Period
to 24 April 2018

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

Julia
UK
6 months to
24 Apr 2018
Same period 2017 Same period 2016
Rank 1146 1163 1236
Rank change year-on-year +17 +73 +91
Permanent jobs citing Julia 37 13 33
As % of all permanent IT jobs advertised in the UK 0.021% 0.008% 0.016%
As % of the Programming Languages category 0.037% 0.014% 0.031%
Number of salaries quoted 25 11 21
UK median annual salary £70,000 £60,000 £57,500
Median salary % change year-on-year +16.67% +4.35% +64.29%
10th Percentile £32,500 £55,000 £40,000
90th Percentile £75,000 £105,000 £97,500
UK excluding London median annual salary £70,000 £60,000 £40,000
% change year-on-year +16.67% +50.00% +14.29%

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 99,362 92,828 105,844
As % of all permanent IT jobs advertised in the UK 56.06% 54.64% 52.05%
Number of salaries quoted 83,536 79,265 91,376
UK median annual salary £50,000 £47,500 £46,000
Median salary % change year-on-year +5.26% +3.26% +2.22%
10th Percentile £30,000 £28,750 £28,125
90th Percentile £78,750 £76,250 £75,000
UK excluding London median annual salary £44,000 £42,500 £40,000
% change year-on-year +3.53% +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 24 April 2018.

Salary histogram for Julia in the UK

Julia
Top 7 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 24 April 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
UK excluding London +5 32 £70,000 +16.67% 1
England -11 31 £70,000 +16.67% 2
South East +1 13 £70,000 +19.66% 1
East of England -7 13 £70,000 -12.50%
London -33 5 £35,000 -42.86% 1
Scotland - 4 £39,750 -
Wales - 2 £27,250 -

For the 6 months to 24 April 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 with a requirement for Julia.

1 32 (86.49%) MATLAB
1 32 (86.49%) Mathematics
2 31 (83.78%) Python
2 31 (83.78%) Machine Learning
3 29 (78.38%) Computer Science
4 27 (72.97%) Physics
4 27 (72.97%) PhD
5 26 (70.27%) Statistics
5 26 (70.27%) R
5 26 (70.27%) Algorithms
6 23 (62.16%) Probabilistic Modelling
6 23 (62.16%) SQL
7 19 (51.35%) Artificial Intelligence
7 19 (51.35%) Neural Network
7 19 (51.35%) Deep Learning
8 18 (48.65%) Bayesian Methods
8 18 (48.65%) Economics
9 17 (45.95%) TensorFlow
10 16 (43.24%) Big Data
11 10 (27.03%) Natural Language Processing
11 10 (27.03%) Agile Software Development
12 9 (24.32%) Degree
13 8 (21.62%) Java
13 8 (21.62%) Data Science
14 7 (18.92%) Computer Science Degree
14 7 (18.92%) Software Engineering
14 7 (18.92%) C
14 7 (18.92%) C++
15 5 (13.51%) Finance
15 5 (13.51%) scikit-learn

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 4 (10.81%) Apache Spark
2 2 (5.41%) Apache
2 2 (5.41%) SAS
Cloud Services
1 2 (5.41%) Amazon AWS
1 2 (5.41%) Amazon EC2
1 2 (5.41%) Cloud Computing
Communications & Networking
1 3 (8.11%) Network Security
Database & Business Intelligence
1 16 (43.24%) Big Data
2 2 (5.41%) Apache Cassandra
2 2 (5.41%) Apache Hive
2 2 (5.41%) Hadoop
2 2 (5.41%) MongoDB
2 2 (5.41%) NoSQL
2 2 (5.41%) RDBMS
2 2 (5.41%) Relational Database
3 1 (2.70%) SQL Server
General
1 5 (13.51%) Finance
Job Titles
1 13 (35.14%) Machine Learning Researcher
2 8 (21.62%) Developer
3 6 (16.22%) Software Engineer
4 5 (13.51%) Developer/Software Engineer
4 5 (13.51%) Research Engineer
4 5 (13.51%) Software Developer
5 4 (10.81%) Graduate
6 3 (8.11%) Data Scientist
6 3 (8.11%) Graduate Developer
6 3 (8.11%) Graduate Software Developer
6 3 (8.11%) Graduate Software Engineer
7 2 (5.41%) C++ Developer
7 2 (5.41%) C++ Software Developer
7 2 (5.41%) Delphi Developer
7 2 (5.41%) Graduate Network Engineer
7 2 (5.41%) Machine Learning Engineer
7 2 (5.41%) MATLAB Developer
7 2 (5.41%) Security Engineer
7 2 (5.41%) Senior Software Developer
7 2 (5.41%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 17 (45.95%) TensorFlow
2 10 (27.03%) Natural Language Processing
3 5 (13.51%) scikit-learn
4 3 (8.11%) WPF
5 2 (5.41%) Kafka
5 2 (5.41%) Torch
Miscellaneous
1 29 (78.38%) Computer Science
2 26 (70.27%) Algorithms
3 3 (8.11%) Self-Motivation
4 2 (5.41%) Credit Risk
4 2 (5.41%) Data Structures
5 1 (2.70%) Analytical Skills
5 1 (2.70%) Robotics
Operating Systems
1 4 (10.81%) Windows
2 2 (5.41%) Linux
Processes & Methodologies
1 32 (86.49%) Mathematics
2 31 (83.78%) Machine Learning
3 27 (72.97%) Physics
4 26 (70.27%) Statistics
5 23 (62.16%) Probabilistic Modelling
6 19 (51.35%) Artificial Intelligence
6 19 (51.35%) Deep Learning
6 19 (51.35%) Neural Network
7 18 (48.65%) Bayesian Methods
7 18 (48.65%) Economics
8 10 (27.03%) Agile Software Development
9 8 (21.62%) Data Science
10 7 (18.92%) Software Engineering
11 5 (13.51%) Probability Theory
12 4 (10.81%) DevOps
12 4 (10.81%) Mathematical Modelling
12 4 (10.81%) OO
12 4 (10.81%) OOD
12 4 (10.81%) Open Source
13 3 (8.11%) Bioinformatics
Programming Languages
1 32 (86.49%) MATLAB
2 31 (83.78%) Python
3 26 (70.27%) R
4 23 (62.16%) SQL
5 8 (21.62%) Java
6 7 (18.92%) C
6 7 (18.92%) C++
7 3 (8.11%) C#
7 3 (8.11%) Delphi
8 2 (5.41%) PL/SQL
Qualifications
1 27 (72.97%) PhD
2 9 (24.32%) Degree
3 7 (18.92%) Computer Science Degree
4 5 (13.51%) Master's Degree
System Software
1 2 (5.41%) Docker
1 2 (5.41%) LXC
Systems Management
1 2 (5.41%) Systems Management Server (SMS)
Vendors
1 4 (10.81%) Microsoft
2 2 (5.41%) Oracle