ML Engineer - Personalization & Recommendation Systems
KREA · San Francisco
CHECKED 47M AGO
Applied AIonsite
At a glance
Highlights
- Architect Krea's personalization and recommendation stack from scratch.
- Build curated feeds balancing exploration and aesthetic coherence.
- Shape how generative models adapt to individual taste and style.
What they offer
- Generous salary & equity packages
- 100% health & 99% dental/vision premiums covered, FSA & disability
- Flexible PTO policy
- 401k with 4% company match
- Breakfast, lunch and dinner in the office
- Ubers covered to & from the office
Ideal candidate
Independent, product-minded builder fascinated by creativity, taste, and aesthetics who thrives owning systems end-to-end and shaping personalized creative tools.
Requirements
- Strong experience building recommendation systems or personalized feeds from scratch
- Proven ability to design and ship high-quality curated content experiences
- Experience with media-based personalization, image and video preferred
- Solid foundations in machine learning, representation learning and modern deep learning
- Strong Python skills and experience with PyTorch or JAX
- Ability to operate independently and own complex systems end to end
- remote policy
- Onsite only
- visa sponsorship
- Open to sponsoring international visas (STEM OPT, OPT, H-1B, O-1, E-3)
Lab profile
About KREA
Building intuitive, controllable AI creative tools that empower human creativity across image, video, and 3D.
What they build
- Next-generation AI creative tools
Known for
- Image / video diffusion
- Model post-training
- Personalization & recommendation systems
- Supercomputing & distributed systems