3 дня назад
Machine Learning Engineer (Artificial Intelligence)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Engineer (Artificial Intelligence): Design, build, and deploy end-to-end machine learning models and pipelines with an accent on image and video processing and diffusion models. Focus on building low-latency, real-time ML deployment systems, optimizing model performance, and collaborating with research and cross-functional teams.
Location
Location: Remote, work from anywhere
Company
is a globally distributed foundation model startup headquartered in the San Francisco Bay Area, California, focused on building useful multimodal artificial intelligence to empower organizations and businesses.
What you will do
- Translate cutting-edge research into production-ready machine learning systems
- Design, build, and deploy end-to-end ML models and pipelines
- Develop and optimize models for image and video processing
- Own the full ML lifecycle including experimentation, training, evaluation, and deployment
- Rapidly prototype using open-source models and adapt them for product needs
- Collaborate with researchers and cross-functional teams to deliver ML solutions at scale
Requirements
- MS/PhD in Computer Science, Electrical Engineering, or related field
- 5+ years experience in Python and proficiency in Java, C++, or Scala
- Strong research experience with familiarity in top conferences (CVPR, ICCV, NeurIPS)
- Strong understanding of diffusion models, CNNs, Transformers, multithreading, and memory management
- Experience with PyTorch or TensorFlow and ML deployment in cloud environments (AWS preferred)
Nice to have
- Experience in low-level optimization such as CUDA
- Experience productionizing and scaling ML models in real-world systems
- Contributions to open-source projects
- Experience with MLOps tools or distributed training systems
- Familiarity with relational databases and large-scale data tools like Spark
Culture & Benefits
- Work with an elite team from top AI organizations and startups
- Mission-driven and inclusive work environment
- 5 weeks of paid leave
- Comprehensive healthcare including vision and dental
- Visa support including H1B and OPT transfers for US employees
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