Period
to 20 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire with a requirement for Torch skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Torch over the 6 months to 20 June 2018 with a comparison to the same period in the previous 2 years.

Torch Scientific Computing Framework
South East > Oxfordshire
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 171 - 180
Rank change year-on-year - +180 -
Permanent jobs citing Torch 7 0 1
As % of all permanent IT jobs advertised in Oxfordshire 0.23% - 0.033%
As % of the Libraries, Frameworks & Software Standards category 0.44% - 0.068%
Number of salaries quoted 7 0 1
Oxfordshire median annual salary £60,000 - £82,500
10th Percentile £48,500 - £78,750
90th Percentile £62,500 - £86,250
South East median annual salary £60,000 £52,500 £82,500
% change year-on-year +14.29% -36.36% -

Torch is in the Software Libraries and Frameworks 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 technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Oxfordshire
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1,601 1,257 1,474
As % of all permanent IT jobs advertised in Oxfordshire 53.21% 45.58% 48.52%
Number of salaries quoted 1,447 1,112 1,258
Oxfordshire median annual salary £47,500 £42,500 £45,000
Median salary % change year-on-year +11.76% -5.56% +12.50%
10th Percentile £31,250 £27,750 £30,000
90th Percentile £70,100 £67,500 £65,000
South East median annual salary £45,000 £45,000 £45,000

Torch
Job Vacancy Trend in Oxfordshire

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

Job vacancy trend for Torch in Oxfordshire

Torch
Salary Trend in Oxfordshire

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

Salary trend for Torch in Oxfordshire

Torch
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Torch in Oxfordshire over the 6 months to 20 June 2018.

Salary histogram for Torch in Oxfordshire

Torch
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Torch within the Oxfordshire region over the 6 months to 20 June 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
Oxford - 1 £45,000 -
Torch
South East

For the 6 months to 20 June 2018, IT jobs citing Torch 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 across the Oxfordshire region with a requirement for Torch.

1 7 (100.00%) Python
1 7 (100.00%) Machine Learning
1 7 (100.00%) Big Data
1 7 (100.00%) Algorithms
1 7 (100.00%) Apache Spark
1 7 (100.00%) Data Science
2 6 (85.71%) Problem-Solving
2 6 (85.71%) Data Structures
2 6 (85.71%) Julia
2 6 (85.71%) Statistical Modelling
2 6 (85.71%) Kafka
2 6 (85.71%) Relational Database
2 6 (85.71%) Data Analysis
2 6 (85.71%) RDBMS
2 6 (85.71%) MATLAB
2 6 (85.71%) Java
2 6 (85.71%) PL/SQL
2 6 (85.71%) SQL
2 6 (85.71%) Oracle
2 6 (85.71%) Hadoop
2 6 (85.71%) Open Source
2 6 (85.71%) Predictive Modelling
2 6 (85.71%) Apache Hive
2 6 (85.71%) MongoDB
2 6 (85.71%) Apache Cassandra
2 6 (85.71%) NoSQL
2 6 (85.71%) R
2 6 (85.71%) MapReduce
3 1 (14.29%) Mathematics
3 1 (14.29%) Physics

Torch
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:

Application Platforms
1 7 (100.00%) Apache Spark
Database & Business Intelligence
1 7 (100.00%) Big Data
2 6 (85.71%) Apache Cassandra
2 6 (85.71%) Apache Hive
2 6 (85.71%) Hadoop
2 6 (85.71%) MongoDB
2 6 (85.71%) NoSQL
2 6 (85.71%) RDBMS
2 6 (85.71%) Relational Database
Job Titles
1 6 (85.71%) Data Scientist
2 1 (14.29%) Analyst
2 1 (14.29%) Big Data Analyst
2 1 (14.29%) Data Analyst
Libraries, Frameworks & Software Standards
1 6 (85.71%) Kafka
2 1 (14.29%) TensorFlow
Miscellaneous
1 7 (100.00%) Algorithms
2 6 (85.71%) Data Structures
3 1 (14.29%) Computer Science
Processes & Methodologies
1 7 (100.00%) Data Science
1 7 (100.00%) Machine Learning
2 6 (85.71%) Data Analysis
2 6 (85.71%) MapReduce
2 6 (85.71%) Open Source
2 6 (85.71%) Predictive Modelling
2 6 (85.71%) Problem-Solving
2 6 (85.71%) Statistical Modelling
3 1 (14.29%) Convolutional Neural Network
3 1 (14.29%) Mathematics
3 1 (14.29%) Physics
3 1 (14.29%) Random Forest
Programming Languages
1 7 (100.00%) Python
2 6 (85.71%) Java
2 6 (85.71%) Julia
2 6 (85.71%) MATLAB
2 6 (85.71%) PL/SQL
2 6 (85.71%) R
2 6 (85.71%) SQL
Vendors
1 6 (85.71%) Oracle