Senior ML Researcher (Code Editing)

JetBrains; München, Berlin; Hybrid; EUR 70.000 - 90.000; Vollzeit

Zusammenfassung

A leading technology company in Munich is seeking a researcher with experience in natural language processing and code modeling. You will train and scale neural networks to enhance code generation and editing workflows. Strong candidates will have publications at top ML conferences and experience with modern training techniques. This role provides an opportunity to mentor others in the field of machine learning and contribute significantly to new methodologies in software development.

Qualifikationen

• Experience in natural language processing or code modeling is required.
• Familiarity with distributed training and scaling of neural networks is a plus.
• Publications at top ML conferences are essential for this role.

Aufgaben

• Train and scale neural networks for processing source code.
• Develop new methods for code generation and editing.
• Mentor colleagues on ML topics.

Kenntnisse

Natural language processing

Code modeling

Distributed training

Scaling neural networks

Modern training techniques

Publications at ML conferences

Jobbeschreibung

Amsterdam, Netherlands; Belgrade, Serbia; Berlin, Germany; Limassol, Cyprus; Munich, Germany; Paphos, Cyprus; Prague, Czech Republic; Remote, Germany; Warsaw, Poland; Yerevan, Armenia

At JetBrains, code is our passion. Since 2000, we’ve focused on reducing routine work so developers can spend more time building and shipping.

The JetBrains Research team studies machine learning techniques and agent-based approaches for software development to create methods that enable the next generation of ML for code features. We’re looking for a researcher to develop and improve training methodologies for models capable of solving tasks such as code generation, code editing, and empowering AI agents. You don’t need experience in every area, but you should be comfortable working across topics and delivering publishable results.

In this role, you will:

• Train and scale neural networks for processing source code.
• Develop new methods and improve existing ones for code generation, code editing, and agent-based workflows.
• Mentor colleagues on ML topics.

We’re looking for someone who:

• Has experience in natural language processing or code modeling.
• Has worked on distributed training and scaling neural networks.
• Has experience with modern training techniques and architectures (for example, MoE).
• Has publications at top ML conferences.

Nice to have:

• Hands-on experience with post-training techniques.
• Experience with multimodal or low-data training.
• Familiarity with large-scale model training.

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