Electronics associate Work, Jobs in Cambridge, Cam (with Salaries)

Research Associate in Machine Learning for Materials Simulation (Fixed Term)
University of Cambridge —Cambridge
- £34,610 - £46,049 a year
- Doctoral degree
- Research
- Machine learning
3d
Senior Scientific Associate (Fixed Term)
University of Cambridge —Cambridge
- £35,608 - £46,049 a year
- Doctoral degree
3d
Ecologist, Brighton, East Sussex
CSA environmental —Baldock
- Weekend availability
- Hybrid work
- Training & development
- Communication skills
- Annual leave
- Employee assistance programme
Post-Doctoral Research Associate in Experimental Quantum Optics and Quantum-Light Spectroscopy (Fixed Term)
University of Cambridge —Cambridge
- £34,610 - £46,049 a year
- Doctoral degree
- University
- Organisational skills
Senior PCB Designer II
CesiumAstro —Cambridge
- Full-time
- Engineering
- Organisational skills
- Communication skills
Ecologist, Ashwell, Hertfordshire
CSA environmental —Baldock
- Weekend availability
- Hybrid work
- Training & development
- Communication skills
- Annual leave
- Employee assistance programme
MOL (Maintenance of Line) Mechanical Engineer
Linx —Saint Ives
- Full-time
- Engineering
- Maintenance
- Analysis skills
3d
Mechanical Engineering Manager
Linx —Saint Ives
- Full-time
- Engineering
- Analysis skills
- Continuous improvement
5d
GENERAL PRACTICE NURSE
Stanmore Medical Group —Stevenage
- Part-time
- Nursing
- BLS Certification
- Research
- Free parking
- Store discount
Quick apply
6d

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Research Associate in Machine Learning for Materials Simulation (Fixed Term)

University of Cambridge -
Cambridge

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Job details

Fixed term contract
£34,610 - £46,049 a year
3 days ago

Qualifications

Doctoral degree
PyTorch
Research
Machine learning
Machine learning modelling
Physics

Full job description

Fixed-term: The funds for this post are available for 6 months in the first instance.

We are seeking a postdoctoral researcher to develop and apply machine learning methods to the atomistic simulation of materials, with a particular focus on amorphous and disordered systems, based in the Theory of Condensed Matter group at the Cavendish Laboratory working in the group of Dr Christoph Schran.

Machine learning interatomic potentials now make it possible to run molecular dynamics simulations at close to first-principles accuracy on length and time scales far beyond the reach of electronic structure methods. Amorphous materials are among the most demanding applications. Their properties depend on complex, porous structures, which places stringent demands on the models: they must remain reliable across a wide range of conditions, and they must be validated against properties that emerge only from large systems and long trajectories.

The role holder will develop and apply machine learning models for amorphous materials, covering the generation of reference data, model training and validation, and large-scale molecular dynamics simulations on national high-performance computing facilities. There is scope to shape the direction of the project and to collaborate with others in the Theory of Condensed Matter group and across the Lennard-Jones Centre.

Candidates should hold, or be close to obtaining, a PhD in physics, chemistry, materials science or a related discipline. A strong background in machine learning interatomic potentials, including their development, training and validation, is essential, as are strong scientific programming skills in Python and machine learning frameworks such as PyTorch. Direct experience of simulating amorphous or disordered materials is also required. Experience of generating reference data with density functional theory, of high-performance and GPU computing, or of contributing to open-source scientific software would be an advantage.

Appointment at research associate is dependent on having a PhD including those who have submitted but not yet received their PhD (in which case appointment will initially be made at research assistant and amended to research associate when the PhD is awarded).

Informal enquiries are welcomed and should be directed to: Dr Christoph Schran ([email protected]). If you have any questions about the application process, please contact [email protected].

Please quote reference KA50805 on your application and in any correspondence about this vacancy.

The University actively supports equality, diversity and inclusion and encourages applications from all sections of society.

The University has a responsibility to ensure that all employees are eligible to live and work in the UK.

Apply online

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Refine Your Search

electronics associate jobs in cambridge, cam

Research Associate in Machine Learning for Materials Simulation (Fixed Term)

Senior Scientific Associate (Fixed Term)

Ecologist, Brighton, East Sussex

Post-Doctoral Research Associate in Experimental Quantum Optics and Quantum-Light Spectroscopy (Fixed Term)

Senior PCB Designer II

Ecologist, Ashwell, Hertfordshire

MOL (Maintenance of Line) Mechanical Engineer

Mechanical Engineering Manager

GENERAL PRACTICE NURSE

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