Period
to 25 March 2019

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 25 March 2019 with a comparison to the same period over the previous 2 years.

Algorithms
England > East Midlands
6 months to
25 Mar 2019
Same period 2018 Same period 2017
Rank 193 161 174
Rank change year-on-year -32 +13 +32
Permanent jobs citing Algorithms 16 70 73
As % of all permanent IT jobs advertised in the East Midlands 0.39% 1.32% 1.21%
As % of the Miscellaneous category 0.92% 3.61% 3.25%
Number of salaries quoted 15 62 80
East Midlands median annual salary £40,000 £45,000 £42,500
Median salary % change year-on-year -11.11% +5.88% +13.33%
10th Percentile £33,750 £27,000 £30,000
90th Percentile £70,750 £75,000 £55,000
England median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +1.77%

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 1,736 1,938 2,249
As % of all permanent IT jobs advertised in the East Midlands 42.10% 36.55% 37.35%
Number of salaries quoted 1,179 1,599 1,750
East Midlands median annual salary £42,500 £41,000 £40,000
Median salary % change year-on-year +3.66% +2.50% -
10th Percentile £24,750 £25,250 £23,750
90th Percentile £65,000 £65,000 £65,000
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -

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 25 March 2019.

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 25 March 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
Nottinghamshire +9 15 £40,000 -23.81%
Northamptonshire 0 1 - -
Algorithms
England

For the 6 months to 25 March 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 East Midlands region with a requirement for Algorithms.

1 15 (93.75%) Machine Learning
2 14 (87.50%) Data Science
3 11 (68.75%) SQL
3 11 (68.75%) Python
4 10 (62.50%) Analytics
5 9 (56.25%) Mathematics
6 8 (50.00%) Data Modelling
7 6 (37.50%) Data Analytics
7 6 (37.50%) Analytical Skills
8 5 (31.25%) Statistics
9 4 (25.00%) Data Analysis
9 4 (25.00%) Computer Science
9 4 (25.00%) R
9 4 (25.00%) JavaScript
9 4 (25.00%) Data Engineering
10 3 (18.75%) Decision Tree
10 3 (18.75%) Problem-Solving
10 3 (18.75%) Analytical Mindset
10 3 (18.75%) scikit-learn
10 3 (18.75%) Natural Language Processing
10 3 (18.75%) Java
10 3 (18.75%) Big Data
10 3 (18.75%) Artificial Intelligence
11 2 (12.50%) Physics
11 2 (12.50%) Degree
11 2 (12.50%) Logistic Regression
11 2 (12.50%) NoSQL
11 2 (12.50%) Smart Meter
11 2 (12.50%) C#
11 2 (12.50%) MySQL

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 1 (6.25%) Apache Solr
1 1 (6.25%) Apache Spark
1 1 (6.25%) JBoss
1 1 (6.25%) SAS
1 1 (6.25%) Tomcat
1 1 (6.25%) WildFly
Database & Business Intelligence
1 3 (18.75%) Big Data
2 2 (12.50%) MySQL
2 2 (12.50%) NoSQL
3 1 (6.25%) Apache Hive
3 1 (6.25%) Data Mining
3 1 (6.25%) Hadoop
3 1 (6.25%) HBase
3 1 (6.25%) Impala
3 1 (6.25%) Ingres
3 1 (6.25%) Oracle Database
3 1 (6.25%) PostgreSQL
Development Applications
1 1 (6.25%) ANTLR
1 1 (6.25%) Artifactory
1 1 (6.25%) Babel
1 1 (6.25%) GitLab
1 1 (6.25%) Jenkins
1 1 (6.25%) JUnit
1 1 (6.25%) Maven
1 1 (6.25%) Travis CI
1 1 (6.25%) webpack
General
1 2 (12.50%) Banking
1 2 (12.50%) Finance
2 1 (6.25%) Aerospace
2 1 (6.25%) Automotive
2 1 (6.25%) Retail Banking
Job Titles
1 13 (81.25%) Data Scientist
2 4 (25.00%) Machine Learning Scientist
3 3 (18.75%) Data Engineer
4 2 (12.50%) Developer
5 1 (6.25%) Full Stack Developer
5 1 (6.25%) Java Developer
5 1 (6.25%) Lead Developer
5 1 (6.25%) Senior Developer
5 1 (6.25%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 3 (18.75%) Natural Language Processing
1 3 (18.75%) scikit-learn
2 2 (12.50%) AngularJS
2 2 (12.50%) CSS
2 2 (12.50%) TensorFlow
2 2 (12.50%) XGBoost
3 1 (6.25%) Hibernate
3 1 (6.25%) HTML
3 1 (6.25%) HTML5
3 1 (6.25%) J2EE
3 1 (6.25%) Java EE
3 1 (6.25%) JMS
3 1 (6.25%) JPA
3 1 (6.25%) Lucene
3 1 (6.25%) NumPy
3 1 (6.25%) PySpark
3 1 (6.25%) SciPy
3 1 (6.25%) Spring
3 1 (6.25%) Vue.js
3 1 (6.25%) Web Services
Miscellaneous
1 6 (37.50%) Analytical Skills
2 3 (18.75%) Analytical Mindset
3 2 (12.50%) Smart Meter
4 1 (6.25%) Data Structures
4 1 (6.25%) Fintech
4 1 (6.25%) Renewable Energy
4 1 (6.25%) SWIFT
4 1 (6.25%) User Experience
Operating Systems
1 1 (6.25%) Unix
Processes & Methodologies
1 15 (93.75%) Machine Learning
2 14 (87.50%) Data Science
3 10 (62.50%) Analytics
4 9 (56.25%) Mathematics
5 8 (50.00%) Data Modelling
6 6 (37.50%) Data Analytics
7 5 (31.25%) Statistics
8 4 (25.00%) Computer Science
8 4 (25.00%) Data Analysis
8 4 (25.00%) Data Engineering
9 3 (18.75%) Artificial Intelligence
9 3 (18.75%) Decision Tree
9 3 (18.75%) Problem-Solving
10 2 (12.50%) Agile Software Development
10 2 (12.50%) ETL
10 2 (12.50%) Logistic Regression
10 2 (12.50%) Naive Bayes
10 2 (12.50%) Physics
10 2 (12.50%) Support Vector Machines
10 2 (12.50%) Validation
Programming Languages
1 11 (68.75%) Python
1 11 (68.75%) SQL
2 4 (25.00%) JavaScript
2 4 (25.00%) R
3 3 (18.75%) Java
4 2 (12.50%) C#
4 2 (12.50%) MATLAB
5 1 (6.25%) C++
5 1 (6.25%) ES6
5 1 (6.25%) Java 8
5 1 (6.25%) Scala
5 1 (6.25%) TypeScript
Qualifications
1 2 (12.50%) Degree
1 2 (12.50%) PhD
Quality Assurance & Compliance
1 1 (6.25%) QA
1 1 (6.25%) SEPA
Systems Management
1 1 (6.25%) Hadoop YARN
Vendors
1 2 (12.50%) Oracle
2 1 (6.25%) Google