Staff Machine Learning Engineer
Ladders · San Jose, CA · 1 wk ago
On-siteEngineering$212k–$307k/yrFull-time
Responsibilities
- Design and deploy semantic matching and ranking models for multimodal content
- Build representation learning systems to enhance content understanding
- Develop scalable architectures for search and recommendation systems
- Train and optimize machine learning models using large datasets
- Create evaluation frameworks and metrics to assess model performance
- Collaborate with research and product teams to implement innovative solutions
- Manage the ML system lifecycle from development to deployment
Qualifications
- 5-7 years of experience in building and deploying production machine learning systems
- Experience in developing scalable retrieval, recommendation, ranking, or semantic matching systems
- Deep understanding of modern machine learning techniques, including representation and metric learning
- Familiarity with multimodal models like LLMs and vision-language models
- Proficiency in Python and experience building ML services infrastructure
- Experience with ML frameworks like PyTorch or TensorFlow
- MS or PhD in a relevant field or equivalent experience
Benefits
- Health, dental, and vision insurance
- 401(k) retirement plan with company match
- Generous paid time off and holidays
- Learning and development resources and opportunities
- Employee discounts on the company products and services