Senior Machine Learning Engineer - Computer Vision
Description For Senior Machine Learning Engineer - Computer Vision
DoorDash is seeking a Senior Machine Learning Engineer specializing in Computer Vision to join their last-mile delivery logistics team. This role focuses on developing cutting-edge Computer Vision models to enhance delivery quality and prevent defects. The position offers an opportunity to work on innovative ML solutions that identify potential delivery issues early, combining visual data with other inputs for proactive intervention.
The ideal candidate will be responsible for implementing production-ready algorithms that process visual feeds and multi-modal inputs to solve complex real-world challenges. This role requires expertise in advanced techniques such as entity recognition, object detection, segmentation, and multi-modal fusion. The position offers significant impact potential, working within a growing team that's actively expanding into new markets.
DoorDash provides a comprehensive benefits package including healthcare, equity opportunities, and various wellness benefits. The company maintains a strong commitment to diversity and inclusion, actively encouraging applications from diverse backgrounds. The role offers competitive compensation with base salary ranges from $137,100 to $299,300 USD, depending on level and location.
Working at DoorDash means joining a dynamic environment where you'll help transform the delivery experience through innovative technology. The company's mission to empower local economies drives quick learning and iteration, with team members making impactful decisions that show empathy for users across the platform.
Responsibilities For Senior Machine Learning Engineer - Computer Vision
- Develop production-level machine learning solutions for vision challenges
- Collaborate with cross-functional leaders to shape product roadmap
- Explore and harness diverse data sources for continuous improvement
- Drive technical innovation in computer vision space
- Implement solutions for object detection, classification, and segmentation
- Design and evaluate experiments to validate ML models effectiveness
Requirements For Senior Machine Learning Engineer - Computer Vision
- 5+ years of industry experience developing machine learning models with business impact
- Deep expertise in applied Computer Vision
- Strong machine learning and programming skills, particularly in Python
- Experience with PyTorch, TensorFlow, or Spark
- Must be located near or willing to relocate to engineering hubs
- M.S. or PhD in Computer Vision, Statistics, Computer Science, Math, Operations Research, Physics, Economics, or other quantitative fields is a plus
- Familiarity with causal inference and experimentation techniques
Benefits For Senior Machine Learning Engineer - Computer Vision
- Wellness benefits
- Paid time off
- Paid holidays
- Paid sick leave
- Family-forming assistance
- Commuter benefit match
- Equity grants
- Disability insurance
- Basic life insurance
