Period
to 15 October 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 15 October 2018 with a comparison to the same period in the previous 2 years.

Julia
UK
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 1109 1094 1222
Rank change year-on-year -15 +128 +86
Permanent jobs citing Julia 36 86 9
As % of all permanent IT jobs advertised in the UK 0.022% 0.049% 0.005%
As % of the Programming Languages category 0.039% 0.089% 0.009%
Number of salaries quoted 36 85 5
UK median annual salary £75,000 £80,000 £67,500
Median salary % change year-on-year -6.25% +18.52% +99.09%
10th Percentile £52,500 £60,000 £52,500
90th Percentile £187,500 £90,000 £97,500
UK excluding London median annual salary £60,000 £80,000 -
% change year-on-year -25.00% - -

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 91,449 96,184 100,394
As % of all permanent IT jobs advertised in the UK 55.56% 55.33% 52.72%
Number of salaries quoted 76,082 78,909 86,601
UK median annual salary £50,000 £48,000 £47,500
Median salary % change year-on-year +4.17% +1.05% +5.56%
10th Percentile £31,250 £29,000 £28,500
90th Percentile £82,500 £77,500 £76,000
UK excluding London median annual salary £45,000 £42,500 £40,500
% change year-on-year +5.88% +4.94% +1.25%

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 15 October 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 15 October 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
England -19 35 £75,000 -6.25% 12
London +43 22 £80,000 +18.52% 9
UK excluding London -36 14 £60,000 -25.00% 3
South East -7 6 £60,000 -14.29%
East of England -25 6 £62,500 -21.88% 3
Scotland -3 1 £39,500 +5.33%
South West - 1 £42,000 -

For the 6 months to 15 October 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 35 (97.22%) Python
2 34 (94.44%) Java
2 34 (94.44%) Machine Learning
3 30 (83.33%) C++
4 29 (80.56%) Neural Network
4 29 (80.56%) Statistics
4 29 (80.56%) Computer Science
5 27 (75.00%) Artificial Intelligence
5 27 (75.00%) Deep Learning
5 27 (75.00%) Bayesian Methods
6 22 (61.11%) PhD
7 20 (55.56%) MPhil
8 17 (47.22%) Reinforcement Learning
8 17 (47.22%) Decision Tree
8 17 (47.22%) Markov Model
9 16 (44.44%) Software Engineering
10 15 (41.67%) Algorithms
11 12 (33.33%) Natural Language Processing
12 11 (30.56%) Big Data
13 10 (27.78%) Publishing
13 10 (27.78%) Econometrics
13 10 (27.78%) Cortana Intelligence Suite
13 10 (27.78%) Amazon Alexa
13 10 (27.78%) Probabilistic Modelling
13 10 (27.78%) Decision-Making
13 10 (27.78%) Dialogue System
13 10 (27.78%) Siri
14 9 (25.00%) Mathematics
15 8 (22.22%) R
16 7 (19.44%) Hadoop

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 10 (27.78%) Amazon Alexa
2 7 (19.44%) Apache Spark
Cloud Services
1 10 (27.78%) Cortana Intelligence Suite
1 10 (27.78%) Siri
Database & Business Intelligence
1 11 (30.56%) Big Data
2 7 (19.44%) Apache Hive
2 7 (19.44%) Hadoop
3 5 (13.89%) Apache Cassandra
3 5 (13.89%) MongoDB
3 5 (13.89%) NoSQL
3 5 (13.89%) RDBMS
3 5 (13.89%) Relational Database
4 2 (5.56%) Data Mining
4 2 (5.56%) Text Mining
General
1 10 (27.78%) Publishing
2 2 (5.56%) Finance
2 2 (5.56%) Retail
2 2 (5.56%) Telecoms
Job Titles
1 13 (36.11%) Machine Learning Researcher
2 7 (19.44%) Data Scientist
3 5 (13.89%) Python Engineer
4 4 (11.11%) Developer
4 4 (11.11%) Machine Learning Scientist
5 3 (8.33%) Python Developer
5 3 (8.33%) Research Engineer
6 2 (5.56%) Algorithm Engineer
7 1 (2.78%) Analyst
7 1 (2.78%) C# Developer
7 1 (2.78%) Data Analyst
7 1 (2.78%) Optimisation Engineer
7 1 (2.78%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 12 (33.33%) Natural Language Processing
2 5 (13.89%) Kafka
2 5 (13.89%) Torch
3 2 (5.56%) D3.js
4 1 (2.78%) WPF
Miscellaneous
1 29 (80.56%) Computer Science
2 15 (41.67%) Algorithms
3 5 (13.89%) Data Structures
4 2 (5.56%) Analytical Skills
4 2 (5.56%) Life Science
4 2 (5.56%) Management Information System
4 2 (5.56%) Social Network
5 1 (2.78%) Hedge funds
5 1 (2.78%) Robotics
Operating Systems
1 1 (2.78%) Robot Operating System
1 1 (2.78%) Windows
Processes & Methodologies
1 34 (94.44%) Machine Learning
2 29 (80.56%) Neural Network
2 29 (80.56%) Statistics
3 27 (75.00%) Artificial Intelligence
3 27 (75.00%) Bayesian Methods
3 27 (75.00%) Deep Learning
4 17 (47.22%) Decision Tree
4 17 (47.22%) Markov Model
4 17 (47.22%) Reinforcement Learning
5 16 (44.44%) Software Engineering
6 10 (27.78%) Decision-Making
6 10 (27.78%) Dialogue System
6 10 (27.78%) Econometrics
6 10 (27.78%) Probabilistic Modelling
7 9 (25.00%) Mathematics
8 7 (19.44%) Data Science
8 7 (19.44%) Predictive Modelling
8 7 (19.44%) Problem-Solving
9 6 (16.67%) Data Analysis
10 5 (13.89%) Statistical Modelling
Programming Languages
1 35 (97.22%) Python
2 34 (94.44%) Java
3 30 (83.33%) C++
4 8 (22.22%) R
5 6 (16.67%) MATLAB
5 6 (16.67%) SQL
6 5 (13.89%) PL/SQL
7 2 (5.56%) Scala
8 1 (2.78%) C#
Qualifications
1 22 (61.11%) PhD
2 20 (55.56%) MPhil
3 1 (2.78%) Degree
System Software
1 2 (5.56%) HDFS
Systems Management
1 1 (2.78%) Systems Management Server (SMS)
Vendors
1 6 (16.67%) Apple
1 6 (16.67%) Google
2 5 (13.89%) Oracle
3 1 (2.78%) Microsoft