Related skills
java sql python pandas tensorflow๐ Description
- Drive end-to-end ML solutions from research to production
- Own the technical vision for next-gen anti-theft capabilities
- Develop multimodal models to fuse sensor signals
- Build training/inference pipelines and model evaluation
- Build data collection, processing and storage infra
- Influence system design with data-driven decisions
- Collaborate with computer vision, hardware, and frontend teams
๐ฏ Requirements
- Master or PhD in ECE, CS, Applied Maths or related fields
- 3+ years in sensor fusion, transformers, multimodal work
- Strong communication and collaboration skills
- Strong programming in Python, C++, Java/Kotlin
- Data science tools SQL and Pandas; ML frameworks PyTorch/TensorFlow
- Proven track record delivering end-to-end ML from research to production
- Experience designing end-to-end ML systems fusing multi-modality
- Knowledge of modern visual-language models and multi-modal AI systems
- Familiarity with A/B testing and industrial experimentation methodologies
- Independent and self-starter with problem-solving mindset
๐ Benefits
- Flex First remote work policy
- Equity grant and annual refresh grants
- Taste of Instacart benefits program
- Remote-friendly environment with flexible work arrangements
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