Period
to 12 December 2017

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Julia skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Julia over the 6 months to 12 December 2017 with a comparison to the same period in the previous 2 years.

Julia
England > East of England
6 months to
12 Dec 2017
Same period 2016 Same period 2015
Rank 322 - 384
Rank change year-on-year - +384 -
Permanent jobs citing Julia 36 0 3
As % of all permanent IT jobs advertised in the East of England 0.30% - 0.020%
As % of the Programming Languages category 0.51% - 0.040%
Number of salaries quoted 35 0 3
East of England median annual salary £80,000 - £40,000
England median annual salary £75,000 £58,500 £40,000
% change year-on-year +28.21% +46.25% -

Julia is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East of England with a requirement for coding skills.

All Programming Languages
East of England
Permanent vacancies with a requirement for coding skills 7098 7023 7584
As % of all permanent IT jobs advertised in the East of England 58.51% 53.84% 50.38%
Number of salaries quoted 5952 5982 6614
East of England median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +2.41%
10th Percentile £29,000 £27,500 £26,250
90th Percentile £67,500 £65,000 £62,500
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Julia
Job Vacancy Trend in the East of England

Job postings citing Julia as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Julia in the East of England

Julia
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Julia in the East of England.

Salary trend for Julia in the East of England

Julia
Salary Histogram in the East of England

The salary distribution of IT jobs citing Julia in the East of England over the 6 months to 12 December 2017.

Salary histogram for Julia in the East of England

Julia
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Julia within the East of England region over the 6 months to 12 December 2017. 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
Cambridgeshire - 36 £80,000 -
Julia
England

For the 6 months to 12 December 2017, IT jobs citing Julia also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the East of England region with a requirement for Julia.

1 36 (100.00%) Python
1 36 (100.00%) Mathematics
1 36 (100.00%) Physics
1 36 (100.00%) Computer Science
2 31 (86.11%) Economics
2 31 (86.11%) Statistics
2 31 (86.11%) Machine Learning
2 31 (86.11%) PhD
2 31 (86.11%) MATLAB
2 31 (86.11%) Artificial Intelligence
3 22 (61.11%) R
4 20 (55.56%) Finance
5 19 (52.78%) Algorithms
6 18 (50.00%) Bayesian Methods
7 17 (47.22%) Deep Learning
7 17 (47.22%) Probabilistic Modelling
7 17 (47.22%) Neural Network
7 17 (47.22%) C++
7 17 (47.22%) Java
7 17 (47.22%) SQL
8 14 (38.89%) Creative Thinking
8 14 (38.89%) Probability Theory
8 14 (38.89%) Open Source
8 14 (38.89%) Software Engineering
9 5 (13.89%) HTML5
9 5 (13.89%) NoSQL
9 5 (13.89%) OpenStack
9 5 (13.89%) Web Development
9 5 (13.89%) Degree
9 5 (13.89%) C

Julia
Co-occurring IT Skills in the East of England 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 5 (13.89%) OpenStack
Cloud Services
1 5 (13.89%) Amazon AWS
Database & Business Intelligence
1 5 (13.89%) MySQL
1 5 (13.89%) NoSQL
General
1 20 (55.56%) Finance
Job Titles
1 15 (41.67%) Machine Learning Researcher
2 14 (38.89%) Research Engineer
3 12 (33.33%) Software Engineer
4 10 (27.78%) Python Software Engineer
5 4 (11.11%) Machine Learning Engineer
6 2 (5.56%) Optimisation Engineer
6 2 (5.56%) Research Scientist
7 1 (2.78%) Algorithm Engineer
7 1 (2.78%) Machine Learning Scientist
7 1 (2.78%) Statistical Researcher
Libraries, Frameworks & Software Standards
1 5 (13.89%) CSS
1 5 (13.89%) HTML
1 5 (13.89%) HTML5
1 5 (13.89%) Web Services
2 2 (5.56%) TensorFlow
Miscellaneous
1 36 (100.00%) Computer Science
2 19 (52.78%) Algorithms
Processes & Methodologies
1 36 (100.00%) Mathematics
1 36 (100.00%) Physics
2 31 (86.11%) Artificial Intelligence
2 31 (86.11%) Economics
2 31 (86.11%) Machine Learning
2 31 (86.11%) Statistics
3 18 (50.00%) Bayesian Methods
4 17 (47.22%) Deep Learning
4 17 (47.22%) Neural Network
4 17 (47.22%) Probabilistic Modelling
5 14 (38.89%) Creative Thinking
5 14 (38.89%) Open Source
5 14 (38.89%) Probability Theory
5 14 (38.89%) Software Engineering
6 5 (13.89%) Agile Software Development
6 5 (13.89%) Bioinformatics
6 5 (13.89%) Statistical Analysis
6 5 (13.89%) Web Development
7 4 (11.11%) Time Series Forecasting
8 1 (2.78%) Decision Tree
Programming Languages
1 36 (100.00%) Python
2 31 (86.11%) MATLAB
3 22 (61.11%) R
4 17 (47.22%) C++
4 17 (47.22%) Java
4 17 (47.22%) SQL
5 5 (13.89%) C
5 5 (13.89%) JavaScript
5 5 (13.89%) Perl
Qualifications
1 31 (86.11%) PhD
2 5 (13.89%) Degree
System Software
1 5 (13.89%) VMware Infrastructure
Vendors
1 5 (13.89%) Oracle
1 5 (13.89%) VMware