about 4 hours ago
Tel Aviv-Yafo, IsraelStaff+
Responsibilities
- Develop ML models and optimization algorithms for real-time dispatch.
- Design online algorithms for decision-making to balance system utilization and service quality.
- Model and mathematically represent operational complexities for scalable solutions.
- Analyze demand patterns and fleet performance using statistical methods.
- Collaborate with engineering, product, and operations teams for deployment.
Requirements
- Advanced degree in Computer Science, Mathematics, or a related field.
- 8+ years of industry experience in deploying machine learning models.
- Deep expertise in Machine Learning, especially reinforcement learning.
- Excellent coding skills in Python or similar programming languages.
- Strong applied research mindset to translate challenges into ML formulations.
- Curious, fast-learning, and collaborative with strong communication skills.
Benefits
- Competitive compensation package including salary and stock options.
- Health insurance with family member discounts.
- Hybrid work model and a central office location.
- Career development and growth opportunities.
- Additional perks like sports lessons, team events, and happy hours.