Software Engineer III, AI/ML, Image Recommendation Modeling

Job description

Design and build scalable ML infrastructure for Ember’s 0-to-1 ranking and feed blending platform. Apply advanced ML and multi-objective optimization techniques to curate a hyper-personalized, inspiring visual feed for global users. Lead the technical execution of novel, GenAI-driven user experiences from ideation to production rollout. Drive the end-to-end machine learning life-cycle, data gathering, model training, offline/online evaluation, and deployment at a massive scale. Collaborate with Product Managers, UX, and cross-functional engineering teams to define technical paths to launch and deliver on the product roadmap. Minimum Qualifications: Bachelor’s degree or equivalent practical experience. 2 years of experience with software development in Python and C++ programming languages, or 1 year of experience with an advanced degree. 1 year of experience with Machine Learning, specifically reinforcement learning (e.g., sequential decision making). 1 year of experience with ML infrastructure (e.g., model deployment, model evaluation, data processing, debugging). Preferred Qualifications: Master's degree or PhD in Computer Science or related technical fields. 2 years of experience with data structures and algorithms. Experience with personalization, recommender systems, or multimodal machine learning. Experience developing accessible technologies. Strong problem-solving, collaboration, and communication skills.