20 days ago
Haifa, IsraelMid Level / Senior
Responsibilities
- Own the algorithm lifecycle from problem definition to delivering production-ready models.
- Research, design, and build various types of models from multiple data sources.
- Ensemble multi-modalities to extract actionable recommendations from data.
- Engage with customers and collaborate with product teams for innovative solutions.
- Work with cloud-based big data platforms for training and experiments tracking.
- Contribute to modern technologies like LLMs and ML-based vectorization.
Requirements
- M.Sc. or Ph.D. in Electrical Engineering, Computer Science, Physics, Mathematics, or a related field.
- 4+ years of experience in ML applications, particularly with time-series data.
- Proficiency in Python and the Applied Science SDLC.
- Experience in anomaly detection and pushing KPIs boundaries.
- Familiarity with ML ops infrastructure such as Vertex AI or Sagemaker.
- Ability to translate research into scalable, production-ready solutions.
- Experience working on Agile teams with a focus on fast iterations.
- Proven ability to collaborate with cross-functional teams.
- Experience in feature engineering-based signal processing is a plus.
Benefits
- Stock options
- Paid parental leave
- Flex PTO