Environmental Engineering with Data Science
Explore environmental engineering practices and the use of computational methods and statistical modelling techniques.
Enhance your technical skills to solve complex environmental engineering applications
Analyse the principles and practices needed to protect the environment and human health
Evaluate technologies and management practices for application in developing countries
Course key facts
Qualification
MSc
Duration
1 year
Start date
September 2026
Study mode
Full-time
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Fees
£19,400 Home
£45,000 Overseas
Delivered by
Location
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South Kensington
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Minimum entry standard
First class Honours in civil engineering, natural sciences, earth sciences or other numerate disciplines
Course overview
Study this vocational programme, focused on the concepts of sustainability and delivery of engineered solutions to conserve resources and protect the environment and human health.
The course deals with major topics in the provision of environmental services such as water supply, wastewater treatment, sustainable resource management and pollution control – with perspectives on both developed and developing countries.
The Data Science add-on option provides students with a unique opportunity to specialise in areas that have become critical to industry and business needs in the water, waste and resource, energy and decarbonization sectors. These are central to the design and operation of resilient, sustainable, and robust environmental engineering systems.
Distinctive features of the add-on option include training to solve complex environmental engineering applications and aid decision making in stakeholder environments. The Design Project offers the experience of working in a team on a client-based project drawing on specialist knowledge from the taught components and their application to a real-world scenario. To complete the programme, students will use their knowledge acquired in the taught programme to tackle a challenging research project in key areas of environmental engineering.
All our MSc courses are career-orientated and cover both theoretical background and practical design considerations. Lectures are delivered mainly by full-time staff, but important contributions are made by visiting lecturers eminent in their field, from industry and business practitioners as well as overseas academics.
Many of our students continue their studies to undertake research towards a PhD.
All MSc courses in our Environmental and Water Resource Engineering section last one year, comprising two terms of taught examinable material followed by a research dissertation.
Environmental Engineering streams
We offer two streams for this course. You should choose the stream that suits your career aims and interests. If an offer of admission is made, it will correspond to the stream you have applied for. Switching streams is not possible once you have commenced your studies.
- MSc Environmental Engineering
- MSc Environmental Engineering with Data Science (this stream)
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.
This course assumes a suitable grounding in programming principles and mathematical concepts expected from degree holders in numerate subjects. See our entry requirements for further details.
You’ll take all of these modules.
Core modules
Gain an insight into the role of chemistry and microbiology in environmental systems and explore the underlying principles that can both influence environmental processes and deliver environmental engineering solutions.
Develop programming and computational skills in Python for application to statistical analysis and inference of environmental data.
Understand the problems associated with contaminated land that have arisen from the unmanaged release of pollutants into the environment.
Develop practical experience constructing, validating, and deploying machine learning models and algorithms in Python.
This module covers key areas including reinforcement learning, computer vision, developer tools, version control, cloud computing, visual analytics, data modelling, database management, and advanced data manipulation and visualisation techniques.
Explore the principles of fluid mechanics and hydraulics and learn how to apply those theories to practical applications in river and environmental engineering.
Gain comprehensive expertise in machine learning tailored to civil engineering applications.
Key areas include supervised learning (regression, classification), unsupervised learning (clustering), large language models, and reinforcement learning.
Hands-on training in Python using NumPy, scikit-learn, and PyTorch will enhance your practical skills. It will help you put theory into practice across a set of case studies in the civil engineering sector.
Develop fundamental skills in statistical modelling from both theoretical and applied perspectives.
This module covers essential theory, methodology, and computational techniques for constructing statistical models to represent real-world scenarios, supported by practical training in R and RStudio.
Analyse the effects of urbanisation on the hydrological cycle and learn how to apply basic methods of hydrological analysis.
Apply the theory and conceptual design of conventional unit processes for treating drinking water and wastewater to distinguish between their different functions and applications.
Learn how to develop simple water quality models and solve a range of problems by building and applying these models.
Carry out a small group project to further develop your understanding of applying machine learning and statistical modelling to real world problems.
Explore how sustainable resource management can conserve materials and energy, preserve natural resources and protect public health and the ecosystem.
Undertake a specific piece of independent research in the form of a critical review, laboratory- or field-based experimental investigation, modelling/numerical analysis project, or a design-related project.
Improve your technical, research and communication skills and produce a written research paper and a visual poster.
Professional accreditation
This MSc degree has accreditation pending from 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
- Permanent Way Institution
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.
Teaching and assessment
Balance of teaching and learning
This is a general guide to how teaching and learning are usually balanced across this course. The methods used may change based on the modules you take.
Key
- Lectures, tutorials, group and laboratory work
- Independent study
- 20% Title 1 goes here
- 80% Title 2 goes here
Teaching and learning methods
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Lectures
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Practical laboratories
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Tutorials
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Online quizzes
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Computer sessions
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Group work
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Individual research project
Balance of assessment
This is an example of how assessments are usually divided, based on a typical pathway through the course. The actual breakdown may be different depending on the modules you choose.
Key
- Coursework
- Examinations
- 55% Title 1 goes here
- 45% Title 2 goes here
Assessment methods
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Individual and group coursework assignments
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Lab reports
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Group projects and presentations
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Design projects
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Written examinations
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Research dissertation
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Research poster
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 2 closes on Wednesday 7 January 2026
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.
Round 1
Business School courses only.
Round 2
- Applications open on Monday 29 September 2025
- Applications close on Wednesday 7 January 2026
- Decision by Wednesday 4 March 2026
Round 3
- Applications open on Thursday 8 January 2026
- Applications close on Wednesday 11 March 2026
- Decision by Wednesday 6 May 2026
Round 4
- Applications open on Thursday 12 March 2026
- Applications close on Wednesday 29 April 2026
- Decision by Thursday 2 July 2026
We recommend applying as early as you can – we cannot guarantee that places will be available, or that courses will remain open, in later rounds.
There is no application fee for Postgraduate Certificates, Postgraduate Diplomas, or courses such as PhDs and EngDs.
If you are applying for a Master’s course, you will need to pay an application fee before submitting your application.
The fee applies per application and not per course.
The application fees for postgraduate courses are:
- £90 for all Master's applications, excluding those to Imperial Business School
- £125 for MSc applications to Imperial Business School
- £150 for MBA applications to Imperial 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.
Fees and funding
Home fee (CEE 1YFT only)
2026 entry
£19,400
Fees are charged by year of entry to the university 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.
The maximum value of the loan is £12,858 for courses starting on or after 1 August 2025.
The loan is not means-tested and you can choose whether to put it towards your tuition fees or living costs.
Please note:
- The loan is only available if you’re studying a full Master’s course from the start.
- If you start on a Postgraduate Certificate (PG Cert) or Postgraduate Diploma (PG Dip) and later move on to the Master’s, you won’t be eligible for this loan.
Overseas fee (CEE 1YFT only)
2026 entry
£45,000
Fees are charged by year of entry to the university 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.
The maximum value of the loan is £12,858 for courses starting on or after 1 August 2025.
The loan is not means-tested and you can choose whether to put it towards your tuition fees or living costs.
Please note:
- The loan is only available if you’re studying a full Master’s course from the start.
- If you start on a Postgraduate Certificate (PG Cert) or Postgraduate Diploma (PG Dip) and later move on to the Master’s, you won’t be eligible for this loan.
Scholarships
View all scholarshipsDepartment of Civil and Environmental Engineering MSc Tuition Fee Scholarship
Value per award
- Partial tuition fee waiver
Who it's for
- All candidates for MSc courses in the Department of Civil and Environmental Engineering.
How will studying at Imperial help my career?
Build essential skills in communication, leadership, technical competence, and project management.
You’ll be highly sought after for employment in a range of diverse professions, including across government bodies and the public sector, industry, business, consultancies, and third sector organisations such as non-profits and NGOs.
Career paths include water supply and distribution, water treatment, resource and waste management, energy and renewables, corporate sustainability, ESG (Environment, Social and Governance), disaster management, and more.
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Gain the grounding you need to pursue a PhD through this accredited degree.
Further links
Contact the department
- Telephone: +44(0) 20 7594 5932
- Email: cvpgo@imperial.ac.uk
Course Director: Professor Sue Grimes
Visit the Department of Civil and Environmental Engineering website.
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Request info
Find out more about studying at Imperial. Receive updates about life in our community, including event invites and download our latest Study guide.
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Events, tasters and talks
Meet us and find out more about studying at Imperial.
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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