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Member of Technical Staff - Machine Learning
Plixai
San MateoOn-site1y ago
- Employment
- Full-time
- Seniority
- Staff
About the role
- Deploy machine learning and computer vision models on cloud infrastructure and fine-tune for performance
- Design scalable infrastructure for model versioning, monitoring, and automated updates to ensure reliability and performance
- Analyze data, refine prompts, and improve model accuracy for video and image processing tasks
- Research the latest multimodal and computer vision advancements to integrate into our workflows
- Foster a collaborative engineering culture and help to define best practices
- Strong programming skills and proficiency in Python
- Experience with libraries such as OpenCV, and frameworks like TensorFlow or PyTorch for vision-related tasks
- Experience deploying and optimizing pre-trained machine learning and computer vision models
- Video Analysis: Experience in video pre-processing, object detection, activity recognition, and other computer vision techniques
- Collaboration & Communication: Strong communication skills with the ability to mentor, foster collaboration, and translate vision into practical solutions
- Experience working with or deploying video and/or multimodal large language models (LLMs) for tasks such as captioning, summarization, or question answering
- Experience working with or deploying transcription models for video or audio data (e.g., Whisper, Speech-to-Text APIs)
- Knowledge of deploying and managing GPU-backed systems for large-scale ML and computer vision workloads
- Interest or experience in management roles, with a focus on mentoring and team building
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