Data Scientist
Core
Build data-driven solutions and machine learning models for outdoor activity products, integrating data science, AI, and software engineering.
Role type
Senior IC data scientist (ML/AI)
Builds
Scalable data pipelines, custom ML models, and data-driven product solutions
Domain
Consumer electronics / Outdoor sports / Machine Learning
Deliverable
production ML models
Required skills
Python, Java, SQL, Machine Learning, AI, Statistics, Data Analysis, Data Visualization, Software Engineering
Preferred skills
Time series analysis, NLP, Deep Learning, Reinforcement Learning, MLOps, A/B testing, Causal inference, Cloud platforms (AWS/Azure/GCP), Real-time data processing (Kafka)
Technologies
Python, Java, SQL, LLM, RAG, MCP, Matplotlib, Seaborn, Tableau, AWS, Azure, GCP, Kafka
Responsibilities
Collaborate with cross-functional teams to define project requirements; Conduct advanced exploratory data analysis (EDA); Experiment with new ML and AI techniques; Develop and implement scalable data pipelines; Define evaluation methodologies and metrics; Communicate analytical concepts to non-technical stakeholders; Ensure robustness and performance of deployed models; Lead development of custom ML models and algorithms.
Seniority
Senior, hands-on IC
