AI Research Scientist/Engineer (AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
AI Research Scientist/Engineer (AI/ML): Developing the next generation of code analysis engines by applying cutting-edge AI and LLM techniques to source code with an accent on static analysis and automated code remediation. Focus on designing novel ML models, implementing RAG pipelines, and fine-tuning LLMs on proprietary codebases to resolve complex bugs and vulnerabilities.
Location: Must be based in or be able to relocate to Bochum, Germany
Company
is a company specializing in code analysis tools that help millions of developers write cleaner and more secure code.
What you will do
- Research and innovate in ML, Deep Learning, and LLMs specifically applied to the Software Development Lifecycle (SDLC).
- Design and validate novel ML models to identify and resolve complex bugs, vulnerabilities, and code smells.
- Implement LLM-based solutions, including Retrieval-Augmented Generation (RAG) and agentic systems for automated code remediation.
- Build and manage robust data pipelines to process massive code-centric datasets for training and evaluation.
- Collaborate with engineering and product teams to integrate successful ML prototypes into production products.
- Document and communicate complex technical research findings to both technical and non-technical stakeholders.
Requirements
- Advanced academic background (Master’s or PhD) in Computer Science, Machine Learning, or a quantitative field.
- Strong industry experience in machine learning and modern software engineering practices.
- Proficiency in Python and hands-on experience with ML/DL frameworks such as PyTorch, TensorFlow, and Hugging Face.
- Proven experience in applied Machine Learning, with a focus on NLP or Programming Language Processing (PLP).
- Expertise in modern LLM techniques: Fine-tuning (LoRA, QLoRA), prompt engineering, RAG pipelines, and vector databases.
- Experience with large-scale data processing and cloud infrastructure (AWS).
Nice to have
- Familiarity with Java.
Culture & Benefits
- Opportunity to pioneer state-of-the-art AI research and turn it into high-impact practical solutions.
- Work on products used by millions of developers worldwide.
- Relocation assistance is provided for the right candidate to move to Bochum.
Hiring process
- AI tools may be used to support application review and resume analysis.
- Final hiring decisions are made exclusively by human recruiters and managers.
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