Period
to 24 February 2018

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 24 February 2018 with a comparison to the same period in the previous 2 years.

Julia
England > East of England
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 340 - 368
Rank change year-on-year - +368 +24
Permanent jobs citing Julia 28 0 5
As % of all permanent IT jobs advertised in the East of England 0.22% - 0.033%
As % of the Programming Languages category 0.39% - 0.067%
Number of salaries quoted 17 0 5
East of England median annual salary £77,500 - £40,000
England median annual salary £70,000 £58,500 £50,000
% change year-on-year +19.66% +17.00% +42.86%

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 7,234 6,898 7,420
As % of all permanent IT jobs advertised in the East of England 57.99% 54.61% 49.37%
Number of salaries quoted 5,997 5,784 6,304
East of England median annual salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88% -
10th Percentile £29,750 £27,500 £26,250
90th Percentile £70,000 £65,000 £63,750
England median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +3.26% +2.22%

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 24 February 2018.

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 24 February 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
Cambridgeshire - 28 £77,500 - 1
Julia
England

For the 6 months to 24 February 2018, IT jobs citing Julia 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 East of England region with a requirement for Julia.

1 28 (100.00%) Computer Science
2 26 (92.86%) Mathematics
2 26 (92.86%) Physics
2 26 (92.86%) Python
3 23 (82.14%) Machine Learning
4 21 (75.00%) PhD
5 20 (71.43%) Statistics
6 18 (64.29%) MATLAB
7 16 (57.14%) R
8 15 (53.57%) Algorithms
9 13 (46.43%) Probabilistic Modelling
9 13 (46.43%) Finance
9 13 (46.43%) Java
9 13 (46.43%) Artificial Intelligence
9 13 (46.43%) Economics
10 12 (42.86%) Degree
11 10 (35.71%) Probability Theory
11 10 (35.71%) C++
12 8 (28.57%) SQL
12 8 (28.57%) C
12 8 (28.57%) Neural Network
12 8 (28.57%) Bioinformatics
12 8 (28.57%) Bayesian Methods
12 8 (28.57%) Deep Learning
13 7 (25.00%) Computer Science Degree
13 7 (25.00%) TensorFlow
13 7 (25.00%) Open Source
13 7 (25.00%) Amazon AWS
13 7 (25.00%) Software Engineering
14 5 (17.86%) VMware

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 (17.86%) OpenStack
2 2 (7.14%) Apache
2 2 (7.14%) Apache Spark
Cloud Services
1 7 (25.00%) Amazon AWS
2 2 (7.14%) Amazon EC2
2 2 (7.14%) Cloud Computing
Database & Business Intelligence
1 5 (17.86%) MySQL
1 5 (17.86%) NoSQL
General
1 13 (46.43%) Finance
Job Titles
1 10 (35.71%) Research Engineer
2 8 (28.57%) Machine Learning Researcher
3 7 (25.00%) Software Engineer
4 5 (17.86%) Python Software Engineer
5 2 (7.14%) Developer
5 2 (7.14%) Developer/Software Engineer
5 2 (7.14%) Senior Developer
5 2 (7.14%) Senior Software Developer
5 2 (7.14%) Senior Software Engineer
6 1 (3.57%) Optimisation Engineer
Libraries, Frameworks & Software Standards
1 7 (25.00%) TensorFlow
2 5 (17.86%) CSS
2 5 (17.86%) HTML
2 5 (17.86%) HTML5
2 5 (17.86%) scikit-learn
2 5 (17.86%) Web Services
Miscellaneous
1 28 (100.00%) Computer Science
2 15 (53.57%) Algorithms
Operating Systems
1 2 (7.14%) Linux
Processes & Methodologies
1 26 (92.86%) Mathematics
1 26 (92.86%) Physics
2 23 (82.14%) Machine Learning
3 20 (71.43%) Statistics
4 13 (46.43%) Artificial Intelligence
4 13 (46.43%) Economics
4 13 (46.43%) Probabilistic Modelling
5 10 (35.71%) Probability Theory
6 8 (28.57%) Bayesian Methods
6 8 (28.57%) Bioinformatics
6 8 (28.57%) Deep Learning
6 8 (28.57%) Neural Network
7 7 (25.00%) Open Source
7 7 (25.00%) Software Engineering
8 5 (17.86%) Agile Software Development
8 5 (17.86%) Creative Thinking
8 5 (17.86%) Data Science
8 5 (17.86%) Statistical Analysis
8 5 (17.86%) Web Development
9 3 (10.71%) Biology
Programming Languages
1 26 (92.86%) Python
2 18 (64.29%) MATLAB
3 16 (57.14%) R
4 13 (46.43%) Java
5 10 (35.71%) C++
6 8 (28.57%) C
6 8 (28.57%) SQL
7 5 (17.86%) JavaScript
7 5 (17.86%) Perl
Qualifications
1 21 (75.00%) PhD
2 12 (42.86%) Degree
3 7 (25.00%) Computer Science Degree
4 5 (17.86%) Master's Degree
System Software
1 5 (17.86%) VMware Infrastructure
2 2 (7.14%) Docker
2 2 (7.14%) LXC
Vendors
1 5 (17.86%) Oracle
1 5 (17.86%) VMware