Data Scientist 4
Core
Extract knowledge and insights from high volume, high dimensional data to investigate complex business problems and create solutions for client services and product enhancement.
Role type
Senior IC data scientist (machine learning)
Builds
Machine learning pipelines, predictive models, and data analysis systems for Comcast's data science-based services.
Domain
Telecommunications and media technology
Deliverable
production ML models
Required skills
Machine learning pipeline creation, testing, deployment, and monitoring; Data manipulation and feature engineering; Statistical analysis, classification, clustering, anomaly detection, and time series forecasting; Python programming; SQL data exploration and integration; Cloud platform utilization (Google VertexAI, BigQuery, CloudSQL, Compute Engine); Mentoring junior to mid-level data scientists.
Preferred skills
PhD in relevant field; Networking/Telecommunications knowledge; Data visualization (Dash, Streamlit, Superset).
Technologies
Python, SQL, Google VertexAI, BigQuery, CloudSQL, Compute Engine, Dash, Streamlit, Superset.
Responsibilities
Design and develop methods to consolidate and analyze unstructured big data sources; Create actionable insights for client services and product enhancement; Support and guide junior to mid-level data scientists; Participate in sprint planning and retrospectives.
Seniority
Senior, hands-on IC with mentorship responsibilities