Photalabs Com
ML Engineer - Inference
San Jose, USA
H1B sponsorship availableDetected 312 days ago
Cloud PlatformsMachine LearningDeep LearningPyTorchLogisticsPhotographyResearch
About the role
- As our first ML Engineer specializing in inference and optimization, you'll bridge the gap between cutting-edge research models and production systems.
- Your expertise will transform PyTorch research code into highly optimized, low-latency inference solutions that power our user-facing applications.
Responsibilities
- Implement neural network optimization techniques including quantization, pruning, and architectural refinements while preserving model accuracy.
- Develop efficient training and fine-tuning strategies with optimal precision trade-offs and parallelism.
- Build and maintain scalable multi-GPU inference solutions with sophisticated model parallelism and serving architectures.
- Collaborate with the research team to ensure optimization integrate smoothly with model development workflows.
Requirements
- Possess strong knowledge of efficient attention mechanisms and algorithms.
Benefits
- We offer generous health, dental, and vision coverage, unlimited PTO, paid parental leave, and relocation support as needed.
- You'll work closely with our GenAI researchers, vision ML engineers, and backend team to deliver exceptional performance.
- You may be a strong fit if you: Have experience deploying and optimizing deep learning models for production environments, particularly with multi-GPU inference and large-scale model serving.
Company info
- At Phota Labs, we're building visual GenAI that helps people capture, express, and relive their memories - in ways that feel effortless, personal, and emotionally resonant.
- Our core technology enables personalized image generation that faithfully reflects who you are and the moments you experienced.
- Our first goal is to bring visual GenAI into everyday photography.
- We're a small team of researchers, engineers, and designers who have always been at the forefront of how people capture, edit, and share images and videos.
- We build with our hands and hearts.
- We believe GenAI is the next shift for photography, and are seeking builders who share this vision - people like us, like you.
- We're just getting started!
- The role: As our first ML Engineer specializing in inference and optimization, you'll bridge the gap between cutting-edge research models and production systems.
- Deploy and integrate researcher-trained model checkpoints into our cloud infrastructure and production pipelines.
- Conduct thorough performance profiling and benchmarking to identify and eliminate computational bottlenecks.
Visa & Work Authorization
- We sponsor visas
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