Period
to 13 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire 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 13 December 2017 with a comparison to the same period in the previous 2 years.

Julia
South East > Oxfordshire
6 months to
13 Dec 2017
Same period 2016 Same period 2015
Rank 156 166 187
Rank change year-on-year +10 +21 -
Permanent jobs citing Julia 26 3 3
As % of all permanent IT jobs advertised in Oxfordshire 0.83% 0.11% 0.088%
As % of the Programming Languages category 1.21% 0.17% 0.15%
Number of salaries quoted 26 3 3
Oxfordshire median annual salary £70,000 £58,500 £33,904
Median salary % change year-on-year +19.66% +72.55% -
10th Percentile £67,500 £56,750 £32,169
90th Percentile £77,500 £60,250 £37,048
South East median annual salary £70,000 £58,500 £33,904
% change year-on-year +19.66% +72.55% -

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 Oxfordshire with a requirement for coding skills.

All Programming Languages
Oxfordshire
Permanent vacancies with a requirement for coding skills 2151 1815 1982
As % of all permanent IT jobs advertised in Oxfordshire 68.74% 63.86% 57.97%
Number of salaries quoted 1788 1525 1646
Oxfordshire median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £30,000 £29,750 £27,500
90th Percentile £72,500 £65,000 £63,000
South East median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

Julia
Job Vacancy Trend in Oxfordshire

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

Job vacancy trend for Julia in Oxfordshire

Julia
Salary Trend in Oxfordshire

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

Salary trend for Julia in Oxfordshire

Julia
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Julia in Oxfordshire over the 6 months to 13 December 2017.

Salary histogram for Julia in Oxfordshire

Julia
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Julia within the Oxfordshire region over the 6 months to 13 December 2017. 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
Oxford - 26 £70,000 - 2
Julia
South East

For the 6 months to 13 December 2017, IT jobs citing Julia also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Oxfordshire region with a requirement for Julia.

1 26 (100.00%) Python
1 26 (100.00%) PhD
1 26 (100.00%) R
1 26 (100.00%) Machine Learning
1 26 (100.00%) Algorithms
2 25 (96.15%) Bayesian Methods
3 24 (92.31%) Natural Language Processing
4 23 (88.46%) TensorFlow
5 21 (80.77%) Statistics
5 21 (80.77%) MATLAB
5 21 (80.77%) SQL
5 21 (80.77%) Neural Network
5 21 (80.77%) Economics
5 21 (80.77%) Mathematics
5 21 (80.77%) Physics
5 21 (80.77%) Computer Science
5 21 (80.77%) Deep Learning
6 20 (76.92%) Probabilistic Modelling
6 20 (76.92%) Big Data
7 19 (73.08%) Agile Software Development
8 6 (23.08%) C++
9 5 (19.23%) Theano
9 5 (19.23%) Java
9 5 (19.23%) Artificial Intelligence
9 5 (19.23%) Amazon AWS
9 5 (19.23%) Software Engineering
10 3 (11.54%) Statistical Modelling
11 2 (7.69%) Computer Vision
11 2 (7.69%) Statistical Inference
12 1 (3.85%) Reinforcement Learning

Julia
Co-occurring IT Skills in Oxfordshire 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:

Cloud Services
1 5 (19.23%) Amazon AWS
Database & Business Intelligence
1 20 (76.92%) Big Data
Job Titles
1 20 (76.92%) Machine Learning Researcher
2 6 (23.08%) Machine Learning Engineer
3 1 (3.85%) Computer Engineer
3 1 (3.85%) Computer Vision Engineer
3 1 (3.85%) Data Scientist
3 1 (3.85%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 24 (92.31%) Natural Language Processing
2 23 (88.46%) TensorFlow
3 5 (19.23%) Theano
Miscellaneous
1 26 (100.00%) Algorithms
2 21 (80.77%) Computer Science
3 1 (3.85%) NHS
3 1 (3.85%) Robotics
Processes & Methodologies
1 26 (100.00%) Machine Learning
2 25 (96.15%) Bayesian Methods
3 21 (80.77%) Deep Learning
3 21 (80.77%) Economics
3 21 (80.77%) Mathematics
3 21 (80.77%) Neural Network
3 21 (80.77%) Physics
3 21 (80.77%) Statistics
4 20 (76.92%) Probabilistic Modelling
5 19 (73.08%) Agile Software Development
6 5 (19.23%) Artificial Intelligence
6 5 (19.23%) Software Engineering
7 3 (11.54%) Statistical Modelling
8 2 (7.69%) Computer Vision
8 2 (7.69%) Statistical Inference
9 1 (3.85%) Reinforcement Learning
9 1 (3.85%) Time Series Forecasting
Programming Languages
1 26 (100.00%) Python
1 26 (100.00%) R
2 21 (80.77%) MATLAB
2 21 (80.77%) SQL
3 6 (23.08%) C++
4 5 (19.23%) Java
5 1 (3.85%) C
Qualifications
1 26 (100.00%) PhD