Period
to 15 October 2018

The table below looks at the prevalence of the term Algorithms in permanent job vacancies advertised in Reading. Included is a benchmarking guide to the salaries offered in vacancies that have cited Algorithms over the 6 months to 15 October 2018 with a comparison to the same period over the previous 2 years.

Algorithms
Berkshire > Reading
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 135 137 168
Rank change year-on-year +2 +31 +40
Permanent jobs citing Algorithms 14 16 22
As % of all permanent IT jobs advertised in Reading 0.62% 0.70% 0.64%
As % of the Miscellaneous category 1.61% 1.69% 1.48%
Number of salaries quoted 13 17 34
Reading median annual salary £50,000 £47,500 £37,500
Median salary % change year-on-year +5.26% +26.67% -25.00%
10th Percentile £26,250 £32,500 £32,500
90th Percentile £63,750 £90,000 £58,750
Berkshire median annual salary £60,000 £55,000 £40,000
% change year-on-year +9.09% +37.50% -20.00%

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 Reading with a requirement for generic IT skills.

All Generic IT Skills
Reading
Permanent vacancies with a requirement for generic IT skills 870 948 1,486
As % of all permanent IT jobs advertised in Reading 38.65% 41.45% 43.12%
Number of salaries quoted 742 771 1,075
Reading median annual salary £50,000 £47,500 £50,000
Median salary % change year-on-year +5.26% -5.00% +11.11%
10th Percentile £27,500 £27,750 £29,000
90th Percentile £73,750 £70,000 £72,500
Berkshire median annual salary £52,500 £47,500 £50,000
% change year-on-year +10.53% -5.00% -

Algorithms
Job Vacancy Trend in Reading

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

Job vacancy trend for Algorithms in Reading

Algorithms
Salary Trend in Reading

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

Salary trend for Algorithms in Reading

Algorithms
Salary Histogram in Reading

The salary distribution of IT jobs citing Algorithms in Reading over the 6 months to 15 October 2018.

Salary histogram for Algorithms in Reading

For the 6 months to 15 October 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 Reading region with a requirement for Algorithms.

1 14 (100.00%) Machine Learning
2 12 (85.71%) Python
2 12 (85.71%) Linux
3 11 (78.57%) Degree
4 7 (50.00%) Visualisation
4 7 (50.00%) Agile Software Development
4 7 (50.00%) SQL
5 6 (42.86%) Java
5 6 (42.86%) JavaScript
5 6 (42.86%) Unix
5 6 (42.86%) Business Intelligence
5 6 (42.86%) RDBMS
5 6 (42.86%) Scrum
5 6 (42.86%) Continuous Integration
5 6 (42.86%) Git (software)
5 6 (42.86%) Test Automation
5 6 (42.86%) Mathematics
5 6 (42.86%) Computer Science
5 6 (42.86%) Statistics
5 6 (42.86%) NoSQL
5 6 (42.86%) Go
5 6 (42.86%) Deep Learning
5 6 (42.86%) Relational Database
6 5 (35.71%) OpenCV
6 5 (35.71%) Image Processing
6 5 (35.71%) Neural Network
6 5 (35.71%) Software Engineering
6 5 (35.71%) Windows
6 5 (35.71%) Computer Vision
6 5 (35.71%) Self-Motivation

Algorithms
Co-occurring IT Skills in Reading 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 (7.14%) Apache
1 1 (7.14%) Apache Spark
Database & Business Intelligence
1 6 (42.86%) NoSQL
1 6 (42.86%) RDBMS
1 6 (42.86%) Relational Database
2 4 (28.57%) CouchDB
2 4 (28.57%) MySQL
3 2 (14.29%) Power BI
3 2 (14.29%) QlikView
3 2 (14.29%) Spotfire
3 2 (14.29%) SQL Server Reporting Services
4 1 (7.14%) Data Mining
Development Applications
1 6 (42.86%) Git (software)
General
1 4 (28.57%) Electronics
1 4 (28.57%) Finance
1 4 (28.57%) Manufacturing
1 4 (28.57%) Marketing
1 4 (28.57%) Telecoms
2 1 (7.14%) Retail
Job Titles
1 6 (42.86%) Developer
1 6 (42.86%) Python Developer
1 6 (42.86%) Senior Developer
1 6 (42.86%) Senior Python Developer
2 5 (35.71%) Graduate
2 5 (35.71%) Machine Learning Engineer
3 4 (28.57%) Java Developer
3 4 (28.57%) Linux Developer
3 4 (28.57%) NoSQL Developer
3 4 (28.57%) Senior Java Developer
4 2 (14.29%) Analyst
4 2 (14.29%) Business Intelligence Analyst
5 1 (7.14%) Data Scientist
Libraries, Frameworks & Software Standards
1 5 (35.71%) OpenCV
2 1 (7.14%) Kafka
2 1 (7.14%) Natural Language Processing
2 1 (7.14%) NumPy
2 1 (7.14%) Pandas
2 1 (7.14%) scikit-learn
2 1 (7.14%) SciPy
2 1 (7.14%) TensorFlow
Miscellaneous
1 6 (42.86%) Computer Science
2 5 (35.71%) Self-Motivation
Operating Systems
1 12 (85.71%) Linux
2 6 (42.86%) Unix
3 5 (35.71%) Windows
Processes & Methodologies
1 14 (100.00%) Machine Learning
2 7 (50.00%) Agile Software Development
2 7 (50.00%) Visualisation
3 6 (42.86%) Business Intelligence
3 6 (42.86%) Continuous Integration
3 6 (42.86%) Deep Learning
3 6 (42.86%) Mathematics
3 6 (42.86%) Scrum
3 6 (42.86%) Statistics
3 6 (42.86%) Test Automation
4 5 (35.71%) Computer Vision
4 5 (35.71%) Image Processing
4 5 (35.71%) Neural Network
4 5 (35.71%) Software Engineering
5 4 (28.57%) Digital Marketing
5 4 (28.57%) Programme Management
5 4 (28.57%) User Stories
6 2 (14.29%) Data Visualisation
6 2 (14.29%) Problem-Solving
6 2 (14.29%) Unit Testing
Programming Languages
1 12 (85.71%) Python
2 7 (50.00%) SQL
3 6 (42.86%) Go
3 6 (42.86%) Java
3 6 (42.86%) JavaScript
4 4 (28.57%) Cython
5 2 (14.29%) C
5 2 (14.29%) PL/SQL
Qualifications
1 11 (78.57%) Degree
2 4 (28.57%) Numerate Degree
2 4 (28.57%) PhD
Vendors
1 4 (28.57%) SAP
2 2 (14.29%) Cognos
2 2 (14.29%) Tableau