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 25 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
25 Apr 2024
Same period 2023 Same period 2022
Rank 863 789 1080
Rank change year-on-year -74 +291 -207
Permanent jobs citing Experimental Design 31 203 116
As % of all permanent jobs advertised in the UK 0.032% 0.19% 0.075%
As % of the Processes & Methodologies category 0.037% 0.20% 0.079%
Number of salaries quoted 7 30 16
10th Percentile £41,000 £42,500 £34,750
25th Percentile £47,500 £43,125 £42,563
Median annual salary (50th Percentile) £60,000 £45,750 £57,250
Median % change year-on-year +31.15% -20.09% +42.15%
75th Percentile £68,750 £55,938 £110,000
90th Percentile £73,000 £71,250 -
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 84,476 100,576 147,122
As % of all permanent jobs advertised in the UK 86.05% 95.63% 95.59%
Number of salaries quoted 59,789 58,947 82,930
10th Percentile £29,000 £34,000 £33,476
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,700 £60,000
Median % change year-on-year -10.86% +2.83% +9.09%
75th Percentile £72,500 £82,500 £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% +9.38%

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 25 April 2024.

Salary histogram for Experimental Design in the UK

Experimental Design
Top 10 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 25 April 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 -59 30 £60,000 +31.15% 24
London +131 21 £55,000 +10.00% 8
UK excluding London -166 10 £62,500 +36.61% 18
Work from Home -41 8 £50,000 -25.93% 9
South East +24 4 £60,000 +33.33% 8
West Midlands +5 3 £45,000 - 1
Midlands -6 3 £45,000 - 1
North West +11 2 £65,000 -3.70% 2
North of England -89 2 £65,000 -3.70% 2
Scotland - 1 - -

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 7 (22.58%) SAS
Applications
1 4 (12.90%) Microsoft Excel
2 1 (3.23%) Microsoft Office
Cloud Services
1 12 (38.71%) AWS
2 2 (6.45%) Azure
2 2 (6.45%) Power Platform
3 1 (3.23%) Azure DevOps
3 1 (3.23%) GCP
3 1 (3.23%) Snowflake
Database & Business Intelligence
1 20 (64.52%) Tableau
2 18 (58.06%) Amazon QuickSight
3 17 (54.84%) Data Mining
4 11 (35.48%) Data Warehouse
5 2 (6.45%) Power BI
6 1 (3.23%) Amazon Redshift
6 1 (3.23%) Big Data
General
1 22 (70.97%) Analytical Skills
2 14 (45.16%) Finance
3 10 (32.26%) Social Skills
4 4 (12.90%) Marketing
5 3 (9.68%) Automotive
5 3 (9.68%) Manufacturing
6 2 (6.45%) Law
6 2 (6.45%) Legal
7 1 (3.23%) Advertising
7 1 (3.23%) Aerospace
7 1 (3.23%) Electronics
7 1 (3.23%) Games
7 1 (3.23%) Inclusion and Diversity
7 1 (3.23%) Organisational Skills
7 1 (3.23%) Presentation Skills
7 1 (3.23%) Public Sector
7 1 (3.23%) Telecoms
Job Titles
1 23 (74.19%) Senior
2 5 (16.13%) Analyst
3 4 (12.90%) Senior Analyst
4 3 (9.68%) Data Analyst
4 3 (9.68%) Data Scientist
4 3 (9.68%) Lead
5 2 (6.45%) Senior Data Analyst
6 1 (3.23%) Applications Engineer
6 1 (3.23%) Automation Engineer
6 1 (3.23%) Data Centre Engineer
6 1 (3.23%) Optimisation Engineer
6 1 (3.23%) Research Engineer
6 1 (3.23%) Senior Systems Analyst
6 1 (3.23%) Systems Analyst
6 1 (3.23%) Testing Engineer
Libraries, Frameworks & Software Standards
1 5 (16.13%) ATL
1 5 (16.13%) Shiny
Miscellaneous
1 18 (58.06%) Onboarding
2 2 (6.45%) Driving Licence
2 2 (6.45%) Self-Motivation
3 1 (3.23%) Algorithms
3 1 (3.23%) Data Centre
3 1 (3.23%) LIMS
3 1 (3.23%) Management Information System
3 1 (3.23%) Product Ownership
Processes & Methodologies
1 22 (70.97%) Analytics
1 22 (70.97%) Statistical Analysis
2 21 (67.74%) Business Intelligence
2 21 (67.74%) Data Science
3 20 (64.52%) Machine Learning
4 19 (61.29%) Visualisation
5 18 (58.06%) Data Visualisation
6 17 (54.84%) Information Retrieval
7 12 (38.71%) Problem-Solving
8 10 (32.26%) Roadmaps
9 8 (25.81%) Data Modelling
9 8 (25.81%) Programme Management
10 7 (22.58%) Cost Reduction
10 7 (22.58%) Decision-Making
10 7 (22.58%) ETL
10 7 (22.58%) Performance Metrics
10 7 (22.58%) Stakeholder Management
11 6 (19.35%) Customer Experience
11 6 (19.35%) Statistical Modelling
11 6 (19.35%) Thought Leadership
Programming Languages
1 26 (83.87%) Python
2 22 (70.97%) SQL
3 13 (41.94%) R
4 8 (25.81%) MATLAB
5 1 (3.23%) C
5 1 (3.23%) C#
5 1 (3.23%) C++
5 1 (3.23%) Java
Qualifications
1 9 (29.03%) Degree
2 3 (9.68%) PhD
3 2 (6.45%) Master's Degree
4 1 (3.23%) Numerate Degree
Quality Assurance & Compliance
1 7 (22.58%) PMO
2 1 (3.23%) Actionable Recommendations
2 1 (3.23%) Data Quality
Vendors
1 5 (16.13%) YouTube
2 2 (6.45%) Microsoft
3 1 (3.23%) ANSYS
3 1 (3.23%) Google
3 1 (3.23%) SAP
3 1 (3.23%) Workday