Reproducible Research Job Trends

Reproducible Research
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Reproducible Research skills. It covers permanent job vacancies from the 6 months leading up to 9 September 2026, with comparisons to the same periods in the previous two years.

6 months to
9 Sep 2026
Same period 2025 Same period 2024
Rank 795 - -
Rank change year-on-year - - -
Permanent jobs citing Reproducible Research 3 0 0
As % of all permanent jobs in the UK 0.003% - -
As % of the Processes & Methodologies category 0.004% - -
Number of salaries quoted 2 0 0
10th Percentile - - -
25th Percentile £46,939 - -
Median annual salary (50th Percentile) £48,373 - -
75th Percentile £49,807 - -
90th Percentile - - -
UK excluding London median annual salary - - -

All Process & Methodology Skills
UK

Reproducible Research falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 82,210 43,908 63,272
As % of all permanent jobs advertised in the UK 73.10% 88.55% 80.74%
Number of salaries quoted 57,176 24,796 36,704
10th Percentile £31,250 £28,500 £31,875
25th Percentile £41,500 £36,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £57,500
Median % change year-on-year +9.09% -4.35% -4.17%
75th Percentile £80,000 £75,000 £76,250
90th Percentile £100,000 £96,250 £95,000
UK excluding London median annual salary £55,000 £47,500 £52,500
% change year-on-year +15.79% -9.52% -2.78%

Reproducible Research
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing Reproducible Research relative to all permanent IT jobs advertised.

Reproducible Research job vacancy trend in the UK

Reproducible Research
Top 4 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Reproducible Research within the UK over the 6 months to 9 September 2026. 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
Jobs
England - 3 £48,373 - 21
London - 2 £48,373 - 14
South East - 1 - - 3
UK excluding London - 1 - - 8

Reproducible Research
Co-Occurring Skills & Capabilities by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 1 (33.33%) Apache Spark
Development Applications
1 1 (33.33%) MLflow
General
1 2 (66.67%) Inclusion and Diversity
2 1 (33.33%) Aerospace
2 1 (33.33%) Aviation
2 1 (33.33%) Social Skills
Job Titles
1 2 (66.67%) Data Scientist
Libraries, Frameworks & Software Standards
1 1 (33.33%) FastAPI
1 1 (33.33%) gRPC
1 1 (33.33%) Hugging Face
1 1 (33.33%) NumPy
1 1 (33.33%) ONNX
1 1 (33.33%) OpenCV
1 1 (33.33%) Pandas
1 1 (33.33%) PyTorch
1 1 (33.33%) scikit-learn
1 1 (33.33%) TensorFlow
Miscellaneous
1 3 (100.00%) Algorithms
2 1 (33.33%) CUDA
2 1 (33.33%) Product Ownership
2 1 (33.33%) Synthetic Data
Processes & Methodologies
1 3 (100.00%) AI
1 3 (100.00%) Data Science
1 3 (100.00%) Machine Learning
1 3 (100.00%) Mathematics
1 3 (100.00%) Physics
2 2 (66.67%) Agile
3 1 (33.33%) AI Model Optimisation
3 1 (33.33%) Analytics
3 1 (33.33%) Artificial Intelligence Engineering
3 1 (33.33%) Code Quality
3 1 (33.33%) Containerisation
3 1 (33.33%) Cybersecurity
3 1 (33.33%) Feature Engineering
3 1 (33.33%) Generative AI
3 1 (33.33%) LLM
3 1 (33.33%) MLOps
3 1 (33.33%) Model Validation
3 1 (33.33%) Neural Network
3 1 (33.33%) Software Engineering
3 1 (33.33%) Statistical Modelling
Programming Languages
1 3 (100.00%) Python
2 1 (33.33%) SQL
Qualifications
1 3 (100.00%) SC Cleared
1 3 (100.00%) Security Cleared
2 1 (33.33%) Degree
2 1 (33.33%) Master's Degree
2 1 (33.33%) PhD
Quality Assurance & Compliance
1 1 (33.33%) Data Quality
Vendors
1 1 (33.33%) Thales