Period
to 22 July 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 22 July 2018 with a comparison to the same period in the previous 2 years.

Julia
UK
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 1145 1165 1256
Rank change year-on-year +20 +91 +68
Permanent jobs citing Julia 22 39 27
As % of all permanent IT jobs advertised in the UK 0.013% 0.022% 0.013%
As % of the Programming Languages category 0.023% 0.039% 0.025%
Number of salaries quoted 14 37 13
UK median annual salary £58,500 £80,000 £80,000
Median salary % change year-on-year -26.88% - +100.00%
10th Percentile £30,800 £55,750 £42,000
90th Percentile £73,000 £105,000 £107,500
UK excluding London median annual salary £58,500 £80,000 £46,250
% change year-on-year -26.88% +72.97% +15.63%

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 96,936 99,071 105,972
As % of all permanent IT jobs advertised in the UK 55.90% 55.44% 52.35%
Number of salaries quoted 80,564 82,705 91,646
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £30,500 £28,750 £28,250
90th Percentile £80,000 £77,500 £75,000
UK excluding London median annual salary £45,000 £42,500 £40,000
% 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 22 July 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 22 July 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 +15 19 £60,000 -25.00% 4
UK excluding London -7 18 £58,500 -26.88% 2
East of England -9 8 - -
South East +9 7 £60,000 +33.33%
London +4 4 £65,000 - 4
Wales - 2 £27,250 -
Scotland - 1 £39,500 - 2

For the 6 months to 22 July 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 19 (86.36%) Python
1 19 (86.36%) Machine Learning
2 15 (68.18%) Algorithms
3 14 (63.64%) Data Science
4 13 (59.09%) MATLAB
5 12 (54.55%) Computer Science
5 12 (54.55%) Java
5 12 (54.55%) R
6 11 (50.00%) Apache Spark
6 11 (50.00%) Statistics
7 9 (40.91%) Hadoop
7 9 (40.91%) Open Source
7 9 (40.91%) Predictive Modelling
7 9 (40.91%) Apache Hive
7 9 (40.91%) SQL
7 9 (40.91%) Big Data
7 9 (40.91%) Problem-Solving
8 8 (36.36%) PhD
8 8 (36.36%) Mathematics
9 7 (31.82%) Degree
9 7 (31.82%) Data Analysis
9 7 (31.82%) MongoDB
9 7 (31.82%) Apache Cassandra
9 7 (31.82%) NoSQL
9 7 (31.82%) Oracle
9 7 (31.82%) PL/SQL
9 7 (31.82%) RDBMS
9 7 (31.82%) Computer Science Degree
9 7 (31.82%) Statistical Modelling
9 7 (31.82%) Kafka

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 11 (50.00%) Apache Spark
2 2 (9.09%) Apache
2 2 (9.09%) SAS
3 1 (4.55%) Amazon Alexa
Cloud Services
1 2 (9.09%) Amazon AWS
1 2 (9.09%) Amazon EC2
1 2 (9.09%) Cloud Computing
2 1 (4.55%) Cortana Intelligence Suite
Database & Business Intelligence
1 9 (40.91%) Apache Hive
1 9 (40.91%) Big Data
1 9 (40.91%) Hadoop
2 7 (31.82%) Apache Cassandra
2 7 (31.82%) MongoDB
2 7 (31.82%) NoSQL
2 7 (31.82%) RDBMS
2 7 (31.82%) Relational Database
3 2 (9.09%) Data Mining
3 2 (9.09%) Text Mining
4 1 (4.55%) SQL Server
General
1 4 (18.18%) Finance
2 2 (9.09%) Retail
2 2 (9.09%) Telecoms
3 1 (4.55%) Publishing
Job Titles
1 9 (40.91%) Data Scientist
2 5 (22.73%) Research Engineer
3 3 (13.64%) Developer
4 2 (9.09%) Analyst
4 2 (9.09%) Developer/Software Engineer
4 2 (9.09%) Machine Learning Researcher
4 2 (9.09%) Senior Developer
4 2 (9.09%) Senior Software Developer
4 2 (9.09%) Senior Software Engineer
4 2 (9.09%) Software Engineer
5 1 (4.55%) C# Developer
5 1 (4.55%) Credit Analyst
5 1 (4.55%) Credit Risk Analyst
5 1 (4.55%) Graduate
5 1 (4.55%) Graduate Analyst
5 1 (4.55%) Pricing Analyst
5 1 (4.55%) Risk Analyst
5 1 (4.55%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 7 (31.82%) Kafka
1 7 (31.82%) TensorFlow
1 7 (31.82%) Torch
2 5 (22.73%) scikit-learn
3 3 (13.64%) Natural Language Processing
4 2 (9.09%) D3.js
5 1 (4.55%) WPF
Miscellaneous
1 15 (68.18%) Algorithms
2 12 (54.55%) Computer Science
3 7 (31.82%) Data Structures
4 3 (13.64%) Analytical Skills
5 2 (9.09%) Credit Risk
5 2 (9.09%) Life Science
5 2 (9.09%) Management Information System
5 2 (9.09%) Social Network
6 1 (4.55%) Self-Motivation
Operating Systems
1 2 (9.09%) Linux
2 1 (4.55%) Windows
Processes & Methodologies
1 19 (86.36%) Machine Learning
2 14 (63.64%) Data Science
3 11 (50.00%) Statistics
4 9 (40.91%) Open Source
4 9 (40.91%) Predictive Modelling
4 9 (40.91%) Problem-Solving
5 8 (36.36%) Mathematics
6 7 (31.82%) Data Analysis
6 7 (31.82%) MapReduce
6 7 (31.82%) Statistical Modelling
7 6 (27.27%) Physics
7 6 (27.27%) Probabilistic Modelling
7 6 (27.27%) Software Engineering
8 5 (22.73%) Probability Theory
9 4 (18.18%) Neural Network
10 3 (13.64%) Data Visualisation
10 3 (13.64%) Visualisation
11 2 (9.09%) Analytics
11 2 (9.09%) Deep Learning
11 2 (9.09%) Kalman Filter
Programming Languages
1 19 (86.36%) Python
2 13 (59.09%) MATLAB
3 12 (54.55%) Java
3 12 (54.55%) R
4 9 (40.91%) SQL
5 7 (31.82%) PL/SQL
6 4 (18.18%) C++
7 2 (9.09%) Scala
8 1 (4.55%) C
8 1 (4.55%) C#
Qualifications
1 8 (36.36%) PhD
2 7 (31.82%) Computer Science Degree
2 7 (31.82%) Degree
3 5 (22.73%) Master's Degree
System Software
1 2 (9.09%) Docker
1 2 (9.09%) HDFS
1 2 (9.09%) LXC
Systems Management
1 1 (4.55%) Systems Management Server (SMS)
Vendors
1 7 (31.82%) Oracle
2 1 (4.55%) Apple
2 1 (4.55%) Google
2 1 (4.55%) Microsoft