Period
to 11 December 2018

The table below looks at the prevalence of the term Algorithms in permanent job vacancies advertised in the East Midlands. Included is a benchmarking guide to the salaries offered in vacancies that have cited Algorithms over the 6 months to 11 December 2018 with a comparison to the same period over the previous 2 years.

Algorithms
England > East Midlands
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 202 182 174
Rank change year-on-year -20 -8 +50
Permanent jobs citing Algorithms 15 56 91
As % of all permanent IT jobs advertised in the East Midlands 0.34% 1.06% 1.43%
As % of the Miscellaneous category 0.85% 2.86% 3.89%
Number of salaries quoted 12 73 94
East Midlands median annual salary £39,250 £29,000 £42,500
Median salary % change year-on-year +35.34% -31.76% +41.67%
10th Percentile £33,750 £27,000 £31,250
90th Percentile £61,625 £55,000 £75,000
England median annual salary £65,000 £57,500 £57,500
% change year-on-year +13.04% - +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 the East Midlands with a requirement for generic IT skills.

All Generic IT Skills
East Midlands
Permanent vacancies with a requirement for generic IT skills 1,764 1,957 2,341
As % of all permanent IT jobs advertised in the East Midlands 39.95% 37.11% 36.84%
Number of salaries quoted 1,302 1,599 1,841
East Midlands median annual salary £42,500 £40,000 £41,000
Median salary % change year-on-year +6.25% -2.44% +2.50%
10th Percentile £26,000 £23,950 £23,750
90th Percentile £67,950 £61,700 £65,000
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +2.04%

Algorithms
Job Vacancy Trend in the East Midlands

Job postings citing Algorithms as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for Algorithms in the East Midlands

Algorithms
Salary Trend in the East Midlands

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

Salary trend for Algorithms in the East Midlands

Algorithms
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Algorithms in the East Midlands over the 6 months to 11 December 2018.

Salary histogram for Algorithms in the East Midlands

Algorithms
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Algorithms within the East Midlands region over the 6 months to 11 December 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
Nottinghamshire +29 12 £38,500 -23.00% 5
Northamptonshire -38 3 £100,000 +244.83% 1
Algorithms
England

For the 6 months to 11 December 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 East Midlands region with a requirement for Algorithms.

1 13 (86.67%) Machine Learning
2 12 (80.00%) Data Science
3 7 (46.67%) Analytics
3 7 (46.67%) Data Modelling
4 5 (33.33%) Python
4 5 (33.33%) SQL
4 5 (33.33%) Big Data
5 4 (26.67%) Java
6 3 (20.00%) JavaScript
6 3 (20.00%) Finance
6 3 (20.00%) NoSQL
6 3 (20.00%) Natural Language Processing
6 3 (20.00%) Degree
6 3 (20.00%) Mathematics
6 3 (20.00%) Computer Science
7 2 (13.33%) Google
7 2 (13.33%) Data Analysis
7 2 (13.33%) Risk Management
7 2 (13.33%) Neural Network
7 2 (13.33%) MapReduce
7 2 (13.33%) Statistical Modelling
7 2 (13.33%) Kafka
7 2 (13.33%) Use Case
7 2 (13.33%) Hadoop
7 2 (13.33%) Microsoft Azure
7 2 (13.33%) Agile Software Development
7 2 (13.33%) Banking
7 2 (13.33%) Unix
7 2 (13.33%) Data Mining
7 2 (13.33%) Apache Hive

Algorithms
Co-occurring IT Skills in the East Midlands 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 (13.33%) Apache Spark
2 1 (6.67%) Apache Solr
2 1 (6.67%) JBoss
2 1 (6.67%) SAS
2 1 (6.67%) Tomcat
2 1 (6.67%) WildFly
Cloud Services
1 2 (13.33%) Microsoft Azure
2 1 (6.67%) Amazon AWS
Database & Business Intelligence
1 5 (33.33%) Big Data
2 3 (20.00%) NoSQL
3 2 (13.33%) Apache Hive
3 2 (13.33%) Data Mining
3 2 (13.33%) Hadoop
4 1 (6.67%) HBase
4 1 (6.67%) Impala
4 1 (6.67%) Ingres
4 1 (6.67%) MySQL
4 1 (6.67%) PostgreSQL
4 1 (6.67%) Text Mining
Development Applications
1 1 (6.67%) ANTLR
1 1 (6.67%) Artifactory
1 1 (6.67%) Jenkins
1 1 (6.67%) JUnit
1 1 (6.67%) Maven
General
1 3 (20.00%) Finance
2 2 (13.33%) Banking
3 1 (6.67%) Games
3 1 (6.67%) Manufacturing
3 1 (6.67%) Retail Banking
Job Titles
1 11 (73.33%) Data Scientist
2 2 (13.33%) Data Engineer
2 2 (13.33%) Developer
3 1 (6.67%) Development Specialist
3 1 (6.67%) Front End Developer (Client-Side Developer)
3 1 (6.67%) Front End Web Developer (Client-Side Developer)
3 1 (6.67%) Java Developer
3 1 (6.67%) Machine Learning Scientist
3 1 (6.67%) Senior Data Scientist
3 1 (6.67%) Senior Developer
3 1 (6.67%) Senior Java Developer
3 1 (6.67%) Technical Leader
3 1 (6.67%) Technical Specialist
3 1 (6.67%) Web Developer
Libraries, Frameworks & Software Standards
1 3 (20.00%) Natural Language Processing
2 2 (13.33%) AngularJS
2 2 (13.33%) Kafka
2 2 (13.33%) PySpark
3 1 (6.67%) .NET
3 1 (6.67%) CSS
3 1 (6.67%) Ember.js
3 1 (6.67%) Hibernate
3 1 (6.67%) HornetQ
3 1 (6.67%) J2EE
3 1 (6.67%) Java EE
3 1 (6.67%) JMS
3 1 (6.67%) JPA
3 1 (6.67%) Lucene
3 1 (6.67%) OAuth
3 1 (6.67%) Pandas
3 1 (6.67%) Protocol Buffers
3 1 (6.67%) React
3 1 (6.67%) scikit-learn
3 1 (6.67%) Spring
Miscellaneous
1 2 (13.33%) Analytical Skills
2 1 (6.67%) Fintech
2 1 (6.67%) Greenfield Project
2 1 (6.67%) SWIFT
Operating Systems
1 2 (13.33%) Unix
Processes & Methodologies
1 13 (86.67%) Machine Learning
2 12 (80.00%) Data Science
3 7 (46.67%) Analytics
3 7 (46.67%) Data Modelling
4 3 (20.00%) Computer Science
4 3 (20.00%) Mathematics
5 2 (13.33%) Agile Software Development
5 2 (13.33%) Data Analysis
5 2 (13.33%) MapReduce
5 2 (13.33%) Neural Network
5 2 (13.33%) Random Forest
5 2 (13.33%) Risk Management
5 2 (13.33%) Statistical Modelling
5 2 (13.33%) Use Case
6 1 (6.67%) Collaborative Working
6 1 (6.67%) Computer Vision
6 1 (6.67%) Data Analytics
6 1 (6.67%) Decision Tree
6 1 (6.67%) Problem-Solving
6 1 (6.67%) Support Vector Machines
Programming Languages
1 5 (33.33%) Python
1 5 (33.33%) SQL
2 4 (26.67%) Java
3 3 (20.00%) JavaScript
4 1 (6.67%) C
4 1 (6.67%) C#
4 1 (6.67%) C++
4 1 (6.67%) Java 8
4 1 (6.67%) MATLAB
4 1 (6.67%) R
4 1 (6.67%) Scala
Qualifications
1 3 (20.00%) Degree
Quality Assurance & Compliance
1 1 (6.67%) QA
1 1 (6.67%) SEPA
Systems Management
1 1 (6.67%) Hadoop YARN
Vendors
1 2 (13.33%) Google
2 1 (6.67%) Oracle