1 (3.13%) Serverless
Communications & Networking
1 12 (37.50%) Skype
2 1 (3.13%) Modbus
2 1 (3.13%) TCP/IP
Database & Business Intelligence
1 15 (46.88%) PostgreSQL
2 12 (37.50%) Hazelcast
2 12 (37.50%) Relational Database
3 6 (18.75%) Big Data
4 5 (15.63%) MySQL
5 3 (9.38%) Data Warehouse
5 3 (9.38%) Power BI
6 2 (6.25%) Hadoop
6 2 (6.25%) NoSQL
7 1 (3.13%) Apache Cassandra
7 1 (3.13%) SQL Server
Development Applications
1 12 (37.50%) CircleCI
1 12 (37.50%) GitLab
1 12 (37.50%) IntelliJ
2 4 (12.50%) FogBugz
3 1 (3.13%) Bitbucket
3 1 (3.13%) Git (software)
3 1 (3.13%) JIRA
3 1 (3.13%) TortoiseSVN
General
1 12 (37.50%) Games
2 4 (12.50%) Marketing
3 1 (3.13%) Electronics
3 1 (3.13%) Finance
3 1 (3.13%) Manufacturing
Job Titles
1 12 (37.50%) Machine Learning Engineer
2 6 (18.75%) Data Scientist
3 5 (15.63%) Analyst
4 4 (12.50%) Test Analyst
5 2 (6.25%) Machine Learning Scientist
6 1 (3.13%) Applications Architect
6 1 (3.13%) Architect
6 1 (3.13%) Developer
6 1 (3.13%) Firmware Engineer
6 1 (3.13%) Functional Analyst
6 1 (3.13%) Functional Test Analyst
6 1 (3.13%) Manual Test Analyst
6 1 (3.13%) PHP Developer
6 1 (3.13%) Senior Architect
6 1 (3.13%) Senior Data Scientist
6 1 (3.13%) SEO Analyst
6 1 (3.13%) SEO Executive
Libraries, Frameworks & Software Standards
1 13 (40.63%) Node.js
2 12 (37.50%) Elastic Stack
2 12 (37.50%) Vue.js
3 4 (12.50%) Web Services
4 3 (9.38%) Natural Language Processing
4 3 (9.38%) OpenCV
4 3 (9.38%) TensorFlow
5 2 (6.25%) Caffe
5 2 (6.25%) HTML
6 1 (3.13%) AngularJS
6 1 (3.13%) CSS
6 1 (3.13%) Doctrine
6 1 (3.13%) Flash
6 1 (3.13%) jQuery
6 1 (3.13%) Kafka
6 1 (3.13%) Middleware
6 1 (3.13%) React
Miscellaneous
1 12 (37.50%) Linux Command Line
2 1 (3.13%) CAN bus
2 1 (3.13%) Cloud Native
2 1 (3.13%) Field-Programmable Gate Array
2 1 (3.13%) Self-Motivation
2 1 (3.13%) User Experience
Operating Systems
1 15 (46.88%) Linux
2 4 (12.50%) Windows
Processes & Methodologies
1 25 (78.13%) Machine Learning
2 15 (46.88%) Decision-Making
3 12 (37.50%) Anomaly Detection
3 12 (37.50%) Collaborative Working
3 12 (37.50%) Infrastructure Management
4 9 (28.13%) Data Science
4 9 (28.13%) Statistical Modelling
5 7 (21.88%) Analytics
5 7 (21.88%) Visualisation
6 6 (18.75%) Data Analytics
6 6 (18.75%) Data Visualisation
7 5 (15.63%) Agile Software Development
8 4 (12.50%) Actionable Insight
8 4 (12.50%) Defect Management
8 4 (12.50%) Functional Testing
8 4 (12.50%) Regression Testing
8 4 (12.50%) SDLC
8 4 (12.50%) Software Testing
8 4 (12.50%) Test Automation
8 4 (12.50%) Test Scripting
Programming Languages
1 25 (78.13%) Python
2 16 (50.00%) C++
3 13 (40.63%) JavaScript
4 12 (37.50%) Java
4 12 (37.50%) TypeScript
5 8 (25.00%) R
5 8 (25.00%) SQL
6 3 (9.38%) MATLAB
7 1 (3.13%) C
7 1 (3.13%) Embedded C
7 1 (3.13%) PHP
Qualifications
1 13 (40.63%) PhD
2 12 (37.50%) Degree
2 12 (37.50%) Postgraduate
3 4 (12.50%) ISEB
Quality Assurance & Compliance
1 16 (50.00%) QA
2 3 (9.38%) Data Quality
3 1 (3.13%) JTAG
System Software
1 1 (3.13%) Firmware
Systems Management
1 12 (37.50%) Consul
1 12 (37.50%) Prometheus
1 12 (37.50%) Terraform
2 1 (3.13%) Hadoop YARN
Vendors
1 6 (18.75%) Tableau
2 1 (3.13%) Google
2 1 (3.13%) Microsoft
2 1 (3.13%) Zend