Period
to 13 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 6 months to 13 November 2018 with a comparison to the same period in the previous 2 years.

Distributed Algorithms
East of England > Cambridgeshire
6 months to
13 Nov 2018
Same period 2017 Same period 2016
Rank 120 168 161
Rank change year-on-year +48 -7 -
Permanent jobs citing Distributed Algorithms 64 42 15
As % of all permanent IT jobs advertised in Cambridgeshire 1.99% 1.02% 0.43%
As % of the Processes & Methodologies category 2.15% 1.10% 0.48%
Number of salaries quoted 64 42 15
Cambridgeshire median annual salary £57,500 £70,000 £75,000
Median salary % change year-on-year -17.86% -6.67% -
10th Percentile £32,500 £58,375 £67,500
90th Percentile £76,250 £83,625 £77,500
East of England median annual salary £57,500 £70,000 £75,000
% change year-on-year -17.86% -6.67% -

Distributed Algorithms is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridgeshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Permanent vacancies with a requirement for process or methodology skills 2,970 3,832 3,110
As % of all permanent IT jobs advertised in Cambridgeshire 92.15% 93.17% 89.27%
Number of salaries quoted 2,119 2,934 2,553
Cambridgeshire median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +1.12%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £71,250 £71,250 £66,250
East of England median annual salary £47,500 £45,250 £45,000
% change year-on-year +4.97% +0.56% -

Distributed Algorithms
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Distributed Algorithms in Cambridgeshire

Distributed Algorithms
Salary Trend in Cambridgeshire

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

Salary trend for Distributed Algorithms in Cambridgeshire

Distributed Algorithms
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Distributed Algorithms in Cambridgeshire over the 6 months to 13 November 2018.

Salary histogram for Distributed Algorithms in Cambridgeshire

Distributed Algorithms
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Distributed Algorithms within the Cambridgeshire region over the 6 months to 13 November 2018. 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
Cambridge +60 64 £57,500 -17.86% 4
Distributed Algorithms
East of England

For the 6 months to 13 November 2018, IT jobs citing Distributed 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 Cambridgeshire region with a requirement for Distributed Algorithms.

1 64 (100.00%) C++
1 64 (100.00%) Java
1 64 (100.00%) C
1 64 (100.00%) Python
1 64 (100.00%) Multithreading
1 64 (100.00%) Machine Learning
1 64 (100.00%) Algorithms
2 62 (96.88%) C#
3 46 (71.88%) Software Engineering
4 43 (67.19%) Artificial Intelligence
5 40 (62.50%) PhD
5 40 (62.50%) Natural Language Processing
5 40 (62.50%) Bayesian Methods
5 40 (62.50%) MPhil
6 38 (59.38%) Deep Learning
6 38 (59.38%) TensorFlow
6 38 (59.38%) Computational Linguistics
6 38 (59.38%) Computational Biology
6 38 (59.38%) Probabilistic Modelling
6 38 (59.38%) Reinforcement Learning
6 38 (59.38%) Biology
7 28 (43.75%) Smart City
8 26 (40.63%) Big Data
9 25 (39.06%) Games
9 25 (39.06%) Decision-Making
10 24 (37.50%) Robotics
10 24 (37.50%) Data Visualisation
10 24 (37.50%) Visualisation
11 15 (23.44%) Agile Software Development
11 15 (23.44%) Publishing

Distributed Algorithms
Co-occurring IT Skills in Cambridgeshire 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:

Cloud Services
1 2 (3.13%) Amazon AWS
2 1 (1.56%) Cloud Computing
Database & Business Intelligence
1 26 (40.63%) Big Data
General
1 25 (39.06%) Games
2 15 (23.44%) Publishing
3 3 (4.69%) Manufacturing
Job Titles
1 38 (59.38%) Developer
2 21 (32.81%) Java Developer
3 18 (28.13%) Developer/Software Engineer
3 18 (28.13%) Software Engineer
4 17 (26.56%) Software Developer
5 16 (25.00%) Graduate
5 16 (25.00%) Graduate Developer
5 16 (25.00%) Graduate Java Developer
6 15 (23.44%) Machine Learning Engineer
7 10 (15.63%) Machine Learning Researcher
8 9 (14.06%) Machine Learning Developer
8 9 (14.06%) Python Engineer
9 8 (12.50%) Mathematical Developer
10 7 (10.94%) Mathematical Modelling Developer
10 7 (10.94%) Mathematical Modelling Engineer
11 5 (7.81%) Graduate JavaScript Developer
11 5 (7.81%) JavaScript Developer
11 5 (7.81%) Python Developer
12 4 (6.25%) Research Engineer
13 3 (4.69%) Java Engineer
Libraries, Frameworks & Software Standards
1 40 (62.50%) Natural Language Processing
2 38 (59.38%) TensorFlow
3 2 (3.13%) STL
Miscellaneous
1 64 (100.00%) Algorithms
2 28 (43.75%) Smart City
3 24 (37.50%) Robotics
Operating Systems
1 4 (6.25%) Robot Operating System
Processes & Methodologies
1 64 (100.00%) Machine Learning
1 64 (100.00%) Multithreading
2 46 (71.88%) Software Engineering
3 43 (67.19%) Artificial Intelligence
4 40 (62.50%) Bayesian Methods
5 38 (59.38%) Biology
5 38 (59.38%) Computational Biology
5 38 (59.38%) Computational Linguistics
5 38 (59.38%) Deep Learning
5 38 (59.38%) Probabilistic Modelling
5 38 (59.38%) Reinforcement Learning
6 25 (39.06%) Decision-Making
7 24 (37.50%) Data Visualisation
7 24 (37.50%) Visualisation
8 15 (23.44%) Agile Software Development
8 15 (23.44%) Mathematics
9 13 (20.31%) Markov Model
10 7 (10.94%) Mathematical Modelling
11 3 (4.69%) Data Analytics
11 3 (4.69%) Neural Network
Programming Languages
1 64 (100.00%) C
1 64 (100.00%) C++
1 64 (100.00%) Java
1 64 (100.00%) Python
2 62 (96.88%) C#
3 6 (9.38%) JavaScript
4 3 (4.69%) Rust
4 3 (4.69%) Scala
5 1 (1.56%) Java 8
Qualifications
1 40 (62.50%) MPhil
1 40 (62.50%) PhD