BSc (Hons) Physics with Artificial Intelligence (Industrial) · University of LeedsBachelor's degree · 4 years
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BSc (Hons) Physics with Artificial Intelligence (Industrial) Bachelor's degree at the University of Leeds

BSc (Hons) Physics with Artificial Intelligence (Industrial) at University of Leeds. You'll study the theoretical foundations of physics alongside contemporary AI and machine learning techniques, gaining both breadth and specialisation.

BSc (Hons)
Award
4
Years
Full-time
Study mode
75%
in work/study (15m)

About this course

BSc (Hons) Physics with Artificial Intelligence (Industrial) is a Bachelor's degree (BSc (Hons)) at the University of Leeds. It runs 4 years, studied full-time.

For Teacher training graduates from this provider, 75% were in work or further study 15 months after graduating, 70% in highly skilled roles, typical earnings around £30,000. (HESA Graduate Outcomes / LEO, via Discover Uni.)

For the typical curriculum, specialisations, career paths and graduate earnings for Computer Science, see the sections below.

Course evidence score

The arithmetic mean of the official measures available for this course: NSS satisfaction, graduate activity and continuation.

8.6
/ 10
Excellent
3 of 3 official measures
Student satisfaction
What students say in the National Student Survey
Excellent88

Published threshold met NSS publication requires sufficient responses; small differences are not a rank. NSS mean of 7 published themes (Discover Uni snapshot 2026-06-21)

Graduate outcomes
In work or further study 15 months after graduating
Strong75

Stronger evidence Published sample: 4,930. Cohort 2021-22. Graduate Outcomes work or further study 75% (2022-23; Discover Uni snapshot 2026-06-21)

Continuation
Students who continue past their first year
Exceptional94

Published threshold met Discover Uni suppresses continuation data below its publication threshold. Cohort 2022-23. Continuation 94% (2022-23; Discover Uni snapshot 2026-06-21)

Curriculum & modules

Real modules published for this course, grouped only where the source gives a year, stage or level.

Year 1 8 modules
  • Mechanics, Relativity and AstrophysicsCore
    Module details

    Learn how to describe motion through physical space, forces and energies, coordinate systems, linear and circular motions, mathematical skills including vectors, unit vectors, scalar and vector products, calculus and summations. Extend knowledge to special relativity and motion at speeds approaching the speed of light. Learn how to apply basic physical principles to objects in the Universe and explore the basics of radiation.

  • ThermodynamicsCore
    Module details

    Explore the underpinning theories and concepts of thermodynamics with examples and applications including sustainable energy, governing the behaviour of the universe.

  • Electronics, Solid State and Introduction to Quantum PhysicsCore
    Module details

    Cover underpinning theories and concepts including mechanics of solids, Bohr atom, atomic electron states, elementary bonding, elasticity, Photoelectric effect, Compton scattering, De Broglie relation, Wave-particle duality, Crystal structure and X-ray diffraction. Analyse and design simple electric circuits using resistors, capacitors and inductors. Learn Boolean algebra and its application in digital logic design.

  • Vibrations, Waves and OpticsCore
    Module details

    Learn about oscillators, energy and resonance, different types of waves, energy/power transfer, reflection and transmission, impedance, superposition and interference, the wave-like behaviour of light, mirrors, lenses, nonlinear optics and lasers, the solution of 2nd order partial differential equations, complex numbers, Fourier series and an introduction to Fourier transforms.

  • Coding and Experimental PhysicsCore
    Module details

    Develop practical experimental, computational, communication and employability skills through a range of laboratory tasks undertaken throughout the year and introduction to programming using Python. Undertake tasks and assessments designed to improve teamwork, presentation skills, and reflective practice.

  • Artificial Intelligence for ScientistsCompulsory10 credits
    Module details

    Introduces key concepts in artificial intelligence (AI), exploring the differences between narrow AI and general AI. Gain insight into various classes of AI systems, such as expert systems, neural networks, and reinforcement learning models. Emphasises how AI is transforming scientific fields, including physics and chemistry, and highlights the ethical considerations and limitations associated with AI technologies.

  • Introduction to NanotechnologyOptional10 credits
    Module details

    Introduce the physics behind nanotechnology in a semi-quantitative manner. Describe the physics of atoms and molecules, and discuss nano and bulk properties. Cover a number of nanotechnological applications currently adopted and on the horizon, including nanomedicine.

  • Planets and the Search for LifeOptional10 credits
    Module details

    Explore the multitude of planets currently being discovered around other stars and compare them to those in our solar system. Examine the origin and evolution of the solar system, the range of extra-solar planets, their detection and properties. Discuss the conditions for life to emerge and the prospects and techniques for finding life elsewhere in the solar system and on exo-planets.

Year 2 6 modules
  • Quantum MechanicsCore
    Module details

    Learn how to describe quantum systems using wavefunctions, operators and linear algebra and how to predict outcomes of measurements on quantum systems. Learn to solve the Schrodinger equation for simple model systems and understand the structure of atoms and molecules using the exclusion principle and spin. Learn about the structure of the atomic nucleus, predict various forms of radioactive decay and nuclear reactions, describe scattering processes between elementary particles and understand th

  • Statistical Mechanics and ComputationCore
    Module details

    Explore the concepts and applications of statistical mechanics, which are key to understanding the behaviour of small-particle systems. Translate descriptions of physical problems and data analysis processes into short programs to read and manipulate data, analyse and present the results for problems relevant to physics using a programming language.

  • Condensed Matter PhysicsCore
    Module details

    Learn about the use of the density of states to explain some of the differences between metals, semiconductors and insulators. Cover how to derive the free-electron density of states, perform straight-forward calculations based on the free-electron theory and how a periodic potential modifies the free-electron dispersion relation, solving problems on the transport properties of semiconductors, and calculating the magnetic properties of paramagnets and ferromagnets. Build skills in communicating

  • ElectromagnetismCore
    Module details

    Learn how to use the integral versions of Maxwell's equations and to calculate fields in cases of simple symmetric geometry, calculate the force and energy in electric and magnetic fields. Learn Maxwell's equations in both integral and differential form and discuss their derivation from the physical laws of electromagnetism. Analyse simple AC circuits containing resistors, capacitors and inductors and apply logic principles to real-world scenarios in electronics and emerging technologies. Consid

  • Foundation of AI: Machine Learning for ScientistCompulsory20 credits
    Module details

    Introduce basic techniques from statistical machine learning for classification and regression using Python. Cover areas like loss functions, optimisation, gradient descent, linear regression, logistic regression, support vector machines, decision trees, Bayesian learning and basic neural networks. Learn how to assess the error of a fitted model and explain the fitting algorithm. Use software packages to perform classification and regression tasks, as well as carrying out a simple statistical mo

  • Physics with Artificial Intelligence LaboratoryCompulsory20 credits
    Module details

    Further develops key computational experimental and research skills. Includes understanding the appropriate use of experimental and measuring equipment and computational techniques, being able to draw conclusions from results obtained and understand the accuracy of those results to critically analyse the obtained data, as well as presenting those results in an appropriate fashion for different audiences.

Year 4 1 modules
  • BSc Research ProjectCompulsory40 credits
    Module details

    Offers hand-on research experience. In your final year, your work will be closely linked to our current research, conducting your own research project.

Source: provider course page. Modules can change; required/optional status, credits, descriptions and assessment are shown only when explicitly published.

Course in depth

What this course covers, who it suits and where it leads.

What you'll study

This course combines core physics and mathematics with substantial computing and artificial intelligence study. You'll usually begin with programming fundamentals, computer systems and discrete mathematics, then progress to algorithms, data structures, databases and software engineering. As you advance, you'll study artificial intelligence and machine learning in depth, along with specialist options such as cybersecurity, data science, software engineering, systems and networks, or human-computer interaction. In your final year, you'll typically undertake security and networks modules, and complete an individual project where you design, build and evaluate a substantial software system. Throughout, the course balances theoretical understanding with practical problem-solving in computing and AI.

Who it's for

This course suits students with strong foundations in physics and mathematics who want to explore how artificial intelligence and computational methods apply to real-world problems. Most accepted students held A-levels or equivalent qualifications, with typical UCAS tariffs ranging from 144 to 159 points. You should be prepared for rigorous theoretical study combined with practical, hands-on project work during your industrial placement year.

University & format

The University of Leeds is a public research university and member of the Russell Group, located in Leeds. This is a full-time, 4-year Bachelor's degree (BSc Honours) taught in English. The university is a recognised UK degree-awarding body and holds a Silver award for teaching quality in the Office for Students' TEF 2023.

Student satisfaction

How students on this course answered the National Student Survey, by theme.

The teaching on my course
86%
Learning opportunities
80%
Assessment and feedback
81%
Academic Support
95%
Organisation and management
93%
Learning resources
93%
Student voice
86%

Share of students responding positively.

Published threshold met NSS publication requires sufficient responses; small differences are not a rank. NSS mean of 7 published themes (Discover Uni snapshot 2026-06-21)

Applicant information

The next application dates for this course, followed by facts the provider publishes.

Application timelineWhat happens next
  1. 2027 entryCompleted applications can be submitted

    Your application needs a reference before you can send it.

  2. 2026 entryFinal date for 2026 applications

    Applications must reach UCAS by 18:00 UK time.

  3. 2026 entryLast day to add a Clearing choice

    Check that this course still has a vacancy before adding it.

  4. 2027 entryEqual-consideration deadline

    18:00 UK time for most undergraduate courses.

Show 5 later dates
  1. 2027 entryUCAS Extra opens

    Applicants who used all five choices and hold no offer may be able to add another choice.

  2. 2027 entryLast day applications go directly to providers

    Applications received after 18:00 UK time are entered into Clearing.

  3. 2027 entryClearing opens

    Eligible applicants can see vacancies and release themselves into Clearing.

  4. 2027 entryFinal date for 2027 applications

    Applications must reach UCAS by 18:00 UK time.

  5. 2027 entryLast day to add a Clearing choice

    Check that this course still has a vacancy before adding it.

Published entryAAA typical offer · specific subject requirements

Provider-published requirement; check the linked course page before applying.

PlacementPublished placement option

Industrial placement. Availability, selection and pay can vary.

Entry & how to get in

Typical offer (from the provider)The university’s course page lists a typical A-level offer of AAA specific subject requirements. Always check the provider for the current offer and subject requirements.
Most entrants held A-levels or equivalent92% of accepted students came in with A-levels or equivalent (entrants over recent years).
Typical UCAS tariff: 144 - 159 pointsThe most common UCAS tariff band among accepted students. This is what entrants had, not a stated requirement.
Entry requirements are set by the universityGrades, subjects and contextual offers vary. Check the University of Leeds's official course page for the current offer.

Who gets in

What recently admitted students actually held, official admissions data, not a stated requirement.

UCAS tariff of entrants

Grades are the A-level equivalent of each points band. Tap a band to check your own chances below.

Qualifications held on entry

QualificationShare
A-levels or equivalent92%
another higher-education qualification8%

Entry & your chances

An honest read from the official entry data, plus your personal match.

Competitive entry

Accepted students typically held strong UCAS tariffs. Check how your predicted grades compare and whether a contextual offer applies.

Will you get in? Plot your grades

Pick your predicted A-levels and watch your UCAS points land on the real spread of students admitted to this course.

Each bar is the share of admitted students in that UCAS-points band (lower → higher). Grades show the A-level equivalent.

Add your grades to see where you land

Your points will drop onto the distribution above, with an honest above / within / below read.

Based on the official admitted-student tariff distribution. Many universities make contextual (reduced-grade) offers, so a result below the range doesn’t rule you out.

How to apply

Undergraduate applications go through UCAS. Here’s what matters for this course, the right deadline, the grades to aim for, and the steps in order.

Apply by13 January 2027, 18:00 UK timefor this course
Typical gradesA*AAA-level equivalent admitted students held
UCAS codeF311quote this on your application
  1. 1
    Register on UCAS Hub

    Create your UCAS application and add this course (code F311). One application covers up to five choices.

  2. 2
    Write your personal statement

    A single statement covers all your choices, so keep it broad enough for similar courses while showing genuine interest in this subject.

  3. 3
    Submit by 13 January 2027, 18:00 UK time

    UCAS equal-consideration deadline for most undergraduate courses. Source: UCAS 2027 dates.

  4. 4
    Reply to your offers

    When decisions are in, pick a firm (first) choice and an insurance (back-up) choice with slightly lower grades.

  5. 5
    Results day & confirmation

    On results day (mid-August) your place is confirmed if you meet the offer. Just missed? Talk to the university, or find a place through Clearing.

💡 Many universities make a contextual (reduced-grade) offer, for example based on your school’s results, time in care, or where you live. Ask University of Leeds whether you’re eligible before you apply; it can lower the grades you need.

Fees & funding

What this course costs and how UK student finance covers it.

Tuition per year

Homeup to £9,790 / yr
Internationalset by the university

Standard capped home fee at English providers (2026/27); Scotland, Wales & NI differ.

Check fees at University of Leeds →

For students who normally live in England

illustrative Maintenance Loan per year
£9,790tuition used per year, illustrative full-time England fee-cap scenario
illustrative borrowing over 4 years

2026/27 Student Finance England figures. Maintenance support is means-tested and this two-point view is not an entitlement calculator. The course total uses its published length and home fee where both are available; a missing full-time fee uses the clearly labelled England-cap scenario, while part-time fees and unknown lengths are never guessed. Use the official calculator. Scotland, Wales and Northern Ireland use separate systems: SAAS, Student Finance Wales, and Student Finance NI.

Starting on or after 1 January 2027?

The Lifelong Learning Entitlement is a separate system. A new learner’s tuition entitlement is currently stated as £39,160 (about 480 credits at 2026/27 fee levels), subject to prior study and eligibility. Check the official LLE guide.

Paying for it

  • Tuition Fee Loan: can cover eligible tuition up to the applicable limit and is paid straight to the provider.
  • Maintenance Loan: up to £10,830/yr away from home outside London (England, 2026/27), means-tested on household income.
  • Repayment: 9% of income above £25,000, nothing below it; written off after 40 years.
  • Earn alongside: most students work part-time in term, part-time roles on the StudySmarter job board.

England figures shown; Scotland, Wales & NI run their own schemes, check gov.uk.

Funding matched to this course

Scholarships & bursaries you could qualify for

All University of Leeds funding →

Named awards published by the university. Compare the eligibility and application route before budgeting for one.

Amounts, exclusions and deadlines can change. An award is not guaranteed unless the university confirms it.

StudyKit · free

Still deciding what to study?

StudyKit brings course choice, applications and funding together in one place, with a personal AI assistant. Find what really fits you and start your UCAS application step by step.

Career quizApplication walkthroughSalary & CV check

Careers & earnings

What Computer Science graduates actually earn, from real outcome data, 15 months, 3 years and 5 years after graduating.

Graduate earnings: this course

WhenMedianTypical rangeGraduates
15 months after£30,000£28,000 – £31,0004930
3 years after£24,000£19,000 – £31,00015
5 years after£26,500£20,000 – £38,00020

Nominal earnings for graduates of this course/subject at this provider. Stronger evidence. Published sample: 4,930. Cohort 2021-22.

Graduate outcomes, 15 months on: this course

75%
in work or further study 15 months on
70%
in highly skilled work or study
94%
continue past their first year
85%
find their work meaningful
70%
say work fits their future plans
  1. 1Graduate / Junior DeveloperFirst engineering role · 0–2 yrs
  2. 2Software EngineerShipping features end-to-end · 2–5 yrs
  3. 3Senior / Lead EngineerOwning systems and mentoring · 5–9 yrs
  4. 4Principal / Engineering ManagerArchitecture or leading teams · 9+ yrs

How pay grows: this course vs Computer Science nationally

Starting (15 months) HESA GO
£30,000
£25,000 – £35,000
After 3 years LEO
£24,000
£23,375 – £33,000
After 5 years LEO
£26,500
£29,750 – £42,000
national rangethis course’s medianaxis £22,000 – £43,500

National figures for Computer Science graduates, HESA Graduate Outcomes (15 months) and the Longitudinal Education Outcomes (LEO) dataset (3 & 5 years). These are national, not university-specific; actual pay varies by employer, region, role and experience. Different cohorts, so the bars are not one group over time.

Work out your pay

Headline figures hide a lot. Calculate realistic take-home pay for this field by role, region and experience, then check your CV before you apply.

What happened to 100 students?

Choose an outcome to translate the published percentage into a simple 100-person view. Each dot represents one percentage point, not an individual tracked student.

75 of 100

were in work or further study

15 months after graduation

50% working20% working and studying5% in further study70% in highly skilled work or study

Source: Discover Uni, using Graduate Outcomes and continuation data. Cohorts: 2022-23. Stronger evidence. Published sample: 4,930. Cohort 2021-22. Each tab is a separate published measure; categories can overlap and should not be added together.

Value compared with similar courses

How this course’s 5-year median earnings compare with Computer Science courses at the same study level.

This course £26,500Peer median £34,500Middle 50% £29,000–£43,000
15th percentile

Compared with 1,820 courses with compatible official earnings data. This is a course-value comparison, not a quality ranking.

UK occupations graduates enter

Published graduate destinations, joined conservatively to UK SOC 2020, ONS pay and Skills England demand.

  • Teaching ProfessionalsSOC 2020 231 · 40% of published destinations · ASHE median £42,660
  • Teaching and Childcare Support OccupationDiscover Uni category · 15% of published destinations
  • Welfare and housing associate professionalsSOC 2020 322 · 10% of published destinations · ASHE median £27,937

Discover Uni JOBLIST/JOBTYPE; ONS ASHE 2025 provisional, all employee jobs; Skills England Occupations in Demand 2025. SOC is shown only for an exact normalised label match; demand is shown only at exact four-digit SOC. Published sample: 45; response rate: 50%. Pay describes the occupation across workers, not a guaranteed graduate salary.

Job market & outlook

How Computer Science graduates fare in the labour market, and how AI is reshaping the work.

85%
in work or further study 15 months after graduating, across Computer Science courses nationally.
Graduate Outcomes
75%
of working graduates are in highly skilled work or further study.
highly skilled
85%
of students continue past their first year (still enrolled or completed).
continuation

How AI is changing the work

AI doesn't replace the profession, it shifts it: routine tasks get automated, while judgement, working with people and using AI well become more valuable.

What AI takes off your plate

  • Boilerplate and scaffolding code
  • First-pass tests and docs
  • Routine debugging and refactors
  • Standard data wrangling

More human than ever

  • System design and architecture trade-offs
  • Reviewing and owning correctness & security
  • Translating fuzzy problems into software
  • Leading delivery and mentoring

The strongest graduates pair subject depth with the ability to use AI tools critically.

Roles & employers

Where Computer Science graduates typically go, indicative destinations from graduate career data. Each role links to live openings on the StudySmarter job board.

Where they work

  • Tech companies
  • Banks & fintech
  • Consultancies
  • Government (GDS) & startups

Is this course right for you?

The essentials UK applicants ask about: finance, outcomes, entry and quality.

💷

Student finance

For comparison, the standard full-time England tuition cap is up to £9,790 per year in 2026/27; the actual fee varies by course and provider. If you normally live in England, eligible students can apply for a Tuition Fee Loan, plus a Maintenance Loan for living costs. Under Plan 5 you repay 9% of income above £25,000, nothing below that, and the balance is written off after 40 years.

📈

Where graduates go

75% were in work or further study 15 months after graduating, with a median salary of £30,000. See the full breakdown in Careers & earnings above.

🎯

Your entry chances

Use the UCAS points calculator above to see how your predicted grades compare with admitted students, and whether a contextual offer could apply.

Official-data snapshot

Averaging the official measures published for it, this course scores 8.6 out of 10: NSS 87.7% · in work or study 75% · continued 94%.

Who studies here and in this subject?

Provider- and UK subject-level context.

The University of Leeds

All students34,580
International31.5%
Aged 25+13.6%

Computing across the UK

Students205,990
Aged 25+31.2%

HESA student record 2024/25. Counts are rounded.

Local crime-data context

A neutral snapshot around the published teaching location.

Around The University of Leeds

3,846 street-level reports returned within roughly one mile across 2026-04 to 2026-06.

Violent Crime 1125Shoplifting 724Other Theft 322Public Order 319Anti Social Behaviour 305

Police.uk street-level API. Approximate locations, not confined to campus. England, Wales and Northern Ireland; not Scotland.

Is Computer Science right for you?

Tick what applies to you and see how good a fit it is.

International students

What applying to University of Leeds from outside the UK involves: fees, English, visa, funding and living costs.

Tuition fees

International tuition is set per course by University of Leeds; international fees are typically £12,000–£30,000/year for classroom subjects and higher for lab/clinical ones. You’re not eligible for UK Tuition Fee or Maintenance Loans, so plan for fees plus living costs upfront.

English language

Most UK undergraduate courses ask for around IELTS 6.0–6.5 (no band below 5.5–6.0), or an accepted equivalent. If you’re just short, most universities run a pre-sessional English course that counts towards the requirement.

Student visa

You’ll usually need a Student visa (Student Route). After you accept an offer the university issues a CAS; you then show funds for fees plus about £1,023–£1,334/month living costs and pay the Immigration Health Surcharge for NHS access.

Scholarships & funding

Many universities offer international/global scholarships (often £2,000–£6,000/yr), check University of Leeds’s funding pages.

Living costs

Budget roughly £1,100–£1,400/month outside London and £1,400–£1,800/month in London for rent, food and travel; the figure also matters for your visa.

Working while you study

A Student visa usually allows up to 20 hours/week in term time and full-time in holidays, useful alongside study, though not something to rely on for fees.

Visa rules and fees change. Always confirm the current requirements with University of Leeds and gov.uk before you apply.

Common questions

Entry is competitive. Accepted students typically held strong UCAS tariffs. The most common tariff band among recent entrants was 144 - 159 UCAS points. Use the calculator on this page to see where your predicted grades would put you; many universities also make lower contextual offers.
Set by the University of Leeds. Most accepted students held A-levels or equivalent. Check the university's course page for the exact offer.
For Teacher training graduates from this provider, 75% were in work or further study 15 months after graduating, 70% in highly skilled roles, typical earnings around £30,000. (HESA Graduate Outcomes / LEO, via Discover Uni.)
For comparison, the standard full-time England tuition cap is up to £9,790 per year in 2026/27; the actual fee varies by course and provider. If you normally live in England, eligible students can apply for a Tuition Fee Loan, plus a Maintenance Loan for living costs. Under Plan 5 you repay 9% of income above £25,000, nothing below that, and the balance is written off after 40 years. See Fees & funding on this page to work out your numbers.
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