Period
to 13 November 2018

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 13 November 2018 with a comparison to the same period over the previous 2 years.

Algorithms
England > Yorkshire
6 months to
13 Nov 2018
Same period 2017 Same period 2016
Rank 265 235 247
Rank change year-on-year -30 +12 +80
Permanent jobs citing Algorithms 17 75 83
As % of all permanent IT jobs advertised in Yorkshire 0.20% 0.76% 0.75%
As % of the Miscellaneous category 0.53% 2.21% 2.27%
Number of salaries quoted 13 68 86
Yorkshire median annual salary £50,000 £57,500 £55,000
Median salary % change year-on-year -13.04% +4.55% +22.22%
10th Percentile £26,250 £37,125 £37,500
90th Percentile £61,250 £62,500 £60,000
England median annual salary £62,500 £57,500 £55,000
% change year-on-year +8.70% +4.55% -

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 3,209 3,395 3,649
As % of all permanent IT jobs advertised in Yorkshire 38.26% 34.61% 33.02%
Number of salaries quoted 2,477 2,725 2,991
Yorkshire median annual salary £42,500 £41,000 £40,000
Median salary % change year-on-year +3.66% +2.50% -
10th Percentile £25,000 £24,050 £23,500
90th Percentile £60,000 £62,500 £63,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 13 November 2018.

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 13 November 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
North Yorkshire -4 8 £30,000 -25.00% 1
West Yorkshire -15 7 £55,000 -8.33% 7
South Yorkshire -16 2 £120,000 +118.18% 2
Algorithms
England

For the 6 months to 13 November 2018, 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 11 (64.71%) Python
2 10 (58.82%) Machine Learning
3 7 (41.18%) Tableau
3 7 (41.18%) Data Science
3 7 (41.18%) Visualisation
4 6 (35.29%) SQL
4 6 (35.29%) R
4 6 (35.29%) Data Visualisation
4 6 (35.29%) Statistical Modelling
5 5 (29.41%) Analytics
5 5 (29.41%) Decision-Making
6 4 (23.53%) Big Data
6 4 (23.53%) Data Analytics
6 4 (23.53%) MySQL
6 4 (23.53%) C++
6 4 (23.53%) Business Intelligence
6 4 (23.53%) Marketing
7 3 (17.65%) Degree
7 3 (17.65%) Statistical Analysis
7 3 (17.65%) Agile Software Development
7 3 (17.65%) Data Warehouse
7 3 (17.65%) Data Modelling
7 3 (17.65%) Computer Science
7 3 (17.65%) Continuous Integration
7 3 (17.65%) C#
7 3 (17.65%) Linux
7 3 (17.65%) OpenCV
7 3 (17.65%) Deep Learning
7 3 (17.65%) Predictive Modelling
7 3 (17.65%) Data Architecture

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 (11.76%) Elasticsearch
2 1 (5.88%) Apache Spark
2 1 (5.88%) WordPress
Applications
1 1 (5.88%) Microsoft Excel
Cloud Services
1 1 (5.88%) Amazon AWS
1 1 (5.88%) Cloud Computing
1 1 (5.88%) Serverless
Communications & Networking
1 1 (5.88%) Modbus
1 1 (5.88%) TCP/IP
Database & Business Intelligence
1 4 (23.53%) Big Data
1 4 (23.53%) MySQL
2 3 (17.65%) Data Warehouse
2 3 (17.65%) NoSQL
2 3 (17.65%) Power BI
3 2 (11.76%) RDBMS
3 2 (11.76%) Relational Database
4 1 (5.88%) Apache Cassandra
4 1 (5.88%) Hadoop
4 1 (5.88%) PostgreSQL
4 1 (5.88%) SQL Server
Development Applications
1 1 (5.88%) Bitbucket
1 1 (5.88%) Git (software)
1 1 (5.88%) JIRA
1 1 (5.88%) TortoiseSVN
General
1 4 (23.53%) Marketing
2 1 (5.88%) Electronics
2 1 (5.88%) Finance
2 1 (5.88%) Manufacturing
2 1 (5.88%) Retail
Job Titles
1 4 (23.53%) Data Scientist
2 3 (17.65%) Architect
3 2 (11.76%) Analyst
3 2 (11.76%) C# Architect
3 2 (11.76%) Developer
3 2 (11.76%) Machine Learning Scientist
3 2 (11.76%) Technical Architect
4 1 (5.88%) Applications Architect
4 1 (5.88%) Data Analyst
4 1 (5.88%) Data Science Analyst
4 1 (5.88%) Firmware Engineer
4 1 (5.88%) Java Developer
4 1 (5.88%) PHP Developer
4 1 (5.88%) Senior Architect
4 1 (5.88%) Senior Developer
4 1 (5.88%) Senior Java Developer
4 1 (5.88%) SEO Analyst
4 1 (5.88%) SEO Executive
Libraries, Frameworks & Software Standards
1 3 (17.65%) Natural Language Processing
1 3 (17.65%) OpenCV
1 3 (17.65%) TensorFlow
2 2 (11.76%) Caffe
2 2 (11.76%) HTML
3 1 (5.88%) AngularJS
3 1 (5.88%) CSS
3 1 (5.88%) Doctrine
3 1 (5.88%) Flash
3 1 (5.88%) jQuery
3 1 (5.88%) Kafka
3 1 (5.88%) Middleware
3 1 (5.88%) Node.js
3 1 (5.88%) React
Miscellaneous
1 3 (17.65%) Computer Science
2 2 (11.76%) Analytical Skills
2 2 (11.76%) Data Structures
3 1 (5.88%) CAN bus
3 1 (5.88%) Cloud Native
3 1 (5.88%) Field-Programmable Gate Array
3 1 (5.88%) Self-Motivation
3 1 (5.88%) User Experience
Operating Systems
1 3 (17.65%) Linux
Processes & Methodologies
1 10 (58.82%) Machine Learning
2 7 (41.18%) Data Science
2 7 (41.18%) Visualisation
3 6 (35.29%) Data Visualisation
3 6 (35.29%) Statistical Modelling
4 5 (29.41%) Analytics
4 5 (29.41%) Decision-Making
5 4 (23.53%) Business Intelligence
5 4 (23.53%) Data Analytics
6 3 (17.65%) Actionable Insight
6 3 (17.65%) Agile Software Development
6 3 (17.65%) Computer Vision
6 3 (17.65%) Continuous Integration
6 3 (17.65%) Data Architecture
6 3 (17.65%) Data Modelling
6 3 (17.65%) Deep Learning
6 3 (17.65%) Marketing Strategy
6 3 (17.65%) Predictive Modelling
6 3 (17.65%) Statistical Analysis
7 2 (11.76%) Decision Science
Programming Languages
1 11 (64.71%) Python
2 6 (35.29%) R
2 6 (35.29%) SQL
3 4 (23.53%) C++
4 3 (17.65%) C#
5 1 (5.88%) C
5 1 (5.88%) Embedded C
5 1 (5.88%) Java
5 1 (5.88%) JavaScript
5 1 (5.88%) PHP
Qualifications
1 3 (17.65%) Degree
2 1 (5.88%) Master's Degree
2 1 (5.88%) Numerate Degree
2 1 (5.88%) PhD
Quality Assurance & Compliance
1 3 (17.65%) Data Quality
2 1 (5.88%) JTAG
System Software
1 1 (5.88%) Firmware
Systems Management
1 1 (5.88%) Hadoop YARN
Vendors
1 7 (41.18%) Tableau
2 1 (5.88%) Alteryx
2 1 (5.88%) Google
2 1 (5.88%) Microsoft
2 1 (5.88%) Zend