Machine Learning Engineer
- רמת גן
- הכשרה
- משרה מלאה
- Take ownership of the entire machine learning engineering lifecycle - from building scalable training and evaluation pipelines to deploying models in production, with robust monitoring and maintenance systems.
- Help in creating scalable solutions by enabling us to continuously increase the accuracy of our algorithms across thousands of clinics.
- Designing a secured large-scale system that is suitable for sensitive patient data.
- Continue to enhancing our deep learning infrastructure to supports our AI models at scale, including CI/CD, automation, testing and monitoring.
- Collaborate with the research, medical and product teams in implementing ML solutions to the digital health space.
- 4+ years of hands-on experience in software engineering (Backend preferably in Python).
- 2+ years of experience in machine learning pipelines on cloud environments.
- Knowledge in statistics and machine learning techniques.
- Proven ability to lead product feature development, from concept to production.
- Experience with large scale, high performance, production environments.
- Experience working with SQL and NoSQL databases.
- Experience in AWS cloud environment.
- Bs.c / Ms.c in Computer Science / Software Engineering.
- Experience with ML Frameworks such as PyTorch, TensorFlow and MLFlow.
- Experience with Deep Learning, NLP and LLM pipelines (RAG and agentic systems).
- ניהול תש...
Mploy