Data Scientist
Core
Analyze social media data to study platform features impact on users, evaluate recommender systems, and design experiments using sock puppet methodologies.
Role type
Senior Data Scientist (Social Media & Recommender Systems)
Builds
Data visualizations and insights for stakeholders
Domain
Social Media Analytics & Machine Learning
Deliverable
dashboards & analysis
Required skills
Python, R, SQL, Statistical Analysis, Machine Learning, Deep Learning, Natural Language Processing, Web Scraping, Data Visualization, Git, JIRA
Preferred skills
Scikit-learn, TensorFlow, PyTorch, Hugging Face, Account-based data collection methodologies
Technologies
Python, R, SQL, Scikit-learn, TensorFlow, PyTorch, Hugging Face, Git, JIRA, Microsoft Project, Confluence, SharePoint
Responsibilities
Scrape and analyze social media data to study platform features impact on users; Evaluate effectiveness of recommender systems and algorithms; Design and implement experiments with sock puppets methodologies; Design and implement data visualizations to communicate insights; Provide project support including work plans, stakeholder interactions, and resource allocation.
Seniority
Senior, hands-on IC
