Design of Experiments (Experimental Design)
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Experimental Design skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Experimental Design over the 6 months to 20 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 860 809 1113
Rank change year-on-year -51 +304 -202
Permanent jobs citing Experimental Design 24 166 129
As % of all permanent jobs advertised in the UK 0.024% 0.17% 0.079%
As % of the Processes & Methodologies category 0.028% 0.17% 0.083%
Number of salaries quoted 9 25 19
10th Percentile £41,750 - £39,100
25th Percentile £47,683 £43,125 £42,625
Median annual salary (50th Percentile) £60,000 £50,000 £47,000
Median % change year-on-year +20.00% +6.38% +10.59%
75th Percentile £70,000 £67,500 £91,875
90th Percentile £75,500 £71,250 £110,000
UK excluding London median annual salary £62,500 £45,750 £47,000
% change year-on-year +36.61% -2.66% -21.67%

All Process and Methodology Skills
UK

Experimental Design is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 85,108 95,066 155,930
As % of all permanent jobs advertised in the UK 85.18% 95.58% 95.78%
Number of salaries quoted 59,794 56,135 83,138
10th Percentile £29,071 £34,000 £33,645
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,180 £60,000
Median % change year-on-year -10.10% +1.97% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +10.53%

Experimental Design
Job Vacancy Trend

Job postings citing Experimental Design as a proportion of all IT jobs advertised.

Job vacancy trend for Experimental Design in the UK

Experimental Design
Salary Trend

3-month moving average salary quoted in jobs citing Experimental Design.

Salary trend for Experimental Design in the UK

Experimental Design
Salary Histogram

Salary distribution for jobs citing Experimental Design over the 6 months to 20 May 2024.

Salary histogram for Experimental Design in the UK

Experimental Design
Top 9 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Experimental Design within the UK over the 6 months to 20 May 2024. 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 -57 24 £60,000 +20.00% 38
London +107 12 £55,000 +10.00% 15
UK excluding London -147 12 £62,500 +36.61% 23
Work from Home -26 9 £50,000 -25.93% 17
South East - 6 £67,500 - 11
West Midlands +3 3 £45,000 - 2
North West -1 3 £65,000 -3.70% 2
Midlands -17 3 £45,000 - 3
North of England -71 3 £65,000 -3.70% 2

Experimental Design
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (4.17%) SAS
Applications
1 4 (16.67%) Microsoft Excel
2 1 (4.17%) Microsoft Office
Cloud Services
1 9 (37.50%) AWS
2 3 (12.50%) Azure
3 2 (8.33%) Power Platform
4 1 (4.17%) Azure DevOps
4 1 (4.17%) Azure Machine Learning
4 1 (4.17%) GCP
4 1 (4.17%) Snowflake
Database & Business Intelligence
1 11 (45.83%) Tableau
2 9 (37.50%) Amazon QuickSight
3 8 (33.33%) Data Mining
3 8 (33.33%) Data Warehouse
4 2 (8.33%) Power BI
5 1 (4.17%) Amazon Redshift
5 1 (4.17%) Big Data
General
1 15 (62.50%) Analytical Skills
2 10 (41.67%) Social Skills
3 6 (25.00%) Finance
4 4 (16.67%) Automotive
5 3 (12.50%) Legal
5 3 (12.50%) Manufacturing
5 3 (12.50%) Marketing
6 2 (8.33%) Law
7 1 (4.17%) Advertising
7 1 (4.17%) Electronics
7 1 (4.17%) Games
7 1 (4.17%) Organisational Skills
7 1 (4.17%) Presentation Skills
7 1 (4.17%) Public Sector
7 1 (4.17%) Telecoms
Job Titles
1 15 (62.50%) Senior
2 5 (20.83%) Analyst
2 5 (20.83%) Data Scientist
3 4 (16.67%) Lead
3 4 (16.67%) Senior Analyst
4 3 (12.50%) Data Analyst
5 2 (8.33%) Data Centre Engineer
5 2 (8.33%) Senior Data Analyst
5 2 (8.33%) Testing Engineer
6 1 (4.17%) Lead Data Scientist
6 1 (4.17%) Research Engineer
6 1 (4.17%) Senior Data Scientist
6 1 (4.17%) Senior Systems Analyst
6 1 (4.17%) Systems Analyst
Libraries, Frameworks & Software Standards
1 5 (20.83%) ATL
1 5 (20.83%) Shiny
2 2 (8.33%) TensorFlow
3 1 (4.17%) Keras
3 1 (4.17%) PyTorch
Miscellaneous
1 9 (37.50%) Onboarding
2 2 (8.33%) Algorithms
2 2 (8.33%) Data Centre
2 2 (8.33%) Driving Licence
2 2 (8.33%) Self-Motivation
3 1 (4.17%) LIMS
3 1 (4.17%) Management Information System
3 1 (4.17%) Product Ownership
Processes & Methodologies
1 14 (58.33%) Analytics
1 14 (58.33%) Data Science
1 14 (58.33%) Statistical Analysis
2 13 (54.17%) Machine Learning
3 12 (50.00%) Business Intelligence
4 11 (45.83%) Visualisation
5 10 (41.67%) Data Visualisation
6 9 (37.50%) Problem-Solving
7 8 (33.33%) Decision-Making
7 8 (33.33%) Information Retrieval
8 7 (29.17%) Data Analysis
8 7 (29.17%) Roadmaps
9 6 (25.00%) Customer Experience
9 6 (25.00%) Statistical Modelling
9 6 (25.00%) Validation
10 5 (20.83%) Data Design
10 5 (20.83%) Mathematics
10 5 (20.83%) Sprint Review
10 5 (20.83%) Statistics
10 5 (20.83%) User Acceptance Testing
Programming Languages
1 19 (79.17%) Python
2 13 (54.17%) SQL
3 8 (33.33%) R
4 4 (16.67%) MATLAB
Qualifications
1 9 (37.50%) Degree
2 2 (8.33%) Master's Degree
2 2 (8.33%) PhD
3 1 (4.17%) Numerate Degree
Quality Assurance & Compliance
1 1 (4.17%) Accessibility
1 1 (4.17%) Actionable Recommendations
1 1 (4.17%) Data Quality
1 1 (4.17%) PMO
Systems Management
1 1 (4.17%) Kubernetes
Vendors
1 2 (8.33%) Microsoft
1 2 (8.33%) YouTube
2 1 (4.17%) Google
2 1 (4.17%) SAP
2 1 (4.17%) Workday