Sonia Solutions

Senior Machine Learning Engineer, NLP

Remote Berlin
Python PyTorch Hugging Face Transformers NLTK spaCy Docker MLflow W&B Kubernetes Machine Learning Deep Learning NLP
Description

Senior Machine Learning Engineer (NLP) (all)

Department: AI

Employment Type: Permanent employee

Schedule: Full-time

Seniority: Experienced

Location: Berlin, München, Remote, Luxembourg, Hamburg, Frankfurt, Köln

With Sonia, doctors are successful doctors. We create and deploy AI-enhanced solutions that make doctors’ lives easier, patients’ care better, and healthcare systems more efficient. If you’re an intrinsically motivated self-starter who values impactful work, join us in revolutionizing healthcare.

We’re looking for a Machine Learning Engineer (NLP) (all) to join our AI team to help advance the future of healthcare. You will work on speech recognition systems that power real-world applications used by clinicians every day.

This role can be performed in a hybrid setup from our offices in Luxembourg or Berlin, or remotely from anywhere in Germany or Luxembourg.

  • Model Optimization & Deployment: Fine-tune, evaluate, and deploy state-of-the-art NLP models.
  • NLP Application: Apply NLP methods for text processing and analysis.
  • MLOps Collaboration: Work with the MLOps team to ensure continuous training for models in production.
  • Experimentation: Design and conduct experiments to validate new methods.
  • Data Pipelining: Build and maintain language preprocessing workflows.
  • Cross-Functional Impact: Collaborate closely with product managers, other ML engineers, and developers to translate the solutions into production.
Must Haves
  • Education: Master’s degree in Computer Science, Engineering, or a related technical field or equivalent industry experience.
  • Experience: Typically 5-8+ years of experience in ML engineering or related fields.
  • Technical Proficiency: Strong programming skills in Python and ML frameworks (PyTorch, Hugging Face Transformers, NLTK, spaCy).
  • NLP Specialization: Experience with deep learning language models, including transformers, NER, and tokenizers.
  • Production ML Experience: Experience with MLOps pipeline components (Docker, MLflow, W&B).

Nice to Have
  • Domain Knowledge: Knowledge of multilingual or domain-specific language modeling (medical/legal and other specialized fields).
  • Scalability: Experience with distributed training systems.
  • Orchestration: Knowledge of Kubernetes.
  • Language Skills: English full proficiency, German/French/Italian is a plus.
  • Full ownership of impactful ML components in a fast-growing AI environment.
  • A collaborative team that values curiosity, learning, and pragmatic problem-solving.
  • Flexible working arrangements (remote or hybrid).
  • 30 days of annual vacation.
  • Competitive salary depending on experience.
  • The chance to work on products that directly shape the future of healthcare.
If you’re passionate about Machine Learning and want to make an impact in healthcare with cutting-edge AI technologies, we’d love to hear from you!

I’m Margarita and will be guiding you through the application process.
Sonia Solutions
Sonia Solutions

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