Period
to 20 May 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 20 May 2018 with a comparison to the same period over the previous 2 years.

Algorithms
Berkshire > Reading
6 months to
20 May 2018
Same period 2017 Same period 2016
Rank 128 145 188
Rank change year-on-year +17 +43 +21
Permanent jobs citing Algorithms 18 23 24
As % of all permanent IT jobs advertised in Reading 0.71% 0.89% 0.62%
As % of the Miscellaneous category 2.15% 2.28% 1.43%
Number of salaries quoted 18 4 40
Reading median annual salary £47,500 £35,000 £40,000
Median salary % change year-on-year +35.71% -12.50% -20.00%
10th Percentile £26,250 £32,500 £37,500
90th Percentile £67,500 £48,000 £65,000
Berkshire median annual salary £47,500 £40,000 £40,000
% change year-on-year +18.75% - -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 836 1,008 1,683
As % of all permanent IT jobs advertised in Reading 32.89% 39.05% 43.82%
Number of salaries quoted 698 737 1,390
Reading median annual salary £47,500 £50,000 £50,000
Median salary % change year-on-year -5.00% - +3.09%
10th Percentile £27,500 £26,250 £30,000
90th Percentile £74,125 £70,500 £71,250
Berkshire median annual salary £50,000 £50,000 £50,000

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 20 May 2018.

Salary histogram for Algorithms in Reading

For the 6 months to 20 May 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 16 (88.89%) Linux
2 13 (72.22%) Windows
2 13 (72.22%) Image Processing
3 11 (61.11%) Machine Learning
3 11 (61.11%) Python
4 9 (50.00%) C
4 9 (50.00%) C++
5 8 (44.44%) SQL
6 7 (38.89%) Firmware
6 7 (38.89%) Neural Network
6 7 (38.89%) Degree
6 7 (38.89%) OpenCV
6 7 (38.89%) Deep Learning
6 7 (38.89%) Visualisation
6 7 (38.89%) Computer Vision
6 7 (38.89%) Self-Motivation
7 6 (33.33%) Open Source
7 6 (33.33%) Atmel
7 6 (33.33%) Test Scripting
7 6 (33.33%) Git (software)
7 6 (33.33%) Software Engineering
7 6 (33.33%) Embedded Linux
7 6 (33.33%) Validation
7 6 (33.33%) Tcl
7 6 (33.33%) Subversion
7 6 (33.33%) PhD
8 4 (22.22%) Big Data
8 4 (22.22%) Analytics
9 3 (16.67%) User Stories
9 3 (16.67%) CouchDB

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 (5.56%) Apache Spark
1 1 (5.56%) SAS
Cloud Services
1 1 (5.56%) Amazon AWS
1 1 (5.56%) Amazon S3
Database & Business Intelligence
1 4 (22.22%) Big Data
2 3 (16.67%) CouchDB
2 3 (16.67%) MySQL
2 3 (16.67%) NoSQL
2 3 (16.67%) RDBMS
2 3 (16.67%) Relational Database
3 1 (5.56%) Data Mining
3 1 (5.56%) Hadoop
3 1 (5.56%) MongoDB
Development Applications
1 6 (33.33%) Git (software)
1 6 (33.33%) Subversion
General
1 2 (11.11%) Electronics
Job Titles
1 7 (38.89%) Graduate
1 7 (38.89%) Machine Learning Engineer
2 6 (33.33%) Embedded Engineer
2 6 (33.33%) Embedded Software Engineer
2 6 (33.33%) Software Engineer
3 3 (16.67%) Analytics Developer
3 3 (16.67%) C++ Developer
3 3 (16.67%) Developer
3 3 (16.67%) DevOps Developer
3 3 (16.67%) Python Developer
4 1 (5.56%) Data Scientist
4 1 (5.56%) Design Engineer
4 1 (5.56%) Development Engineer
4 1 (5.56%) Electronics Engineer
4 1 (5.56%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 7 (38.89%) OpenCV
Miscellaneous
1 7 (38.89%) Self-Motivation
2 1 (5.56%) Analytical Skills
Operating Systems
1 16 (88.89%) Linux
2 13 (72.22%) Windows
3 6 (33.33%) Embedded Linux
4 3 (16.67%) Unix
Processes & Methodologies
1 13 (72.22%) Image Processing
2 11 (61.11%) Machine Learning
3 7 (38.89%) Computer Vision
3 7 (38.89%) Deep Learning
3 7 (38.89%) Neural Network
3 7 (38.89%) Visualisation
4 6 (33.33%) Open Source
4 6 (33.33%) Software Engineering
4 6 (33.33%) Test Scripting
4 6 (33.33%) Validation
5 4 (22.22%) Analytics
6 3 (16.67%) Agile Software Development
6 3 (16.67%) Continuous Integration
6 3 (16.67%) DevOps
6 3 (16.67%) Network Monitoring
6 3 (16.67%) Scrum
6 3 (16.67%) Unit Testing
6 3 (16.67%) User Stories
7 2 (11.11%) Mathematics
8 1 (5.56%) Predictive Analytics
Programming Languages
1 11 (61.11%) Python
2 9 (50.00%) C
2 9 (50.00%) C++
3 8 (44.44%) SQL
4 6 (33.33%) Tcl
5 1 (5.56%) R
5 1 (5.56%) Scala
Qualifications
1 7 (38.89%) Degree
2 6 (33.33%) PhD
System Software
1 7 (38.89%) Firmware
Vendors
1 6 (33.33%) Atmel