Tech Stack
PythonPyTorchReactTensorflowTypeScript
About the role
- Drive the design and implementation of AI/NLP features for clinical reporting in close collaboration with product and engineering teams.
- Build and integrate LLM-based systems into our product suite.
- Fine-tune and evaluate models using approaches such as LoRA, instruction tuning, and parameter-efficient tuning.
- Apply classical NLP techniques (e.g., BERT, NER, text classification) where appropriate.
- Translate research and theory into practical applications in production.
- Collaborate cross-functionally with engineers, clinicians, and product teams.
- Mentor and support software developers to grow AI/ML skills across the company.
Requirements
- Strong background in Machine Learning, specifically NLP.
- Hands-on experience with LLM-based systems, e.g. fine-tuning and prompt engineering.
- Familiarity with transformer-based models (e.g., BERT, RoBERTa, GPT, T5).
- Proficiency in Python and machine learning frameworks (e.g., PyTorch, Hugging Face, TensorFlow).
- Experience developing production-grade ML/NLP pipelines, including monitoring and validation.
- Ideally, experience with modern web tooling (e.g., Typescript, React).
- Ideally, prior exposure to healthcare or radiology-related data/workflows and their challenges.
- Strong interpersonal skills and ability to communicate clearly with non-AI experts.
- Fluent in English; German is a plus but not required.
- Opportunity to work on impactful healthcare applications used in real clinical workflows.
- A dynamic, supportive, and international work environment.
- Flat hierarchies and room to take ownership of projects.
- Individual development budget to support your professional growth
- Flexible working hours and up to 100% Remote work possible within Germany
- Competitive compensation and benefits package
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
Machine LearningNatural Language ProcessingLLM-based systemsfine-tuningprompt engineeringtransformer-based modelsBERTRoBERTaGPTT5
Soft skills
interpersonal skillscommunication skillsmentoringcollaboration