Senior Researcher - Machine Learning - Microsoft Research

Microsoft; Cambridge; On-site; GBP 60,000 - 90,000; Full time

Job summary

Microsoft cherche un chercheur talentueux en Machine Learning pour travailler sur des projets à fort impact dans le domaine des sciences moléculaires. Ce poste exige une solide expérience en Deep Learning, en particulier avec Python, et une aptitude à collaborer avec des équipes interdisciplinaires dans des projets innovants. Joignez-vous à nous pour concevoir et développer des modèles de machine learning pour le secteur pharmaceutique.

Qualifications

• Expérience prouvée en recherche sur Deep Learning.
• Maîtrise du développement logiciel en Python.
• Expérience dans la mise en œuvre de systèmes de Deep Learning.

Responsibilities

• Contribuer à l'agenda de recherche en machine learning dans les sciences moléculaires.
• Concevoir et développer de nouveaux modèles et algorithmes de machine learning.
• Collaborer quotidiennement avec une équipe de recherche internationale.

Skills

Deep Learning

Python

Machine Learning

Education

PhD in Machine Learning or related field

Tools

PyTorch

JAX

Job description

Responsibilities

• Contribute to and drive an ambitious, high-impact, machine learning research agenda in the molecular sciences.
• Design and develop new machine learning models and algorithms.
• Write code to run and evaluate large-scale ML experiments.
• Work with internal and external partners to deploy and evaluate models and workflows.
• Prepare technical papers and presentations.
• Collaborate on a day-to-day basis with an international and interdisciplinary research team towards a common research goal.

Qualifications

Required:

• Track record in Deep Learning research, evidenced by a PhD or similar research experience in the field.
• Experience designing and optimizing new architectures and algorithms, and conducting experiments to study their performance.
• Proficiency in Python software development, demonstrated by published software projects (e.g., GitHub).
• Experience in developing and implementing deep learning systems (e.g., in PyTorch or JAX).

Preferred:

• Experience working with graph data, reinforcement learning, and/or generative models.
• Experience with molecular data in real-world drug discovery.
• Track record of publications in ML conferences and/or scientific journals.

Additional Information

Microsoft is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to age, ancestry, color, family or medical care leave, gender identity or expression, genetic information, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran status, race, religion, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable laws and regulations.

If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request via the Accommodation request form.

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