Job
- Level
- Erfahren
- Ort
- Heidelberg
- Arbeitsmodell
- Hybrid, Onsite
- Job Feld
- Data
- Anstellung
- Vollzeit
- Vertragsart
- Unbefristetes Dienstverhältnis
- Gehalt
- 55.000 bis 60.000€ Brutto/Jahr
Job Zusammenfassung
In dieser Position entwickelst du fortschrittliche generative Modelle für die Materialwissenschaft, indem du Differentialgeometrie und Gruppentheorie kombinierst, um die Symmetrie des Kristallgitters auszunutzen.
Deine Rolle im Team
- Conduct cutting-edge research on generative models for materials science.
- Combine concepts of differential geometry and group theory for improved generative models that utilize the symmetry group of the material's crystal grid.
- Publish your research findings at major machine learning conferences such as Neurips, ICML, ICLR, and in high impact journals.
- Collaborate with other members of the research group and the SIMPLAIX consortium.
- Supervision of research interns, bachelor- and master-students.
Unsere Erwartungen an dich
Ausbildung
- Applicants should possess a master's degree in computer science, mathematics, theoretical physics, or a related discipline.
Qualifikationen
- Candidates should preferably have a strong theoretical background in machine learning, a solid foundation in linear algebra, and excellent programming skills.
- Knowledge in differential geometry, representation theory, and mathematical optimization is a plus but not required.
- High motivation, enthusiasm to work within an international team as well as strong interpersonal and communication skills are required.
Unser Angebot
- You will be based at the Heidelberg Institute for Theoretical Studies, where you will find a first-class research environment and outstanding computing infrastructure.
- An English-speaking, international and thriving work environment.
- Strong international connections to academic and industrial research labs.
- A competitive salary based on qualifications and professional experience.
- The salary range is between 55.000,- and 60.000,- EUR p.a. for a full-time post.
- Work-life integration: Flexible working hours, 30 days of vacation, additional company holidays, and the option to work remotely on a pro-rata basis.
- Job ticket, fitness and childcare subsidies, capital-forming benefits, company pension plan, health screen vouchers, and other attractive benefits.
- Free car park and bicycle parking spaces with charging facilities.
- Varied and subsidised meals in our in-house restaurant with free drinks and a coffee and tea bar.
Themen mit denen du dich im Job beschäftigst
Job Standorte
Das ist dein Arbeitgeber
HITS gGmbH
Das HITS betreibt innovative, grundlagenorientierte Forschung in interdisziplinärem Rahmen. Wir verfolgen das Ziel, von uns besetzte Forschungsfelder international führend zu bearbeiten. Qualität trumpft Quantität. Neue Ideen haben ihren Platz und ihre Zeit.
Description
- Gründungsjahr
- 2010
- Unternehmenstyp
- Etablierte Firma
- Arbeitsmodell
- Hybrid, Onsite
- Branche
- Wissenschaft, Forschung
PhD position in Geometric Deep Learning
- Gehalt
- 55.000 bis 60.000€ Brutto/JahrNetto aus dem Bruttogehalt im Inserat mit Steuerklasse I umgerechnet.34.978 bis 37.561 € netto/Jahr · Steuerklasse I
- Ort
- Heidelberg
- Arbeitsmodell
- Hybrid, Onsite
- Diversität
- Für alle Personen geeignet (m/w/d)
- Nur Englisch
- Nur Englisch erforderlich
