Senior ML Researcher (Code Editing)
JetBrains · Madrid, Community of Madrid, Spain
- On site
- Full-time
- $150,000 / year
- Madrid, Community of Madrid, Spain
Job highlights
- Research ML for code editing and generation.
- Develop and improve neural network training.
- Work with distributed training and scaling.
- Publish results at top ML conferences.
- Mentor colleagues on ML topics.
About the role
Senior ML Researcher (Code Editing)
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.
- Has strong programming skills.
Nice To Have
- Hands-on experience with post-training techniques.
- Experience with multimodal or low-data training.
- Familiarity with large-scale model training.
We are an equal opportunity employer
We know great ideas can come from anyone, anywhere. That’s why we do our best to create an open and inclusive workplace – one that welcomes everyone regardless of their background, identity, religion, age, accessibility needs, or orientation.
We process the data provided in your job application in accordance with the Recruitment Privacy Policy.
Key skills/competency
- Machine Learning Research
- Code Generation
- Code Editing
- Natural Language Processing
- Neural Networks
- Distributed Training
- Model Scaling
- ML Conferences
- Programming Skills
- AI Agents
Skills & topics
- Machine Learning
- Researcher
- Code Editing
- JetBrains
- Neural Networks
- NLP
- Distributed Training
- AI
- Software Development
- Senior
How to get hired
- Tailor your resume: Highlight your ML research, NLP, and code modeling experience, emphasizing publications and programming skills.
- Showcase your expertise: Quantify achievements in training neural networks and distributed systems.
- Prepare for technical interviews: Be ready to discuss ML concepts, model architectures, and your research experience.
- Research JetBrains: Understand their passion for code and developer productivity to align your application.
Technical preparation
Behavioral questions
Frequently asked questions
- What are the key responsibilities for a Senior ML Researcher at JetBrains?
- As a Senior ML Researcher at JetBrains, you will focus on developing and improving machine learning techniques for software development tasks like code generation and code editing. This includes training and scaling neural networks, developing new methods, and mentoring colleagues. Your work will contribute to next-generation ML features for code.
- What qualifications are essential for this Senior ML Researcher role at JetBrains?
- Essential qualifications include experience in natural language processing or code modeling, working with distributed training and scaling neural networks, and familiarity with modern training techniques and architectures like MoE. Publications at top ML conferences and strong programming skills are also required.
- What 'nice to have' skills would make a candidate stand out for the Senior ML Researcher position at JetBrains?
- For the Senior ML Researcher role at JetBrains, 'nice to have' skills include hands-on experience with post-training techniques, experience with multimodal or low-data training, and familiarity with large-scale model training. These add to your profile but are not strictly required.
- How does JetBrains approach diversity and inclusion for its Senior ML Researcher roles?
- JetBrains is committed to creating an open and inclusive workplace. They welcome candidates regardless of background, identity, religion, age, accessibility needs, or orientation, believing great ideas come from anywhere and anyone.
- What is the expected outcome of the research conducted by a Senior ML Researcher at JetBrains?
- The research conducted by a Senior ML Researcher at JetBrains is expected to result in publishable findings at top ML conferences. The ultimate goal is to create methods and features that enable the next generation of AI-powered software development tools.