Data Scientist- Machine Learning & AI
Core
Build prediction, classification, optimization, and causal inference models to drive revenue planning, marketing efficiency, and product strategy for an AI-powered photo/video editing app.
Role type
Senior IC data scientist (ML & AI)
Builds
Production ML models for ad prediction, user intent modeling, recommendations, and personalization
Domain
Consumer mobile apps / Generative AI / Marketing Analytics
Deliverable
production ML models
Required skills
Classical ML (classification, regression, time-series), unstructured data processing (text, image, video), Python, SQL, end-to-end project ownership, AI tooling integration
Preferred skills
NLP, computer vision, multimodal feature extraction, LLM integration, marketing analytics, anomaly detection
Technologies
Python, BigQuery, GCP, Nova, Prefect, Grafana, scikit-learn, XGBoost, Prophet, ARIMA
Responsibilities
Design and maintain models in batch and online serving environments; evaluate and calibrate AI agent outputs; extract signals from unstructured user data using LLMs/embeddings; lead projects from problem definition to production deployment; work with Finance, Marketing, and Product stakeholders
Seniority
Senior, hands-on IC
