[EAF] Senior Data Science & Analytics
Core
Develop and implement data-driven solutions by analyzing large datasets, building predictive models, and creating visualizations to generate actionable insights for stakeholders.
Role type
Senior IC data scientist (ML & Analytics)
Builds
Production ML models, dashboards, and analytical reports
Domain
Technology / Data Science / Machine Learning
Deliverable
production ML models | dashboards & analysis
Required skills
Machine Learning, Statistical Inference, Data Modeling, Feature Engineering, Model Validation, NLP, MLOps, Vector DB, Python, PyTorch, R, Scikit-learn, Pandas, TensorFlow, Keras, Large Language Models (LLMs)
Preferred skills
Master's degree in quantitative field
Technologies
PyTorch, TensorFlow, Keras, Scikit-learn, Pandas, Vector DB
Responsibilities
Develop statistical models and ML algorithms to identify trends and patterns; Design and build data visualizations and dashboards; Perform exploratory data analysis and feature engineering; Validate model performance through rigorous testing; Collaborate on technical design reviews; Support team members with knowledge sharing and code reviews.
Seniority
Senior, hands-on IC