Machine Learning Engineer
Description For Machine Learning Engineer
CGM (CompuGroup Medical) is a leading global e-health company operating in 19 countries with over 8,700 employees. As a Machine Learning Engineer, you'll be at the forefront of developing and deploying cutting-edge AI solutions in healthcare. The role focuses on working with RAG and AI Agents, requiring expertise in machine learning frameworks and Python programming. You'll collaborate with cross-functional teams to integrate ML models into core systems while ensuring high performance and scalability.
The position offers a hybrid work arrangement with 2 days remote and 3 days onsite, providing flexibility while maintaining team collaboration. CGM's commitment to employee well-being is evident through comprehensive benefits including an in-house canteen, fitness center, and professional development opportunities through their academy.
The ideal candidate should have a strong academic background in Computer Science or related fields, coupled with significant experience in machine learning model development, particularly with LLMs and AI Agents. Proficiency in modern ML frameworks and cloud platforms is essential. The role offers an opportunity to make a meaningful impact in healthcare technology, working on solutions that directly contribute to improving healthcare delivery.
CGM's inclusive culture and focus on work-life balance is demonstrated through various benefits, including a kindergarten at the Koblenz campus, corporate benefits, and regular team events. The company's mission "for a world where knowledge saves lives" underlies all projects, making this an ideal position for those passionate about combining technology with healthcare advancement.
Responsibilities For Machine Learning Engineer
- Design, develop, and deploy machine learning models for core AI services with focus on RAG and AI Agents
- Work closely with data scientists, backend developers, and other stakeholders to integrate models
- Enhance and fine-tune models for performance, accuracy, and scalability
- Stay updated with latest advancements in machine learning
- Ensure robust testing, validation, and monitoring of machine learning models
Requirements For Machine Learning Engineer
- Bachelor's or Master's degree in Computer Science, Engineering, Data Science, or related field
- Significant experience in machine learning model development and deployment, including LLM and AI Agents
- Proficiency in machine learning frameworks (Langchain, TensorFlow, PyTorch, Scikit-learn) and Python
- Familiarity with cloud platforms (Azure, AWS, GCP) and containerization technologies (Docker, Kubernetes)
- Strong problem-solving skills and ability to work in a collaborative environment
Benefits For Machine Learning Engineer
- Mobile work (2 days remote, 3 days onsite)
- Regular company events (summer parties, Christmas parties)
- In-house academy and external training opportunities
- In-house canteen with healthy food options
- Fully equipped fitness center with weekly courses
- Kindergarten on CGM campus (Koblenz)
- Corporate benefits
- Job bike option
- Company pension scheme
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