The AI Job Search Engine
Machine Learning Scientist - AI for Code(m/w/x)
Designing LLM-based solutions for contextual code analysis and bug detection at a code quality platform. Hands-on experience with advanced language model architectures and NLP/PLP focus required. Flexible hybrid work.
Requirements
- Advanced academic background in Computer Science, Machine Learning, or related quantitative field
- Strong industry experience in machine learning and modern software engineering practices
- Solid programming skills in Python and hands-on experience with core ML/DL frameworks
- Proven experience in applied Machine Learning with focus on NLP or Programming Language Processing
- Hands-on experience with modern LLM architectures and techniques
- Experience with large-scale data processing frameworks and cloud infrastructure
- Experience driving research projects from ideation to prototype with autonomy
- Excellent communication skills in English and ability to explain complex topics clearly
Tasks
- Stay updated on ML, Deep Learning, and LLM advancements
- Identify opportunities to enhance products within the SDLC
- Design and prototype advanced ML models for bug and vulnerability detection
- Validate models that address complex code issues
- Develop LLM-based solutions for contextual code analysis
- Implement Retrieval-Augmented Generation (RAG) techniques
- Fine-tune models on proprietary codebases
- Explore agentic systems for automated code remediation
- Build and manage data pipelines for large code-centric datasets
- Gather and process data for training specialized models
- Collaborate with engineering and product teams to integrate ML prototypes
- Ensure products meet the needs of a global user base
- Document and communicate technical concepts to stakeholders
Work Experience
- approx. 4 - 6 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
- TensorFlow
- Hugging Face
- AWS
Benefits
Flexible Working
- Flexible work policy
- Remote and in-office hybrid work
Mentorship & Coaching
- Growth mindset
Learning & Development
- Continuous education
Other Benefits
- Diversity, Equity, and Inclusion
Not a perfect match?
- SonarFull-timeRemoteSeniorBochum, Genf
- Sonar
Staff Software Engineer (Python)(m/w/x)
Full-timeRemoteExperiencedBochum - Sonar
C# Developer - Static Code Analysis(m/w/x)
Full-timeRemoteExperiencedGenf, Bochum - Sonar
Senior Software Engineer - Backend(m/w/x)
Full-timeRemoteSeniorBochum - Sonar
Senior Software Engineer - Backend(m/w/x)
Full-timeRemoteSeniorGenf, Bochum
Machine Learning Scientist - AI for Code(m/w/x)
Designing LLM-based solutions for contextual code analysis and bug detection at a code quality platform. Hands-on experience with advanced language model architectures and NLP/PLP focus required. Flexible hybrid work.
Requirements
- Advanced academic background in Computer Science, Machine Learning, or related quantitative field
- Strong industry experience in machine learning and modern software engineering practices
- Solid programming skills in Python and hands-on experience with core ML/DL frameworks
- Proven experience in applied Machine Learning with focus on NLP or Programming Language Processing
- Hands-on experience with modern LLM architectures and techniques
- Experience with large-scale data processing frameworks and cloud infrastructure
- Experience driving research projects from ideation to prototype with autonomy
- Excellent communication skills in English and ability to explain complex topics clearly
Tasks
- Stay updated on ML, Deep Learning, and LLM advancements
- Identify opportunities to enhance products within the SDLC
- Design and prototype advanced ML models for bug and vulnerability detection
- Validate models that address complex code issues
- Develop LLM-based solutions for contextual code analysis
- Implement Retrieval-Augmented Generation (RAG) techniques
- Fine-tune models on proprietary codebases
- Explore agentic systems for automated code remediation
- Build and manage data pipelines for large code-centric datasets
- Gather and process data for training specialized models
- Collaborate with engineering and product teams to integrate ML prototypes
- Ensure products meet the needs of a global user base
- Document and communicate technical concepts to stakeholders
Work Experience
- approx. 4 - 6 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
- TensorFlow
- Hugging Face
- AWS
Benefits
Flexible Working
- Flexible work policy
- Remote and in-office hybrid work
Mentorship & Coaching
- Growth mindset
Learning & Development
- Continuous education
Other Benefits
- Diversity, Equity, and Inclusion
About the Company
Sonar
Industry
IT
Description
Sonar helps prevent code quality and security issues, enhancing developer productivity with AI-driven tools.
Not a perfect match?
- Sonar
Senior Software Engineer (Python)(m/w/x)
Full-timeRemoteSeniorBochum, Genf - Sonar
Staff Software Engineer (Python)(m/w/x)
Full-timeRemoteExperiencedBochum - Sonar
C# Developer - Static Code Analysis(m/w/x)
Full-timeRemoteExperiencedGenf, Bochum - Sonar
Senior Software Engineer - Backend(m/w/x)
Full-timeRemoteSeniorBochum - Sonar
Senior Software Engineer - Backend(m/w/x)
Full-timeRemoteSeniorGenf, Bochum