Period
to 16 January 2019

The following table provides summary statistics for permanent job vacancies 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 16 January 2019 with a comparison to the same period in the previous 2 years.

Julia
UK
6 months to
16 Jan 2019
Same period 2018 Same period 2017
Rank 1065 1114 1200
Rank change year-on-year +49 +86 +74
Permanent jobs citing Julia 44 82 5
As % of all permanent IT jobs advertised in the UK 0.029% 0.047% 0.003%
As % of the Programming Languages category 0.053% 0.085% 0.005%
Number of salaries quoted 40 79 5
UK median annual salary £75,000 £70,000 £58,500
Median salary % change year-on-year +7.14% +19.66% +46.25%
10th Percentile £42,500 £38,432 £55,700
90th Percentile £187,500 £90,000 £66,850
UK excluding London median annual salary £60,000 £70,000 £58,500
% change year-on-year -14.29% +19.66% +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 with a requirement for coding skills.

All Programming Languages
UK
Permanent vacancies with a requirement for coding skills 83,035 96,137 93,904
As % of all permanent IT jobs advertised in the UK 54.96% 55.43% 53.21%
Number of salaries quoted 68,741 80,045 80,673
UK median annual salary £52,000 £50,000 £47,500
Median salary % change year-on-year +4.00% +5.26% +5.56%
10th Percentile £31,250 £29,750 £28,750
90th Percentile £85,000 £77,500 £76,250
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

Julia
Job Vacancy Trend

Job postings citing Julia as a percentage of all IT jobs advertised.

Job vacancy trend for Julia in the UK

Julia
Salary Trend

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

Salary trend for Julia in the UK

Julia
Salary Histogram

The salary distribution of IT jobs citing Julia over the 6 months to 16 January 2019.

Salary histogram for Julia in the UK

Julia
Top 9 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Julia within the UK over the 6 months to 16 January 2019. 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
England +40 43 £75,000 +1.69% 2
London +54 27 £135,000 +68.75% 1
UK excluding London +8 17 £60,000 -14.29% 1
East of England +13 8 £65,000 -18.75%
South East +8 6 £45,000 -35.71% 1
Scotland 0 1 £39,000 -1.27%
North of England - 1 £40,000 -
South West - 1 £42,000 -
Yorkshire - 1 £40,000 -

For the 6 months to 16 January 2019, 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 with a requirement for Julia.

1 39 (88.64%) Python
2 36 (81.82%) Java
2 36 (81.82%) Statistics
2 36 (81.82%) Machine Learning
3 35 (79.55%) Computer Science
4 34 (77.27%) C++
5 31 (70.45%) Artificial Intelligence
5 31 (70.45%) Neural Network
5 31 (70.45%) Deep Learning
5 31 (70.45%) Bayesian Methods
6 22 (50.00%) PhD
6 22 (50.00%) MPhil
7 21 (47.73%) Mathematics
8 18 (40.91%) Markov Model
8 18 (40.91%) Reinforcement Learning
8 18 (40.91%) Decision Tree
9 17 (38.64%) Software Engineering
10 13 (29.55%) Publishing
10 13 (29.55%) Econometrics
10 13 (29.55%) Probabilistic Modelling
10 13 (29.55%) Decision-Making
11 11 (25.00%) MATLAB
11 11 (25.00%) R
12 10 (22.73%) Algorithms
12 10 (22.73%) SQL
13 9 (20.45%) Natural Language Processing
13 9 (20.45%) Cortana Intelligence Suite
13 9 (20.45%) Amazon Alexa
13 9 (20.45%) Dialogue System
13 9 (20.45%) Siri

Julia
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 5 (11.36%) SAS
Applications
1 5 (11.36%) Microsoft Office
Cloud Services
1 9 (20.45%) Amazon Alexa
1 9 (20.45%) Cortana Intelligence Suite
1 9 (20.45%) Siri
2 5 (11.36%) Microsoft Azure
3 4 (9.09%) Google Cloud Platform
4 1 (2.27%) Amazon AWS
4 1 (2.27%) Cloud Computing
Database & Business Intelligence
1 8 (18.18%) Big Data
2 4 (9.09%) Amazon Redshift
2 4 (9.09%) BigQuery
2 4 (9.09%) Data Warehouse
General
1 13 (29.55%) Publishing
2 5 (11.36%) Finance
Job Titles
1 12 (27.27%) Machine Learning Researcher
2 6 (13.64%) Analyst
2 6 (13.64%) Data Analyst
2 6 (13.64%) Python Engineer
3 5 (11.36%) Developer
3 5 (11.36%) Machine Learning Scientist
3 5 (11.36%) Research Engineer
4 4 (9.09%) Data Scientist
4 4 (9.09%) Python Developer
5 3 (6.82%) Software Engineer
6 2 (4.55%) Algorithm Engineer
7 1 (2.27%) Developer/Software Engineer
7 1 (2.27%) Machine Learning Developer
7 1 (2.27%) Optimisation Engineer
7 1 (2.27%) Research Scientist
7 1 (2.27%) Software Developer
Libraries, Frameworks & Software Standards
1 9 (20.45%) Natural Language Processing
2 1 (2.27%) WPF
Miscellaneous
1 10 (22.73%) Algorithms
2 5 (11.36%) Fintech
3 4 (9.09%) Analytical Skills
3 4 (9.09%) Data Structures
4 1 (2.27%) Hedge funds
4 1 (2.27%) Robotics
Operating Systems
1 1 (2.27%) Linux
1 1 (2.27%) Robot Operating System
1 1 (2.27%) Windows
Processes & Methodologies
1 36 (81.82%) Machine Learning
1 36 (81.82%) Statistics
2 35 (79.55%) Computer Science
3 31 (70.45%) Artificial Intelligence
3 31 (70.45%) Bayesian Methods
3 31 (70.45%) Deep Learning
3 31 (70.45%) Neural Network
4 21 (47.73%) Mathematics
5 18 (40.91%) Decision Tree
5 18 (40.91%) Markov Model
5 18 (40.91%) Reinforcement Learning
6 17 (38.64%) Software Engineering
7 13 (29.55%) Decision-Making
7 13 (29.55%) Econometrics
7 13 (29.55%) Probabilistic Modelling
8 9 (20.45%) Dialogue System
9 5 (11.36%) Data Analysis
9 5 (11.36%) Data Extraction
9 5 (11.36%) Statistical Modelling
9 5 (11.36%) Time Series Forecasting
Programming Languages
1 39 (88.64%) Python
2 36 (81.82%) Java
3 34 (77.27%) C++
4 11 (25.00%) MATLAB
4 11 (25.00%) R
5 10 (22.73%) SQL
6 5 (11.36%) Scala
7 2 (4.55%) C#
8 1 (2.27%) Fortran
8 1 (2.27%) Shell Script
Qualifications
1 22 (50.00%) MPhil
1 22 (50.00%) PhD
2 5 (11.36%) Degree
Vendors
1 6 (13.64%) Microsoft
2 5 (11.36%) Apple
2 5 (11.36%) Google