Period
to 16 December 2018

The table below looks at the prevalence of the term Algorithms in permanent job vacancies advertised in Bristol. Included is a benchmarking guide to the salaries offered in vacancies that have cited Algorithms over the 6 months to 16 December 2018 with a comparison to the same period over the previous 2 years.

Algorithms
South West > Bristol
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 98 98 161
Rank change year-on-year 0 +63 +4
Permanent jobs citing Algorithms 91 109 25
As % of all permanent IT jobs advertised in Bristol 2.51% 2.91% 0.76%
As % of the Miscellaneous category 6.63% 7.30% 1.77%
Number of salaries quoted 73 72 25
Bristol median annual salary £52,500 £55,000 £55,000
Median salary % change year-on-year -4.55% - +10.00%
10th Percentile £31,250 £37,560 £37,000
90th Percentile £77,500 £75,000 £71,250
South West median annual salary £42,500 £55,000 £47,500
% change year-on-year -22.73% +15.79% +21.79%

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 Bristol with a requirement for generic IT skills.

All Generic IT Skills
Bristol
Permanent vacancies with a requirement for generic IT skills 1,372 1,494 1,413
As % of all permanent IT jobs advertised in Bristol 37.90% 39.94% 42.97%
Number of salaries quoted 1,052 1,202 1,168
Bristol median annual salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27% +4.76%
10th Percentile £27,500 £26,250 £26,750
90th Percentile £70,000 £67,500 £75,000
South West median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

Algorithms
Job Vacancy Trend in Bristol

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

Job vacancy trend for Algorithms in Bristol

Algorithms
Salary Trend in Bristol

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

Salary trend for Algorithms in Bristol

Algorithms
Salary Histogram in Bristol

The salary distribution of IT jobs citing Algorithms in Bristol over the 6 months to 16 December 2018.

Salary histogram for Algorithms in Bristol

For the 6 months to 16 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 Bristol region with a requirement for Algorithms.

1 46 (50.55%) Python
2 44 (48.35%) Machine Learning
3 38 (41.76%) Data Science
4 32 (35.16%) SQL
5 27 (29.67%) C++
5 27 (29.67%) Amazon AWS
6 26 (28.57%) Continuous Integration
7 23 (25.27%) Degree
7 23 (25.27%) Qt
7 23 (25.27%) Mentoring
8 21 (23.08%) OpenGL
8 21 (23.08%) SDLC
9 20 (21.98%) Chatbot
9 20 (21.98%) Conversational UI
10 19 (20.88%) MFC
10 19 (20.88%) Web Services
10 19 (20.88%) Direct3D
10 19 (20.88%) Test Automation
10 19 (20.88%) Mathematics
11 18 (19.78%) R
12 17 (18.68%) Business Intelligence
12 17 (18.68%) Finance
12 17 (18.68%) Artificial Intelligence
13 16 (17.58%) Analytics
13 16 (17.58%) Software Engineering
14 15 (16.48%) Computer Science
14 15 (16.48%) TDD
14 15 (16.48%) Computer Science Degree
15 14 (15.38%) Data Structures
16 13 (14.29%) Windows

Algorithms
Co-occurring IT Skills in Bristol 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 10 (10.99%) Apache Spark
2 4 (4.40%) Apache
2 4 (4.40%) nginx
3 1 (1.10%) SAS
Applications
1 20 (21.98%) Chatbot
Cloud Services
1 27 (29.67%) Amazon AWS
2 7 (7.69%) Google Cloud Platform
Communications & Networking
1 12 (13.19%) HTTP
Database & Business Intelligence
1 10 (10.99%) Big Data
1 10 (10.99%) Data Mining
1 10 (10.99%) Hadoop
1 10 (10.99%) NoSQL
2 7 (7.69%) Power BI
3 6 (6.59%) QlikView
3 6 (6.59%) Spotfire
3 6 (6.59%) SQL Server Reporting Services
4 2 (2.20%) Apache Hive
Development Applications
1 4 (4.40%) Git (software)
1 4 (4.40%) Mercurial
1 4 (4.40%) Subversion
2 1 (1.10%) Visual Studio
General
1 17 (18.68%) Finance
2 10 (10.99%) Electronics
2 10 (10.99%) Manufacturing
2 10 (10.99%) Marketing
2 10 (10.99%) Telecoms
3 2 (2.20%) Aerospace
3 2 (2.20%) Banking
3 2 (2.20%) Games
Job Titles
1 18 (19.78%) Data Scientist
2 16 (17.58%) Software Engineer
3 15 (16.48%) Developer
3 15 (16.48%) Senior Data Scientist
4 13 (14.29%) C++ Software Engineer
5 12 (13.19%) Test Engineer
6 11 (12.09%) Applications Developer
6 11 (12.09%) C++ Applications Developer
6 11 (12.09%) C++ Developer
6 11 (12.09%) Data Engineer
7 10 (10.99%) Machine Learning Researcher
8 7 (7.69%) Analyst
8 7 (7.69%) Senior Test Automation Engineer
8 7 (7.69%) Senior Test Engineer
8 7 (7.69%) Test Automation Engineer
9 6 (6.59%) Business Intelligence Analyst
9 6 (6.59%) Python Engineer
10 4 (4.40%) Senior Data Engineer
10 4 (4.40%) UI Developer
11 2 (2.20%) Lead Systems Engineer
Libraries, Frameworks & Software Standards
1 23 (25.27%) Qt
2 21 (23.08%) OpenGL
3 19 (20.88%) Direct3D
3 19 (20.88%) MFC
3 19 (20.88%) Web Services
4 12 (13.19%) REST
5 4 (4.40%) AngularJS
5 4 (4.40%) Backbone.js
5 4 (4.40%) CSS
5 4 (4.40%) CSS3
5 4 (4.40%) Ember.js
5 4 (4.40%) HTML
5 4 (4.40%) HTML5
5 4 (4.40%) KnockoutJS
5 4 (4.40%) Node.js
5 4 (4.40%) React
6 2 (2.20%) .NET
6 2 (2.20%) DirectX
6 2 (2.20%) OpenCV
Miscellaneous
1 14 (15.38%) Data Structures
2 10 (10.99%) Mobile App
3 8 (8.79%) User Experience
4 4 (4.40%) CUDA
4 4 (4.40%) Greenfield Project
5 3 (3.30%) Analytical Skills
6 2 (2.20%) 3D Graphics
6 2 (2.20%) Augmented Reality
6 2 (2.20%) Video\Live Streaming
Operating Systems
1 13 (14.29%) Windows
2 2 (2.20%) Linux
Processes & Methodologies
1 44 (48.35%) Machine Learning
2 38 (41.76%) Data Science
3 26 (28.57%) Continuous Integration
4 23 (25.27%) Mentoring
5 21 (23.08%) SDLC
6 20 (21.98%) Conversational UI
7 19 (20.88%) Mathematics
7 19 (20.88%) Test Automation
8 17 (18.68%) Artificial Intelligence
8 17 (18.68%) Business Intelligence
9 16 (17.58%) Analytics
9 16 (17.58%) Software Engineering
10 15 (16.48%) Computer Science
10 15 (16.48%) TDD
11 12 (13.19%) B2B
11 12 (13.19%) Coaching
11 12 (13.19%) DevOps
11 12 (13.19%) DNA
11 12 (13.19%) Exploratory Testing
12 11 (12.09%) Microservices
Programming Languages
1 46 (50.55%) Python
2 32 (35.16%) SQL
3 27 (29.67%) C++
4 18 (19.78%) R
5 10 (10.99%) C#
5 10 (10.99%) Ruby
5 10 (10.99%) Shell Script
6 8 (8.79%) Java
7 4 (4.40%) JavaScript
7 4 (4.40%) PHP
7 4 (4.40%) Scala
8 3 (3.30%) C
9 2 (2.20%) VB
10 1 (1.10%) MATLAB
Qualifications
1 23 (25.27%) Degree
2 15 (16.48%) Computer Science Degree
3 10 (10.99%) PhD
Vendors
1 10 (10.99%) SAP
2 9 (9.89%) Google
3 8 (8.79%) Tableau
4 6 (6.59%) Cognos