The following table provides summary statistics for permanent job vacancies with a requirement for Distributed Algorithms skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Distributed Algorithms over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Distributed Algorithms
UK
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 866 922 -
Rank change year-on-year +56 -  
Permanent jobs citing Distributed Algorithms 24 10 0
As % of all permanent IT jobs advertised in the UK 0.027% 0.010% -
As % of the Processes & Methodologies category 0.030% 0.011% -
Number of salaries quoted 24 10 0
Median salary £71,250 £65,000 -
Median salary % change year-on-year +9.61% -  
UK excluding London median salary £70,000 £62,500 -
% change year-on-year +12.00% -  

Distributed Algorithms is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 79998 87554 96376
As % of all permanent IT job vacancies advertised in the UK 89.73% 88.92% 88.08%
Number of salaries quoted 64425 73206 78779
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Distributed Algorithms
Job Vacancy Trend

The job posting trend of jobs advertised citing Distributed Algorithms as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Distributed Algorithms in the UK

Distributed Algorithms
Salary Trend

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

Salary trend for Distributed Algorithms in the UK

Distributed Algorithms
Salary Histogram

The salary distribution of IT jobs citing Distributed Algorithms over the 3 months to 27 June 2017.

Salary histogram for Distributed Algorithms in the UK

Distributed Algorithms
Top 8 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Distributed Algorithms within the UK over the 3 months to 27 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +59 24 £71,250 +9.61% 2
East of England - 17 £70,000 - 2
Cambridgeshire - 17 £70,000 - 2
Cambridge - 17 £70,000 - 2
London +40 6 £75,000 -9.09%
South East +37 1 £55,000 -12.00%
Oxfordshire +6 1 £55,000 -12.00%
Oxford +1 1 £55,000 -12.00%

For the 6 months to 27 June 2017, IT jobs citing Distributed Algorithms also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Distributed Algorithms.

1 56 (100.00%) Python
1 56 (100.00%) Algorithms
2 54 (96.43%) Machine Learning
2 54 (96.43%) Java
2 54 (96.43%) Artificial Intelligence
3 53 (94.64%) PhD
4 42 (75.00%) Multithreading
5 36 (64.29%) C++
6 33 (58.93%) C#
6 33 (58.93%) Smart City
6 33 (58.93%) Smart City Simulations
7 31 (55.36%) C
7 31 (55.36%) Software Engineering
8 22 (39.29%) Deep Learning
8 22 (39.29%) Reinforcement Learning
9 21 (37.50%) R
9 21 (37.50%) Natural Language Processing
10 11 (19.64%) Big Data
11 10 (17.86%) Neural Network
12 9 (16.07%) Fintech
12 9 (16.07%) TDD
12 9 (16.07%) Data Analysis
12 9 (16.07%) Computer Science
12 9 (16.07%) Finance
13 3 (5.36%) Agile Software Development
14 2 (3.57%) JavaScript
14 2 (3.57%) Unix
14 2 (3.57%) Linux
14 2 (3.57%) OOP
14 2 (3.57%) Docker

Distributed Algorithms
Co-occurring IT Skills 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 (3.57%) Apache Spark
Cloud Services
1 1 (1.79%) Amazon AWS
1 1 (1.79%) SaaS
Database & Business Intelligence
1 11 (19.64%) Big Data
Development Applications
1 1 (1.79%) Cucumber
1 1 (1.79%) JIRA
1 1 (1.79%) Selenium
General
1 9 (16.07%) Finance
Job Titles
1 21 (37.50%) Developer
2 20 (35.71%) Java Engineer
3 16 (28.57%) Java Developer
4 15 (26.79%) Software Engineer
5 11 (19.64%) Machine Learning Engineer
6 10 (17.86%) Java Software Engineer
6 10 (17.86%) Machine Learning Researcher
7 9 (16.07%) Data Scientist
7 9 (16.07%) Software Developer
8 8 (14.29%) Cloud Engineer
8 8 (14.29%) Python Software Engineer
9 7 (12.50%) Developer/Software Engineer
9 7 (12.50%) Python Developer
10 6 (10.71%) C++ Developer
10 6 (10.71%) Cloud Developer
11 5 (8.93%) C++ Software Engineer
11 5 (8.93%) Cloud Software Engineer
11 5 (8.93%) Java Software Developer
11 5 (8.93%) Machine Learning Developer
11 5 (8.93%) Research Engineer
Libraries, Frameworks & Software Standards
1 21 (37.50%) Natural Language Processing
Miscellaneous
1 56 (100.00%) Algorithms
2 33 (58.93%) Smart City
3 9 (16.07%) Computer Science
3 9 (16.07%) Fintech
4 2 (3.57%) Data Structures
5 1 (1.79%) Greenfield Project
Operating Systems
1 2 (3.57%) Linux
1 2 (3.57%) Unix
Processes & Methodologies
1 54 (96.43%) Artificial Intelligence
1 54 (96.43%) Machine Learning
2 42 (75.00%) Multithreading
3 33 (58.93%) Smart City Simulations
4 31 (55.36%) Software Engineering
5 22 (39.29%) Deep Learning
5 22 (39.29%) Reinforcement Learning
6 10 (17.86%) Neural Network
7 9 (16.07%) Data Analysis
7 9 (16.07%) TDD
8 3 (5.36%) Agile Software Development
9 2 (3.57%) Data Acquisition
9 2 (3.57%) Functional Programming
9 2 (3.57%) OOP
9 2 (3.57%) Prototyping
9 2 (3.57%) Rapid Prototyping
10 1 (1.79%) Bayesian Methods
10 1 (1.79%) Continuous Integration
10 1 (1.79%) Exploratory Testing
10 1 (1.79%) SDET
Programming Languages
1 56 (100.00%) Python
2 54 (96.43%) Java
3 36 (64.29%) C++
4 33 (58.93%) C#
5 31 (55.36%) C
6 21 (37.50%) R
7 2 (3.57%) JavaScript
8 1 (1.79%) Ruby
Qualifications
1 53 (94.64%) PhD
System Software
1 2 (3.57%) Docker
Systems Management
1 2 (3.57%) Docker Swarm
1 2 (3.57%) Kubernetes
1 2 (3.57%) Mesos
1 2 (3.57%) rkt
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £65000 - £80000 per annum + equity and bens
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + equity and bens
Posted: Yesterday