Geotechnical Engineering with Data Science
Study key areas of geotechnical engineering and specialise in analysing large volumes of geotechnical data to provide efficient, sustainable, resilient geotechnical solutions.
Develop your core knowledge in soil mechanics to address challenges across the geotechnical landscape
Improve your technical skills in state-of-the-art geotechnical laboratories
Specialise in methods used to analyse, interpret and act upon large volumes of geotechnical data
Course key facts
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Qualification
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MSc
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Duration
1 year, 2 years
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Start date
September 2025
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Study mode
Full-time, Part-time
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Fees
Full-time: £18,500 Home
Full-time: £42,900 Overseas
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Delivered by
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Location
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South Kensington
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Minimum entry standard
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First class Honours in civil engineering, natural sciences, earth sciences or other numerate disciplines
Course overview
Focus on advanced aspects of soil behaviour, related constitutive frameworks and their application to geotechnical problems on this one-year (full time) or two-year (part-time), MSc course.
This course will provide you with a solid technical basis in the key areas of geotechnics through a balanced degree programme which integrates core engineering science and recent research findings with practical applications.
Explore this unique opportunity to specialise in areas critical to geotechnical, energy and decarbonisation sectors by utilising data science and optimisation to examine the design and operation of sustainable and robust geotechnical structures.
Distinctive features of this option are to provide a concise and comprehensive introduction to key scientific methods for data analysis and mathematical optimisation from both a theoretical and applied viewpoint. You will gain the skills to apply emerging machine learning and optimisation methods to solve complex geotechnical engineering applications and aid decision-making in stakeholder environments.
You'll gain first-hand experience of experimental soil mechanics working in modern, purpose-built laboratories, through a mixture of theoretical and practical learning.
This degree will also enable you to forge strong links with industry and enhance your fieldwork skills on a series of trips to areas of geological and geotechnical interest in the UK and southern Europe.
Further develop your understanding on road and rail transport in industrialised countries. You'll also consider contexts in less industrialised countries where transport problems persist. This course will equip you for further PhD research in this specialist area.
This course is part of the geotechnics cluster of courses at Imperial College London. These streams share approximately 80% of the curriculum, while the remaining 20% allows specialisation in the areas of advanced:
- Geotechnical Engineering
- Geotechnical and Geoenvironmental Engineering
- Geotechnical and Geological Engineering
- Geotechnical and Earthquake Engineering
- Geotechnical Engineering with Data Science (this stream)
- Geotechnical Engineering and Offshore Renewables
Structure
This page is updated regularly to reflect the latest version of the curriculum. However, this information is subject to change.
Find out more about potential course changes.
Please note: it may not always be possible to take specific combinations of modules due to timetabling conflicts. For confirmation, please check with the relevant department.
You’ll take all of these core modules.
Core modules
Develop your understanding of the flow of water in soil strata under both steady state conditions (seepage) and transient conditions (consolidation).
Build upon basic principles of soil mechanics to establish modern frameworks for describing the behaviour of clays and sands under a variety of loading conditions using Critical State Soil Mechanics theory.
Uncover the theory behind the methods of analysis available for geotechnical design and understand the assumptions behind different methods.
Analyse the design of rigorous geotechnical laboratory testing programmes, and develop the critical skill and ability to recognise and assess experimental errors.
Develop the relevant theory, methodology and computational techniques required for you to formulate and implement statistical models to represent real-world phenomena.
Develop a comprehensive understanding of the three principal subfields of modern machine learning and learn how to implement these modules using programming language.
Learn how to design foundations and earth-retaining structures, solving typical geotechnical soil-structure interaction problems.
Examine the geotechnical characteristics of slopes and embankments, and learn how to classify mechanisms that underpin landslides, considering both geomorphological and geotechnical criteria.
Explore a wide range of geotechnical processes through case studies and learn techniques for monitoring surface and subsurface displacements.
Expand your skill set further with this opportunity to work in small groups to develop and apply solutions to problems related to geotechnical engineering using machine learning and/or mathematical optimisation methods.
Develop your geotechnical skills in the natural environment on three separate field trips spaced through the academic year. Gain first-hand experience of real world rock/soils, geological setting, geohazards and construction projects.
Learn from experts in industry on current developments in the field and explore present prominent projects from all over the world.
This module will provide you with practical experience in constructing and validating models and algorithms and the necessary advanced computational skills to enable you to apply this knowledge to solving a range of complex civil engineering problems.
You’ll also undertake a specific piece of independent research.
This could take the form of a critical review, a laboratory- or field-based experimental investigation, or a modelling/numerical analysis project.
Your project and results will be reported in a research dissertation.
Professional accreditation
This MSc degree is accredited on behalf of the Engineering Council by the Joint Board of Moderators (JBM), comprising:
- Institution of Civil Engineers
- Institution of Structural Engineers
- Institute of Highway Engineers
- Chartered Institution of Highways and Transportation
This degree is recognised as meeting the requirements for Further Learning for a Chartered Engineer (CEng) for candidates who have already acquired a partial CEng accredited undergraduate first degree**.
Registering as a Chartered Engineer will improve your career prospects and provide higher earning potential. It will also help to demonstrate your commitment to professional standards, the engineering profession and sustainable development.
Our accreditation agreement with members of the Joint Board of Moderators is renewed every five years. The current accreditation agreement is due to be renewed in 2026.
**Candidates completing the MSc who hold an underpinning accredited IEng degree or a non-accredited Bachelor's degree will need to apply for an academic assessment to determine whether they will meet the educational base for CEng registration.
Teaching and assessment
Balance of teaching and learning
Key
- Lectures and seminars
- Independent study
- 30% Lectures and seminars
- 70% Independent study
Teaching and learning methods
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Lectures
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Tutorials
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Laboratory practicals
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Computer sessions
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Field trips
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Site visits
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Research design project
Balance of assessment
Key
- Coursework and practicals
- Examinations
- 40% Coursework and practicals
- 60% Examinations
Assessment methods
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Individual and group coursework assignments
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Group projects and presentations
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Field trip notes and presentations
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Written exams
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E-Examination
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Research dissertation
Entry requirements
We consider all applicants on an individual basis, welcoming students from all over the world.
How to apply
Apply online
You can submit one application form per year of entry. You can choose up to two courses.
Application deadlines – Round 1 closes on Thursday 16 January 2025
We operate a staged admissions process with several application rounds throughout the year.
Apply by 23.59 (UK time) on the closing date of an application round, to ensure you receive a response on your application by the relevant decision date.
Application rounds
Round 1
- Apply by Thursday 16 January 2025
- Decision by Thursday 6 March 2025
Round 2
- Apply by Thursday 27 March 2025
- Decision by Thursday 1 May 2025
Round 3
- Apply by Thursday 15 May 2025
- Decision by Thursday 17 July 2025
There is no application fee for MRes courses, Postgraduate Certificates, Postgraduate Diplomas, or courses such as PhDs and EngDs.
If you are applying for a taught Master’s course, you will need to pay an application fee before submitting your application.
The fee applies per application and not per course.
- £80 for all taught Master's applications, excluding those to the Imperial College Business School.
- £100 for all MSc applications to the Imperial College Business School.
- £150 for all MBA applications to the Imperial College Business School.
If you are facing financial hardship and are unable to pay the application fee, we encourage you to apply for our application fee waiver.
Find out more about how to apply for a Master's course, including references and personal statements.
An ATAS certificate is not required for students applying for this course.
Tuition fees
Home fee
Full-time
£18,500
Part-time
£9,250per year
Fees are charged by year of entry to the College and not year of study.
You should expect and budget for your fees to increase each year.
Your fee is based on the year you enter the university, not your year of study. This means that if you repeat a year or resume your studies after an interruption, your fees will only increase by the amount linked to inflation.
Find out more about our tuition fees payment terms, including how inflationary increases are applied to your tuition fees in subsequent years of study.
Whether you pay the Home or Overseas fee depends on your fee status. This is assessed based on UK Government legislation and includes things like where you live and your nationality or residency status. Find out how we assess your fee status.
If you're a UK national, or EU national with settled or pre-settled status under the EU Settlement Scheme, you may be able to apply for a Postgraduate Master’s Loan from the UK government, if you meet certain criteria.
For courses starting on or after 1 August 2024, the maximum amount is £12,471. The loan is not means-tested and you can choose whether to put it towards your tuition fees or living costs.
The loan is not means-tested and you can choose whether to put it towards your tuition fees or living costs.
Overseas fee
Full-time
£42,900
Part-time
£21,450per year
Fees are charged by year of entry to the College and not year of study.
You should expect and budget for your fees to increase each year.
Your fee is based on the year you enter the university, not your year of study. This means that if you repeat a year or resume your studies after an interruption, your fees will only increase by the amount linked to inflation.
Find out more about our tuition fees payment terms, including how inflationary increases are applied to your tuition fees in subsequent years of study.
Whether you pay the Home or Overseas fee depends on your fee status. This is assessed based on UK Government legislation and includes things like where you live and your nationality or residency status. Find out how we assess your fee status.
If you're a UK national, or EU national with settled or pre-settled status under the EU Settlement Scheme, you may be able to apply for a Postgraduate Master’s Loan from the UK government, if you meet certain criteria.
For courses starting on or after 1 August 2024, the maximum amount is £12,471. The loan is not means-tested and you can choose whether to put it towards your tuition fees or living costs.
The loan is not means-tested and you can choose whether to put it towards your tuition fees or living costs.
How will studying at Imperial help my career?
Develop the essential core knowledge and skills for a career in soil mechanics.
Build relationships with industry contacts you'll meet throughout the program.
Work in the field, conduct lab tests, and analyse numerical data to gain practical experience.
Become an international consultant, contractor or work for a governmental body or academic institution.
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Our graduates often pursue further study in master's programs or doctoral research in geotechnics.
Further links
Contact the department
- Telephone: +44(0) 20 7594 5932
- Email: cvpgo@imperial.ac.uk
Course Director: Dr Ken Vinck
Visit the Department of Civil and Environmental Engineering website.
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Terms and conditions
There are some important pieces of information you should be aware of when applying to Imperial. These include key information about your tuition fees, funding, visas, accommodation and more.
You can find further information about your course, including degree classifications, regulations, progression and awards in the programme specification for your course.
Programme specifications