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Senior ML Engineer- AI department
מספר משרה: 16862
השרון
Senior ML Engineer
We are looking for an expert in machine learning to join our team and build efficient, data-driven artificial intelligence systems.
The ideal candidate will have a strong background in designing, developing, and implementing machine learning systems using Python, in addition to knowledge in the Generative AI (GenAI) domain.
As a senior ML Engineer, you will:
We are looking for an expert in machine learning to join our team and build efficient, data-driven artificial intelligence systems.
The ideal candidate will have a strong background in designing, developing, and implementing machine learning systems using Python, in addition to knowledge in the Generative AI (GenAI) domain.
As a senior ML Engineer, you will:
- Understand business objectives and assist in development of the correct infrastructure to achieve them, alongside metrics to track their value.
- Consult with managers and stakeholders to determine the solution objective and its expected value.
- Design, develop and maintain machine learning systems.
- Solve complex problems with multilayered data sets, and optimize existing machine learning libraries and frameworks
- Study and transform data science prototypes and apply appropriate machine learning algorithms and tools
- Train, retrain, and monitor machine learning systems and models in production environment.
- Stay up to date with machine learning and GenAI developments across the industry.
- Collaborate with other scientists, engineers, architects and analysts spread across several countries
- Bachelor’s or master’s degree in computer Science, Engineering, or related field
- 5+ years of experience as a Backend Engineer, ML Engineer, or a similar role, with a consistent record of successfully delivering ML solutions
- High proficiency in python with extensive experience with ML frameworks and API development (FastAPI/Django/Flask or similar)
- Experience with data processing workloads.
- Experienced working with Docker and on Kubernetes environment
- Passionate about learning innovative technologies and an autodidact.
- Experience in LLMs, RAG, Agents (LangChain, LlamaIndex) – Big Advantage
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