Machine Learning
Senior Machine Learning Engineer, Recommendation
- Location
- Remote (US)
- Compensation
- $160,000 - $250,000
- Employment type
- Permanent
- Remote
Our client is building a TikTok-style platform for interactive mini-apps, where users create, remix, share, and play AI-generated interactive content instantly. Series A, remote-first, backed by Khosla, a16z, Mayfield, and A*, with $30M raised and 5M+ monthly active users.
Role responsibilities
You'll own search and recommendation systems that decide what users see, search for, continue playing, and how quality content reaches the right audience.
- Build and improve recommendation and search systems across feed, discovery, search, and content-continuation surfaces
- Own retrieval and ranking, including candidate generation, embedding-based retrieval, two-tower models, ranking features, and online serving quality
- Design, launch, and analyze recommendation/search experiments end-to-end, then iterate quickly on the results
- Improve recommendation quality for new users, new content, and fast-changing content pools
- Build user, content, creator, and session-level representations from behavioral signals
- Partner with product, data, and engineering teams to define metrics and ship measurable improvements to retention and engagement
Requirements
- 5+ years of experience building production recommendation, search, or ranking systems for consumer apps
- Hands-on experience with embedding-based retrieval and ranking architectures (e.g. two-tower models)
- Comfortable moving from prototype to production quickly, with clear monitoring and evaluation
Tech stack: Python, ranking and recommendation systems, two-tower models, embedding retrieval, LLMs, TensorFlow/PyTorch, ML pipelines, A/B testing
Compensation: $160K–$250K plus highly competitive equity. Visa sponsorship available (TN, H-1B transfers, and new H-1Bs considered case-by-case).
Work policy: remote-first, working Pacific time hours.
Interview process: initial screen, two technical rounds, final round.
