Senior Data Scientist
Core
Lead and develop ML/LLM projects to build anomaly detection, forecasting, and optimization models for smart home network and device telemetry.
Role type
Senior IC machine-learning engineer (network telemetry)
Builds
Production ML models and analytical pipelines for ISP smart home platforms
Domain
Internet of Things (IoT) / Smart Home / Network Telemetry
Deliverable
production ML models
Required skills
Python, SQL, Machine Learning, Large Language Models (LLM), Feature Engineering, Statistics, Probability, MLOps, AWS (Sagemaker, S3)
Preferred skills
Experience leading AI projects, transforming high-volume messy data, tight timeline execution
Technologies
Python, Pandas, NumPy, Scikit-learn, SQL, AWS Sagemaker, AWS S3
Responsibilities
Lead and develop ML/LLM projects; Manipulate and clean large-scale network telemetry datasets; Design feature engineering strategies; Build and evaluate models for anomaly detection, forecasting, and optimization; Collaborate with engineering to integrate models into production; Contribute to MLOps workflows.
Seniority
Senior, hands-on IC
